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AI & Data | Agent Skills

AI & Data

AI and data skills cover model and agent workflows, retrieval, analytics, data platforms, and machine-learning tasks.

Catalog snapshot: November 2, 2026

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Skills in this category

brave/answers

Catalog entry: Skills by Brave
Source documentation: https://github.com/brave/brave-search-skills/blob/main/skills/answers/SKILL.md

Function: AI-generated answers grounded in live web search results

When to use it: Getting a cited summary of a breaking news topic Running deep multi-source research on a technical comparison question Adding web-grounded Q&A to an existing OpenAI SDK-based chatbot by swapping the base URL Looking up current stats or facts that an LLM’s training data wouldn’t cover Generating a research brief with source citations for a report

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Answers — AI Grounding
  • When to Use
  • Quick Start (cURL)
  • Blocking (Single-Search)
  • Streaming with Citations (Single-Search)
  • Research Mode
  • Endpoint
  • Two Modes
  • Parameters
  • Standard Parameters
  • Research Parameters
  • Constraints (IMPORTANT)
  • OpenAI SDK Usage
  • Response Format
  • Blocking Response (`stream=false`, single-search only)
  • Streaming Response

brave/local-descriptions

Catalog entry: Skills by Brave
Source documentation: https://github.com/brave/brave-search-skills/blob/main/skills/local-descriptions/SKILL.md

Function: Fetch AI-generated text descriptions for points of interest

When to use it: Getting a written overview of a restaurant before adding it to a travel guide Pulling descriptive blurbs for local businesses found through Brave web search Adding narrative context to a list of nearby cafes or shops in an app Building a destination page with AI-written summaries of local attractions Comparing descriptions of multiple hotels in a city side by side

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Local Descriptions (Search API)
  • Quick Start (cURL)
  • Get POI Description
  • Multiple POIs
  • Endpoint
  • Parameters
  • Response Format
  • Response Fields
  • Example Response
  • Getting POI IDs
  • Use Cases
  • Notes

Catalog entry: Skills by Brave
Source documentation: https://github.com/brave/brave-search-skills/blob/main/skills/news-search/SKILL.md

Function: Search Brave’s news index with article metadata

When to use it: Pulling headlines from the last 24 hours on a specific topic Filtering news to only trusted sources using Goggles ranking rules Looking up articles published during a specific date range Building a multilingual news feed by combining country and language params Feeding news results into a data pipeline with fetch metadata timestamps

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • News Search
  • Quick Start (cURL)
  • Basic Search
  • Recent News (Past 24 Hours)
  • Date Range Filter
  • Endpoint
  • Parameters
  • Freshness Values
  • Response Format
  • Response Fields
  • Goggles (Custom Ranking) — Unique to Brave
  • Search Operators
  • Use Cases
  • Notes

chrono-meta/context-doctor

Catalog entry: Context Engineering
Source documentation: https://github.com/chrono-meta/forge-harness/blob/main/plugins/fh-meta/skills/context-doctor/SKILL.md

Function: Generates .claudeignore and flags context bloat before it costs tokens

When to use it: Use when a task needs the capability described in this catalog entry: Generates .claudeignore and flags context bloat before it costs tokens

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • context-doctor — Token Efficiency Diagnosis + Automatic Prescription
  • Execution Steps
  • Step 1. `.claudeignore` Diagnosis + Generation
  • Step 2. Large File Detection + Split Strategy Guidance
  • Step 3. `/clear` + Model Switching Timing Guide
  • Step 3.5. Cache-Boundary Audit (prompt caching, optional third lever)
  • Step 4. harvest-loop Integration (burst pattern recording)
  • Step 5. CC Context Structure Regular Audit (Hub Environment Only)
  • Context Hierarchy (L1/L2/L3)
  • Compression Pass
  • Command-Output Reduction (the command-output axis)
  • External User Environment Adaptation
  • Invocation Triggers
  • Auto-Invocation Conditions (at session start)
  • Suppress Mechanism
  • Explicit Triggers

crawlbase/crawl-markdown

Catalog entry: Skills by Crawlbase
Source documentation: https://github.com/crawlbase/crawlbase-codex-plugin/blob/main/skills/crawl-markdown/SKILL.md

Function: Extract clean, LLM-ready Markdown from any URL, stripped of ads and boilerplate

When to use it: Summarizing articles, blog posts, and news pages without HTML noise Feeding documentation and changelogs into a model’s context window Ingesting web content into a vector store for RAG pipelines Monitoring competitor product pages as readable Markdown Storing extracted Markdown in Crawlbase Cloud Storage for later use

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • When to use
  • Usage
  • Example prompts

crawlbase/storage-bulk-get

Catalog entry: Skills by Crawlbase
Source documentation: https://github.com/crawlbase/crawlbase-codex-plugin/blob/main/skills/storage-bulk-get/SKILL.md

Function: Retrieve up to 100 stored pages in one call, with optional auto-delete

When to use it: Pulling the bodies of dozens of stored crawls in one round-trip Draining a storage queue by fetching items and deleting them afterwards Getting lightweight metadata for stored items before requesting full bodies Bulk-converting stored pages to Markdown for a RAG ingestion job

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • When to use
  • Usage
  • Example prompts

crawlbase/storage-list

Catalog entry: Skills by Crawlbase
Source documentation: https://github.com/crawlbase/crawlbase-codex-plugin/blob/main/skills/storage-list/SKILL.md

Function: List stored rids with scroll-based pagination, up to 1000 per call

When to use it: Seeing everything currently stored under a Crawlbase token Finding rids you no longer remember before a storage-get call Iterating over stored items page by page for batch processing Enumerating the JS-token silo separately from the normal one

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • When to use
  • Usage
  • Example prompts

czlonkowski/n8n-node-configuration

Catalog entry: n8n Automation
Source documentation: https://github.com/czlonkowski/n8n-skills/blob/main/skills/n8n-node-configuration/SKILL.md

Function: Node configuration with dependency rules and AI connections

When to use it: Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning common configuration patterns by node type — including the native nodes that replace Code (Summarize, Aggregate, Split Out, Merge, Compare Datasets, Remove Duplicates, Sort, Limit, Date & Time, HTTP Request pagination, Crypto). Always use this skill when setting up node parameters — it explains which fields are required for each operation, how displayOptions control field visibility, and when to use patchNodeField for surgical edits vs full node updates.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • n8n Node Configuration
  • Configuration Philosophy
  • Core Concepts
  • 1. Operation-Aware Configuration
  • 2. Property Dependencies
  • 3. Progressive Discovery
  • Configuration Workflow
  • Standard Process
  • Example: Configuring HTTP Request
  • get_node Detail Levels
  • Standard Detail (DEFAULT - Use This!)
  • Full Detail (Use Sparingly)
  • Search Properties Mode
  • Decision Tree
  • Property Dependencies Deep Dive
  • Common Node Patterns

datadog-labs/dd-apm

Catalog entry: Skills by Datadog Labs
Source documentation: https://github.com/datadog-labs/agent-skills/blob/main/dd-apm/SKILL.md

Function: Query Datadog APM data directly from your editor

When to use it: Searching for slow traces on a specific service after a deploy Listing all services and their error rates in a given environment Pulling up the dependency map for a microservice to find upstream bottlenecks Checking request latency percentiles before and after a config change Finding error traces tied to a specific API endpoint

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Datadog APM
  • Routing — Read This First
  • Overlap disambiguation
  • None of the above
  • Requirements
  • Command Execution Order (Token-Efficient)
  • Quick Start
  • Services
  • List Services
  • Service Stats
  • Service Map
  • Traces
  • Search Traces
  • Trace Detail
  • Key Metrics
  • Service Level Objectives

datadog-labs/dd-llmo-eval-bootstrap

Catalog entry: Skills by Datadog Labs
Source documentation: https://github.com/datadog-labs/agent-skills/blob/main/README.md

Function: Analyze production LLM traces and generate evaluators

When to use it: Generating evaluators for a RAG app after noticing answer quality drift Building a test suite from production traces of a customer support chatbot Creating LLM judge prompts grounded in real failure patterns from an RCA report Auditing an agent app for scope violations using trace-based safety evals Bootstrapping format and correctness checks for a new ml_app with no existing coverage

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Datadog Skills for AI Agents
  • Skills
  • Install
  • Setup Pup
  • Add Skill(s)
  • Agent Observability (LLMO)
  • Software Delivery (dd-software-delivery)
  • Audit Trail (dd-audit)
  • Datadog Apps (dd-apps)
  • Quick Reference
  • Auth
  • More Skills
  • License

datadog-labs/dd-llmo-eval-trace-rca

Catalog entry: Skills by Datadog Labs
Source documentation: https://github.com/datadog-labs/agent-skills/blob/main/README.md

Function: Root-cause LLM app failures using eval traces

When to use it: Diagnosing why an LLM app’s eval pass rate dropped overnight Tracing a RAG retrieval failure back to the specific span that provided bad context Finding system prompt deficiencies that cause repeated agent tool misuse Separating real app failures from false positives caused by miscalibrated eval criteria Building a ranked failure taxonomy from scattered eval results across an ml_app

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Datadog Skills for AI Agents
  • Skills
  • Install
  • Setup Pup
  • Add Skill(s)
  • Agent Observability (LLMO)
  • Software Delivery (dd-software-delivery)
  • Audit Trail (dd-audit)
  • Datadog Apps (dd-apps)
  • Quick Reference
  • Auth
  • More Skills
  • License

duckdb/read-file

Catalog entry: Skills by DuckDB
Source documentation: https://github.com/duckdb/duckdb-skills/blob/main/skills/read-file/SKILL.md

Function: Read any data file (CSV, JSON, Parquet, Avro, Excel, spatial) locally or from remote storage

When to use it: Use when user references a data file, asks “what’s in this file”, or wants to preview/profile a dataset. Not for source code.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Step 1 — Read it
  • Step 2 — Answer

firebase/firebase-ai-logic-basics

Catalog entry: Skills by Firebase
Source documentation: https://github.com/firebase/agent-skills/blob/main/skills/firebase-ai-logic-basics/SKILL.md

Function: Call Gemini models from web and mobile apps via Firebase AI Logic

When to use it: Use when provisioning or initializing Firebase AI Logic, or adding Gemini features to an app: text generation, multimodal input, chat, streaming, structured output, hybrid on-device inference, App Check protection, or switching models with Remote Config.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Firebase AI Logic Basics
  • Overview
  • Setup & initialization
  • Prerequisites
  • 1. Provision Firebase AI Logic (ALL platforms)
  • 2. Add the SDK and initialize the service in the app
  • Core Capabilities
  • Text-Only Generation
  • Multimodal (Text + Images/Audio/Video/PDF input)
  • Chat Session (Multi-turn)
  • Streaming Responses
  • Text-to-Speech (TTS) Generation
  • Generate Images with Nano Banana
  • Search Grounding with the built in googleSearch tool
  • Supported Platforms and Frameworks
  • Advanced Features

firebase/firebase-firestore-enterprise-native-mode

Catalog entry: Skills by Firebase
Source documentation: https://github.com/firebase/agent-skills/blob/main/README.md

Function: Set up and use Firestore Enterprise Native Mode

When to use it: Setting up a new Firestore Enterprise database in Native mode Writing security rules to control read and write access per collection Querying Firestore from a Python backend service Adding composite indexes to speed up filtered queries Structuring subcollections for a multi-tenant app

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Installation
  • Option 1: Agent Skills CLI
  • Option 2: Gemini CLI Extension
  • Option 3: Claude Plugin
  • Option 4: Codex Plugin
  • Option 5: Kimi Plugin
  • Option 6: Manual Set Up
  • Option 7: Local Path via Agent Skills CLI
  • Option 8: Local Development (Live Symlinking)
  • 🤝 Contributing
  • 📄 License

flutter/flutter-caching-data

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Implement offline-first caching strategies

When to use it: Adding offline support to a Flutter app that fetches data from a REST API Caching network images in a scrollable product listing screen Pre-warming the FlutterEngine in an existing Android app to avoid blank screen flashes Setting up background sync for locally queued writes when the device comes back online Storing user preferences and session state across app restarts with shared_preferences

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

flutter/flutter-embedding-native-views

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Embed native Android, iOS, and macOS views in Flutter widgets

When to use it: Adding a native Google Maps view inside a Flutter screen on Android and iOS Rendering a platform-specific video player that Flutter widgets can overlay and clip Embedding a Flutter module into an existing React or Angular web application Displaying a native iOS WKWebView with Flutter navigation controls around it Placing multiple independent Flutter views into separate HTML containers on a single page

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

google-gemini/gemini-api-dev

Catalog entry: Skills by Google Gemini
Source documentation: https://github.com/google-gemini/gemini-skills/blob/main/skills/gemini-api-dev/SKILL.md

Function: Best practices for developing Gemini-powered apps using the Gemini API

When to use it: Use this skill when writing code that calls the Gemini API for text generation, multi-turn chat, multimodal understanding, image generation, video generation, speech generation (TTS), voice design, voice replication, streaming responses, background research tasks, function calling, structured output, or migrating from the old generateContent API. Covers SDK usage and best practices for Gemini models and agents in Python and TypeScript.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Gemini API Development Skill
  • Critical Rules (Always Apply)
  • Current Models (Use These)
  • Current Agents
  • Current SDKs
  • Important Additional Notes
  • Quick Start
  • Python
  • JavaScript/TypeScript
  • Response Helpers
  • Stateful Conversation
  • Deep Research Agent
  • Managed Agents
  • Antigravity Agent
  • Custom Agents
  • Streaming

google-gemini/gemini-interactions-api

Catalog entry: Skills by Google Gemini
Source documentation: https://github.com/google/skills/blob/main/skills/cloud/gemini-interactions-api/SKILL.md

Function: Building apps with the Gemini Interactions API for text, chat, streaming, and image generation

When to use it: Use when the user wants to use the stateful, server-managed Interactions API for multi-turn conversations, background execution, streaming, structured output, and function calling on the Agent Platform.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Gemini Interactions API Skill
  • Attribution
  • 1. Authentication
  • 2. Client Initialization
  • Option A: Environment Variables (Recommended)
  • Option B: Explicit Inline Parameters
  • Option C: Express Mode (API Key)
  • 3. Core Interactions API Usage
  • Quick Start (Single-Turn)
  • Stateful Conversation (Multi-Turn)
  • Real-Time Streaming
  • Structured Output (Pydantic / Polymorphic `response_format`)
  • Function Calling (Agent Tool Use)
  • Agents & Long-Running Tasks
  • 4. Accessing the Interactions API via REST
  • 5. Data Model & Step Types Reference

google-gemini/gemini-live-api-dev

Catalog entry: Skills by Google Gemini
Source documentation: https://github.com/google-gemini/gemini-skills/blob/main/skills/gemini-live-api-dev/SKILL.md

Function: Building real-time bidirectional streaming apps with the Gemini Live API

When to use it: Use this skill when building real-time, bidirectional streaming applications with the Gemini Live API, or migrating legacy Live models (2.0/2.5/3.1) to Gemini 3.8 Live. Covers WebSocket-based audio/video/text streaming, voice activity detection (VAD), background reasoning (extended thinking), asynchronous function calling, session management, ephemeral tokens, live transcription, and live translation. SDKs covered - google-genai (Python), @google/genai (JavaScript/TypeScript).

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Gemini Live API Development Skill
  • Overview
  • Models
  • Current Models (Use These)
  • SDKs
  • Partner Integrations
  • Audio Formats
  • Quick Start
  • Authentication
  • Connecting to the Live API
  • Sending Text
  • Sending Audio
  • Sending Video
  • Receiving Audio and Text
  • Background Reasoning (Extended Thinking)
  • Live Translation (Gemini Live Translate)

google-gemini/vertex-ai-api-dev

Catalog entry: Skills by Google Gemini
Source documentation: https://github.com/google-gemini/gemini-skills/blob/main/README.md

Function: Developing Gemini-powered apps on Google Cloud Vertex AI using the Gen AI SDK

When to use it: Calling Gemini models from a Python backend with Application Default Credentials Generating structured JSON output that matches a specific schema for data pipelines Processing uploaded video or audio files through Vertex AI multimodal endpoints Running batch predictions on large datasets asynchronously without blocking Setting up bidirectional audio streaming with the Live API for real-time voice apps

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Gemini API skills
  • About
  • Performance
  • Skills in this repo
  • Installation
  • Using Vercel skills CLI
  • Using Context7 skills CLI
  • Antigravity
  • Claude Code
  • Cursor
  • OpenAI Codex
  • More info
  • Disclaimer

hermes-labs-ai/little-canary

Catalog entry: Development and Testing
Source documentation: https://github.com/hermes-labs-ai/little-canary/blob/main/.agents/skills/little-canary/SKILL.md

Function: Screen inbound text with a sacrificial canary

When to use it: Use when you need to screen inbound untrusted text before it reaches a primary model — detecting prompt injection by its behavioral effect on a sacrificial canary model, not just pattern matching — and want a block/flag/pass routing decision plus explicit behavioral-coverage state. Inbound preflight sensor, not a guarantee.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • little-canary
  • Use it for
  • Do not use it for
  • Quickstart
  • Output shape
  • Common gotchas
  • More

huggingface/hugging-face-evaluation

Catalog entry: Skills by Hugging Face Team
Source documentation: https://github.com/huggingface/skills/blob/main/README.md

Function: Model evaluation with vLLM/lighteval and eval tables

When to use it: Extracting benchmark scores from a model README and formatting them as model-index YAML Importing Artificial Analysis benchmark results directly into a model card Running MMLU or GSM8K evaluations on a HuggingFace model using a local GPU Submitting lighteval jobs to HF Jobs for models without a public API endpoint Opening a pull request with structured evaluation metadata on a model you don’t own

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Hugging Face Skills
  • How do Skills work?
  • Installation
  • Claude Code
  • Codex
  • Gemini CLI
  • Cursor
  • Skills
  • Available skills
  • Using skills in your coding agent
  • Contribute or customize a skill
  • Marketplace
  • Additional references

huggingface/hugging-face-model-trainer

Catalog entry: Skills by Hugging Face Team
Source documentation: https://github.com/huggingface/skills/blob/main/README.md

Function: Train models with TRL: SFT, DPO, GRPO, GGUF conversion

When to use it: Fine-tuning a Qwen or Llama model on a custom instruction dataset without owning a GPU Running DPO training on preference data to align a model’s outputs Converting a freshly trained model to GGUF for use with Ollama or LM Studio Validating a dataset’s column format before spending money on a GPU job Estimating training cost and time before committing to an a10g-large run

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Hugging Face Skills
  • How do Skills work?
  • Installation
  • Claude Code
  • Codex
  • Gemini CLI
  • Cursor
  • Skills
  • Available skills
  • Using skills in your coding agent
  • Contribute or customize a skill
  • Marketplace
  • Additional references

microsoft/agent-framework-azure-ai-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/agent-framework-azure-ai-py/SKILL.md

Function: Agent Framework for Azure AI Foundry

When to use it: Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code interpreter, file search, web search), integrating MCP servers, managing conversation threads, or implementing streaming responses. Covers function tools, structured outputs, and multi-tool agents.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agent Framework Azure Hosted Agents
  • Architecture
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Core Workflow
  • Basic Agent
  • Agent with Function Tools
  • Agent with Hosted Tools
  • Streaming Responses
  • Conversation Threads
  • Structured Outputs
  • Provider Methods
  • Hosted Tools Quick Reference
  • Complete Example
  • Conventions

microsoft/azure-ai-anomalydetector-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-ai-anomalydetector-java/SKILL.md

Function: Anomaly detection applications

When to use it: Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI Anomaly Detector SDK for Java
  • Installation
  • Client Creation
  • Sync and Async Clients
  • With DefaultAzureCredential
  • Key Concepts
  • Univariate Anomaly Detection
  • Multivariate Anomaly Detection
  • Core Patterns
  • Univariate Batch Detection
  • Univariate Last Point Detection (Streaming)
  • Change Point Detection
  • Multivariate Model Training
  • Multivariate Batch Inference
  • Multivariate Last Point Detection
  • Model Management

microsoft/azure-ai-contentsafety-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-ai-contentsafety-java/SKILL.md

Function: Content moderation and safety

When to use it: Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual content, and self-harm.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI Content Safety SDK for Java
  • Installation
  • Client Creation
  • With API Key
  • With DefaultAzureCredential
  • Key Concepts
  • Harm Categories
  • Severity Levels
  • Core Patterns
  • Analyze Text
  • Analyze Text with Options
  • Analyze Text with Blocklist
  • Analyze Image
  • Analyze Image from URL
  • Blocklist Management
  • Create or Update Blocklist

microsoft/azure-ai-contentsafety-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-contentsafety-py/SKILL.md

Function: Harmful content detection

When to use it: Scanning user comments before they post to a forum Checking AI-generated responses for harmful content before displaying them Filtering uploaded images on a file-sharing platform Blocking domain-specific slurs or brand terms using custom blocklists Pre-screening support chat messages for self-harm language to trigger escalation

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI Content Safety SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Legacy: API Key (existing keyed deployments)
  • Analyze Text
  • Analyze Image
  • Image from URL
  • Text Blocklist Management
  • Create Blocklist
  • Add Block Items
  • Analyze with Blocklist
  • Severity Levels
  • Harm Categories
  • Severity Scale
  • Client Types

microsoft/azure-ai-contentsafety-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-ai-contentsafety-ts/SKILL.md

Function: Content safety for text and images

When to use it: Use when moderating user-generated content, detecting hate speech, violence, sexual content, or self-harm, or managing custom blocklists.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI Content Safety REST SDK for TypeScript
  • Installation
  • Environment Variables
  • Authentication
  • API Key
  • DefaultAzureCredential
  • Analyze Text
  • Analyze Image
  • Base64 Content
  • Blob URL
  • Blocklist Management
  • Create Blocklist
  • Add Items to Blocklist
  • Analyze with Blocklist
  • List Blocklists
  • Delete Blocklist

microsoft/azure-ai-contentunderstanding-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-contentunderstanding-py/SKILL.md

Function: Multimodal content extraction

When to use it: Converting scanned PDFs to markdown for RAG pipelines Transcribing recorded meetings with per-phrase timestamps Pulling invoice fields like vendor name and line items from uploaded files Extracting key frames and summaries from product demo videos Running image content extraction across a batch of screenshots

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI Content Understanding SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Core Workflow
  • Prebuilt Analyzers
  • Analyze Document
  • Access Document Content Details
  • Analyze Image
  • Analyze Video
  • Analyze Audio
  • Custom Analyzers
  • Analyzer Management
  • Async Client
  • Content Types
  • Model Imports

microsoft/azure-ai-document-intelligence-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-ai-document-intelligence-dotnet/SKILL.md

Function: Document text, table, and data extraction

When to use it: Pulling vendor name, line items, and totals from uploaded invoice PDFs Reading merchant name and transaction date from scanned expense receipts Extracting fields from W-2 forms during tax document processing Training a custom model to parse a proprietary contract template Classifying incoming document batches into predefined types before routing

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.AI.DocumentIntelligence (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Microsoft Entra Token Credential
  • API Key
  • Client Types
  • Prebuilt Models
  • Core Workflows
  • 1. Analyze Invoice
  • 2. Extract Layout (Text, Tables, Structure)
  • 3. Analyze Receipt
  • 4. Build Custom Model
  • 5. Build Document Classifier
  • 6. Classify Document
  • 7. Manage Models

microsoft/azure-ai-document-intelligence-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-ai-document-intelligence-ts/SKILL.md

Function: Document text and table extraction

When to use it: Use when processing invoices, receipts, IDs, forms, or building custom document models.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Document Intelligence REST SDK for TypeScript
  • Installation
  • Environment Variables
  • Authentication
  • DefaultAzureCredential
  • API Key
  • Analyze Document (URL)
  • Analyze Document (Local File)
  • Prebuilt Models
  • Extract Invoice Fields
  • Extract Receipt Fields
  • List Document Models
  • Build Custom Model
  • Build Document Classifier
  • Classify Document
  • Get Service Info

microsoft/azure-ai-formrecognizer-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-ai-formrecognizer-java/SKILL.md

Function: Document analysis and form extraction

When to use it: Parsing invoice PDFs to pull vendor name, line items, and totals into a database Extracting fields from scanned W2 forms during payroll processing Reading table data from multi-page contract PDFs without manual copy-paste Training a custom model to recognize a company-specific purchase order format Classifying incoming document batches as invoices, receipts, or contracts before routing

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI Document Intelligence SDK for Java
  • Before Implementation
  • Installation
  • Environment Variables
  • Authentication
  • DefaultAzureCredential (Recommended)
  • API Key
  • Administration Client
  • Async Client
  • Prebuilt Models
  • Core Patterns
  • Analyze from File
  • Analyze from URL
  • Extract Layout
  • Extract Document Fields
  • Analyze with Options

microsoft/azure-ai-ml-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-ml-py/SKILL.md

Function: Azure ML workspace and job management

When to use it: Submitting a training job to a remote GPU cluster without leaving Python Registering a trained model to the Azure ML model registry for deployment Building a multi-step pipeline that chains data prep and model training Scaling a compute cluster up or down based on job queue size Versioning datasets stored in Azure Blob Storage as named data assets

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Machine Learning SDK v2 for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • From Config File
  • Workspace Management
  • Create Workspace
  • List Workspaces
  • Data Assets
  • Register Data
  • Register Folder
  • Model Registry
  • Register Model
  • List Models
  • Compute
  • Create Compute Cluster

microsoft/azure-ai-openai-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-ai-openai-dotnet/SKILL.md

Function: GPT-4, embeddings, DALL-E, and Whisper client

When to use it: Sending chat completions to a GPT-4o deployment from a C# backend Generating text embeddings for a vector search index in .NET Transcribing audio files using Whisper via an Azure-managed endpoint Calling DALL-E 3 to generate images from within an ASP.NET application Wiring up function calling so a .NET service can invoke local methods from model responses

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.AI.OpenAI (.NET)
  • Installation
  • Environment Variables
  • Client Hierarchy
  • Authentication
  • API Key Authentication
  • Microsoft Entra Token Credential
  • Using OpenAI SDK Directly with Azure
  • Chat Completions
  • Basic Chat
  • Async Chat
  • Streaming Chat
  • Chat with Options
  • Multi-turn Conversation
  • Structured Outputs (JSON Schema)
  • Reasoning Models (o1, o4-mini)

microsoft/azure-ai-projects-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-ai-projects-dotnet/SKILL.md

Function: AI Foundry project management SDK

When to use it: Creating and running persistent agents with custom tools like Bing search or Azure AI Search Uploading training datasets to Azure Blob Storage through named connections Listing and filtering model deployments by publisher within an AI Foundry project Running relevance or groundedness evaluations against a dataset using built-in evaluators Managing Azure AI Search indexes as versioned artifacts within a project

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.AI.Projects (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Client Hierarchy
  • Core Workflows
  • 1. Get Persistent Agents Client
  • 2. Versioned Agents with Tools (Preview)
  • 3. Connections
  • 4. Deployments
  • 5. Datasets
  • 6. Indexes
  • 7. Evaluations
  • 8. Get Azure OpenAI Chat Client
  • Available Agent Tools
  • Key Types Reference

microsoft/azure-ai-projects-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-ai-projects-java/SKILL.md

Function: AI Foundry project management

When to use it: Listing all Azure AI connections available in a Foundry project Creating a search index backed by Azure AI Search from Java code Uploading documents to a dataset before running an evaluation Querying available model deployments in a Foundry project Running AI model evaluations and retrieving results programmatically

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI Projects SDK for Java
  • Installation
  • Environment Variables
  • Authentication
  • Client Hierarchy
  • Core Operations
  • List Connections
  • List Indexes
  • Create or Update Index
  • Access OpenAI Evaluations
  • Best Practices
  • Error Handling
  • Reference Links

microsoft/azure-ai-projects-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-projects-py/SKILL.md

Function: AI Foundry project client and agents

When to use it: Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evaluations, managing connections/deployments/datasets/indexes, or using OpenAI-compatible clients. This is the high-level Foundry SDK - for low-level agent operations, use azure-ai-agents-python skill.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI Projects Python SDK (Foundry SDK)
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Client Operations Overview
  • Two Client Approaches
  • 1. AIProjectClient (Native Foundry)
  • 2. OpenAI-Compatible Client
  • Agent Operations
  • Create Agent (Basic)
  • Create Agent with Tools
  • Versioned Agents with PromptAgentDefinition
  • Tools Overview
  • Thread and Message Flow
  • Connections
  • Deployments

microsoft/azure-ai-projects-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-ai-projects-ts/SKILL.md

Function: AI Foundry project client and agents

When to use it: Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluations, or getting OpenAI clients.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI Projects SDK for TypeScript
  • Installation
  • Environment Variables
  • Authentication
  • Operation Groups
  • Getting OpenAI Client
  • Agents
  • Create Agent
  • Agent with Tools
  • Run Agent
  • Connections
  • Deployments
  • Datasets
  • Indexes
  • Key Types
  • Best Practices

microsoft/azure-ai-textanalytics-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-textanalytics-py/SKILL.md

Function: NLP: sentiment, entities, key phrases

When to use it: Scanning customer support tickets for sentiment and flagging negative ones Redacting SSNs, emails, and phone numbers from uploaded documents before storage Extracting medical conditions and medications from clinical notes with UMLS linkage Detecting the language of incoming user messages to route them to the right support team Pulling key phrases from product reviews to surface recurring topics

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI Text Analytics SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Legacy: API Key (existing keyed deployments)
  • Sentiment Analysis
  • Entity Recognition
  • PII Detection
  • Key Phrase Extraction
  • Language Detection
  • Healthcare Text Analytics
  • Multiple Analysis (Batch)
  • Async Client
  • Client Types
  • Available Operations
  • Best Practices

microsoft/azure-ai-transcription-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-transcription-py/SKILL.md

Function: Speech-to-text transcription

When to use it: Transcribing recorded meeting audio with speaker labels Generating subtitles from video files stored in Azure Blob Storage Converting customer call recordings to searchable text Running real-time captions for a live audio stream Batch processing a folder of interview recordings overnight

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI Transcription SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Transcription (Batch)
  • Transcription (Real-time)
  • Best Practices
  • Reference Files

microsoft/azure-ai-translation-document-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-translation-document-py/SKILL.md

Function: Batch document translation

When to use it: Translating a product manual from English into five languages in one batch job Converting a legal PDF to Spanish without losing its table and header structure Running nightly translation of customer support tickets stored in Azure Blob Storage Applying a company-specific glossary when translating technical documentation to French Translating PowerPoint decks for international sales teams without manual reformatting

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI Document Translation SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Legacy: API Key (existing keyed deployments)
  • Basic Document Translation
  • Multiple Target Languages
  • Translate Single Document
  • Check Translation Status
  • List Document Statuses
  • Cancel Translation
  • Using Glossary
  • Supported Document Formats
  • Supported Languages
  • Async Client
  • Supported Formats

microsoft/azure-ai-translation-text-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-translation-text-py/SKILL.md

Function: Real-time text translation

When to use it: Translating user-submitted form content into a target language before storing it Detecting the language of incoming support tickets to route them correctly Converting Japanese text from Latin script input to Kanji output Looking up dictionary entries and part-of-speech tags for language learning apps Translating HTML page content while preserving markup structure

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI Text Translation SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Legacy: API Key (existing keyed deployments)
  • Basic Translation
  • Translate to Multiple Languages
  • Specify Source Language
  • Language Detection
  • Transliteration
  • Dictionary Lookup
  • Dictionary Examples
  • Get Supported Languages
  • Break Sentence
  • Translation Options
  • Async Client

microsoft/azure-ai-translation-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-ai-translation-ts/SKILL.md

Function: Text and document translation

When to use it: Use when implementing text translation, transliteration, language detection, or batch document translation.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Translation SDKs for TypeScript
  • Installation
  • Environment Variables
  • Text Translation Client
  • Authentication
  • Translate Text
  • Translate with Options
  • Get Supported Languages
  • Transliterate
  • Detect Language
  • Document Translation Client
  • Single Document Translation
  • Batch Document Translation
  • Get Translation Status
  • Get Supported Formats
  • Key Types

microsoft/azure-ai-vision-imageanalysis-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-ai-vision-imageanalysis-java/SKILL.md

Function: Image captioning, OCR, and object detection

When to use it: Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI Vision Image Analysis SDK for Java
  • Installation
  • Client Creation
  • With API Key
  • Async Client
  • With DefaultAzureCredential
  • Visual Features
  • Core Patterns
  • Generate Caption
  • Generate Caption from URL
  • Extract Text (OCR)
  • Detect Objects
  • Get Tags
  • Detect People
  • Smart Cropping
  • Dense Captions

microsoft/azure-ai-vision-imageanalysis-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-vision-imageanalysis-py/SKILL.md

Function: Image captions, tags, OCR, objects

When to use it: Generating alt text for uploaded product images automatically Extracting printed text from scanned receipts or forms Detecting people in security camera frames for downstream processing Getting suggested crop coordinates for profile photos at specific aspect ratios Tagging wildlife photographs by detected objects and scene content

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI Vision Image Analysis SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Legacy: API Key (existing keyed deployments)
  • Analyze Image from URL
  • Analyze Image from File
  • Image Caption
  • Dense Captions (Multiple Regions)
  • Tags
  • Object Detection
  • OCR (Text Extraction)
  • People Detection
  • Smart Cropping
  • Async Client
  • Visual Features

microsoft/azure-ai-voicelive-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-ai-voicelive-dotnet/SKILL.md

Function: Real-time bidirectional voice AI

When to use it: Building a voice assistant that responds to spoken questions in real time Adding bidirectional audio to a .NET customer support chatbot Triggering backend functions from voice commands during a live session Switching between text and audio modalities in the same conversation Connecting Azure Neural voices to a GPT-4o realtime model from a .NET app

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.AI.VoiceLive (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Microsoft Entra Token Credential
  • API Key
  • Client Hierarchy
  • Core Workflow
  • 1. Start Session and Configure
  • 2. Process Events
  • 3. Send User Message
  • 4. Function Calling
  • Voice Options
  • Supported Models
  • Key Types Reference
  • Best Practices

microsoft/azure-ai-voicelive-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-ai-voicelive-java/SKILL.md

Function: Real-time bidirectional voice AI

When to use it: Streaming PCM16 audio to an AI assistant and playing back spoken responses in real time Configuring server-side voice activity detection to end turns on silence Switching between Azure Neural voices and OpenAI voices within the same session Triggering Java function calls when the AI detects a user intent like fetching weather data Adding noise reduction and echo cancellation to microphone input before sending to the model

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI VoiceLive SDK for Java
  • Installation
  • Environment Variables
  • Authentication
  • API Key
  • DefaultAzureCredential (Recommended)
  • Key Concepts
  • Audio Requirements
  • Core Workflow
  • 1. Start Session
  • 2. Configure Session Options
  • 3. Send Audio Input
  • 4. Handle Events
  • Voice Configuration
  • OpenAI Voices
  • Azure Voices

microsoft/azure-ai-voicelive-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-ai-voicelive-py/SKILL.md

Function: Real-time bidirectional voice AI

When to use it: Use this skill when creating Python applications that need real-time bidirectional audio communication with Azure AI, including voice assistants, voice-enabled chatbots, real-time speech-to-speech translation, voice-driven avatars, or any WebSocket-based audio streaming with AI models. Supports Server VAD (Voice Activity Detection), turn-based conversation, function calling, MCP tools, avatar integration, and transcription.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI Voice Live SDK
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Legacy: API Key (existing keyed deployments)
  • Quick Start
  • Core Architecture
  • Connection Resources
  • Session Configuration
  • Audio Streaming
  • Send Audio (Base64 PCM16)
  • Receive Audio
  • Event Handling
  • Common Patterns
  • Manual Turn Mode (No VAD)
  • Interrupt Handling

microsoft/azure-ai-voicelive-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-ai-voicelive-ts/SKILL.md

Function: Real-time bidirectional voice AI

When to use it: Building a voice assistant that responds to spoken questions in real time Adding live voice interaction to a browser-based customer support chat Routing telephony audio through a GPT-4o model for automated call handling Streaming microphone input to Azure AI and playing back synthesized speech Wiring up function calls so a voice agent can fetch live data mid-conversation

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • @azure/ai-voicelive (JavaScript/TypeScript)
  • Installation
  • Environment Variables
  • Authentication
  • Microsoft Entra Token Credential (Recommended)
  • API Key
  • Client Hierarchy
  • Quick Start
  • Session Configuration
  • Event Handling (Azure SDK Pattern)
  • Function Calling
  • Voice Options
  • Supported Models
  • Turn Detection Options
  • Audio Formats
  • Key Types Reference

microsoft/azure-containerregistry-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-containerregistry-py/SKILL.md

Function: Container image and registry management

When to use it: Listing all repositories and their manifest counts in an ACR instance Deleting untagged manifests older than 30 days to reduce storage costs Locking production images by setting can_delete=False on specific tags Downloading blob layers from a registry for local inspection or migration Querying tag history ordered by last update to audit recent pushes

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Container Registry SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Entra ID (Recommended)
  • Anonymous Access (Public Registry)
  • List Repositories
  • Repository Operations
  • Get Repository Properties
  • Update Repository Properties
  • Delete Repository
  • List Tags
  • Filter by Order
  • Manifest Operations
  • List Manifests
  • Get Manifest Properties

microsoft/azure-mgmt-arizeaiobservabilityeval-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-arizeaiobservabilityeval-dotnet/SKILL.md

Function: Arize AI observability management

When to use it: Use when managing Arize AI organizations on Azure via Azure Marketplace, creating/updating/deleting Arize resources, or integrating Arize ML observability into .NET applications. Triggers: “Arize AI”, “ML observability”, “ArizeAIObservabilityEval”, “Arize organization”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.ResourceManager.ArizeAIObservabilityEval
  • Installation
  • Package Info
  • Environment Variables
  • Authentication
  • Core Workflow
  • Create an Arize AI Organization
  • Get an Organization
  • List Organizations
  • Update an Organization
  • Delete an Organization
  • Key Types
  • Enums
  • Best Practices
  • Error Handling
  • Direct Resource Access

microsoft/azure-mgmt-mongodbatlas-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-mongodbatlas-dotnet/SKILL.md

Function: MongoDB Atlas as ARM resources

When to use it: Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure Marketplace integration. This SDK manages the Azure-side organization resource, not Atlas clusters/databases directly.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.ResourceManager.MongoDBAtlas SDK
  • Package Information
  • Installation
  • Important Scope Limitation
  • Environment Variables
  • Authentication
  • Core Types
  • Workflows
  • Get Organization Collection
  • Create Organization
  • Get Existing Organization
  • List Organizations
  • Update Tags
  • Update Organization Properties
  • Delete Organization
  • Model Properties Reference

microsoft/azure-resource-manager-redis-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-redis-dotnet/SKILL.md

Function: Azure Cache for Redis provisioning

When to use it: Provisioning a new Redis cache with a specific SKU and TLS configuration Rotating primary or secondary access keys on a schedule Adding IP-range firewall rules to restrict cache access Configuring maintenance windows for Premium-tier caches Setting up geo-replication by linking two Premium Redis instances

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.ResourceManager.Redis (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Resource Hierarchy
  • Core Workflows
  • 1. Create Redis Cache
  • 2. Get Redis Cache
  • 3. Update Redis Cache
  • 4. Delete Redis Cache
  • 5. Get Access Keys
  • 6. Regenerate Access Keys
  • 7. Manage Firewall Rules
  • 8. Configure Patch Schedule (Premium SKU)
  • 9. Import/Export Data (Premium SKU)
  • 10. Force Reboot

microsoft/azure-search-documents-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-search-documents-dotnet/SKILL.md

Function: Full-text, vector, and hybrid search

When to use it: Running hybrid search queries that combine keyword, vector, and semantic ranking in a single request Building autocomplete and suggestion UIs backed by an Azure Search index Uploading and updating document batches in a .NET application Creating and managing search indexes from C# model classes using FieldBuilder Fetching extractive answers and captions from natural language queries against structured data

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.Search.Documents (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Client Selection
  • Index Creation
  • Using FieldBuilder (Recommended)
  • Manual Field Definition
  • Document Operations
  • Search Patterns
  • Basic Search
  • Faceted Search
  • Autocomplete and Suggestions
  • Vector Search
  • Semantic Search
  • Hybrid Search (Vector + Keyword + Semantic)

microsoft/azure-search-documents-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-search-documents-py/SKILL.md

Function: Full-text, vector, and hybrid search

When to use it: Querying a search index with combined keyword and vector similarity scoring Building autocomplete and type-ahead suggestions over a product catalog Indexing Azure Blob Storage documents with entity recognition skillsets Running semantic ranking on natural language questions against a knowledge base Filtering and faceting search results by category, rating, or date ranges

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI Search SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Legacy: API Key (existing keyed deployments)
  • Client Types
  • Create Index with Vector Field
  • Upload Documents
  • Keyword Search
  • Vector Search
  • Hybrid Search (Vector + Keyword)
  • Semantic Ranking
  • Filters
  • Facets
  • Autocomplete & Suggest
  • Indexer with Skillset

microsoft/azure-search-documents-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-search-documents-ts/SKILL.md

Function: Vector/hybrid search with semantic ranking

When to use it: Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building agentic retrieval with knowledge bases.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure AI Search SDK for TypeScript
  • Installation
  • Environment Variables
  • Authentication
  • Core Workflow
  • Create Index with Vector Field
  • Index Documents
  • Full-Text Search
  • Vector Search
  • Hybrid Search (Text + Vector)
  • Semantic Search
  • Filtering and Facets
  • Autocomplete and Suggestions
  • Batch Operations
  • Key Types
  • Best Practices

microsoft/azure-storage-blob-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-storage-blob-ts/SKILL.md

Function: Blob upload, download, and management

When to use it: Uploading user-generated files to Azure Blob Storage from a Node.js backend Generating short-lived SAS URLs for secure browser-side file downloads Writing append blobs for structured log accumulation across services Listing and paginating blobs under a container prefix for file browser UIs Copying blobs between containers during data migration or archival workflows

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • @azure/storage-blob (TypeScript/JavaScript)
  • Installation
  • Environment Variables
  • Authentication
  • Microsoft Entra Token Credential (Recommended)
  • Connection String
  • StorageSharedKeyCredential (Node.js only)
  • SAS Token
  • Client Hierarchy
  • Container Operations
  • Create Container
  • List Containers
  • Delete Container
  • Blob Operations
  • Upload Blob (Simple)
  • Upload from File (Node.js only)

microsoft/azure-storage-file-datalake-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-storage-file-datalake-py/SKILL.md

Function: Hierarchical data lake storage

When to use it: Uploading Spark or Databricks output files into organized directory hierarchies Setting user-level ACL permissions on a shared analytics folder Listing all files recursively under a specific partition path Appending log chunks to a file without overwriting existing data Moving processed files to an archive directory after pipeline completion

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Data Lake Storage Gen2 SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Client Hierarchy
  • File System Operations
  • Directory Operations
  • File Operations
  • Upload File
  • Download File
  • Delete File
  • List Contents
  • File/Directory Properties
  • Access Control (ACL)
  • Async Client
  • Best Practices

microsoft/azure-storage-file-share-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-storage-file-share-py/SKILL.md

Function: SMB file share management

When to use it: Mounting a shared file system across multiple Azure VMs using SMB Uploading and downloading large files in chunks to avoid memory pressure Creating share snapshots before running destructive batch operations Listing directory contents programmatically to build a file browser UI Copying files between paths within the same Azure storage account

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Storage File Share SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Share Operations
  • Create Share
  • List Shares
  • Get Share Client
  • Delete Share
  • Directory Operations
  • Create Directory
  • List Directories and Files
  • Delete Directory
  • File Operations
  • Upload File
  • Download File

microsoft/azure-storage-file-share-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-storage-file-share-ts/SKILL.md

Function: SMB file share operations

When to use it: Uploading log files from a Node.js service into an Azure file share Listing and browsing directory contents in a mounted SMB share Generating time-limited SAS URLs for secure file access Taking share snapshots before running batch file transformations Copying files between directories within the same storage account

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • @azure/storage-file-share (TypeScript/JavaScript)
  • Installation
  • Environment Variables
  • Authentication
  • Connection String (Simplest)
  • StorageSharedKeyCredential (Node.js only)
  • Microsoft Entra Token Credential
  • SAS Token
  • Client Hierarchy
  • Share Operations
  • Create Share
  • List Shares
  • Delete Share
  • Get Share Properties
  • Set Share Quota
  • Directory Operations

microsoft/azure-storage-queue-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-storage-queue-py/SKILL.md

Function: Simple message queuing

When to use it: Queuing image processing jobs from a web upload endpoint Distributing background tasks across multiple worker processes Buffering webhook payloads before writing to a database Decoupling order placement from fulfillment logic in e-commerce pipelines Detecting and handling poison messages with dequeue count tracking

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Queue Storage SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Queue Operations
  • Send Messages
  • Receive Messages
  • Peek Messages
  • Update Message
  • Delete Message
  • Clear Queue
  • Queue Properties
  • Async Client
  • Base64 Encoding
  • Best Practices
  • Reference Files

microsoft/azure-storage-queue-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-storage-queue-ts/SKILL.md

Function: Queue message operations

When to use it: Sending job payloads to a background worker queue Routing webhook events to async processors without blocking the HTTP response Moving repeatedly failing messages to a dead-letter queue after a dequeue threshold Peeking at queue depth to decide whether to scale worker instances Generating time-limited SAS tokens for third-party queue access

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • @azure/storage-queue (TypeScript/JavaScript)
  • Installation
  • Environment Variables
  • Authentication
  • Microsoft Entra Token Credential (Recommended)
  • Connection String
  • StorageSharedKeyCredential (Node.js only)
  • SAS Token
  • Client Hierarchy
  • Queue Operations
  • Create Queue
  • List Queues
  • Delete Queue
  • Get Queue Properties
  • Set Queue Metadata
  • Message Operations

microsoft/pydantic-models-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/pydantic-models-py/SKILL.md

Function: Pydantic models for API schemas

When to use it: Use when defining API request/response schemas, database models, or data validation in Python applications using Pydantic v2.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Pydantic Models
  • Quick Start
  • Multi-Model Pattern
  • camelCase Aliases
  • Optional Update Fields
  • Database Document
  • Integration Steps
  • Reference Files

mongodb/mongodb-query-optimizer

Catalog entry: Skills by MongoDB
Source documentation: https://github.com/mongodb/agent-skills/blob/main/skills/mongodb-query-optimizer/SKILL.md

Function: Analyze and optimize query performance using Atlas Performance Advisor

When to use it: Finding why a find() with sort is doing an in-memory SORT stage Picking the right field order for a compound index on a filter+sort query Reviewing Atlas Performance Advisor slow query logs from the last 24 hours Deciding which redundant indexes to drop on a collection near the 20-index limit Fixing a query that scans 50K keys but returns 100 documents

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • MongoDB Query Optimizer
  • When this skill is invoked
  • High Level Workflow
  • General Performance Help
  • Help with a Specific Query
  • MCP: available tools
  • 1\. DB connection string works for MongoDB MCP
  • 2\. Atlas API access works for MongoDB MCP
  • Example workflow 1 (help with specific query)
  • Example workflow 2 (general database performance help)
  • Load references
  • Output

mongodb/mongodb-search-and-ai

Catalog entry: Skills by MongoDB
Source documentation: https://github.com/mongodb/agent-skills/blob/main/skills/mongodb-search-and-ai/SKILL.md

Function: Implement Atlas Search and AI-powered recommendations with vector search

When to use it: Use this skill for ANY question about MongoDB search, including open-ended and explanatory ones asked before the user has any data or use case — ‘how does search work in MongoDB?’, ‘I’m new to MongoDB search, where do I start?’, ‘what’s the difference between Atlas Search and Vector Search?’, ‘which search type should I use?’, ‘what is vector search?’, ‘how does automated embedding work?’, ‘can you explain hybrid search?’. Do not answer these from general knowledge; use this skill. Also use to build search features: full-text queries, autocomplete, fuzzy matching, faceted search, semantic similarity, embeddings,

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • MongoDB Search and AI Recommendations Skill
  • Core Principles
  • Workflow
  • 0. Check for a Quickstart Request
  • 1. Discovery Phase
  • 2. Determine Search Type and Consult the Reference File
  • 3. Execution and Validation
  • Anti-Patterns to Avoid
  • Handling Edge Cases

NeoLabHQ/reflexion

Catalog entry: Development and Testing
Source documentation: https://github.com/NeoLabHQ/context-engineering-kit/blob/master/plugins/reflexion/README.md

Function: Self-refinement loop that forces the LLM to reflect on previous output and correct itself.

When to use it: Use when a task needs the capability described in this catalog entry: Self-refinement loop that forces the LLM to reflect on previous output and correct itself.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Reflexion Plugin
  • Plugin Target
  • Overview
  • Quick Start
  • Automatic Reflection with Hooks
  • How It Works
  • Commands
  • Theoretical Foundation

This catalog entry points to a collection. The scanned repository lists 3 distinct skill-file paths.

Sample members: critique · memorize · reflect

obra/using-superpowers

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/obra/superpowers/blob/main/skills/using-superpowers/SKILL.md

Function: Leverage core platform capabilities

When to use it: Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • The Rule
  • Skill Priority
  • Red Flags
  • Platform Adaptation
  • User Instructions

Qiuner/birdview

Catalog entry: Context Engineering
Source documentation: https://github.com/Qiuner/birdview/blob/main/SKILL.md

Function: Put architecture and constraints at the center of AI coding

When to use it: Use when a task needs the capability described in this catalog entry: Put architecture and constraints at the center of AI coding

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Birdview
  • Activation
  • Workflow
  • Confirm the displayed plan before implementation
  • Rules
  • Tools

realkimbarrett/generic-language-killer

Catalog entry: Advertising Skills by Kim Barrett
Source documentation: https://github.com/realkimbarrett/advertising-skills/blob/main/skills/qa/generic-language-killer/SKILL.md

Function: Remove vague, corporate, or AI-sounding language and replace it with clear, specific, human wording

When to use it: Trigger on “improve copy”, “sounds generic”, “too fluffy”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Role
  • Process
  • Output
  • Rules
  • Avoid

redis/redis-core

Catalog entry: Skills by Redis
Source documentation: https://github.com/redis/agent-skills/blob/main/skills/redis-core/SKILL.md

Function: Redis development best practices — data structures, query engine, vector search, caching, and performance optimization.

When to use it: Use when designing a Redis data model, caching objects, deciding between Hash and JSON, building counters, leaderboards, membership sets, or session stores, or when reviewing/cleaning up Redis key naming.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Redis Core
  • When to apply
  • 1. Choose the right data structure
  • 2. Use consistent key names
  • References

ruslanlap/cavemenko

Catalog entry: Context Engineering
Source documentation: https://github.com/ruslanlap/cavemenko/tree/main/skills/cavemenko

Function: Ukrainian pro-drop reply style, measured -49% tokens

When to use it: Use when a task needs the capability described in this catalog entry: Ukrainian pro-drop reply style, measured -49% tokens

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

No individual SKILL.md was retrieved; this entry is based on the catalog description and available repository README.

sametbrr/llm-wiki-manager

Catalog entry: Context Engineering
Source documentation: https://github.com/sametbrr/llm-wiki-manager/blob/main/SKILL.md

Function: Persistent LLM-managed personal wiki — the model writes, cross-references, and maintains the knowledge base while you curate sources. Implements Karpathy’s LLM Wiki pattern with 8 operating modes.

When to use it: Use this skill when the user wants to (1) bootstrap a new wiki, second brain, or research notebook; (2) ingest a new source (article, PDF, paper, transcript) and update relevant entity/concept pages, the index, and log; (3) query an existing wiki and synthesize an answer with citations, filing it back if useful; (4) update the wiki when a new source supersedes a claim across multiple pages (diff-before-write sweep); (5) lint the wiki for orphan pages, broken links, index drift, or stub pages — auto-dated reports. Trigger this when the user mentions a “second brain”, “research wiki”, “knowledge base”, or “Memex”,

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • LLM Wiki Manager
  • The three layers (memorize this)
  • Mode router
  • Core invariants (apply in every mode) — nine rules
  • 1. The user owns `raw/`. The LLM owns `wiki/`.
  • 2. Every operation logs to `wiki/log.md`.
  • 3. Every new or significantly-updated page touches `wiki/index.md`.
  • 4. Cross-reference aggressively.
  • 5. Cite back to `raw/`.
  • 6. Flag contradictions, don’t silently overwrite.
  • 7. Rewrite `wiki/hot.md` after every ingest.
  • 8. The schema lives in `CLAUDE.md` and is updated when conventions change.
  • 9. If the project’s `CLAUDE.md` declares an `External Wiki`, honor it.
  • Standard wiki layout
  • Bundled scripts
  • Bundled templates

Catalog entry: Skills by SerpApi
Source documentation: https://github.com/serpapi/skills/blob/master/skills/serpapi-web-search/SKILL.md

Function: Structured search data via 130+ engines: pick the right engine, extract the right keys, recover from errors

When to use it: Getting exact citation counts from Google Scholar instead of approximate web results Pulling live flight prices, hotel rates, and shopping prices as structured JSON Looking up local business details — phone, rating, reviews — via Google Maps Fanning out finance, news, and web queries in parallel for research tasks Cross-checking facts across Google and Bing before citing them

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Invocation
  • Engine selection
  • Gotchas
  • Parameters
  • Composition
  • Errors
  • Reference links

swaylq/humanize-chinese

Catalog entry: Specialized Domains
Source documentation: https://github.com/swaylq/humanize-chinese/blob/main/SKILL.md

Function: Detect and rewrite AI-generated Chinese text, fully offline, no LLM

When to use it: Use when user says: “去AI味”, “降AIGC”, “人性化文本”, “humanize chinese”, “AI检测”, “AIGC降重”, “去除AI痕迹”, “文本改写”, “论文降重”, “知网检测”, “维普检测”, “AI写作检测”, “让文字更自然”, “detect AI text”, “humanize text”, “make text human-like”, “去ai化”, “改成人话”, “去机器味”, “长文本改写”, “小说改写”, “写一篇”, “claudish”, “去claude腔”, “助手腔”, “去水印”, “watermark remover”, “remove watermark”

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Humanize Chinese AI Text v6
  • CLI Tools
  • 统一 CLI（推荐）
  • 独立脚本形式（等价）
  • 评分标准
  • 参数速查
  • 工作流（中文主线）
  • HC3-Chinese 基准测试
  • 流程 ①：写作指南 —— 生成时就别写出 AI 腔
  • 流程 ②：改写清单 —— 拿到稿子后定点过一遍
  • 先扫一遍：检测 AI 写作模式
  • 逐条拆：命中什么改什么
  • 学术论文特殊处理（不能口语化）
  • 流程 ④：Claude 腔 → 平实中文
  • 流程 ⑤：去水印
  • 流程 ⑥：纠错清单 —— 修错误、顺拗口，动作要轻

veniceai/venice-chat

Catalog entry: Skills by Venice.ai
Source documentation: https://github.com/veniceai/skills/blob/main/skills/venice-chat/SKILL.md

Function: Chat completions, multimodal inputs, tools, and streaming

When to use it: Use when a task needs the capability described in this catalog entry: Chat completions, multimodal inputs, tools, and streaming

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Venice Chat Completions
  • Use when
  • Minimal request
  • The request body
  • Core fields (OpenAI-compatible)
  • Capability gates (400 before inference)
  • `venice_parameters` (Venice-only)
  • Model feature suffixes
  • Messages and modalities
  • Images (`image_url`)
  • Audio (`input_audio`)
  • Video (`video_url`)
  • Documents (`file`)
  • Prompt caching (`cache_control`)
  • Tools & function calling
  • Reasoning models

veniceai/venice-embeddings

Catalog entry: Skills by Venice.ai
Source documentation: https://github.com/veniceai/skills/blob/main/skills/venice-embeddings/SKILL.md

Function: Embeddings models, dimensions, and encoding formats

When to use it: Use when a task needs the capability described in this catalog entry: Embeddings models, dimensions, and encoding formats

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Venice Embeddings
  • Use when
  • Minimal request
  • Request schema
  • Input limits
  • Response headers & compression
  • Using the OpenAI SDK
  • LangChain
  • Batch-embedding pattern
  • Choosing a model
  • Error handling
  • Gotchas

veniceai/venice-models

Catalog entry: Skills by Venice.ai
Source documentation: https://github.com/veniceai/skills/blob/main/skills/venice-models/SKILL.md

Function: Model catalog, traits, and compatibility mappings

When to use it: Use when a task needs the capability described in this catalog entry: Model catalog, traits, and compatibility mappings

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Venice Models
  • Use when
  • `GET /models`
  • Top-level `ModelResponse` fields
  • `model_spec` - common fields
  • `model_spec.capabilities` - text models
  • `model_spec.constraints` and type-specific fields
  • `model_spec.pricing` - by type
  • `GET /models/traits`
  • `GET /models/compatibility_mapping`
  • Common patterns
  • Pick a vision + reasoning model at runtime
  • Validate an image request before submit
  • Estimate LLM cost
  • Gotchas

Vladimir-Human/humanizer-ru

Catalog entry: Marketing
Source documentation: https://github.com/Vladimir-Human/humanizer-ru/blob/main/skills/humanizer-ru/SKILL.md

Function: Rewrites AI-written Russian text while preserving numbers, dates, and names

When to use it: Use when a task needs the capability described in this catalog entry: Rewrites AI-written Russian text while preserving numbers, dates, and names

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • humanizer-ru
  • Режимы
  • Как править
  • Признаки машинного текста и что с ними делать
  • Русская специфика
  • Факты неприкосновенны
  • Когда править мало
  • Что вернуть
  • Границы

wiltodelta/remove-ai-watermarks

Catalog entry: Specialized Domains
Source documentation: https://github.com/wiltodelta/remove-ai-watermarks/blob/main/skills/remove-ai-watermarks/SKILL.md

Function: Remove AI watermarks and provenance metadata from images you own

When to use it: Use when the user wants to strip or clean AI watermarks and generation labels, or asks whether a file was AI-generated or carries AI provenance, even if they do not name remove-ai-watermarks. Do not use for stock-agency, marketplace, classifieds, or other third-party paid-asset watermarks.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Remove AI watermarks
  • Scope
  • Workflow
  • 1. Scope
  • 2. Probe
  • 3. Install
  • 4. Choose the command
  • 5. Run
  • 6. Report
  • Examples
  • Identify without overstating the result
  • Remove a user-named visible AI label
  • Route an unavailable invisible removal safely
  • Gotchas
  • Do not

xberg-io/xberg

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/xberg-io/xberg/blob/main/plugin/skills/xberg/SKILL.md

Function: Extract text, tables, and metadata from 101+ document formats

When to use it: Use when writing code that calls Xberg APIs in Python, Node.js/TypeScript, Rust, or CLI. Covers installation, extraction (sync/async), configuration (OCR, chunking, output format), batch processing, error handling, and plugins.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Xberg Document Extraction
  • Installation
  • Python
  • Node.js
  • Rust
  • CLI
  • Quick Start
  • Configuration
  • Python (snake_case)
  • Node.js (camelCase)
  • Rust (snake_case)
  • Config File (TOML)
  • Batch Processing
  • OCR
  • Backends
  • Language Codes

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本分类中文版

Posted Updated Agent Skills / Agent Tools & Automation2 hours read (About 20751 words)

Agent Tools & Automation | Agent Skills

Agent Tools & Automation

Agent tools and automation skills describe reusable agent behavior, tool integrations, orchestration, and repeatable workflows.

Catalog snapshot: November 2, 2026

Category menu

Skills in this category

777genius/agent-notifications

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/777genius/agent-notifications/blob/main/skills/agent-notifications/SKILL.md

Function: Send desktop attention and progress alerts during agent tasks

When to use it: Use when a task needs the capability described in this catalog entry: Send desktop attention and progress alerts during agent tasks

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

aeonfun/aeon

Catalog entry: Development and Testing
Source documentation: https://github.com/aeonfun/aeon/blob/main/plugin/skills/aeon/SKILL.md

Function: 70+ Claude Code skills + autonomous GitHub Actions agent framework

When to use it: Use when the user mentions Aeon, aeon.yml, an Aeon skill / instance / routine / pack, asks to schedule, enable, edit, or debug an agent that runs on a cron, or asks what of their repeated/manual work Aeon could take over.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Aeon
  • Preflight (every mode)
  • Mode 1 - Start on Aeon
  • Mode 2 - Reschedule / change the routine
  • Mode 3 - Unblock
  • Mode 4 - Turn this chat into a skill
  • Skill file shape
  • Mode 5 - Change what an existing skill does
  • Mode 6 - “What should I turn on?”
  • Installing more
  • Mode 7 - Strategy and voice
  • `STRATEGY.md` - the north star
  • `soul/` - how it sounds
  • Mode 8 - Mine history for skills to automate
  • Providers and harnesses
  • Gateway - what powers Claude Code

amirkiarafiei/subagent-cli-skills

Catalog entry: Context Engineering
Source documentation: https://github.com/amirkiarafiei/subagent-cli-skills/blob/main/skills/README.md

Function: Delegate heavy work to 15 other agent CLIs as subagents

When to use it: Use when a task needs the capability described in this catalog entry: Delegate heavy work to 15 other agent CLIs as subagents

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Usage examples
  • Available skills
  • Install

This catalog entry points to a collection. The scanned repository lists 24 distinct skill-file paths.

Sample members: antigravity-cli · claude-code · cline-cli · codex-cli · copilot-cli · cursor-cli · deepagents-code · devin-cli
More members are available in the source repository.

anthropics/mcp-builder

Catalog entry: Official Claude Skills
Source documentation: https://github.com/anthropics/skills/blob/main/skills/mcp-builder/SKILL.md

Function: Create MCP servers to integrate external APIs and services

When to use it: Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • MCP Server Development Guide
  • Overview
  • Process
  • 🚀 High-Level Workflow
  • Phase 1: Deep Research and Planning
  • Phase 2: Implementation
  • Phase 3: Review and Test
  • Phase 4: Create Evaluations
  • Reference Files
  • 📚 Documentation Library
  • Core MCP Documentation (Load First)
  • SDK Documentation (Load During Phase 1/2)
  • Language-Specific Implementation Guides (Load During Phase 2)
  • Evaluation Guide (Load During Phase 4)

anthropics/skill-creator

Catalog entry: Official Claude Skills
Source documentation: https://github.com/anthropics/skills/blob/main/skills/skill-creator/SKILL.md

Function: Guide for creating skills that extend Claude’s capabilities

When to use it: Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill’s description for better triggering accuracy.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Skill Creator
  • Communicating with the user
  • Creating a skill
  • Capture Intent
  • Interview and Research
  • Write the SKILL.md
  • Skill Writing Guide
  • Writing Style
  • Test Cases
  • Running and evaluating test cases
  • Step 1: Spawn all runs (with-skill AND baseline) in the same turn
  • Step 2: While runs are in progress, draft assertions
  • Step 3: As runs complete, capture timing data
  • Step 4: Grade, aggregate, and launch the viewer
  • What the user sees in the viewer
  • Step 5: Read the feedback

anthropics/template

Catalog entry: Official Claude Skills
Source documentation: https://github.com/anthropics/skills/blob/main/README.md

Function: Basic template for creating new skills

When to use it: Starting a new skill without manually writing the frontmatter structure Checking the required fields before publishing a skill to a registry Copying the template to stub out multiple skills in one session Onboarding contributors who have not written a skill before Validating that a skill file meets the minimum spec before wiring it into an agent

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Skills
  • About This Repository
  • Disclaimer
  • Skill Sets
  • Try in Claude Code, Claude.ai, and the API
  • Claude Code
  • Claude.ai
  • Claude API
  • Creating a Basic Skill
  • Partner Skills

apitube/news-api-skills

Catalog entry: Specialized Domains
Source documentation: https://github.com/apitube/news-api-skills/blob/main/skills/apitube-news-api/SKILL.md

Function: Search worldwide news by keyword, entity, sentiment, source, date

When to use it: Use when an agent needs live or historical news data, media monitoring, or news for a RAG pipeline.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • APITube News API
  • Authentication
  • Endpoints
  • Key parameters for `/news/everything`
  • Exclusions: only 21 filters have an `ignore.` twin
  • Plain-language queries with `prompt`
  • Response shape
  • Envelope
  • Article object
  • Do not feed response values straight back into filters
  • Rate limits and errors

apollographql/apollo-mcp-server

Catalog entry: Skills by Apollo GraphQL
Source documentation: https://github.com/apollographql/skills/blob/main/skills/apollo-mcp-server/SKILL.md

Function: Connect AI agents to GraphQL APIs through the Model Context Protocol

When to use it: Use this skill when: (1) setting up or configuring Apollo MCP Server, (2) defining MCP tools from GraphQL operations, (3) using introspection tools (introspect, search, validate, execute, explorer), (4) configuring authentication, CORS, health checks, or telemetry, (5) writing Rhai scripts for request lifecycle hooks, (6) defining MCP prompts, (7) troubleshooting MCP server connectivity or tool execution issues, (8) building MCP Apps for interactive UI experiences, (9) deploying Apollo MCP Server to production.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Apollo MCP Server Guide
  • Quick Start
  • Step 1: Install
  • Step 2: Configure
  • Step 3: Connect
  • Built-in Tools
  • Defining Custom Tools
  • 1. Operation Files (Recommended)
  • 2. Operation Collections
  • 3. Persisted Queries
  • 4. Schema Introspection
  • 5. GraphOS Uplink
  • Reference Files
  • Key Rules
  • Security
  • Authentication

apollographql/skill-creator

Catalog entry: Skills by Apollo GraphQL
Source documentation: https://github.com/apollographql/skills/blob/main/skills/skill-creator/SKILL.md

Function: Create and structure Agent Skills focused on Apollo GraphQL

When to use it: Use this skill when: (1) users want to create a new skill, (2) users want to update an existing skill, (3) users ask about skill structure or best practices, (4) users need help writing SKILL.md files.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Skill Creator Guide
  • What is a Skill?
  • Directory Structure
  • SKILL.md Format
  • Frontmatter (Required)
  • Frontmatter Fields
  • Name Rules
  • Description Best Practices
  • Body Content
  • Recommended Sections
  • Example Structure
  • Security-Sensitive Content
  • When does a skill need security guidance?
  • How to surface security in a skill
  • Anti-patterns
  • Progressive Disclosure

archcore-ai/archcore

Catalog entry: Context Engineering
Source documentation: https://github.com/archcore-ai/archcore/blob/main/README.md

Function: Spec-driven development and context engineering for AI coding agents

When to use it: Use when a task needs the capability described in this catalog entry: Spec-driven development and context engineering for AI coding agents

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Archcore
  • Install
  • Three commands
  • Plan: the agent builds from documents, not from a chat message
  • Document: you say it once, Archcore writes the document
  • Review: the code and the documents agree before merge
  • What you get
  • How it compares
  • Go deeper

This catalog entry points to a collection. The scanned repository lists 4 distinct skill-file paths.

Sample members: document · init · plan · review

Atomic-Mail/atomicmail

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/Atomic-Mail/atomic-mail-agentic/blob/main/integrations/skill/atomicmail/SKILL.md

Function: Agent registers its own inbox, then sends and reads mail

When to use it: Use when the user asks to register an email inbox, list mailboxes, fetch or send email.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Atomic Mail
  • When to use this skill
  • Commands
  • Defaults
  • Workflow
  • 1. Register (new account)
  • 2. Register (existing API key, in case losing the credentials file)
  • 3. JMAP request
  • Inbox checks (after register)
  • On `scheduled`, use your host’s own scheduler
  • Give the scheduled job the least it needs
  • 4. Help
  • Security
  • Attachments and blobs
  • Overriding defaults
  • Platform notes

AvdLee/swiftui-expert-skill

Catalog entry: Development and Testing
Source documentation: https://github.com/AvdLee/SwiftUI-Agent-Skill/blob/main/README.md

Function: Modern SwiftUI best practices and iOS 26+ Liquid Glass adoption

When to use it: Use when a task needs the capability described in this catalog entry: Modern SwiftUI best practices and iOS 26+ Liquid Glass adoption

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • SwiftUI Expert Skill
  • Who this is for
  • See also my other skills:
  • How to Use This Skill
  • Option A: Using skills.sh (recommended)
  • Option B: ChatGPT & Codex (OpenAI Plugins Directory)
  • Option C: Claude Code Plugin
  • Option D: Cursor Plugin
  • Using another tool?
  • What’s Inside
  • Recording & Analysing Instruments Traces
  • Skill Structure
  • Maintenance
  • Contributing
  • Acknowledgments
  • About the authors

awrshift/claude-memory-kit

Catalog entry: Context Engineering
Source documentation: https://github.com/awrshift/claude-memory-kit/blob/main/README.md

Function: Persistent memory with hooks, wiki, and daily synthesis for multi-project workflows

When to use it: Use when a task needs the capability described in this catalog entry: Persistent memory with hooks, wiki, and daily synthesis for multi-project workflows

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Claude Memory Kit
  • How it works
  • Install
  • What is inside the plugin
  • Hooks — run by themselves
  • Skills — you call them, or just say what you want
  • Agents — workers your agent delegates to
  • Rule templates — the always-loaded part you opt into
  • Reference — depth, read only when needed
  • Templates, scripts and the agreement
  • What it creates in your folder
  • The method for work with subagents
  • Why not the built-in memory?
  • Privacy and cost
  • Origin

This catalog entry points to a collection. The scanned repository lists 10 distinct skill-file paths.

Sample members: close-session · code-sync · document · memory-audit · qa-sweep · second-opinion · session-review · setup
More members are available in the source repository.

baskduf/codex-fable5

Catalog entry: Development and Testing
Source documentation: https://github.com/baskduf/FableCodex/blob/main/plugins/codex-fable5/skills/codex-fable5/SKILL.md

Function: Evidence-based workflow gates for Codex

When to use it: Use when the user asks to make Codex act like Fable, Fable5, fablize, or Value-for-Fable/VFF; convert Anthropic or Claude system-prompt/tool instructions to Codex; set up a Fable-style tool-first workflow with goal gates, investigation, verification grounding, cost-aware routing, or 2-pass review; create Codex AGENTS.md guidance from Fable-like behavior; or connect Codex to an authorized Fable-compatible provider through an OpenAI-compatible gateway.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Codex Fable5
  • Overview
  • Non-Negotiables
  • Core Loop
  • Routing Map
  • Durable Setup
  • Scripts

bitwize-music-studio/claude-ai-music-skills

Catalog entry: Specialized Domains
Source documentation: https://github.com/bitwize-music-studio/claude-ai-music-skills/blob/main/README.md

Function: Full-lifecycle AI music album production

When to use it: Use when a task needs the capability described in this catalog entry: Full-lifecycle AI music album production

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Claude AI Music Skills
  • Example Workflow
  • Install
  • Architecture
  • Skill System (53 Skills)
  • Multi-Model Orchestration
  • MCP Server (80+ Tools)
  • Research System
  • Quality Gates
  • Genre Coverage
  • CI/CD
  • Project Structure
  • Detailed Documentation
  • Contributors
  • License
  • Disclaimer

This catalog entry points to a collection. The scanned repository lists 53 distinct skill-file paths.

Sample members: about · album-art-director · album-conceptualizer · album-dashboard · album-ideas · clipboard · cloud-uploader · configure
More members are available in the source repository.

brave/bx

Catalog entry: Skills by Brave
Source documentation: https://github.com/brave/brave-search-skills/blob/main/skills/bx/SKILL.md

Function: CLI tool for web search built for AI agents

When to use it: Looking up error messages and stack traces during a debugging session Searching official documentation for a specific library or framework Grounding LLM responses with current web content in an agent workflow Checking recent news and breaking changes before a dependency upgrade Finding local businesses or points of interest from the command line

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • bx — Brave Search CLI
  • Quick Start
  • When to Use Which Command
  • Commands
  • Response Shapes
  • Token Budget Control
  • Goggles — Custom Ranking
  • Domain Shortcuts
  • Inline Rules
  • DSL Quick Reference
  • Piping Rules via Stdin
  • Agent Workflow Examples
  • Exit Codes
  • Use Cases
  • Notes

browser-act/browser-act

Catalog entry: Development and Testing
Source documentation: https://github.com/browser-act/skills/blob/main/browser-act/SKILL.md

Function: Automate authenticated browsers with extraction and human handoff

When to use it: Use when a task needs the capability described in this catalog entry: Automate authenticated browsers with extraction and human handoff

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • browser-act
  • Features
  • Start here

browserbase/browser

Catalog entry: Skills by Browserbase
Source documentation: https://github.com/browserbase/skills/blob/main/skills/browser/SKILL.md

Function: Automate web browser interactions through natural language CLI commands

When to use it: Use when the user asks to browse websites, navigate web pages, extract data from websites, take screenshots, fill forms, click buttons, or interact with web applications. Supports remote Browserbase sessions with Browserbase Identity, Verified browsers, automatic CAPTCHA solving, and residential proxies — ideal for protected websites and JavaScript-heavy pages.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Browser Automation
  • Setup check
  • Environment Selection (Local vs Remote)
  • Local mode
  • Remote mode (Browserbase)
  • When to choose which
  • Commands
  • Navigation
  • Page state (prefer snapshot over screenshot)
  • Interaction
  • CDP event tailing
  • Session management
  • Typical workflow
  • Quick Example
  • Mode Comparison
  • Best Practices

browserbase/browserbase-cli

Catalog entry: Skills by Browserbase
Source documentation: https://github.com/browserbase/skills/blob/main/README.md

Function: CLI wrapper around the Browserbase platform

When to use it: Deploying a serverless browser function to scrape product pages on a schedule Fetching rendered HTML from a JavaScript-heavy site without spinning up a full browser session Searching the web from a CI pipeline and saving results to a JSON file Creating a new Browserbase session with proxy and captcha-solving options Scaffolding a pre-built template for form-filling or data extraction

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Browserbase Skills
  • Skills
  • Installation
  • Claude Code
  • Usage
  • Troubleshooting
  • Chrome not found
  • Profile refresh
  • Resources

Catalog entry: Skills by Browserbase
Source documentation: https://github.com/browserbase/skills/blob/main/skills/cookie-sync/SKILL.md

Function: Export cookies from local Chrome into a Browserbase persistent context

When to use it: Use when the user wants to browse as themselves, sync cookies, or log into sites via Browserbase.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Cookie Sync — Local Chrome → Browserbase Context
  • Prerequisites
  • Setup
  • Usage
  • Basic — sync all cookies
  • Filter by domain — only sync specific sites
  • Refresh cookies in an existing context
  • Verified browser mode
  • Residential proxy with geolocation
  • Combine flags
  • Browsing Authenticated Sites
  • Reusing Contexts for Scheduled Jobs
  • Troubleshooting

browserbase/fetch

Catalog entry: Skills by Browserbase
Source documentation: https://github.com/browserbase/skills/blob/main/skills/fetch/SKILL.md

Function: Fetch HTML, JSON, headers, and status codes through the Browserbase API

When to use it: Use this skill when the user wants to retrieve a URL without a full browser session: fetch HTML or JSON from static pages, inspect status codes or headers, follow redirects, or get page source for simple scraping. Prefer it over a browser when JavaScript rendering and page interaction are not needed. Supports proxies and redirect control.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Browserbase Fetch API
  • Prerequisites
  • When to Use Fetch vs Browser
  • Safety Notes
  • Using with cURL
  • Request Options
  • Response
  • Using with the SDK
  • Node.js (TypeScript)
  • Python
  • Common Options
  • Follow redirects
  • Enable proxies
  • Error Handling
  • Best Practices

Catalog entry: Skills by Browserbase
Source documentation: https://github.com/browserbase/skills/blob/main/skills/search/SKILL.md

Function: Search the web via the Browserbase API with structured results

When to use it: Use this skill when the user wants to search the web without a full browser session: find URLs, titles, and metadata for a query. Prefer it over a browser when you just need search results, not page content. Returns structured results with titles, URLs, authors, and dates.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Browserbase Search API
  • Prerequisites
  • When to Use Search vs Browser
  • Safety Notes
  • Using with cURL
  • Request Options
  • Response
  • Common Options
  • Limit number of results
  • Error Handling
  • Best Practices

Cap-go/capgo-skills

Catalog entry: Development and Testing
Source documentation: https://github.com/Cap-go/capgo-skills/blob/main/README.md

Function: Capacitor app upgrades, live updates, native builds and migrations

When to use it: Use when a task needs the capability described in this catalog entry: Capacitor app upgrades, live updates, native builds and migrations

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Capacitor Agent Skills by Capgo
  • Lifecycle Coverage
  • Use with AI Coding Agents
  • Compatibility
  • Installation
  • skills.sh
  • Claude Code Plugin Marketplace
  • Gemini CLI
  • Cursor and Codex
  • Available Skills
  • Core Development
  • Growth & Revenue
  • Security
  • Testing & CI/CD
  • Debugging & Tooling
  • UI & Design

This catalog entry points to a collection. The scanned repository lists 56 distinct skill-file paths.

Sample members: subscription-app-revenue · capawesome-live-update-migration · cocoapods-to-spm · cordova-to-capacitor · framework-to-capacitor · ionic-appflow-migration · ionic-enterprise-sdk-migration · sqlite-to-fast-sql
More members are available in the source repository.

cbrock84/headcount

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/cbrock84/headcount/blob/main/README.md

Function: Company departments as installable skills, each citing its sources

When to use it: Use when a task needs the capability described in this catalog entry: Company departments as installable skills, each citing its sources

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Install
  • Use
  • Departments
  • Sources
  • How it is organized
  • Contributing
  • Contributors
  • Going further
  • Supporting this work
  • Writing
  • License

This catalog entry points to a collection. The scanned repository lists 180 distinct skill-file paths.

Sample members: chief-strategy-officer · market-entry · mergers-and-acquisitions · portfolio-strategy · scenario-planning · strategic-alliances · chief-customer-officer · customer-onboarding-and-implementation
More members are available in the source repository.

Charlie85270/Dorothy

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/Charlie85270/Dorothy/blob/main/README.md

Function: Orchestrate multiple AI CLI agents with automations and MCP servers

When to use it: Use when a task needs the capability described in this catalog entry: Orchestrate multiple AI CLI agents with automations and MCP servers

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Dorothy
  • Table of Contents
  • Why Dorothy
  • Core Features
  • Parallel Agent Management
  • Super Agent (Orchestrator)
  • Usage Tracking
  • Skills & Plugin System
  • Settings Management
  • Automations
  • Supported Sources
  • Execution Pipeline
  • Template Variables
  • Example: Automated PR Review Bot
  • Example: JIRA Issue Processor
  • Kanban Task Management

This catalog entry points to a collection. The scanned repository lists 4 distinct skill-file paths.

Sample members: component-refactoring · vercel-react-best-practices · web-design-guidelines · world-builder

conorluddy/ios-simulator-skill

Catalog entry: Development and Testing
Source documentation: https://github.com/conorluddy/ios-simulator-skill/blob/main/ios-simulator-skill/skills/ios-simulator-skill/SKILL.md

Function: Control iOS Simulator

When to use it: Use when asked to build or test an Xcode project, launch an app on a simulator, tap/type/swipe through its UI by accessibility label, take screenshots or visual diffs, audit accessibility, read logs or diagnose hangs, or manage simulators (boot, erase, permissions, location, push, appearance). macOS only; needs Xcode, Python 3.12+ and idb.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • iOS Simulator Skill
  • Quick Start
  • Navigation Strategy
  • 30 Production Scripts
  • Build & Development (2 scripts)
  • Device State (3 scripts)
  • Navigation & Interaction (5 scripts)
  • Testing & Analysis (9 scripts)
  • Advanced Testing & Permissions (4 scripts)
  • Simulator Discovery (2 scripts)
  • Device Lifecycle Management (5 scripts)
  • Common Patterns
  • Typical Workflow
  • Configuration
  • Requirements
  • Troubleshooting

Continuum-AI-Corp/orca-replay

Catalog entry: Development and Testing
Source documentation: https://github.com/Continuum-AI-Corp/OrcaReplay/blob/main/skills/orca-replay/SKILL.md

Function: Answer questions about past agent runs from their recordings

When to use it: Use when asked why an earlier run did something, or to reproduce a failure.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Reading a recorded agent run
  • When to Use This Skill
  • Workflow
  • 1. Find the run
  • 2. Narrow to the chain that produced the thing being asked about
  • 3. Report `recorded` and `inferred` differently
  • 4. Reproduce it before explaining it
  • 5. Only then consider comparing models
  • If there is no recording yet
  • Sharing a run with someone else
  • Limitations
  • Tools

cyperx84/claude-skills-mental-models

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/cyperx84/claude-skills-mental-models/blob/main/skills/mental-models/SKILL.md

Function: Drop your own mental models in as files; 21 included

When to use it: Use when user requests decision analysis, says “help me think”, “apply mental model”, mentions model names (inversion, bottlenecks, second-order thinking), or needs structured thinking frameworks.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Mental Models
  • When to Activate
  • Step 1 — Load the index
  • Step 2 — YOU select the models
  • Step 3 — Retrieve each pick
  • Step 4 — Apply
  • Step 5 — Report
  • Core Guidelines
  • The format
  • Files in This Skill

czlonkowski/n8n-mcp-tools-expert

Catalog entry: n8n Automation
Source documentation: https://github.com/czlonkowski/n8n-skills/blob/main/skills/n8n-mcp-tools-expert/SKILL.md

Function: MCP tools guide with tool selection and node formats

When to use it: Use when searching for nodes, validating configurations, accessing templates, managing workflows, organizing workflows into folders, managing credentials, auditing instance security, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats, and common patterns. IMPORTANT — Always consult this skill before calling any n8n-mcp tool — it prevents common mistakes like wrong nodeType formats, incorrect parameter structures, and inefficient tool usage. If the user mentions n8n, workflows, nodes, or automation and you have n8n MCP tools available, use this skill first.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • n8n MCP Tools Expert
  • Tool Categories
  • Quick Reference
  • Most Used Tools (by success rate)
  • Tool Selection Guide
  • Finding the Right Node
  • Validating Configuration
  • Managing Workflows
  • Critical: Node JSON Hygiene When Creating Workflows
  • Critical: nodeType Formats
  • Format 1: Search/Validate Tools
  • Format 2: Workflow Tools
  • Conversion
  • Common Mistakes
  • Tool Usage Patterns
  • Detailed Guides

czlonkowski/n8n-workflow-patterns

Catalog entry: n8n Automation
Source documentation: https://github.com/czlonkowski/n8n-skills/blob/main/skills/n8n-workflow-patterns/SKILL.md

Function: Workflow patterns for webhook, HTTP, database, and AI tasks

When to use it: Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API integration, database operations, AI agent workflows, batch processing, or scheduled tasks. Always consult this skill when the user asks to create, build, or design an n8n workflow, automate a process, or connect services — even if they don’t explicitly mention ‘patterns’. Covers webhook, API, database, AI, batch processing, and scheduled automation architectures. Also use when optimizing a slow workflow or speeding up large-item-count processing (

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • n8n Workflow Patterns
  • The 6 Core Patterns
  • Pattern Selection Guide
  • When to use each pattern:
  • Common Workflow Components
  • 1. Triggers
  • 2. Data Sources
  • 3. Transformation (native first)
  • 4. Outputs
  • 5. Error Handling
  • Workflow Creation Checklist
  • Planning Phase
  • Implementation Phase
  • Validation Phase
  • Deployment Phase
  • Workflow lifecycle: validate, verify, test before activating

dreammis/social-auto-upload

Catalog entry: Marketing
Source documentation: https://github.com/dreammis/social-auto-upload/blob/main/skills/social-auto-upload/SKILL.md

Function: Cross-platform publishing CLI and skills for 17 social platforms

When to use it: Use when 用户要在本仓库支持的平台发布视频、文章或图文，或需要把内容分发到多个指定平台。

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • social-auto-upload 总入口
  • 选择平台入口
  • 工作流程
  • 安装入口

eatmoreduck/boss-zhipin-scraper

Catalog entry: Specialized Domains
Source documentation: https://github.com/eatmoreduck/boss-zhipin-scraper/blob/master/SKILL.md

Function: BOSS Zhipin (zhipin.com) job scraper via Chrome CDP, plaintext salaries

When to use it: Use when user wants to search/analyze jobs on BOSS直聘 or zhipin.com.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • BOSS直聘职位抓取工具 v2.3
  • 前置条件
  • 脚本位置
  • 依赖安装（首次使用必须执行）
  • 自动化流程
  • 第 1 步：检查环境
  • 第 2 步：启动专用浏览器 CDP（仅在 --check CDP 不通时）
  • 第 3 步：运行抓取
  • 参数速查
  • 筛选参数
  • 城市代码
  • 输出格式
  • JSON
  • CSV
  • 工作原理
  • 数据安全策略

edonadei/evaluate-skill

Catalog entry: Development and Testing
Source documentation: https://github.com/edonadei/caliper/blob/main/skills/evaluate-skill/SKILL.md

Function: Measures skill reliability with repeated runs, with and without it

When to use it: Use when the user wants to run, validate, interpret, or compare a skill’s eval, or write an .eval.yaml spec whose tasks they have already decided.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Evaluate Skill
  • Prerequisites
  • The four questions
  • Spec shape
  • Running
  • Reading results
  • Whose setup is measured
  • No eval yet?
  • Done when

efremidze/swift-patterns-skill

Catalog entry: Development and Testing
Source documentation: https://github.com/efremidze/swift-patterns-skill/blob/main/swift-patterns/SKILL.md

Function: Modern Swift/SwiftUI best practices

When to use it: Use when a task needs the capability described in this catalog entry: Modern Swift/SwiftUI best practices

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • swift-patterns
  • Workflow Decision Tree
  • 1) Review existing SwiftUI code
  • 2) Refactor existing SwiftUI code
  • 3) Implement new SwiftUI features
  • 4) Answer best practice questions
  • Response Templates
  • Quick Reference: Property Wrapper Selection
  • Quick Reference: Modern API Replacements
  • Review Checklist
  • State Management
  • Modern APIs
  • View Composition
  • Navigation & Sheets
  • Lists & Collections
  • Performance

elithril/blender-kiln

Catalog entry: Specialized Domains
Source documentation: https://github.com/elithril/blender-kiln/blob/main/plugin/SKILL.md

Function: Text or photo to game-ready GLB through Blender MCP

When to use it: Use when the user wants a 3D model, prop, character or GLB/glTF/FBX/USDZ file made — from a text brief, a reference image, a free marketplace (PolyHaven, Sketchfab) or AI generation — AND when they bring an existing 3D file to fix: too heavy or too many polygons (optimize, compress, LODs), broken normals, scale or origin, materials lost on glTF export, conversion between GLB, FBX and USDZ, texturing, rigging for animation, animating it (walk and idle cycles, text-to-motion, looping clips, articulated props), or inspection. Drives Blender through a Blender MCP server (ahujasid’s or the official Blender Lab one). B

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • blender-kiln — The 3D Asset Forge
  • Commands
  • Argument routing
  • Iron Rules
  • Pipeline — `/kiln`
  • [1] CONFIG and [2] BRIEF — `references/pipeline-brief.md`
  • [3] SOURCE — `references/pipeline-source.md`
  • [4] IMPORT and [5] CLEANUP — `references/pipeline-import-cleanup.md`
  • [5b] TEXTURING
  • Review rounds — `references/review-rounds.md`
  • [5c] RIG and [5d] ANIMATE — `references/pipeline-rig-animate.md`
  • [6] OPTIMIZE and [7] EXPORT — `references/pipeline-optimize-export.md`
  • Blender MCP
  • Setup and dependencies
  • Standalone commands
  • Multi-Asset Sessions

exadel-inc/agentic-readiness-assessment

Catalog entry: Development and Testing
Source documentation: https://github.com/exadel-inc/agentic-readiness-assessment/blob/main/skills/agentic-readiness-assessment/SKILL.md

Function: Assess repository readiness for AI coding agents and prioritize fixes.

When to use it: Use when the user requests an agentic-readiness assessment, readiness scorecard, AI-readiness audit of a codebase, or recommendations for improving AI-assisted development workflows.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agentic Readiness Assessment
  • Objective
  • Host Execution Contract
  • Evidence and Safety Rules
  • Dependency Installation
  • Blockers and Fix Ownership
  • Audit Method
  • Delegation
  • 1. Baseline and Scope
  • 2. Resolve the Archetype’s Surfaces
  • 3. Reconstruct the Golden Path
  • 4. Exercise Applicable Validation
  • 5. Check Operability and Enforcement
  • Cost Discipline
  • Probe
  • Score Readiness

finom/vovk

Catalog entry: Development and Testing
Source documentation: https://github.com/finom/vovk/blob/main/README.md

Function: Next.js API routes as MCP tools and typed clients

When to use it: Use when a task needs the capability described in this catalog entry: Next.js API routes as MCP tools and typed clients

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Vovk.ts
  • Install to existing Next.js project
  • Features
  • What it looks like
  • What one procedure becomes
  • Agent Skills
  • Repository
  • Links

This catalog entry points to a collection. The scanned repository lists 15 distinct skill-file paths.

Sample members: base · bundle · config · decorators · init · jsonlines · mixins · multitenant
More members are available in the source repository.

firecrawl/firecrawl-build

Catalog entry: Skills by Firecrawl Team
Source documentation: https://github.com/firecrawl/skills/blob/main/README.md

Function: Integrate Firecrawl into application code for web search, scraping, extraction, and browser interaction

When to use it: Adding web search to an app that needs live results inside a feature Scraping a URL to structured content from product code Building an agent tool that pulls page content on demand Picking between `/scrape`, `/search`, and `/interact` for a new web-data feature Dropping Firecrawl into a Node, Python, or Go backend for web data

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Firecrawl Skills
  • Install
  • Catalog layout
  • Contributing: where does my PR go?
  • Skills
  • Core (`skills/core/`)
  • Build (`skills/build/`)
  • Workflows (`skills/workflows/`)
  • MCP Server
  • Plugins
  • Prerequisites
  • Which skills do I need?
  • Docs (Source of Truth)
  • License

first-fluke/oh-my-agent

Catalog entry: Development and Testing
Source documentation: https://github.com/first-fluke/oh-my-agent/blob/main/README.md

Function: Harness skills linked into Claude Code, Codex, Cursor and more

When to use it: Use when a task needs the capability described in this catalog entry: Harness skills linked into Claude Code, Codex, Cursor and more

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • oh-my-agent
  • Start with your task
  • What you get
  • Install
  • Your first 5 minutes
  • Meet the team
  • How the team works together
  • Everything in the box
  • Works with
  • FAQ
  • Learn more
  • Star History
  • References
  • License

This catalog entry points to a collection. The scanned repository lists 41 distinct skill-file paths.

Sample members: oma-academic-writing · oma-architecture · oma-backend · oma-brainstorm · oma-coordination · oma-db · oma-debug · oma-design
More members are available in the source repository.

fullselfbrowsing/fsb

Catalog entry: Development and Testing
Source documentation: https://github.com/fullselfbrowsing/FSB/blob/main/skills/fsb/SKILL.md

Function: Drive your signed-in Chromium browser through FSB’s MCP tools

When to use it: Use when a task needs the capability described in this catalog entry: Drive your signed-in Chromium browser through FSB’s MCP tools

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • FSB
  • When to use FSB
  • Sensitive actions and logged-in context
  • Doctor-first protocol
  • v0.9.62 visual-session contract
  • Multi-agent contract
  • Vault and credentials
  • References (load on demand)
  • Scripts (run as needed)

GanyuanRan/Aegis

Catalog entry: Development and Testing
Source documentation: https://github.com/GanyuanRan/Aegis/blob/main/README.md

Function: Evidence-driven method pack for AI coding agents

When to use it: Use when a task needs the capability described in this catalog entry: Evidence-driven method pack for AI coding agents

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Aegis
  • What You Get
  • Quick Install
  • Measured Agentic Benchmark
  • Try Aegis Methods in a Coding Runtime
  • Updating Aegis
  • Before You Use It
  • Supported Hosts
  • Start Fast With Aegis
  • For Maintainers
  • Community & Extending
  • Aegis and Autoloom
  • Relationship To Superpowers
  • License

This catalog entry points to a collection. The scanned repository lists 23 distinct skill-file paths.

Sample members: anti-entropy-governance · brainstorming · communicating-concisely · dispatching-parallel-agents · establishing-project-context · executing-plans · finishing-a-development-branch · first-principles-review
More members are available in the source repository.

GarethManning/competency-unpacker

Catalog entry: Specialized Domains
Source documentation: https://github.com/GarethManning/education-agent-skills/blob/main/skills/curriculum-assessment/competency-unpacker/SKILL.md

Function: Unpacks broad competencies into assessable sub-skills and success criteria

When to use it: Use when interpreting curriculum standards or writing learning objectives.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • AGENT SKILLS STANDARD FIELDS (v2)
  • EXISTING FIELDS
  • Competency Unpacker
  • What This Skill Does
  • Evidence Foundation
  • Input Schema
  • Prompt
  • Example Output
  • Competency Unpacked: Analysing Writers’ Language and Structure
  • Observable Indicators
  • Prerequisite Knowledge and Skills
  • Common Misconceptions
  • Success Criteria
  • Implications for Teaching
  • Known Limitations

garrytan/setup-browser-cookies

Catalog entry: Skills by Garry Tan (gstack)
Source documentation: https://github.com/garrytan/gstack/blob/main/setup-browser-cookies/SKILL.md

Function: Import cookies from your real browser into the headless session

When to use it: Importing GitHub session cookies before testing a private repo workflow Loading Stripe dashboard cookies to QA a billing page without re-logging in Pulling in auth cookies for a staging environment that uses SSO Importing session tokens for a site with CAPTCHA-protected login Transferring cookies from a specific domain when running automated scraping against a logged-in account

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Preamble (run first)
  • Plan Mode Safe Operations
  • Skill Invocation During Plan Mode
  • Artifacts Sync (skill start)
  • Model-Specific Behavioral Patch (claude)
  • Voice
  • Completion Status Protocol
  • Operational Self-Improvement
  • Telemetry (run last)
  • Plan Status Footer
  • Setup Browser Cookies
  • 1. Check for Aside
  • 2. Get every decision from the user first
  • 3. Prepare gstack’s browser
  • 4. Import
  • 5. Report honestly

getsentry/sentry-browser-sdk

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Full Sentry SDK setup for browser JavaScript

When to use it: Adding @sentry/browser to a static marketing site Instrumenting a WordPress theme for frontend errors Turning on session replay for a jQuery admin panel Configuring release and environment for a vanilla JS app Enabling tracing on a multi-page static site

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-fix-issues

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Find and fix Sentry issues with stack trace, breadcrumb, and trace context via MCP

When to use it: Investigating a spike in 500s reported by Sentry Finding the root cause of a recurring exception using breadcrumbs Fixing a performance regression surfaced by Sentry traces Triaging a batch of new issues in a recent release Pulling trace context into an IDE to patch a production bug

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-sdk-skill-creator

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Create a new Sentry SDK skill bundle for a platform

When to use it: Scaffolding a new Sentry SDK skill for an unsupported framework Creating a consistent skill bundle structure across platforms Extending the Sentry skill library with a community-contributed target Adding a feature reference file alongside a new SDK skill Standardizing the wizard flow across new skill bundles

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-workflow

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: End-to-end Sentry workflow: fix production issues and review code with Sentry context

When to use it: Running a full triage-and-fix cycle against open Sentry issues Reviewing a PR using Sentry issue history for context Debugging a production incident from Sentry into the codebase Closing out a batch of exceptions in a release window Standardizing an incident response flow around Sentry signals

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

gitroomhq/postiz-agent

Catalog entry: Marketing
Source documentation: https://github.com/gitroomhq/postiz-agent/blob/main/SKILL.md

Function: Schedule social media posts across 28+ platforms programmatically

When to use it: Use when a task needs the capability described in this catalog entry: Schedule social media posts across 28+ platforms programmatically

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Install Postiz if it doesn’t exist
  • ⚠️ Four Hard Rules (Read First)
  • ⚠️ Authentication Required
  • Core Workflow
  • Essential Commands
  • Authentication
  • Integration Discovery
  • Creating Posts
  • Managing Posts
  • Analytics
  • Connecting Missing Posts
  • Media Upload
  • Clipping (long video → short clips)
  • Common Patterns
  • Pattern 1: Discover & Use Integration Tools
  • Pattern 2: Upload Media Before Posting

gokapso/automate-whatsapp

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/gokapso/agent-skills/blob/master/skills/automate-whatsapp/SKILL.md

Function: Build WhatsApp automations with workflows and agents

When to use it: Use when a task needs the capability described in this catalog entry: Build WhatsApp automations with workflows and agents

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Automate WhatsApp
  • When to use
  • Setup
  • How to
  • Edit workflows locally
  • Discover phone numbers first
  • Edit a workflow graph through API scripts
  • Manage triggers
  • Manage Project Event definitions
  • Build workflows with Project Events
  • Debug executions
  • Create and deploy a function
  • Set up agent node with remote sandbox repositories
  • Graph rules
  • Function rules
  • Execution context

hanfang/claude-memory-skill

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/hanfang/claude-memory-skill/blob/main/README.md

Function: Minimal, low-friction hierarchical memory system with background agents and filesystem-based persistence

When to use it: Use when a task needs the capability described in this catalog entry: Minimal, low-friction hierarchical memory system with background agents and filesystem-based persistence

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • claude-memory-skill
  • The Problem
  • The Solution
  • Installation
  • What Gets Installed
  • Architecture
  • How It Works
  • Agent-Initiated (Automatic)
  • User-Initiated (Manual)
  • Tell Claude What to Remember
  • Fill In Your Profile
  • Hierarchical Memory
  • Write Flow
  • Read Flow
  • Design Principles
  • Uninstall

harshmaur/apify-reddit-scraper

Catalog entry: Marketing
Source documentation: https://github.com/apify/awesome-skills/blob/main/skills/apify-reddit-scraper/SKILL.md

Function: Scrape Reddit posts, comments and subreddits without an API key

When to use it: Use when the user says “monitor my brand on Reddit”, “find leads on Reddit”, “what is Reddit saying about X”, “scrape r/<subreddit>“, “pull all comments from this Reddit thread”, “Reddit posts about X since <date>“, “track competitor mentions on Reddit”, “Reddit sentiment for X” (labels are a paid add-on; otherwise quote the body), “build a Reddit dataset”, “scrape a Reddit user’s history”, or any request for Reddit posts, comments, subreddits or users as structured data. No Reddit API key or login is needed. Out of scope: posting or replying on Reddit, private or quarantined communities, and semantic/topic searc

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Reddit Scraper
  • Example prompts
  • Prerequisites
  • Workflow
  • Step 1 — Classify the request and pick input fields
  • Step 2 — Build the input
  • Step 3 — Show the terms and the estimate, then run
  • Step 4 — Fetch and deliver
  • Optional — recurring monitoring
  • Actor routing
  • Calling the Actor — choose your interface
  • Option A: Apify CLI (recommended for portability)
  • Option B: Apify MCP server
  • Option C: MCP client of your choice (e.g. `mcpc`)
  • Troubleshooting

honeydew-ai/honeydew-ai-coding-agents-plugins

Catalog entry: Specialized Domains
Source documentation: https://github.com/honeydew-ai/honeydew-ai-coding-agents-plugins/blob/main/README.md

Function: 11 skills for the Honeydew semantic layer over Snowflake, Databricks, and BigQuery: model exploration, entity/relation/attribute/metric/context/domain creation, validation, query, filtering, and workspace branching

When to use it: Use when a task needs the capability described in this catalog entry: 11 skills for the Honeydew semantic layer over Snowflake, Databricks, and BigQuery: model exploration, entity/relation/attribute/metric/context/domain creation, validation, query, filtering, and workspace branching

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Honeydew AI Plugins for Coding Agents
  • Example Use Cases
  • Prerequisites
  • Installation
  • Claude Code
  • Codex
  • GitHub Copilot CLI
  • Cursor
  • Gemini CLI
  • Other Coding Agents
  • Updating an Installed Plugin
  • Available Skills
  • Supported Data Warehouses
  • Building a Release
  • Claude-specific zip (claude.ai private marketplace)
  • License

This catalog entry points to a collection. The scanned repository lists 13 distinct skill-file paths.

Sample members: attribute-creation · context-item-creation · conversation-review · domain-creation · entity-creation · filtering · metric-creation · model-exploration
More members are available in the source repository.

huggingface/transformers.js

Catalog entry: Skills by Hugging Face Team
Source documentation: https://github.com/huggingface/skills/blob/main/README.md

Function: Run ML models in the browser with Transformers.js

When to use it: Transcribing audio files to text in a browser tab without sending data to a server Classifying user-submitted images by object type inside a Node.js API Generating sentence embeddings for a client-side semantic search feature Detecting named entities in form input before the data leaves the browser Translating text between 200 languages in a Node.js CLI tool

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Hugging Face Skills
  • How do Skills work?
  • Installation
  • Claude Code
  • Codex
  • Gemini CLI
  • Cursor
  • Skills
  • Available skills
  • Using skills in your coding agent
  • Contribute or customize a skill
  • Marketplace
  • Additional references

huifer/WellAlly-health

Catalog entry: Specialized Domains
Source documentation: https://github.com/huifer/WellAlly-health/blob/main/README.md

Function: A health assistant skill for medical information analysis, symptom tracking, and wellness guidance.

When to use it: Use when a task needs the capability described in this catalog entry: A health assistant skill for medical information analysis, symptom tracking, and wellness guidance.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • WellAlly Health — Privacy-First Personal Health Intelligence System
  • Table of Contents
  • Why WellAlly Health
  • ✨ Features
  • 🚀 Quick Start
  • 📂 Directory Structure
  • 🧩 Command Reference (60+)
  • 👨‍⚕️ Specialist Domains
  • 🛠️ Analysis Skills
  • 🔧 Technical Architecture
  • 💊 Drug Interaction Database
  • 🔒 Data Privacy
  • 🗺️ Roadmap
  • 🤝 Contributing
  • 🛡️ Security
  • ⚠️ Important Safety Statement

This catalog entry points to a collection. The scanned repository lists 19 distinct skill-file paths.

Sample members: ai-analyzer · emergency-card · family-health-analyzer · fitness-analyzer · food-database-query · goal-analyzer · health-trend-analyzer · mental-health-analyzer
More members are available in the source repository.

ilyautov/small-business-ru

Catalog entry: Specialized Domains
Source documentation: https://github.com/ilyautov/small-business-ru/blob/main/README.md

Function: 34 skills for Russian small business: taxes, deadlines, counterparty checks

When to use it: Use when a task needs the capability described in this catalog entry: 34 skills for Russian small business: taxes, deadlines, counterparty checks

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • small-business-ru: AI-напарник предпринимателя
  • Зачем это нужно
  • Три скилла под РФ, которых нет у Anthropic
  • `counterparty-guard`: проверка контрагента по ИНН до сделки
  • `tax-calendar-proactive`: налоговый штурман УСН
  • `cross-source-verify`: движок круговой сверки
  • Что входит в зонтичный пак
  • Что внутри
  • Установка
  • Claude Code / Cowork (родной формат)
  • Через skills.sh (любой Claude-агент)
  • Claude.ai (веб-интерфейс)
  • Организации (Enterprise и Team)
  • API (`/v1/messages` и аналоги)
  • Другие AI-стеки (Codex, ChatGPT, Gemini, Cursor)
  • Другие агенты (общий стандарт SKILL.md)

This catalog entry points to a collection. The scanned repository lists 34 distinct skill-file paths.

Sample members: business-pulse · call-list · canva-creator · cash-flow-snapshot · close-month · content-strategy · contract-review · counterparty-guard
More members are available in the source repository.

jgsystemsconsulting/jgs-se-knowledge-packs

Catalog entry: Specialized Domains
Source documentation: https://github.com/jgsystemsconsulting/jgs-se-knowledge-packs/blob/main/README.md

Function: 71 licence-vetted systems-engineering reference packs for coding agents

When to use it: Use when a task needs the capability described in this catalog entry: 71 licence-vetted systems-engineering reference packs for coding agents

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • What it is / who it’s for
  • Prerequisites
  • Install with your AI agent
  • Install with the skills CLI
  • Install manually
  • Use with other agents
  • Catalogue
  • Usage
  • How a pack is built
  • Licensing
  • Support & security
  • Version

This catalog entry points to a collection. The scanned repository lists 83 distinct skill-file paths.

Sample members: automotive-signpost · avionics-signpost · cisa-cpg · dafman-63-119 · dau-se-guidebook · digital-systems-engineering · dod-digital-engineering · dod-mosa
More members are available in the source repository.

jthack/ffuf-claude-skill

Catalog entry: Development and Testing
Source documentation: https://github.com/jthack/ffuf_claude_skill/blob/main/ffuf-skill/SKILL.md

Function: Web fuzzing with ffuf

When to use it: Use when a task needs the capability described in this catalog entry: Web fuzzing with ffuf

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • FFUF (Fuzz Faster U Fool) Skill
  • Overview
  • Installation
  • Core Concepts
  • The FUZZ Keyword
  • Multi-wordlist Modes
  • Common Use Cases
  • 1. Directory and File Discovery
  • 2. Subdomain Enumeration
  • 3. Parameter Fuzzing
  • 4. POST Data Fuzzing
  • 5. Header Fuzzing
  • Filtering and Matching
  • Matchers (Include Results)
  • Filters (Exclude Results)
  • Auto-Calibration (USE BY DEFAULT!)

k-kolomeitsev/data-structure-protocol

Catalog entry: Context Engineering
Source documentation: https://github.com/k-kolomeitsev/data-structure-protocol/blob/main/skills/data-structure-protocol/SKILL.md

Function: Graph-based long-term memory skill for AI (LLM) coding agents — faster context, fewer tokens, safer refactors

When to use it: Use when: (1) project has a .dsp/ directory, (2) user asks to set up DSP or bootstrap project structure, (3) creating/modifying/deleting code files in a DSP-tracked project, (4) navigating project structure, understanding dependencies, or finding modules, (5) user mentions DSP, dsp-cli, .dsp, or structure mapping.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Data Structure Protocol (DSP)
  • Agent Prompt
  • Using the CLI
  • Core Concepts
  • UID Format
  • Workflows
  • Setting Up DSP (bootstrap in 3 waves)
  • Creating Entities (when writing new code)
  • Navigating the Graph (when reading/understanding code)
  • Updating (when modifying code)
  • Managing TOC membership
  • Deleting (when removing code)
  • Diagnostics
  • When to Update DSP
  • References

kensaurus/skills

Catalog entry: Development and Testing
Source documentation: https://github.com/kensaurus/skills/blob/main/README.md

Function: Ready-made playbooks your coding agent auto-triggers

When to use it: Use when a task needs the capability described in this catalog entry: Ready-made playbooks your coding agent auto-triggers

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • kenji skills
  • Quickstart
  • Which agents are supported
  • What the installer writes
  • The Stop hook
  • Notifications and the status line
  • The stack-specific parts, and how to skip them
  • Verify, update, uninstall
  • Troubleshooting
  • How one request lifts the repo
  • What should I say?
  • Tour
  • What’s inside
  • Commands, subagents, MCP, rules
  • Upgrading from cursor-kenji
  • FAQ

This catalog entry points to a collection. The scanned repository lists 173 distinct skill-file paths.

Sample members: babysit · canvas · create-hook · create-rule · create-skill · create-subagent · migrate-to-skills · shell
More members are available in the source repository.

khendzel/skills-janitor

Catalog entry: Context Engineering
Source documentation: https://github.com/khendzel/skills-janitor/blob/main/README.md

Function: Token audit, usage tracking, and swipe-to-delete skill pruning.

When to use it: Use when a task needs the capability described in this catalog entry: Token audit, usage tracking, and swipe-to-delete skill pruning.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Skills Janitor
  • Commands
  • Install
  • Security scan (v1.6)
  • Swipe through your skills (v1.4)
  • MCP server triage (v1.7)
  • Duplicate detection
  • Upgrading from v1.2
  • Requirements
  • Contributing
  • License

This catalog entry points to a collection. The scanned repository lists 6 distinct skill-file paths.

Sample members: janitor-discover · janitor-fix · janitor-report · janitor-security · janitor-swipe · janitor-value

komal-SkyNET/claude-skill-homeassistant

Catalog entry: Specialized Domains
Source documentation: https://github.com/komal-SkyNET/claude-skill-homeassistant/blob/main/skills/home-assistant-manager/SKILL.md

Function: Supercharge and manage Home Assistant workflows

When to use it: Use when a task needs the capability described in this catalog entry: Supercharge and manage Home Assistant workflows

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Home Assistant Manager
  • Assumptions
  • Remote access — pick the right tool
  • The deploy pipeline (the one canonical flow)
  • Reload vs restart
  • Verify — don’t assume it worked
  • Automations — write modern syntax
  • Templates — the precision rules
  • Conventions
  • Dashboards
  • Quick reference

lindblomstefan/skills-library

Catalog entry: Development and Testing
Source documentation: https://github.com/lindblomstefan/skills-library/blob/main/.claude/skills/skills-library/SKILL.md

Function: Guided discovery skill for Claude Code: runs an interview to recommend from a catalog of 100+ AI skills; records session feedback that validates candidates over time

When to use it: Use when a task needs the capability described in this catalog entry: Guided discovery skill for Claude Code: runs an interview to recommend from a catalog of 100+ AI skills; records session feedback that validates candidates over time

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Skill Library
  • Pick the Flow
  • Hard Rules

lukstei/slop-grader

Catalog entry: Development and Testing
Source documentation: https://github.com/lukstei/slop-grader/blob/main/SKILL.md

Function: Rule-based CLI tool powered by TypeSafe Jev that evaluates documents against custom rulesets, producing document scores and line-by-line violation flags to guide auto-fixing with an AI agent

When to use it: Use when a task needs the capability described in this catalog entry: Rule-based CLI tool powered by TypeSafe Jev that evaluates documents against custom rulesets, producing document scores and line-by-line violation flags to guide auto-fixing with an AI agent

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Slop Grading — Review & Fix Plan
  • Output formats of slop-grader
  • Format A — Human-readable text
  • Format B — Structured JSON (`--json`)
  • Step 1 — Parse
  • Step 2 — Triage (dismiss false positives first)
  • Step 3 — Fix plan
  • Step 4 — Summary
  • Step 5 — Document Scores (if present)
  • Example
  • Human-readable input
  • JSON input

Lum1104/understand-anything

Catalog entry: Development and Testing
Source documentation: https://github.com/Egonex-AI/Understand-Anything/blob/main/README.md

Function: Interactive codebase knowledge graphs via multi-agent LLM analysis

When to use it: Use when a task needs the capability described in this catalog entry: Interactive codebase knowledge graphs via multi-agent LLM analysis

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • ✨ Features
  • Explore the structural graph
  • Understand business logic
  • Analyze knowledge bases
  • 🚀 Quick Start
  • 1. Install the plugin
  • 2. Analyze your codebase
  • 3. Explore the dashboard
  • 4. Keep learning
  • 🌐 Multi-Platform Installation
  • Claude Code (Native)
  • One-line install (Codex / OpenCode / OpenClaw / Antigravity / Gemini CLI / Pi Agent / Vibe CLI / VS Code Copilot / Hermes / Cline / KIMI CLI / Trae / Nanobot / Kiro)
  • Cursor
  • VS Code + GitHub Copilot
  • Copilot CLI
  • Kiro CLI / IDE

This catalog entry points to a collection. The scanned repository lists 9 distinct skill-file paths.

Sample members: understand-chat · understand-dashboard · understand-diff · understand-domain · understand-explain · understand-figma · understand-knowledge · understand-onboard
More members are available in the source repository.

microsoft/agents-v2-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/README.md

Function: Foundry Agents SDK — container-based agents with custom images

When to use it: Deploying a custom Python agent as a versioned container in Azure AI Foundry Registering a data-processing agent image with specific CPU and memory limits Managing multiple versions of a hosted agent and rolling back to a previous one Attaching code interpreter or MCP tools to a container-based agent definition Passing secrets and model endpoint config to a running agent container via environment variables

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agent Skills
  • Quick Start
  • What’s Inside
  • Skill Catalog
  • Core
  • Foundry (Language-Agnostic)
  • Python
  • .NET
  • TypeScript
  • Java
  • Rust
  • Repository Structure
  • Plugins
  • MCP Servers
  • Additional Resources
  • Agents

microsoft/azure-communication-callautomation-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-communication-callautomation-java/SKILL.md

Function: Call automation with IVR and AI

When to use it: Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-powered call flows.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Communication Call Automation (Java)
  • Installation
  • Client Creation
  • Key Concepts
  • Create Outbound Call
  • Answer Incoming Call
  • Play Audio (Text-to-Speech)
  • Recognize DTMF Input
  • Recognize Speech
  • Call Recording
  • Add Participant to Call
  • Transfer Call
  • Handle Events (Webhook)
  • Hang Up Call
  • Error Handling
  • Environment Variables

microsoft/entra-agent-id

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-skills/skills/entra-agent-id/SKILL.md

Function: Microsoft Entra Agent ID OAuth2 identities via Graph API

When to use it: Provisioning isolated service principal identities for each AI agent instance in a multi-agent system Registering third-party AI agents in your Azure tenant with scoped Graph permissions Setting up Workload Identity Federation so agents running in Kubernetes authenticate without stored secrets Automating Blueprint and agent identity teardown as part of CI/CD pipeline cleanup Configuring sponsor assignments and admin consent for agent identity permissions across tenants

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Microsoft Entra Agent ID
  • Quick Reference
  • When to Use This Skill
  • MCP Tools
  • Before You Start
  • Conceptual Model
  • Prerequisites
  • Required Entra Roles
  • PowerShell (interactive setup)
  • Python (programmatic provisioning)
  • Authentication
  • PowerShell (delegated)
  • Python (application)
  • Core Workflow
  • Step 1: Create Agent Identity Blueprint
  • Step 2: Create BlueprintPrincipal

microsoft/m365-agents-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/m365-agents-dotnet/SKILL.md

Function: M365, Teams, and Copilot Studio agents

When to use it: Building a Teams bot that responds to @mentions with routed message handlers Connecting a .NET agent to Copilot Studio via direct-to-engine CopilotClient Hosting a multichannel agent on ASP.NET Core with MSAL client credential auth Routing conversation updates and error handling through a single AgentApplication subclass Running a local development agent on port 3978 with auth disabled for testing

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Microsoft 365 Agents SDK (.NET)
  • Overview
  • Before implementation
  • Installation
  • Configuration (appsettings.json)
  • Core Workflow: ASP.NET Core agent host
  • AgentApplication routing
  • Copilot Studio direct-to-engine client
  • DelegatingHandler for token acquisition (interactive flow)
  • Console host with CopilotClient
  • Best Practices
  • Reference Links

microsoft/m365-agents-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/m365-agents-py/SKILL.md

Function: M365, Teams, and Copilot Studio agents

When to use it: Routing Teams messages to different handlers based on regex or command strings Calling Microsoft Graph API after OAuth sign-in within a Teams conversation Streaming Azure OpenAI responses token-by-token inside a Teams chat Connecting a Python agent directly to a Copilot Studio agent via CopilotClient Handling invoke activities and conversation updates in an M365-hosted agent

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Microsoft 365 Agents SDK (Python)
  • Before implementation
  • Important Notice - Import Changes
  • Installation
  • Environment Variables (.env)
  • Authentication & Lifecycle
  • Core Workflow: aiohttp-hosted AgentApplication
  • AgentApplication Routing
  • Streaming Responses with Azure OpenAI
  • OAuth / Auto Sign-In
  • Copilot Studio Client (Direct to Engine)
  • Best Practices
  • Reference Links
  • Reference Files

microsoft/m365-agents-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/m365-agents-ts/SKILL.md

Function: M365, Teams, and Copilot Studio agents

When to use it: Routing Teams messages to different handlers based on keywords or activity type Streaming long Azure OpenAI completions back to a Teams conversation in real time Connecting a custom Node.js agent to a Copilot Studio bot via the Direct to Engine API Handling Teams invoke activities for Adaptive Card submissions Embedding a Copilot Studio agent in a web page using the WebChat DirectLine bridge

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Microsoft 365 Agents SDK (TypeScript)
  • Before implementation
  • Installation
  • Environment Variables
  • Core Workflow: Express-hosted AgentApplication
  • Streaming responses with Azure OpenAI
  • Invoke activity handling
  • Copilot Studio client (Direct to Engine)
  • Copilot Studio WebChat integration
  • Best Practices
  • Reference Links

microsoft/mcp-builder

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/README.md

Function: MCP server creation guide for LLM tool integration

When to use it: Building a custom MCP server to wrap a third-party SaaS API Choosing between TypeScript, Python, or C# when starting a new MCP project Deciding whether to use Azure MCP Server or write a custom integration Generating evaluation test suites for an MCP server you just built Structuring tool schemas with Zod or Pydantic for better LLM discoverability

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agent Skills
  • Quick Start
  • What’s Inside
  • Skill Catalog
  • Core
  • Foundry (Language-Agnostic)
  • Python
  • .NET
  • TypeScript
  • Java
  • Rust
  • Repository Structure
  • Plugins
  • MCP Servers
  • Additional Resources
  • Agents

microsoft/skill-creator

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/README.md

Function: Guide for creating effective skills for AI coding agents

When to use it: Creating a new Azure SDK skill with correct DefaultAzureCredential setup Organizing skill files into language and product area categories with symlinks Writing acceptance criteria to catch wrong import paths before publishing Generating test scenarios that verify SDK patterns and block common anti-patterns Updating the skill catalog and GitHub Pages docs site after adding a skill

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agent Skills
  • Quick Start
  • What’s Inside
  • Skill Catalog
  • Core
  • Foundry (Language-Agnostic)
  • Python
  • .NET
  • TypeScript
  • Java
  • Rust
  • Repository Structure
  • Plugins
  • MCP Servers
  • Additional Resources
  • Agents

modem-dev/skills

Catalog entry: Skills by Modem Dev
Source documentation: https://github.com/modem-dev/skills/blob/main/write-discoverable-code/SKILL.md

Function: Agent skills from [Modem](https://modem\.dev/go/awesome\-agent\-skills\), starting with write-discoverable-code

When to use it: Use when a task needs the capability described in this catalog entry: Agent skills from [Modem](https://modem\.dev/go/awesome\-agent\-skills\), starting with write-discoverable-code

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Write discoverable code
  • 1. Names are search queries
  • 2. Types are the documentation agents can’t skip
  • 3. Say it where the search lands
  • Quick checklist before committing

MSG91/m91-skill

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/MSG91/m91-skill/blob/main/SKILL.md

Function: Ask a human for approval on their phone

When to use it: Use when a task needs the capability described in this catalog entry: Ask a human for approval on their phone

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • M91: when software needs a human
  • 1. Find every moment a person is needed
  • 2. Pick the credentials
  • 3. Design each alert
  • 4. Get the answer back
  • 5. Teach the people
  • 6. Prove it and report
  • The final message
  • Facts that break integrations
  • Never

muratcankoylan/context-fundamentals

Catalog entry: Context Engineering
Source documentation: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/blob/main/skills/context-fundamentals/SKILL.md

Function: Understand what context is, why it matters, and the anatomy of context in agent systems

When to use it: Use when a task needs the capability described in this catalog entry: Understand what context is, why it matters, and the anatomy of context in agent systems

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Context Engineering Fundamentals
  • When to Activate
  • Core Concepts
  • Detailed Topics
  • The Anatomy of Context
  • Context Windows and Attention Mechanics
  • Context Quality Versus Quantity
  • Practical Guidance
  • Reasoning About a Context Decision
  • Reading Order For New Contributors
  • Examples
  • Guidelines
  • Gotchas
  • Integration
  • References
  • Skill Metadata

muratcankoylan/evaluation

Catalog entry: Context Engineering
Source documentation: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/blob/main/skills/evaluation/SKILL.md

Function: Build evaluation frameworks for agent systems

When to use it: Use when a task needs the capability described in this catalog entry: Build evaluation frameworks for agent systems

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Evaluation Methods for Agent Systems
  • When to Activate
  • Core Concepts
  • Detailed Topics
  • Evaluation Challenges
  • Evaluation Rubric Design
  • Evaluation Methodologies
  • Test Set Design
  • Context Engineering Evaluation
  • Continuous Evaluation
  • Practical Guidance
  • Building Evaluation Frameworks
  • Avoiding Evaluation Pitfalls
  • Examples
  • Guidelines
  • Gotchas

muratcankoylan/multi-agent-patterns

Catalog entry: Context Engineering
Source documentation: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/blob/main/skills/multi-agent-patterns/SKILL.md

Function: Master orchestrator, peer-to-peer, and hierarchical multi-agent architectures

When to use it: Use when a task needs the capability described in this catalog entry: Master orchestrator, peer-to-peer, and hierarchical multi-agent architectures

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Multi-Agent Architecture Patterns
  • When to Activate
  • Core Concepts
  • Detailed Topics
  • Why Multi-Agent Architectures
  • Architectural Patterns
  • Context Isolation as Design Principle
  • Consensus and Coordination
  • Framework Considerations
  • Practical Guidance
  • Failure Modes and Mitigations
  • Examples
  • Guidelines
  • Gotchas
  • Integration
  • References

muthuishere/hand-drawn-diagrams

Catalog entry: Development and Testing
Source documentation: https://github.com/muthuishere/hand-drawn-diagrams/blob/main/SKILL.md

Function: Generate hand-drawn Excalidraw diagrams from a prompt — animated SVG, hosted edit link, and PNG export. Works with Claude Code, Codex, Gemini CLI, and any agent supporting standard skill paths

When to use it: Use when the user asks for a diagram, flowchart, wireframe, sketch, visual explanation, mind map, architecture overview, or any Excalidraw-based drawing.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Workflow
  • Key Rules
  • References
  • Optional: Chrome DevTools MCP

Neeeophytee/finding-unknowns-skills

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/Neeeophytee/finding-unknowns-skills/blob/main/README.md

Function: 8 meta-skills that make a coding agent surface your unknowns before they get expensive: blindspot pass, interview, reference hunt, implementation plan/notes, pitch packager, and a pre-merge change quiz. Works in Claude Code, Codex, and Cursor via the agentskills.io SKILL.md format

When to use it: Use when a task needs the capability described in this catalog entry: 8 meta-skills that make a coding agent surface your unknowns before they get expensive: blindspot pass, interview, reference hunt, implementation plan/notes, pitch packager, and a pre-merge change quiz. Works in Claude Code, Codex, and Cursor via the agentskills.io SKILL.md format

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Finding-Unknowns Skills
  • The idea in one table
  • The skills
  • And three for the context itself
  • Two extensions for evidence
  • One for proving a bug fix
  • Install
  • Use in Cursor
  • Use in OpenAI Codex
  • Use in Hermes Agent
  • Use in Kimi Code CLI (Kimi K3)
  • When to reach for which
  • Invoking a skill on each agent
  • Credit
  • Citation
  • Community

This catalog entry points to a collection. The scanned repository lists 14 distinct skill-file paths.

Sample members: agent-interface-design · assumption-test · blindspot-pass · brainstorm-prototypes · change-quiz · context-audit · implementation-notes · implementation-plan
More members are available in the source repository.

NeoLabHQ/prompt-engineering

Catalog entry: Context Engineering
Source documentation: https://github.com/NeoLabHQ/context-engineering-kit/blob/master/plugins/customaize-agent/skills/prompt-engineering/SKILL.md

Function: Widely used prompt engineering techniques and patterns, including Anthropic best practices and agent persuasion principles.

When to use it: Use this skill when you writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, improving LLM outputs, or designing production prompt templates.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Prompt Engineering Patterns
  • Core Capabilities
  • 1. Few-Shot Learning
  • 2. Chain-of-Thought Prompting
  • 3. Prompt Optimization
  • 4. Template Systems
  • 5. System Prompt Design
  • Key Patterns
  • Progressive Disclosure
  • Instruction Hierarchy
  • Error Recovery
  • Best Practices
  • Common Pitfalls
  • Integration Patterns
  • With RAG Systems
  • With Validation

NotMyself/claude-win11-speckit-update-skill

Catalog entry: Specialized Domains
Source documentation: https://github.com/NotMyself/claude-win11-speckit-update-skill/blob/main/skills/speckit-updater/SKILL.md

Function: Windows 11 system management

When to use it: Use when a task needs the capability described in this catalog entry: Windows 11 system management

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • SpecKit Safe Update
  • What to do when this skill is invoked
  • Commands
  • /speckit-updater
  • Features
  • Architecture
  • Modules
  • Workflow
  • Exit Codes

obra/dispatching-parallel-agents

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/obra/superpowers/blob/main/skills/dispatching-parallel-agents/SKILL.md

Function: Coordinate multiple simultaneous agents

When to use it: Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Dispatching Parallel Agents
  • Overview
  • When to Use
  • The Pattern
  • 1. Identify Independent Domains
  • 2. Create Focused Agent Tasks
  • 3. Dispatch in Parallel
  • 4. Review and Integrate
  • Agent Prompt Structure
  • Common Mistakes
  • When NOT to Use
  • Real Example from Session
  • Verification

obra/subagent-driven-development

Catalog entry: Development and Testing
Source documentation: https://github.com/obra/superpowers/blob/main/skills/subagent-driven-development/SKILL.md

Function: Development using multiple sub-agents

When to use it: Use when executing implementation plans with independent tasks in the current session

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Subagent-Driven Development
  • When to Use
  • The Process
  • Setup
  • Model Selection
  • The Task Loop
  • 1. Dispatch the implementer
  • 2. Handle the report
  • 3. Review the task
  • 4. The fix loop
  • 5. Complete the task
  • Final Review
  • Common Rationalizations

ognjengt/founder-skills

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/ognjengt/founder-skills/blob/main/README.md

Function: Claude skills for founders with packaged startup workflows

When to use it: Use when a task needs the capability described in this catalog entry: Claude skills for founders with packaged startup workflows

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Claude Code skills pack for founders, marketers, content creators and business owners.
  • Installation
  • Via Terminal (npx)
  • Manual Installation
  • Available Skills
  • Usage
  • Customizing for Your Business
  • Contributing
  • Skill Structure
  • License

This catalog entry points to a collection. The scanned repository lists 15 distinct skill-file paths.

Sample members: brand-copywriter · competitor-intel · cro-optimization · go-to-market-plan · lead-magnet-generator · linkedin-writer · marketing-ideas · outreach-specialist
More members are available in the source repository.

ohad6k/emulo

Catalog entry: Context Engineering
Source documentation: https://github.com/ohad6k/emulo/blob/main/.agents/skills/emulo/SKILL.md

Function: Mines AI coding logs into personal agent profiles

When to use it: Use when the user explicitly asks to run, set up, update, re-mine, or deepen Emulo from real local AI coding-session history and native emulo:mine is not available. This is the cross-agent skills.sh bootstrap, not the native namespaced plugin.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Emulo bootstrap

ollygarden/opentelemetry-agent-skills

Catalog entry: Development and Testing
Source documentation: https://github.com/ollygarden/opentelemetry-agent-skills/blob/main/README.md

Function: Vendor-neutral OpenTelemetry skills: SDKs, Collector, OTTL, semantic conventions

When to use it: Use when a task needs the capability described in this catalog entry: Vendor-neutral OpenTelemetry skills: SDKs, Collector, OTTL, semantic conventions

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • OllyGarden Agent Skills for OpenTelemetry
  • Available Skills
  • Installation
  • skills.sh
  • Claude Code
  • Cursor, Codex, GitHub Copilot, and other agents
  • Repository Structure
  • Contributing

This catalog entry points to a collection. The scanned repository lists 20 distinct skill-file paths.

Sample members: otel-browser · otel-collector-builder · otel-collector · otel-declarative-config · otel-dotnet · otel-go · otel-java · otel-js
More members are available in the source repository.

OneWave-AI/claude-skills

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/OneWave-AI/claude-skills/blob/main/README.md

Function: 225 business, everyday-life, and coding skills, many with scripts

When to use it: Use when a task needs the capability described in this catalog entry: 225 business, everyday-life, and coding skills, many with scripts

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Claude Skills Library
  • Featured: /agent-army
  • Getting Started
  • Categories
  • AI Agent Architecture
  • Agent Workflow and Context Engineering
  • Anthropic / Claude Products
  • Claude Cowork
  • Sales and Revenue
  • Consulting and Professional Services
  • Engineering and DevOps
  • Design Systems and UI
  • Security and Compliance
  • Marketing and Content
  • Strategy and Finance
  • Operations and People

This catalog entry points to a collection. The scanned repository lists 230 distinct skill-file paths.

Sample members: accessibility-auditor · agent-army · agent-eval-harness · agent-swarm-deployer · agent-team-builder · agent-to-agent · ai-coding-guardrails · ai-readiness-assessment
More members are available in the source repository.

op7418/NanoBanana-PPT-Skills

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/op7418/NanoBanana-PPT-Skills/blob/main/SKILL.md

Function: AI-powered PPT generation with document analysis and styled images

When to use it: Use when a task needs the capability described in this catalog entry: AI-powered PPT generation with document analysis and styled images

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • PPT Generator Pro - Claude Code Skill
  • 📋 元数据
  • ✨ 功能特性
  • 核心功能
  • 新功能 (v2.0)
  • 📦 系统要求
  • 环境变量
  • Python 依赖
  • 视频功能依赖
  • 🚀 使用方法
  • 在 Claude Code 中调用
  • 📝 Skill 执行流程
  • 阶段 1: 收集用户输入
  • 阶段 2: 文档分析与内容规划
  • 阶段 3: 生成 PPT 图片
  • 阶段 4: 生成转场提示词（视频模式需要）

op7418/Youtube-clipper-skill

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/op7418/Youtube-clipper-skill/blob/main/SKILL.md

Function: YouTube clip generation and editing with automated workflows

When to use it: Use when a task needs the capability described in this catalog entry: YouTube clip generation and editing with automated workflows

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • YouTube 视频智能剪辑工具
  • 工作流程
  • 阶段 1: 环境检测
  • 阶段 2: 下载视频
  • 阶段 3: 分析章节（核心差异化功能）
  • 阶段 4: 用户选择
  • 阶段 5: 剪辑处理（核心执行阶段）
  • 阶段 6: 输出结果
  • 关键技术点
  • 1. FFmpeg 路径空格问题
  • 2. 批量翻译优化
  • 3. 章节分析精细度
  • 4. FFmpeg vs ffmpeg-full
  • 错误处理
  • 环境问题
  • 下载问题

Optim-Agent/optim-agent

Catalog entry: Specialized Domains
Source documentation: https://github.com/Optim-Agent/optim-agent/blob/main/SKILL.md

Function: Agent-guided optimization for measurable system tuning.

When to use it: Use when the user wants to optimize configurable system parameters against a measurable scalar objective, especially for model training, inference, quantitative strategies, reinforcement learning, scientific workflows, or other expensive black-box evaluations where reading the project can improve trial selection.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • optim-agent
  • Load the workflow
  • Workflow
  • Recovery
  • Rules

Panniantong/Agent-Reach

Catalog entry: Context Engineering
Source documentation: https://github.com/Panniantong/Agent-Reach/blob/main/agent_reach/skill/SKILL.md

Function: Multi-platform search CLI for 17 sites including Chinese platforms

When to use it: Use when 用户提到或贴出链接：小红书/xiaohongshu、B站/bilibili、Twitter/X、Reddit、 YouTube（字幕、转录）、GitHub、V2EX、雪球/股票行情、LinkedIn/Boss直聘 职位、 Instagram、Facebook、小宇宙播客；或说”帮我搜/看看/读一下这个链接”而自带网页搜索/读取不可用、失败或拿不到正文； 或要安装、加上/去掉某个平台、登录/退出、看状态、更新、卸载 Agent Reach。 不做：发帖、评论、点赞、私信等任何写操作；不替用户登录、不索要密码。 公开内容优先用 Agent 自带工具，Reach 补缺口。

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agent Reach
  • 选路
  • 结果与错误
  • 登录与专用浏览器
  • 平台注意
  • 渠道
  • 安装完成时
  • 用户要管理 Agent Reach 时
  • 有新版本时
  • 红线

plasma-ai/fractal

Catalog entry: Development and Testing
Source documentation: https://github.com/plasma-ai/fractal/blob/main/fractal/skills/fractal/SKILL.md

Function: Bounded hierarchical agent loops in isolated git worktrees

When to use it: Use when a task needs the capability described in this catalog entry: Bounded hierarchical agent loops in isolated git worktrees

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Fractal
  • Directive
  • Activation
  • Step 0: Install CLI
  • Step 1: Initialize
  • Step 2: Define the node
  • Step 3: Launch
  • Step 4: Post-launch briefing
  • Operator
  • Commissioning
  • CLI reference

PleasePrompto/notebooklm-skill

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/PleasePrompto/notebooklm-skill/blob/master/SKILL.md

Function: Interact with NotebookLM for document-based conversations

When to use it: Use when a task needs the capability described in this catalog entry: Interact with NotebookLM for document-based conversations

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • NotebookLM Research Assistant Skill
  • When to Use This Skill
  • ⚠️ CRITICAL: Add Command - Smart Discovery
  • Critical: Always Use run.py Wrapper
  • Core Workflow
  • Step 1: Check Authentication Status
  • Step 2: Authenticate (One-Time Setup)
  • Step 3: Manage Notebook Library
  • Quick Workflow
  • Step 4: Ask Questions
  • Follow-Up Mechanism (CRITICAL)
  • Script Reference
  • Authentication Management (`auth_manager.py`)
  • Notebook Management (`notebook_manager.py`)
  • Question Interface (`ask_question.py`)
  • Data Cleanup (`cleanup_manager.py`)

prisma/skills

Catalog entry: Development and Testing
Source documentation: https://github.com/prisma/skills/blob/main/README.md

Function: Official Prisma skills: ORM, Postgres, Compute and migrations

When to use it: Use when a task needs the capability described in this catalog entry: Official Prisma skills: ORM, Postgres, Compute and migrations

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Prisma Skills
  • Available Skills
  • prisma-cli
  • prisma-upgrade-v7
  • prisma-mongodb-upgrade
  • prisma-client-api
  • prisma-driver-adapter-implementation
  • prisma-orm-setup
  • prisma-postgres-setup
  • prisma-compute
  • Installation
  • Usage
  • Skill Structure
  • Prisma Version
  • Contributing
  • License

This catalog entry points to a collection. The scanned repository lists 10 distinct skill-file paths.

Sample members: prisma-cli · prisma-client-api · prisma-compute · prisma-database-setup · prisma-driver-adapter-implementation · prisma-mongodb-upgrade · prisma-orm-setup · prisma-postgres-setup
More members are available in the source repository.

radres/call-me

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/radres/call-me/blob/main/skill/SKILL.md

Function: Agent phones your iPhone and returns your spoken answer

When to use it: Use when the user says “call me”, “ring me”, “phone me if something comes up”, “text my phone”, asks the agent to stay reachable, wants something read out loud (an update, a summary of the day ahead), or sends an inbound /call-me message or voicemail. The phone rings through CallKit, spoken answers return as transcripts, and channel-enabled hosts deliver later messages directly into the active agent session.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • /call-me — call your human
  • First setup and saved pairing
  • Codex import troubleshooting
  • Is the human set up yet?
  • Onboarding is not finished when pairing succeeds
  • Inbound messages
  • CLI setup (when no channel is present)
  • Ask for input — text first, call if no answer (THE main move)
  • Read something out — not every call is a question
  • Conversations — keep the line open
  • If you text and keep working, park a check-back
  • Text — non-blocking notification
  • Title the thread
  • Manual listen fallback
  • Etiquette (important)

raintree-technology/hig-doctor

Catalog entry: Specialized Domains
Source documentation: https://github.com/raintree-technology/hig-doctor/blob/main/README.md

Function: Apple Human Interface Guidelines as 14 agent skills covering platforms, foundations, components, patterns, inputs, and technologies for iOS, macOS, visionOS, watchOS, and tvOS

When to use it: Use when a task needs the capability described in this catalog entry: Apple Human Interface Guidelines as 14 agent skills covering platforms, foundations, components, patterns, inputs, and technologies for iOS, macOS, visionOS, watchOS, and tvOS

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • HIG Doctor
  • Run an audit
  • Why use HIG Doctor
  • Choose a surface
  • How analysis works
  • Framework coverage
  • Skills corpus
  • Limits and evidence boundary
  • Documentation
  • Raintree open-source system
  • Project policies

This catalog entry points to a collection. The scanned repository lists 15 distinct skill-file paths.

Sample members: hig-doctor-audit · hig-components-content · hig-components-controls · hig-components-dialogs · hig-components-layout · hig-components-menus · hig-components-search · hig-components-status
More members are available in the source repository.

RAKKUNN/vicem

Catalog entry: Context Engineering
Source documentation: https://github.com/RAKKUNN/vicem/blob/main/.agents/skills/vicem/SKILL.md

Function: Cross-agent context baton and 80-90% lossless code skeletonizer

When to use it: Use this skill when handing off coding tasks between AI agents (Claude Code, OpenAI Codex, Antigravity IDE, Cursor, VS Code, Gemini CLI, Web AI), compacting bloated sessions (Context Rot Rescue), or rehydrating skeletonized functions from .vicem/ledger.json.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Vicem (`vicem.mjs`) — Universal Agent Baton & Diet Skill
  • 1. Receiving a Baton (Mandatory Rules for Target Agents)
  • 2. Daily Zero-Flag Commands
  • 3. MCP Tools Provided (`node vicem.mjs mcp`)

rameerez/claude-code-startup-skills

Catalog entry: Development and Testing
Source documentation: https://github.com/rameerez/claude-code-startup-skills/blob/main/README.md

Function: Skills for building and running software startups, apps, and SaaS

When to use it: Use when a task needs the capability described in this catalog entry: Skills for building and running software startups, apps, and SaaS

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Startup Skills for Claude Code
  • Install
  • Skills
  • Usage
  • Contributing
  • License

This catalog entry points to a collection. The scanned repository lists 5 distinct skill-file paths.

Sample members: compress-images · customer-empathy · download-video · transcribe-video · x-post

rebelytics/task-observer

Catalog entry: Context Engineering
Source documentation: https://github.com/rebelytics/one-skill-to-rule-them-all/blob/main/SKILL.md

Function: Meta-skill for continuous skill improvement & automatic skill creation.

When to use it: trigger on this phrase too. IMPORTANT: invoke this skill before the FIRST tool call of any session and before writing or proposing a plan — any turn that will involve a tool call counts. This sentence is the session-start trigger and the only activation layer that survives an unreachable config file; pair it with a CLAUDE.md instruction or a session-start hook (references/environments.md). A subagent dispatched by a session already running it does not run it: it writes nothing and puts its findings in its report.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Task Observer — Continuous Skill Discovery & Improvement
  • Reference files — load on demand, not up front
  • Session Start Protocol
  • When to Observe
  • What to Watch For
  • How to Log
  • Referencing Observations
  • Taxonomy (quick version)
  • Archival on Write
  • Surfacing Protocol
  • Acting on Observations
  • Feedback on this skill
  • Quick Reference

redhat/openshift-skillpack

Catalog entry: Skills by RedHat
Source documentation: https://catalog.redhat.com/en/ai/skills/detail/agentic-skill-pack-for-red-hat-openshift

Function: Provision, inventory, and report on OpenShift clusters — spanning Assisted Installer, OCM, ROSA, ARO, and kubeconfig fleets — through a single conversational workflow.

When to use it: Use when a task needs the capability described in this catalog entry: Provision, inventory, and report on OpenShift clusters — spanning Assisted Installer, OCM, ROSA, ARO, and kubeconfig fleets — through a single conversational workflow.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Platforms
  • Products & services
  • Try, buy, sell
  • Help
  • About Red Hat Ecosystem Catalog
  • Red Hat legal and privacy links
  • Red Hat legal and privacy links

This catalog entry points to a collection. The scanned repository lists 0 distinct skill-file paths.

No individual SKILL.md was retrieved; this entry is based on the catalog description and available repository README.

redhat/openshift-virtualization

Catalog entry: Skills by RedHat
Source documentation: https://catalog.redhat.com/en/ai/skills/detail/agentic-skill-pack-for-red-hat-openshift-virtualization

Function: Manage the full VM lifecycle on OpenShift Virtualization — create, clone, snapshot, restore, rebalance, and report — through a single conversational workflow.

When to use it: Use when a task needs the capability described in this catalog entry: Manage the full VM lifecycle on OpenShift Virtualization — create, clone, snapshot, restore, rebalance, and report — through a single conversational workflow.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Platforms
  • Products & services
  • Try, buy, sell
  • Help
  • About Red Hat Ecosystem Catalog
  • Red Hat legal and privacy links
  • Red Hat legal and privacy links

No individual SKILL.md was retrieved; this entry is based on the catalog description and available repository README.

reliefeai/browser-relay

Catalog entry: Development and Testing
Source documentation: https://github.com/reliefeai/browser-relay/blob/v1.4.1/skills/browser-relay/SKILL.md

Function: Control an existing logged-in Chrome without stealing focus

When to use it: Use when an agent needs to work with existing sessions, cookies, extensions, SSO or intranet pages, or a browser on another machine. Prefer the CLI; use HTTP only for code, tests, or integrations. Skip static pages and pure REST APIs.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Browser Relay Skill
  • Use Browser Relay For
  • Prerequisites
  • Connection Info
  • Preferred CLI Workflow
  • HTTP API Reference
  • 1. browser_tabs
  • 2. browser_navigate
  • 2b. browser_console
  • 2c. browser_network
  • 3. browser_snapshot
  • 3b. browser_wait
  • 4. browser_click
  • 5. browser_type
  • 6. browser_scroll
  • 7. browser_key

rlaope/oh-my-hermes

Catalog entry: Development and Testing
Source documentation: https://github.com/rlaope/oh-my-hermes/blob/main/README.md

Function: Workflow skills, project memory, and model routing for Hermes Agent

When to use it: Use when a task needs the capability described in this catalog entry: Workflow skills, project memory, and model routing for Hermes Agent

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Install
  • What you get
  • DAG-ULW
  • Others
  • Ultra-Skills
  • How it works with Hermes
  • The workflow
  • Evidence before claims
  • Documentation
  • Contributors
  • License

This catalog entry points to a collection. The scanned repository lists 156 distinct skill-file paths.

Sample members: model-onboarding · review-sweep · triage-sweep · omh-accessibility-audit · omh-adversarial-consensus · omh-agent-debug · omh-agent-instructions · omh-agent-ops-review
More members are available in the source repository.

robzolkos/skill-rails-upgrade

Catalog entry: Development and Testing
Source documentation: https://github.com/robzolkos/skill-rails-upgrade/blob/master/SKILL.md

Function: Analyze Rails apps and provide upgrade assessments

When to use it: Use when a task needs the capability described in this catalog entry: Analyze Rails apps and provide upgrade assessments

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Rails Upgrade Analyzer
  • Step 1: Verify Rails Application
  • Step 2: Get Current Rails Version
  • Step 3: Find Latest Rails Version
  • Step 4: Determine Upgrade Type
  • Step 5: Fetch Upgrade Guide
  • Step 6: Fetch Rails Diff
  • Step 7: Check JavaScript Dependencies
  • 7.1: Identify JS Package Manager
  • 7.2: Check Rails-Related JS Packages
  • 7.3: Check for Updates
  • 7.4: Check Importmap Pins (if applicable)
  • 7.5: JS Dependency Summary
  • Step 8: Generate Upgrade Summary
  • Version Information
  • Upgrade Complexity Assessment

scarletkc/agents

Catalog entry: Development and Testing
Source documentation: https://github.com/scarletkc/agents/blob/main/README.md

Function: Reusable standards and workflow skills for AI coding agents

When to use it: Use when a task needs the capability described in this catalog entry: Reusable standards and workflow skills for AI coding agents

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Agents
  • Featured in
  • Contents
  • Skills
  • Install skills
  • GitHub CLI
  • skills CLI
  • Package a skill
  • Feedback and contributions
  • License

This catalog entry points to a collection. The scanned repository lists 12 distinct skill-file paths.

Sample members: antigravity-cli · ask-to-plan · codex-cli · devin-cli · grok-cli · marketing-copy · product-writing · scoped-change
More members are available in the source repository.

scarletkc/vexor

Catalog entry: Development and Testing
Source documentation: https://github.com/scarletkc/vexor/blob/main/plugins/vexor/skills/vexor-cli/SKILL.md

Function: Vector-powered CLI for semantic file search with a Claude/Codex skill

When to use it: Use when a task needs the capability described in this catalog entry: Vector-powered CLI for semantic file search with a Claude/Codex skill

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Vexor CLI Skill
  • Goal
  • Use It Like This
  • Command
  • Common Flags
  • Project Config
  • Modes (pick the cheapest that works)
  • Troubleshooting
  • Examples
  • Tips

sno-ai/sno-station-skills

Catalog entry: Development and Testing
Source documentation: https://github.com/sno-ai/sno-station-skills/blob/main/README.md

Function: Claude Code and Codex skills: cross-vendor review, quota handoff

When to use it: Use when a task needs the capability described in this catalog entry: Claude Code and Codex skills: cross-vendor review, quota handoff

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Sno Station Skills — The working habits of a real team, installed into your AI agents.
  • Install
  • All skills with Sno Station
  • Install one skill
  • Install as a plugin
  • What changes for you
  • Why these skills
  • The pain, and what fixes it
  • “I went to bed. It changed shifts.“
  • “In months, the other one has never once said ‘looks good.‘“
  • “I yelled at my agent last night. It took notes.“
  • The skills
  • J · Peer Review & Audit
  • M · Build & Rollout
  • S · Communication & Handoff
  • H · Reporting & Visibility

This catalog entry points to a collection. The scanned repository lists 25 distinct skill-file paths.

Sample members: agentic-walkthrough · charter · e2e-environment-preflight · e2e-red-triage · first-principles-review · less-is-more · owner-intent-audit · python-coder
More members are available in the source repository.

stjbrown/agent-knowledge

Catalog entry: Context Engineering
Source documentation: https://github.com/stjbrown/agent-knowledge/blob/main/README.md

Function: Maintains portable, cited agent knowledge bases in plain Markdown

When to use it: Use when a task needs the capability described in this catalog entry: Maintains portable, cited agent knowledge bases in plain Markdown

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Agent Knowledge
  • Install
  • Migration from the former CLI package
  • The skills
  • Why this exists
  • This repository documents itself
  • Janet
  • Repository layout
  • License

This catalog entry points to a collection. The scanned repository lists 7 distinct skill-file paths.

Sample members: kb-document · kb-ingest · kb-init · kb-lint · kb-query · kb-visualize · kb

taisly/agent

Catalog entry: Marketing
Source documentation: https://github.com/taisly/agent/blob/main/SKILL.md

Function: Codex plugin, Agent Skill, CLI, and MCP server for publishing approved short-form videos to TikTok, Instagram Reels, YouTube Shorts, X, and Facebook through Taisly

When to use it: Use when a task needs the capability described in this catalog entry: Codex plugin, Agent Skill, CLI, and MCP server for publishing approved short-form videos to TikTok, Instagram Reels, YouTube Shorts, X, and Facebook through Taisly

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Taisly social posting
  • Remote MCP
  • Developer and local-file alternatives

teableio/teable-assistant-ops

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/teableio/agent-skills/blob/main/skills/teable-assistant-ops/SKILL.md

Function: Manage [Teable](https://teable\.ai\) data, SQL queries, automations, and apps.

When to use it: Use when a task needs the capability described in this catalog entry: Manage [Teable](https://teable\.ai\) data, SQL queries, automations, and apps.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Cuppy, the Teable AI assistant
  • 1. Prerequisites & Constraints
  • 2. Module & Command Navigation
  • 2.1 Module Map
  • 2.2 Routing Rules
  • 2.3 Quick Syntax
  • 3. Key Constraints
  • 4. Execution Rules
  • 4.1 Standard Order
  • 4.2 Critical Rules (with reasoning)
  • 5. Common Errors & Recovery
  • 6. API Reference Index

thedotmack/claude-mem

Catalog entry: Context Engineering
Source documentation: https://github.com/thedotmack/claude-mem/blob/main/README.md

Function: Compresses and persists agent memory across sessions

When to use it: Use when a task needs the capability described in this catalog entry: Compresses and persists agent memory across sessions

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Quick Start
  • 🦞 OpenClaw Gateway
  • Documentation
  • Getting Started
  • Best Practices
  • Architecture
  • Configuration & Development
  • How It Works
  • MCP Search Tools
  • System Requirements
  • Windows Setup Notes
  • Configuration
  • Mode & Language Configuration
  • Development
  • Troubleshooting
  • Bug Reports

This catalog entry points to a collection. The scanned repository lists 34 distinct skill-file paths.

Sample members: agent-cost-report · install · mem-search · host-observer · mem-setup · openclaw · do · make-plan
More members are available in the source repository.

thousandflowers/skillreaper

Catalog entry: Context Engineering
Source documentation: https://github.com/thousandflowers/skillreaper/blob/main/README.md

Function: Prunes unused skills, MCP servers, and subagents from transcript evidence

When to use it: Use when a task needs the capability described in this catalog entry: Prunes unused skills, MCP servers, and subagents from transcript evidence

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • What it does
  • What it reads, what it writes
  • First 60 seconds
  • Why this exists
  • Why I built this
  • Two costs of context bloat
  • Privacy
  • Before → After: what removing token waste buys
  • Getting started
  • Install
  • Usage
  • Demo
  • share - the number, ready to paste
  • Reading the report
  • Loaded vs fired: measuring context-window utilization
  • by-project - which project actually fires each skill

This catalog entry points to a collection. The scanned repository lists 2 distinct skill-file paths.

Sample members: gap · reap

transloadit/skills

Catalog entry: Specialized Domains
Source documentation: https://github.com/transloadit/skills/blob/main/README.md

Function: Transloadit skill collection (6)

When to use it: Use when a task needs the capability described in this catalog entry: Transloadit skill collection (6)

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Transloadit Skills
  • Install / Use
  • Skill Catalog
  • Conventions (For Agents)
  • Notes
  • Contributing
  • Scenarios
  • Add A Skill
  • Try-Skill Harness

This catalog entry points to a collection. The scanned repository lists 20 distinct skill-file paths.

Sample members: admin-merge · docs-transloadit-robots · integrate-asset-delivery-with-transloadit-smartcdn-in-nextjs · integrate-uppy-transloadit-s3-uploading-to-nextjs · transform-build-mosaic-collage-with-transloadit · transform-build-polaroid-collage-with-transloadit · transform-caption-video-with-transloadit · transform-capture-webpage-with-transloadit
More members are available in the source repository.

truongduy2611/app-store-preflight-skills

Catalog entry: Development and Testing
Source documentation: https://github.com/truongduy2611/app-store-preflight-skills/blob/main/SKILL.md

Function: Scan iOS/macOS projects to catch common mistakes that lead to App Store rejection before submission

When to use it: Use when preparing an app for App Store review, after receiving a rejection from Apple, or when auditing metadata, subscriptions, privacy manifests, entitlements, or design compliance. Integrates with the asc CLI for metadata inspection.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • App Store Preflight Skill
  • Prerequisites
  • Step 1: Identify App Type → Load Checklist
  • Step 2: Pull Metadata for Inspection
  • Step 3: Run Rejection Rule Checks
  • Step 4: Report Findings
  • Step 5: Autofix + Validate
  • Gotchas
  • Adding New Rules

Tubo2333/obsidian-knowledge-brain

Catalog entry: Context Engineering
Source documentation: https://github.com/Tubo2333/obsidian-knowledge-brain/blob/master/SKILL.md

Function: Cross-session knowledge memory and rule evolution for AI coding agents

When to use it: Use when a task needs the capability described in this catalog entry: Cross-session knowledge memory and rule evolution for AI coding agents

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Obsidian Knowledge Brain v4.0 / Obsidian 知识大脑 v4.0
  • 0. Critical Rules / 关键规则 (Priority 0)
  • 0a. Prerequisites / 环境要求
  • 0b. Sandbox Boundary / 沙箱边界
  • 0c. Known Limitations / 已知局限 (Agent: read before acting)
  • Platform Matrix / 平台矩阵
  • 1. Phase Detection / 相位检测 (Execute FIRST)
  • 2. Phase A · Framework Bootstrap / 框架播种
  • 3. T1-T4 Trigger Contracts / 触发契约
  • T1 · Session Start / 会话启动 (Required)
  • T2 · Session End / 会话结束 (Required)
  • T3 · Periodic Health Check / 定期健康检查 (Recommended)
  • T4 · Manual Invoke / 手动调用 (On-demand)
  • 4. Annotation MVA Standards / 标注最低可行标准
  • 5. Cold Start Protocol / 冷启动协议
  • 6. File Manifest / 文件清单

UiPath/check-skill

Catalog entry: Development and Testing
Source documentation: https://github.com/UiPath/coder_eval/blob/main/plugins/coder-eval/skills/check-skill/SKILL.md

Function: Measures whether a Claude Code skill triggers: precision and recall

When to use it: Use when the user asks whether a skill triggers, wants to test skill activation, or worries a skill has silently stopped firing.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Skill activation check
  • Step 1 — Locate the target skill
  • Step 2 — Confirm coder-eval is installed
  • Step 3 — Check what already covers this skill
  • Step 4 — Design the rows
  • Step 5 — Write the suite
  • Step 6 — Validate before spending anything
  • Step 7 — Run
  • Step 8 — Report and interpret

UiPath/task

Catalog entry: Development and Testing
Source documentation: https://github.com/UiPath/coder_eval/blob/main/plugins/coder-eval/skills/task/SKILL.md

Function: Turns plain English into validated eval tasks for coding agents

When to use it: Use when the user wants to write, add, or generate an evaluation task.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Author a coder-eval task
  • Step 1 — Understand the request, and check the CLI is there
  • Step 2 — Look at what already exists
  • Step 3 — Design the task
  • Step 4 — Write the file(s)
  • Step 5 — Could this pass for the wrong reason?
  • Step 6 — Validate
  • Step 7 — Report

unbrowse-ai/unbrowse

Catalog entry: Development and Testing
Source documentation: https://github.com/unbrowse-ai/unbrowse/blob/main/skill/SKILL.md

Function: Search, call, and read websites via hosted API or MCP

When to use it: Use when a task needs the capability described in this catalog entry: Search, call, and read websites via hosted API or MCP

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Unbrowse
  • Onboarding: sign in with OAuth
  • Host plugins
  • Choose the interface
  • Execute a task
  • Unbrowse a URL
  • A site’s tools over plain HTTP
  • Read or learn a site
  • Bring the agent’s MCP servers
  • Website sign-in
  • Serving many users (orgs)
  • Limits and recovery

Upload-Post/upload-post-skill

Catalog entry: Marketing
Source documentation: https://github.com/Upload-Post/upload-post-skill/blob/main/SKILL.md

Function: Publish and schedule social media posts through one API

When to use it: Use when posting videos, photos, text, or documents to TikTok, Instagram, YouTube, LinkedIn, Facebook, X (Twitter), Threads, Pinterest, Reddit, or Bluesky. Supports scheduling, analytics, FFmpeg processing, and upload history.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Upload-Post API
  • Documentation
  • Setup
  • Authentication
  • Endpoints Reference
  • Upload Videos
  • Upload Photos
  • Upload Text
  • Upload Document (LinkedIn only)
  • Supported Platforms
  • Upload History
  • Scheduling
  • Check Upload Status
  • Analytics
  • Get Pages/Boards
  • Reddit Detailed Posts

uucz/moyu

Catalog entry: Development and Testing
Source documentation: https://github.com/uucz/moyu/blob/main/codex/moyu/SKILL.md

Function: Anti-over-engineering skill with 5 variants and 10 platforms

When to use it: Use when a task needs the capability described in this catalog entry: Anti-over-engineering skill with 5 variants and 10 platforms

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • 摸鱼 (Moyu)
  • 你的身份
  • 三条铁律
  • 铁律一：只改被要求改的代码
  • 铁律二：用最简方案实现需求
  • 铁律三：不确定就问，别自作主张
  • 内卷 vs 摸鱼
  • 范围控制
  • 抽象与架构
  • 错误处理
  • 注释与文档
  • 依赖管理
  • 代码修改方式
  • 工作方式
  • 摸鱼检查清单
  • 反内卷表

vaibhavarora14/job-application-agent

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/vaibhavarora14/job-application-agent/blob/main/job-application-agent/SKILL.md

Function: JobAppAgent: free MIT open-source job application agent, one verified résumé

When to use it: Use when a task needs the capability described in this catalog entry: JobAppAgent: free MIT open-source job application agent, one verified résumé

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Job Application Agent
  • Untrusted content
  • Stay current
  • Initialize or migrate
  • Optional outreach companion
  • Accounting
  • Discover and assess
  • Optional LLM assist
  • Apply
  • Outcomes and reviews
  • Commands

veniceai/venice-augment

Catalog entry: Skills by Venice.ai
Source documentation: https://github.com/veniceai/skills/blob/main/skills/venice-augment/SKILL.md

Function: Search, scraping, and text parsing endpoints

When to use it: Use when a task needs the capability described in this catalog entry: Search, scraping, and text parsing endpoints

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Venice Augment (text parse / scrape / search)
  • `POST /augment/text-parser` — extract text from documents
  • Request
  • Response
  • Tips
  • `POST /augment/scrape` — URL → markdown
  • How it fetches
  • `POST /augment/search` — web search
  • Providers
  • Errors
  • Response headers
  • Patterns

voltagent/create-voltagent

Catalog entry: Skills by VoltAgent
Source documentation: https://github.com/VoltAgent/skills/blob/main/skills/create-voltagent/SKILL.md

Function: Project setup guide with CLI and manual steps

When to use it: Bootstrapping a new agent project with a single CLI command Switching between Hono and Elysia server frameworks during project creation Setting up a VoltAgent project with Ollama for local model inference Downloading and running an official VoltAgent example from the repository Configuring environment variables and provider API keys during scaffolding

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • prettier-ignore
  • Create VoltAgent Skill
  • Start Here
  • Before You Start
  • Fast Path
  • CLI Flow
  • CLI Walkthrough
  • CLI Flags and Examples
  • Generated Layout
  • Env Keys
  • Manual Setup (Full)
  • Step 1: Create the project directory
  • Step 2: Install dependencies
  • Step 3: Add scripts to package.json
  • Step 4: Configure TypeScript
  • Step 5: Add tsdown config

voltagent/voltagent-best-practices

Catalog entry: Skills by VoltAgent
Source documentation: https://github.com/VoltAgent/skills/blob/main/skills/voltagent-best-practices/SKILL.md

Function: Architecture and usage patterns for agents, workflows, memory, and servers

When to use it: Choosing between Agent and Workflow when designing a new VoltAgent service Wiring up VoltOps tracing by setting the right environment variables Picking a server provider based on runtime target (Node, Cloudflare, Netlify) Structuring the src/ directory for agents, tools, and workflows Avoiding safeStringify footguns when working inside VoltAgent packages

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • prettier-ignore
  • VoltAgent Best Practices
  • Choosing Agent or Workflow
  • Layout
  • Quick Snippets
  • Basic Agent
  • Basic Workflow
  • VoltAgent Bootstrap
  • Memory Defaults
  • Server Options
  • Observability Notes
  • Recipes
  • Footguns
  • Resources

voltagent/voltagent-core-reference

Catalog entry: Skills by VoltAgent
Source documentation: https://github.com/VoltAgent/skills/blob/main/skills/voltagent-core-reference/SKILL.md

Function: Reference for the VoltAgent class options and lifecycle methods

When to use it: Configuring MCP and A2A server registrations on a VoltAgent instance Wiring separate memory providers for agents vs workflows Setting up serverless fetch-runtime deployments with the serverless() provider Registering and retrieving agents at runtime using getAgent() and registerAgents() Connecting a VoltOps client for shared observability across the agent runtime

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • prettier-ignore
  • VoltAgent Core Reference
  • Options Overview
  • Lifecycle Notes
  • Methods
  • Example

voltagent/voltagent-docs-bundle

Catalog entry: Skills by VoltAgent
Source documentation: https://github.com/VoltAgent/skills/blob/main/skills/voltagent-docs-bundle/SKILL.md

Function: Lookup embedded docs from @voltagent/core for version-matched documentation

When to use it: Looking up the exact API signature for a VoltAgent workflow step Checking which memory backends are supported in the installed version Reading deployment configuration options without leaving the terminal Searching for guardrail examples specific to the current package version Finding recipe patterns for multi-agent coordination in the local docs

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • prettier-ignore
  • VoltAgent Embedded Docs Lookup
  • Where the Docs Live
  • Lookup Flow
  • Quick Commands
  • Why This Works

vshulcz/deja-history

Catalog entry: Context Engineering
Source documentation: https://github.com/vshulcz/deja-vu/blob/main/claude-plugin/skills/deja-history/SKILL.md

Function: Searches your own past sessions across 20 coding agents

When to use it: Use when a task needs the capability described in this catalog entry: Searches your own past sessions across 20 coding agents

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Finding something
  • Reading a result
  • Saying what you used
  • Limits worth respecting
  • Rules the user keeps repeating

WordPress/wordpress-router

Catalog entry: Skills by WordPress Development Team
Source documentation: https://github.com/WordPress/agent-skills/blob/trunk/skills/wordpress-router/SKILL.md

Function: Classifies WordPress repos and routes to the right workflow

When to use it: Use when the user asks about WordPress codebases (plugins, themes, block themes, Gutenberg blocks, WP core checkouts) and you need to quickly classify the repo and route to the correct workflow/skill (blocks, theme.json, REST API, WP-CLI, performance, security, testing, release packaging).

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • WordPress Router
  • When to use
  • Inputs required
  • Procedure
  • Verification
  • Failure modes / debugging
  • Escalation

WordPress/wp-wpcli-and-ops

Catalog entry: Skills by WordPress Development Team
Source documentation: https://github.com/WordPress/agent-skills/blob/trunk/skills/wp-wpcli-and-ops/SKILL.md

Function: WP-CLI commands, automation, multisite, search-replace

When to use it: Use when working with WP-CLI (wp) for WordPress operations: safe search-replace, db export/import, plugin/theme/user/content management, cron, cache flushing, multisite, and scripting/automation with wp-cli.yml.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • WP-CLI and Ops
  • When to use
  • Inputs required
  • Procedure
  • 0) Guardrails: confirm environment and blast radius
  • 1) Inspect WP-CLI and site targeting (deterministic)
  • 2) Choose the right workflow
  • 3) Automation patterns (scripts + wp-cli.yml)
  • Verification
  • Failure modes / debugging
  • Escalation

wrsmith108/linear-claude-skill

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/wrsmith108/linear-claude-skill/blob/main/SKILL.md

Function: Manage Linear issues, projects, and teams

When to use it: Use when working with Linear tasks, creating issues, updating status, querying projects, or managing team workflows.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Linear
  • ⚠️ Tool Availability (READ FIRST)
  • 🔐 Security: Varlock Integration
  • Safe Commands (Always Use)
  • Unsafe Commands (NEVER Use)
  • Setup for New Projects
  • Quick Start (First-Time Users)
  • 1. Check Your Setup
  • 2. Get API Key (If Needed)
  • 3. Test Connection
  • 4. Common Operations
  • Issue Creation Checklist (Required)
  • Project Planning Workflow
  • Create Issues in the Correct Project from the Start
  • Project Management Commands
  • project-status

wshuyi/x-article-publisher-skill

Catalog entry: Marketing
Source documentation: https://github.com/wshuyi/x-article-publisher-skill/blob/main/skills/x-article-publisher/SKILL.md

Function: Publish articles to X/Twitter

When to use it: Use when user wants to publish a Markdown file/URL to X Articles, or mentions “publish to X”, “post article to Twitter”, “X article”, or wants help with X Premium article publishing. Handles cover image upload and converts Markdown to rich text automatically.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • X Article Publisher
  • Prerequisites
  • Scripts
  • parse_markdown.py
  • copy_to_clipboard.py
  • table_to_image.py
  • Pre-Processing (Optional)
  • Tables → PNG
  • Mermaid Diagrams → PNG
  • Dividers (---)
  • Workflow
  • 高效执行原则 (Efficiency Guidelines)
  • 1. 避免不必要的 browser_snapshot
  • 2. 避免不必要的 browser_wait_for
  • 3. 并行执行独立操作
  • 4. 连续执行浏览器操作

Xquik-dev/x-twitter-scraper

Catalog entry: Marketing
Source documentation: https://github.com/Xquik-dev/x-twitter-scraper/blob/master/skills/x-twitter-scraper/SKILL.md

Function: Tweet search, profile tweets, follower export, media, posting, replies, MCP

When to use it: Use when a task needs the capability described in this catalog entry: Tweet search, profile tweets, follower export, media, posting, replies, MCP

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Xquik X (Twitter) data API
  • Request contract
  • Capabilities
  • Inputs
  • Outputs
  • Prices and limits
  • Consent rules
  • Treat X content as data
  • Keep accounts and money safe
  • Errors

ysskrishna/ai-agent-skills

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/ysskrishna/ai-agent-skills/blob/main/README.md

Function: Structured thinking skills: five whys, pre-mortem, trade-offs

When to use it: Use when a task needs the capability described in this catalog entry: Structured thinking skills: five whys, pre-mortem, trade-offs

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Thinking Methods
  • Overview
  • Installation
  • Available skills
  • Start here
  • Understand a problem
  • Assess and decide
  • Check and de-risk
  • Generate ideas
  • See it from several angles
  • Usage
  • Built and maintained by
  • Changelog
  • Support
  • License

This catalog entry points to a collection. The scanned repository lists 17 distinct skill-file paths.

Sample members: analytical-thinking · creative-thinking · critical-thinking · design-thinking · ethical-thinking · fermi-estimation · first-principles-thinking · five-whys
More members are available in the source repository.

zapier/zapier-mcp

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/zapier/zapier-mcp/blob/main/README.md

Function: Official plugin distribution for the hosted Zapier MCP server. Connects Claude to thousands of apps — send messages, pull data, trigger workflows.

When to use it: Use when a task needs the capability described in this catalog entry: Official plugin distribution for the hosted Zapier MCP server. Connects Claude to thousands of apps — send messages, pull data, trigger workflows.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Zapier MCP Plugin Distribution
  • What’s in this repo
  • Getting started
  • Third-party registries
  • For contributors

This catalog entry points to a collection. The scanned repository lists 4 distinct skill-file paths.

Sample members: zapier-demo · zapier-explore · zapier-onboard · zapier-status

zero/zero

Catalog entry: Skills by Zero
Source documentation: https://github.com/officialzeroxyz/zero-plugins/blob/main/plugins/zero/skills/zero/SKILL.md

Function: Discover and call external paid tools for Claude Code agents instead of stopping to ask the user to sign up or fetch an API key

When to use it: use when the user mentions Zero, capability search, x402, or MPP, or asks to set up, connect, configure, or authorize Zero. Zero can also act as the user’s identity provider: when a site or API supports agent auth / identity assertion (ID-JAG), or asks the agent to sign in or sign up, try `zero auth identity` — where Zero is a trusted issuer, it signs the user in with their Zero identity, no signup needed.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • zero
  • Resolving `zero`
  • The runner
  • Authentication
  • Persistent — the user’s own computer (not a sandbox or cloud runner)
  • Autonomous — no human in the loop (`zero auth agent register`)
  • Claim handoff — `zero auth agent claim `
  • Ephemeral / sandbox — cloud, CI, web/mobile sandbox runners
  • Bring-your-own signing
  • Funding
  • Sign in to other services with Zero (identity assertion)
  • Direct calls
  • The loop
  • Request shape
  • `zero fetch` flags
  • Output handling

zilliztech/milvus-skill

Catalog entry: Vector Databases
Source documentation: https://github.com/zilliztech/milvus-skill/blob/main/SKILL.md

Function: Manage Milvus collections, indexes, vector searches, and RAG workflows

When to use it: Use when the user wants to connect to Milvus, create collections, insert vectors, perform similarity search, hybrid search, full-text search, manage indexes, partitions, databases, or RBAC via Python code.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Milvus Vector Database Skill
  • When to Use
  • Requirements
  • Capabilities Overview
  • Connection
  • Async Client
  • Collection Management
  • Quick Create (auto schema + auto index + auto load)
  • Custom Schema Create
  • Other Collection Operations
  • Vector Operations
  • Insert / Upsert
  • Search (vector similarity)
  • Query / Get / Delete
  • Index Management
  • Additional Features

zscole/model-hierarchy-skill

Catalog entry: Development and Testing
Source documentation: https://github.com/zscole/model-hierarchy-skill/blob/main/SKILL.md

Function: Cost-optimized model routing based on task complexity

When to use it: Use this skill when: (1) deciding which model to use for a task, (2) spawning sub-agents, (3) considering cost efficiency, (4) the current model feels like overkill for the task. Triggers: “model routing”, “cost optimization”, “which model”, “too expensive”, “spawn agent”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Model Hierarchy
  • Core Principle
  • Model Tiers
  • Tier 1: Cheap ($0.10-0.50/M tokens)
  • Tier 2: Mid ($1-5/M tokens)
  • Tier 3: Premium ($10-75/M tokens)
  • Task Classification
  • ROUTINE → Use Tier 1
  • MODERATE → Use Tier 2
  • COMPLEX → Use Tier 3
  • Decision Algorithm
  • Behavioral Rules
  • For Main Session
  • For Sub-Agents
  • For Automated Tasks
  • Communication Patterns

Back to the category index

本分类中文版

Posted Updated Agent Skills / Business & Finance22 minutes read (About 3302 words)

Business & Finance | Agent Skills

Business & Finance

Business and finance skills address commercial operations, payments, accounting, taxes, financial workflows, and market activity.

Catalog snapshot: November 2, 2026

Category menu

Skills in this category

binance/crypto-market-rank

Catalog entry: Skills by Binance
Source documentation: https://github.com/binance/binance-skills-hub/blob/main/skills/binance-web3/crypto-market-rank/SKILL.md

Function: Query crypto market rankings including trending tokens, smart money inflows, meme rankings, and top trader PnL leaderboards

When to use it: Finding tokens with the highest social buzz on Solana in the last 24 hours Ranking Pulse launchpad meme tokens by breakout potential score on BSC Viewing top trader wallet PnL and win rates over the past 30 days Browsing Binance Alpha token picks filtered by market cap and holder count Checking which tokens smart money addresses bought most in the last 4 hours

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Crypto Market Rank Skill
  • Overview
  • When to Use This Skill
  • Supported Chains
  • How to Call APIs
  • Commands
  • Use Flow
  • Rules
  • Full CLI Reference

binance/meme-rush

Catalog entry: Skills by Binance
Source documentation: https://github.com/binance/binance-skills-hub/blob/main/skills/binance-web3/meme-rush/SKILL.md

Function: Track real-time meme token lists from launchpads (Pump.fun, Four.meme) and AI-powered hot market topics ranked by net inflow

When to use it: Spotting newly created Solana meme tokens still on the bonding curve Watching tokens approaching migration to catch early DEX liquidity Filtering out tokens with dev wash trading or high sniper holder concentration Finding trending market narratives and the tokens grouped under them Sorting rising topics by net inflow to identify where capital is flowing

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Meme Rush Skill
  • Overview
  • When to Use This Skill
  • Supported Chains
  • How to Call APIs
  • Preset: Agent ID exclusive launches
  • Commands
  • Rules
  • Full CLI Reference

binance/query-address-info

Catalog entry: Skills by Binance
Source documentation: https://github.com/binance/binance-skills-hub/blob/main/skills/binance-web3/query-address-info/SKILL.md

Function: Retrieve all token holdings and portfolio positions for any wallet address on BSC, Base, or Solana

When to use it: Use when the user provides an explicit wallet address (or says “my wallet”) and wants the current portfolio: “what does 0x... hold”, “wallet balance breakdown”, “list positions for this address”, “what tokens are in this wallet”, “show me the holdings of <address>“.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Query Address Info Skill
  • Overview
  • When to Use This Skill
  • Supported Chains
  • How to Call APIs
  • Commands
  • Rules
  • Full CLI Reference

binance/query-token-info

Catalog entry: Skills by Binance
Source documentation: https://github.com/binance/binance-skills-hub/blob/main/skills/binance-web3/query-token-info/SKILL.md

Function: Search tokens and fetch metadata, real-time market data, and K-Line candlestick charts by keyword or contract address

When to use it: Looking up a Solana token by contract address to verify its creator and social links Checking 24-hour volume and holder distribution before entering a position Pulling 1-minute K-line data for a BSC token to analyze recent price action Searching for tokens by name across multiple chains in a single query Comparing liquidity and top-10 holder concentration across similar tokens

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Query Token Info Skill
  • Overview
  • When to Use This Skill
  • Supported Chains
  • How to Call APIs
  • Commands
  • Rules
  • Full CLI Reference

binance/spot

Catalog entry: Skills by Binance
Source documentation: https://github.com/binance/binance-skills-hub/blob/main/README.md

Function: Place and manage spot trading orders on Binance via API key authentication, supporting mainnet and testnet

When to use it: Placing a limit buy order on BTCUSDT from the command line Pulling 1-hour candlestick data for a trading pair to feed into a script Checking open orders and canceling stale ones without logging into the web UI Querying account balances while filtering out zero-balance assets Setting up OCO orders to automate take-profit and stop-loss on a position

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Binance Skills Hub
  • About This Repository
  • Installation
  • Prerequisites
  • Install Skills Hub
  • Authentication
  • Contribution
  • Disclaimer

binance/trading-signal

Catalog entry: Skills by Binance
Source documentation: https://github.com/binance/binance-skills-hub/blob/main/skills/binance-web3/trading-signal/SKILL.md

Function: Monitor on-chain Smart Money buy/sell signals with price, max gain, and exit rate data on Solana and BSC

When to use it: Checking whether smart money is accumulating a Solana token before entering a position Comparing a signal’s trigger price to the current price to gauge entry timing Filtering active signals from timed-out ones to avoid acting on stale data Reviewing max gain and exit rate of past signals to assess historical reliability Spotting tokens with multiple smart money addresses buying simultaneously on BSC

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Trading Signal Skill
  • Overview
  • When to Use This Skill
  • Supported Chains
  • How to Call APIs
  • Commands
  • Rules
  • Full CLI Reference

coinbase/fund

Catalog entry: Skills by Coinbase
Source documentation: https://github.com/coinbase/agentic-wallet-skills/blob/main/README.md

Function: Add USDC to a Coinbase-powered wallet through Coinbase Onramp

When to use it: Topping up your wallet before a trade when the balance is too low Buying USDC with a debit card without leaving the terminal Funding a fresh wallet after initial setup and authentication Loading USDC via Apple Pay for a quick onramp Depositing funds from an existing Coinbase account into your agent wallet

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Coinbase Agentic Wallet Skills
  • What it does
  • Installation
  • Usage
  • Contributing
  • Updating the `awal` version
  • License

coinbase/monetize-service

Catalog entry: Skills by Coinbase
Source documentation: https://github.com/coinbase/agentic-wallet-skills/blob/main/README.md

Function: Scaffold an Express server that charges USDC per request using x402

When to use it: Selling a data API where each request costs a few cents in USDC Setting up a paid text analysis endpoint that any agent can call Running a compute-heavy query service with per-request crypto payments Listing a new paid endpoint on the x402 Bazaar for agent discovery Adding tiered pricing to multiple routes on a single Express server

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Coinbase Agentic Wallet Skills
  • What it does
  • Installation
  • Usage
  • Contributing
  • Updating the `awal` version
  • License

coinbase/pay-for-service

Catalog entry: Skills by Coinbase
Source documentation: https://github.com/coinbase/agentic-wallet-skills/blob/main/README.md

Function: Call paid API endpoints that use the x402 protocol with automatic USDC

When to use it: Querying a paid weather API without manually handling crypto payments Sending text to a paid sentiment analysis endpoint Fetching premium data feeds that charge per request in USDC Testing x402-compatible services during development Calling a paid summarization API as part of a larger workflow

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Coinbase Agentic Wallet Skills
  • What it does
  • Installation
  • Usage
  • Contributing
  • Updating the `awal` version
  • License

coinbase/query-onchain-data

Catalog entry: Skills by Coinbase
Source documentation: https://github.com/coinbase/agentic-wallet-skills/blob/main/README.md

Function: Query decoded onchain data (events, tx, blocks) on Base

When to use it: Looking up recent USDC transfers for a specific wallet address on Base Checking transaction history and gas usage for a contract you deployed Counting event types emitted by a smart contract in the last hour Pulling block-level stats like transaction count and gas used over time Tracking token Transfer and Approval events across known Base contracts

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Coinbase Agentic Wallet Skills
  • What it does
  • Installation
  • Usage
  • Contributing
  • Updating the `awal` version
  • License

coinbase/search-for-service

Catalog entry: Skills by Coinbase
Source documentation: https://github.com/coinbase/agentic-wallet-skills/blob/main/README.md

Function: Search and browse the x402 bazaar marketplace

When to use it: Finding a paid API for sentiment analysis or other NLP tasks Checking the price and payment method for an x402 endpoint Browsing all available services on the x402 bazaar marketplace Looking up weather or geolocation APIs when no free option fits Discovering what paid services exist before building a workflow

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Coinbase Agentic Wallet Skills
  • What it does
  • Installation
  • Usage
  • Contributing
  • Updating the `awal` version
  • License

coinbase/send-usdc

Catalog entry: Skills by Coinbase
Source documentation: https://github.com/coinbase/agentic-wallet-skills/blob/main/README.md

Function: Send USDC to any Ethereum address or ENS name on Base

When to use it: Paying a freelancer in USDC from the command line Splitting a dinner bill by sending USDC to a friend’s wallet Tipping an open source contributor at their .eth address Moving USDC from your wallet to a cold storage address Donating to a cause that accepts crypto at a public wallet

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Coinbase Agentic Wallet Skills
  • What it does
  • Installation
  • Usage
  • Contributing
  • Updating the `awal` version
  • License

coinbase/trade

Catalog entry: Skills by Coinbase
Source documentation: https://github.com/coinbase/agentic-wallet-skills/blob/main/README.md

Function: Swap and trade tokens on Base using the CDP Swap API

When to use it: Swapping USDC to ETH before minting an NFT on Base Selling ETH for USDC to lock in a price during volatility Converting WETH back to native ETH after bridging Buying a small amount of ETH to cover gas fees Trading between two tokens using their contract addresses

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Coinbase Agentic Wallet Skills
  • What it does
  • Installation
  • Usage
  • Contributing
  • Updating the `awal` version
  • License

coinbase/x402

Catalog entry: Skills by Coinbase
Source documentation: https://github.com/coinbase/agentic-wallet-skills/blob/main/README.md

Function: Discover and call paid API endpoints using the x402 payment protocol

When to use it: Finding a paid sentiment analysis API when you don’t have one set up Checking the price of an x402 endpoint before committing to a call Calling a paid weather API with automatic USDC payment Browsing available paid services in the x402 bazaar by keyword Setting a max payment cap before making an expensive API request

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Coinbase Agentic Wallet Skills
  • What it does
  • Installation
  • Usage
  • Contributing
  • Updating the `awal` version
  • License

EveryInc/charlie-cfo-skill

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/EveryInc/charlie-cfo-skill/blob/main/SKILL.md

Function: Bootstrapped CFO financial management inspired by Charlie Munger

When to use it: Use when a task needs the capability described in this catalog entry: Bootstrapped CFO financial management inspired by Charlie Munger

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Charlie CFO: Bootstrapped Financial Management
  • Core Mental Models
  • Cash Management Rules
  • Capital Allocation Framework
  • Working Capital Optimization
  • Financial Review Rhythms
  • Key Metrics Dashboard
  • Forecasting Approach
  • Spending Benchmarks ($3-5M ARR)
  • References

Catalog entry: Specialized Domains
Source documentation: https://github.com/lawve-ai/awesome-legal-skills/blob/main/README.md

Function: Curated agent skills for automating legal workflows

When to use it: Use when a task needs the capability described in this catalog entry: Curated agent skills for automating legal workflows

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Table of Contents
  • AI Governance
  • AI Oversight
  • Banking Finance
  • Commercial Law
  • Compliance
  • Corporate Law
  • Criminal Law
  • Cybersecurity
  • Data Protection
  • Developer Tools
  • Document Tools
  • Employment Law
  • Environmental Law
  • Family Law
  • Health Law

This catalog entry points to a collection. The scanned repository lists 281 distinct skill-file paths.

Sample members: adjudicative-ai-impartiality-challenge-adrian-lerer · agent-authority-charter-builder-arkadiy-miteiko · agentic-delegation-audit-adrian-lerer · ai-audit-trail-larissa-meredith-flister · ai-governance-reviewer-carl-ditzler · ambiguity-report-seth-chandler · ambiguity-stress-test-seth-chandler · analyse-rgpd-de-dpa-fournisseur-hugo-salard
More members are available in the source repository.

MetaMask/metamask-agent-wallet

Catalog entry: Specialized Domains
Source documentation: https://github.com/MetaMask/agent-skills/blob/main/skills/metamask-agent-wallet/SKILL.md

Function: Official MetaMask self-custodial wallet: swaps, bridges, perps, x402 payments

When to use it: Use when the user asks anything about blockchain wallets, transactions, signing, token transfers, supported chains, wallet balances, perpetual futures trading, funding rates, and Hyperliquid vaults, prediction markets, token swaps, cross-chain bridges, market data, token discovery, tokenized real-world assets, RWAs, AI-generated market and asset summaries via pulse, decoding EVM calldata, DeFi earn/yield vaults, installing or removing third-party `mm` CLI plugins, or authentication via the MetaMask Agentic CLI; also when an HTTP request returns 402 Payment Required / x402, when an MCP tool call returns an x402 pa

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • MetaMask Agentic CLI Skill
  • Command Routing
  • Workflows
  • Global Flags
  • Preflight
  • 1. Version compatibility
  • 2. Readiness gate — authentication and initialization
  • Safety Rules
  • Input Validation
  • Confirmation Requirements
  • Credential Safety
  • Suspicious Content Warnings
  • Async Model
  • MFA Approval Pauses
  • Response Style

nexscope-ai/eCommerce-Skills

Catalog entry: Specialized Domains
Source documentation: https://github.com/nexscope-ai/eCommerce-Skills/blob/main/README.md

Function: 150+ ecommerce skills for Amazon, Shopify, Etsy, TikTok sellers

When to use it: Use when a task needs the capability described in this catalog entry: 150+ ecommerce skills for Amazon, Shopify, Etsy, TikTok sellers

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • E-Commerce Skills by Nexscope
  • Quick Start
  • What Are E-Commerce Skills?
  • ⭐ Most Popular
  • Collection
  • 🕵️ Competitor Analysis (6 skills)
  • 💰 Pricing & Profitability (7 skills)
  • 🚀 Growth & Expansion (16 skills)
  • 📣 E-Commerce Marketing (16 skills)
  • 📝 Listing Optimization (8 skills)
  • 📢 Advertising (4 skills)
  • 📡 Monitoring & Alerts (5 skills)
  • 📦 Supply Chain & Logistics (6 skills)
  • ⚙️ Operations & Analytics (15 skills)
  • 🔍 Product Research (6 skills)
  • 🏪 Platform Guides & Tools (36 skills)

This catalog entry points to a collection. The scanned repository lists 162 distinct skill-file paths.

Sample members: affiliate-marketing-strategy · api-monitoring · brand-monitoring · brand-protection-amazon · brand-protection-ebay · brand-protection-shopify · brand-protection-tiktok · brand-protection-walmart
More members are available in the source repository.

openaccountants/openaccountants

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/openaccountants/openaccountants/blob/main/README.md

Function: 371 tax classification skills across 134 countries

When to use it: Use when a task needs the capability described in this catalog entry: 371 tax classification skills across 134 countries

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • OpenAccountants
  • Find your country
  • Add to your AI
  • Contribute
  • How to read a skill
  • Need the work done?
  • How it stays accurate
  • For developers
  • Related open-source projects
  • License

This catalog entry points to a collection. The scanned repository lists 2115 distinct skill-file paths.

Sample members: 990-returns · ab-corporate-tax · ab-individual-return · ad-company-formation · ad-corporate-income-tax · ad-income-tax · ad-non-resident-income-tax · ad-payroll-social
More members are available in the source repository.

takechanman1228/claude-ecom

Catalog entry: Specialized Domains
Source documentation: https://github.com/takechanman1228/claude-ecom/blob/main/skills/ecom/SKILL.md

Function: Ecommerce CSV to business review with KPI decomposition

When to use it: Use when a task needs the capability described in this catalog entry: Ecommerce CSV to business review with KPI decomposition

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • ecom — Ecommerce Business Review Toolkit
  • Mode Selection
  • Input
  • Running the Engine
  • Workflow
  • Phase 1: Compute (Python)
  • Phase 2: Interpret (you — Claude)
  • Report Contract (Full Review)
  • Reference Files
  • Data Rules
  • Incomplete Data
  • Language
  • Quality Gates

veniceai/venice-billing

Catalog entry: Skills by Venice.ai
Source documentation: https://github.com/veniceai/skills/blob/main/skills/venice-billing/SKILL.md

Function: Balance, usage, and billing analytics endpoints

When to use it: Use when a task needs the capability described in this catalog entry: Balance, usage, and billing analytics endpoints

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Venice Billing
  • Currency / priority
  • `GET /billing/balance`
  • `GET /billing/usage-history`
  • Query parameters
  • Response (JSON)
  • Fields
  • CSV
  • Walking the full history
  • `GET /billing/usage-analytics`
  • Query parameters (choose one approach)
  • Response (selected keys)
  • Recipes
  • Abort before calling inference if the account is empty
  • Monthly CSV export
  • Top-models chart

veniceai/venice-x402

Catalog entry: Skills by Venice.ai
Source documentation: https://github.com/veniceai/skills/blob/main/skills/venice-x402/SKILL.md

Function: Wallet credits and x402 payments on Base

When to use it: Use when a task needs the capability described in this catalog entry: Wallet credits and x402 payments on Base

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Venice x402 (wallet credits)
  • Header names
  • Payment safety
  • Pay with a wallet: end-to-end
  • 1. Discover payment requirements — `POST /x402/top-up` (no header)
  • 2. Sign a USDC transfer → `POST /x402/top-up` with `PAYMENT-SIGNATURE`
  • 3. Call inference with `SIGN-IN-WITH-X`
  • `GET /x402/balance/{walletAddress}`
  • `GET /x402/transactions/{walletAddress}`
  • Transaction types
  • Constants
  • Errors
  • Gotchas

zero/zero-gemini

Catalog entry: Skills by Zero
Source documentation: https://github.com/officialzeroxyz/zero-plugins/blob/main/plugins/zero-gemini/README.md

Function: Same Zero tool-discovery and payment layer packaged as a Gemini CLI extension

When to use it: Use when a task needs the capability described in this catalog entry: Same Zero tool-discovery and payment layer packaged as a Gemini CLI extension

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • zero-gemini (overlay — not directly installable)
  • How the extension is built
  • Installing from a local checkout
  • Shipping an update
  • How Gemini CLI differs from Claude Code

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本分类中文版

Posted Updated Agent Skills / Cloud & Operations2 hours read (About 17928 words)

Cloud & Operations | Agent Skills

Cloud & Operations

Cloud and operations skills address deployment, infrastructure, observability, reliability, and cloud-service configuration.

Catalog snapshot: November 2, 2026

Category menu

Skills in this category

AceDataCloud/fish-audio

Catalog entry: Specialized Domains
Source documentation: https://github.com/AceDataCloud/Skills/blob/main/skills/fish-audio/SKILL.md

Function: Generate speech and clone voices with Fish Audio

When to use it: Use when a task needs the capability described in this catalog entry: Generate speech and clone voices with Fish Audio

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Fish Audio — Text-to-Speech
  • First-time setup
  • Quick Start
  • Endpoints
  • Workflows
  • 1. Find a reference voice
  • 2. Text-to-Speech
  • 3. One-shot voice cloning
  • 4. Async TTS
  • 5. Create a persistent public voice model
  • 6. List voices created by the calling account
  • Parameters — `/fish/tts`
  • Header
  • JSON body
  • Gotchas

browserbase/functions

Catalog entry: Skills by Browserbase
Source documentation: https://github.com/browserbase/skills/blob/main/skills/functions/SKILL.md

Function: Deploy browser automation scripts as serverless cloud functions

When to use it: Use when the user wants to deploy browser automation to run on a schedule or cron, create a webhook endpoint for browser tasks, run automation in the cloud instead of locally, or asks about Browserbase Functions.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Browserbase Functions
  • Prerequisites
  • Creating a Function Project
  • 1. Initialize
  • 2. Add Credentials to .env
  • 3. Install Dependencies
  • Function Structure
  • Development Workflow
  • 1. Start Dev Server
  • 2. Test Locally
  • 3. Iterate
  • Deploying
  • Quick Reference

clickhouse/chdb-sql

Catalog entry: Skills by ClickHouse
Source documentation: https://github.com/clickhouse/agent-skills/blob/main/skills/chdb-sql/SKILL.md

Function: In-process ClickHouse SQL engine for Python — query files, databases, and cloud storage without a server

When to use it: Use when the user wants to run SQL — especially analytical SQL — on local files (parquet/csv/json), URLs, S3 paths, or remote databases (Postgres, MySQL, MongoDB, ClickHouse Cloud, Iceberg, Delta Lake) without setting up a server. Provides chDB — embedded ClickHouse SQL in Python with 1000+ functions, Session for stateful multi-step pipelines, parametrized queries, and cross-source joins via `s3()`, `mysql()`, `postgresql()`, `iceberg()`, `deltaLake()`, `remoteSecure()` table functions. TRIGGER when: user wants SQL on parquet/csv/files or across remote analytical sources; uses ClickHouse SQL features (window func

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • chdb SQL — ClickHouse in Your Python Process
  • Decision Tree: Pick the Right API
  • chdb.query() — One Line, Any Data
  • Session — Stateful Analysis Pipelines
  • Connection API (DB-API 2.0)
  • Troubleshooting
  • References

clickhouse/clickhousectl-cloud-deploy

Catalog entry: Skills by ClickHouse
Source documentation: https://github.com/clickhouse/agent-skills/blob/main/README.md

Function: Deploy to ClickHouse Cloud and migrate from local setups with clickhousectl

When to use it: Taking a local ClickHouse prototype into production on ClickHouse Cloud Provisioning a managed ClickHouse service with clickhousectl Migrating schemas and data from a local instance to ClickHouse Cloud Setting up cloud-hosted ClickHouse for an application team Standardizing cloud deployment steps across multiple environments

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • ClickHouse Agent Skills
  • Installation
  • npx
  • clickhousectl
  • What is this?
  • Available Skills
  • ClickHouse Best Practices
  • ClickHouse Architecture Advisor
  • ClickHouse JS Node Troubleshooting
  • chdb DataStore
  • chdb SQL
  • Infra ClickHouse
  • Infra Postgres
  • ClickStack OTel Collector
  • Quick Start
  • Supported Agents

CloudAI-X/threejs-skills

Catalog entry: Development and Testing
Source documentation: https://github.com/CloudAI-X/threejs-skills/blob/main/README.md

Function: Three.js skills for creating 3D elements and interactive experiences

When to use it: Use when a task needs the capability described in this catalog entry: Three.js skills for creating 3D elements and interactive experiences

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Three.js Skills for Claude Code
  • Why
  • Installation
  • Skills Included
  • How It Works
  • Skill File Structure
  • Verification
  • License
  • Acknowledgments

This catalog entry points to a collection. The scanned repository lists 13 distinct skill-file paths.

Sample members: threejs-animation · threejs-asset-pipeline · threejs-fundamentals · threejs-geometry · threejs-interaction · threejs-lighting · threejs-loaders · threejs-materials
More members are available in the source repository.

cloudflare/agents-sdk

Catalog entry: Skills by Cloudflare Team
Source documentation: https://github.com/cloudflare/skills/blob/main/skills/agents-sdk/SKILL.md

Function: Build stateful AI agents with scheduling, RPC, and MCP servers

When to use it: Running scheduled cron tasks inside a Cloudflare Worker agent Building a chat app where agent state syncs in real time to React clients Wiring up an MCP server using McpAgent to expose callable tools Handling inbound emails and sending replies through an agent’s routing logic Pausing a multi-step workflow until a human approves the next action

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Cloudflare Agents SDK
  • Retrieval Sources
  • Capabilities
  • FIRST: Verify Installation
  • Wrangler Configuration
  • Agent Class
  • Routing
  • Core APIs
  • React Client
  • References
  • Core
  • Chat & Streaming
  • Background Processing
  • Integrations
  • Experimental
  • Skill feedback

cloudflare/cloudflare

Catalog entry: Skills by Cloudflare Team
Source documentation: https://github.com/cloudflare/skills/blob/main/skills/cloudflare/SKILL.md

Function: Comprehensive Cloudflare platform skill covering Workers, Pages, storage, AI, networking, security, and IaC

When to use it: Picking the right Cloudflare primitives (Workers, Pages, D1, R2, Durable Objects) for a new project Wiring up Workers AI or Vectorize into an existing application Standing up a Cloudflare Tunnel or Spectrum listener for an internal service Configuring WAF and DDoS protections for a production domain Managing Cloudflare resources as code via Terraform or Pulumi

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Discover and build with Cloudflare
  • Choose the CLI
  • Help the user find the right product
  • What are you trying to build?
  • Find guidance for a task not listed here
  • Caching
  • Working principles
  • Skill feedback

cloudflare/cloudflare-email-service

Catalog entry: Skills by Cloudflare Team
Source documentation: https://github.com/cloudflare/skills/blob/main/skills/cloudflare-email-service/SKILL.md

Function: Send transactional email and route inbound mail with Cloudflare Email Sending and Email Routing

When to use it: Adding transactional email sending to a Cloudflare Worker via a binding Routing inbound email for a domain to a Worker for processing Sending email from a Node.js or Python app via the REST API Wiring email handling into an Agents SDK agent Configuring SPF, DKIM, and DMARC for a new sending domain

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Cloudflare Email Service
  • Retrieval Sources
  • FIRST: Check Prerequisites
  • What Do You Need?
  • Sending Workflow
  • Common Mistakes
  • References
  • Skill feedback

cloudflare/durable-objects

Catalog entry: Skills by Cloudflare Team
Source documentation: https://github.com/cloudflare/skills/blob/main/skills/durable-objects/SKILL.md

Function: Stateful coordination with RPC, SQLite, and WebSockets

When to use it: Building a multiplayer game room where turn order and scores must stay consistent across players Coordinating a booking system so two users cannot reserve the same slot simultaneously Managing per-tenant SQLite storage in a multi-tenant SaaS app without a separate database Scheduling per-entity alarms for things like subscription renewal reminders or session timeouts Handling persistent WebSocket connections for a live collaboration tool with shared document state

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Durable Objects
  • Retrieval Sources
  • When to Use
  • Reference Documentation
  • Core Principles
  • Use Durable Objects For
  • Do NOT Use For
  • Quick Reference
  • Wrangler Configuration
  • Basic Durable Object Pattern
  • Critical Rules
  • Authorization
  • Anti-Patterns (NEVER)
  • Stub Creation
  • Storage Operations
  • Alarms

cloudflare/sandbox-sdk

Catalog entry: Skills by Cloudflare Team
Source documentation: https://github.com/cloudflare/skills/blob/main/README.md

Function: Build sandboxed applications for secure, isolated code execution on Workers

When to use it: Running untrusted user-submitted code from an AI code interpreter Building a web-based coding playground with isolated execution Executing CI/CD test steps in an isolated sandbox per run Spinning up interactive dev environments with preview URLs Running tool-call code for an agent without exposing the host Worker

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Cloudflare Skills
  • Installing
  • Codex
  • Claude Code
  • VS Code / GitHub Copilot
  • Cursor
  • npx skills
  • Clone / Copy
  • Skills
  • MCP Servers

cloudflare/security-audit-skill

Catalog entry: Skills by Cloudflare Team
Source documentation: https://github.com/cloudflare/security-audit-skill/blob/main/skills/security-audit/SKILL.md

Function: Multi-phase security audits with independently verified, machine-readable findings

When to use it: Use when a task needs the capability described in this catalog entry: Multi-phase security audits with independently verified, machine-readable findings

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Security Audit
  • Operating modes
  • Platform terminology
  • Universal execution safety
  • Full audit setup
  • Write isolation
  • Full audit planning
  • Coverage and prior runs
  • Run profiles and scope
  • Core principles
  • Require a boundary and result
  • Use bounded local evidence
  • Respect source visibility
  • Separate priority from certainty
  • Recommend the smallest effective source fix
  • Full audit workflow

cloudflare/web-perf

Catalog entry: Skills by Cloudflare Team
Source documentation: https://github.com/cloudflare/skills/blob/main/skills/web-perf/SKILL.md

Function: Audit Core Web Vitals and render-blocking resources

When to use it: Diagnosing why LCP is above 4s on a landing page Tracing which CSS or JS files are blocking first paint Finding images missing width/height attributes that cause layout shifts Checking cache headers and compression on static assets Auditing a Next.js or Vite app’s bundle for unused code and oversized polyfills

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Web Performance Audit
  • Retrieval Sources
  • FIRST: Verify MCP Tools Available
  • Key Guidelines
  • Quick Reference
  • Workflow
  • Phase 1: Performance Trace
  • Phase 2: Core Web Vitals Analysis
  • Phase 3: Network Analysis
  • Phase 4: Accessibility Snapshot
  • Phase 5: Codebase Analysis
  • Detect Framework & Bundler
  • Tree-Shaking & Dead Code
  • Unused JS/CSS
  • Polyfills
  • Compression & Minification

cloudflare/workers-best-practices

Catalog entry: Skills by Cloudflare Team
Source documentation: https://github.com/cloudflare/skills/blob/main/skills/workers-best-practices/SKILL.md

Function: Review and author Workers code against production best practices and wrangler.jsonc conventions

When to use it: Use when writing, reviewing, or configuring Workers.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • References
  • Keep Compatibility Dates Current
  • Enable Observability
  • Place Compute Near Regional Databases
  • Anti-Patterns to Flag
  • Validation
  • Scope
  • Skill feedback

cloudflare/wrangler

Catalog entry: Skills by Cloudflare Team
Source documentation: https://github.com/cloudflare/skills/blob/main/skills/wrangler/SKILL.md

Function: Deploy and manage Workers, KV, R2, D1, Vectorize, Queues, Workflows

When to use it: Deploying a Worker to staging and production environments from a single config file Running D1 SQL migrations against a remote database before a release Streaming live error logs from a production Worker with filtered output Rolling back a Worker deployment to a specific previous version Seeding a KV namespace with bulk data from a local JSON file

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Wrangler CLI
  • Inspect the Project
  • Retrieve What the Task Needs
  • Apply the Change
  • Work with Workers Previews
  • Validate
  • Skill feedback

crawlbase/storage-bulk-delete

Catalog entry: Skills by Crawlbase
Source documentation: https://github.com/crawlbase/crawlbase-codex-plugin/blob/main/skills/storage-bulk-delete/SKILL.md

Function: Delete up to 100 stored pages from Crawlbase Cloud Storage in one call

When to use it: Clearing out a batch of processed crawl results in one call Emptying the JS-token silo after a screenshot-heavy job Enforcing retention by deleting rids older than a cutoff Combining with storage-list to wipe a token’s storage completely

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • When to use
  • Usage
  • Example prompts

crawlbase/storage-count

Catalog entry: Skills by Crawlbase
Source documentation: https://github.com/crawlbase/crawlbase-codex-plugin/blob/main/skills/storage-count/SKILL.md

Function: Count the documents held in Crawlbase Cloud Storage for a token

When to use it: Checking storage usage before running bulk operations Answering “how many pages have we stored?” at a glance Verifying that a batch of store: true crawls actually landed Counting the JS-token silo separately from the normal one

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • When to use
  • Usage
  • Example prompts

crawlbase/storage-delete

Catalog entry: Skills by Crawlbase
Source documentation: https://github.com/crawlbase/crawlbase-codex-plugin/blob/main/skills/storage-delete/SKILL.md

Function: Delete a single stored page from Crawlbase Cloud Storage by rid

When to use it: Removing a specific stored page that is no longer needed Deleting a stored screenshot page from the JS-token silo Cleaning up a single failed or outdated crawl result

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • When to use
  • Usage
  • Example prompts

crawlbase/storage-get

Catalog entry: Skills by Crawlbase
Source documentation: https://github.com/crawlbase/crawlbase-codex-plugin/blob/main/skills/storage-get/SKILL.md

Function: Retrieve a stored page from Crawlbase Cloud Storage as JSON, HTML, or Markdown

When to use it: Re-reading a crawled page later without spending another crawl request Converting a stored HTML page to Markdown for summarization Retrieving a JS-rendered page stored under the JS token silo Looking up a stored page by its original URL when the rid is unknown

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • When to use
  • Usage
  • Example prompts

d1vai/d1v

Catalog entry: Development and Testing
Source documentation: https://github.com/d1vai/d1v-cli/blob/main/skills/d1v/SKILL.md

Function: Deploy web projects with verified previews and confirmed production releases

When to use it: Use when a task involves D1V authentication, project binding, workspace synchronization, container commands, environment metadata, preview deployments, deployment status, or a user-confirmed production release.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • d1v CLI
  • Safety
  • Authenticate and discover
  • Bind a local workspace
  • Run commands in a workspace
  • Environment metadata
  • Deployments
  • Local runtime
  • References

datadog-labs/dd-monitors

Catalog entry: Skills by Datadog Labs
Source documentation: https://github.com/datadog-labs/agent-skills/blob/main/dd-monitors/SKILL.md

Function: Manage Datadog monitors through the pup CLI

When to use it: Creating a new metric alert from a JSON file with proper thresholds Auditing monitors to find ones missing team ownership tags Listing all monitors filtered by a specific team or service tag Scheduling a downtime window before a planned deployment Checking which monitors are flapping and tightening their evaluation windows

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Datadog Monitors
  • Prerequisites
  • Command Execution Order (Token-Efficient)
  • Quick Start
  • Common Operations
  • List Monitors
  • Get Monitor
  • Create Monitor
  • Silence Alerts (Downtime)
  • Monitor Creation Best Practices
  • 1. Avoid Alert Fatigue
  • 2. Use Proper Scoping
  • 3. Set Recovery Thresholds
  • 4. Include Context in Messages
  • NEVER Delete Monitors Directly
  • Monitor Types

expo/expo-cicd-workflows

Catalog entry: Skills by Expo Team
Source documentation: https://github.com/expo/skills/blob/main/README.md

Function: CI/CD workflows for Expo projects

When to use it: Writing a new EAS workflow YAML from scratch for a React Native app Adding a deployment step that runs only after a successful build job Configuring workflow triggers for push events or manual dispatch Debugging a workflow that fails schema validation with cryptic errors Setting up parallel build jobs for iOS and Android in a single workflow file

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • How It Works
  • Installation
  • Skills CLI
  • Claude Code Plugin
  • Codex Plugin
  • Updating
  • Try It
  • Skills Included
  • Start Here
  • Framework (open source)
  • Services & paid distribution
  • Experimental
  • Expo MCP Server
  • FAQ
  • Which AI coding agents are supported?
  • Should I install the skills or the plugin?

expo/expo-deployment

Catalog entry: Skills by Expo Team
Source documentation: https://github.com/expo/skills/blob/main/README.md

Function: Deploy Expo apps to production

When to use it: Submitting an iOS build to TestFlight for beta review Running automated Play Store deployments when code merges to main Generating preview URLs for web app pull requests Managing build version numbers remotely across iOS and Android Setting up a single eas.json config to handle both platform builds and submissions

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • How It Works
  • Installation
  • Skills CLI
  • Claude Code Plugin
  • Codex Plugin
  • Updating
  • Try It
  • Skills Included
  • Start Here
  • Framework (open source)
  • Services & paid distribution
  • Experimental
  • Expo MCP Server
  • FAQ
  • Which AI coding agents are supported?
  • Should I install the skills or the plugin?

expo/native-data-fetching

Catalog entry: Skills by Expo Team
Source documentation: https://github.com/expo/skills/blob/main/README.md

Function: Network requests, API calls, caching, and offline support

When to use it: Setting up React Query with staleTime and retry config for an Expo app Storing and refreshing auth tokens using expo-secure-store Pausing and resuming queries automatically when the device goes offline Configuring separate API base URLs for development and production builds Cancelling in-flight fetch requests when a component unmounts

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • How It Works
  • Installation
  • Skills CLI
  • Claude Code Plugin
  • Codex Plugin
  • Updating
  • Try It
  • Skills Included
  • Start Here
  • Framework (open source)
  • Services & paid distribution
  • Experimental
  • Expo MCP Server
  • FAQ
  • Which AI coding agents are supported?
  • Should I install the skills or the plugin?

firebase/firebase-app-hosting-basics

Catalog entry: Skills by Firebase
Source documentation: https://github.com/firebase/agent-skills/blob/main/skills/firebase-app-hosting-basics/SKILL.md

Function: Deploy and manage full-stack web apps (Next.js, Angular, etc.)

When to use it: Use when deploying Next.js/Angular apps, configuring apphosting.yaml or firebase.json apphosting blocks, managing secrets, setting up GitHub CI/CD, or configuring Blaze billing requirements. Don’t use for classic static web hosting, Auth, Firestore, Crashlytics, or Xcode.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • App Hosting Basics
  • Description
  • Hosting vs App Hosting
  • Deploying to App Hosting
  • Deploy from Source
  • Automated deployment via GitHub (CI/CD)
  • Emulation

firebase/firebase-data-connect-basics

Catalog entry: Skills by Firebase
Source documentation: https://github.com/firebase/agent-skills/blob/main/skills/firebase-data-connect-basics/SKILL.md

Function: Build Firebase Data Connect backends backed by Cloud SQL

When to use it: Use when designing schemas with tables and relations, writing authorized queries and mutations, configuring real-time data updates, or generating type-safe SDKs. Use when you need a relational database with Firebase, or when the user mentions SQL Connect or Data Connect.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Firebase SQL Connect
  • Project Structure
  • Key Tools for Validation
  • Operation Strategies: GraphQL vs. Native SQL
  • Development Workflow
  • 1. Define Data Model (`schema/schema.gql`)
  • 2. Define Authorized Operations (`connector/queries.gql`, `connector/mutations.gql`)
  • 3. Use type-safe SDK in your apps
  • Feature Capability Map
  • Deployment & CLI
  • How to initialize SQL Connect in a Firebase project
  • How to build apps using SQL Connect locally
  • How to deploy SQL Connect to Cloud SQL
  • Examples

firebase/firebase-firestore-standard

Catalog entry: Skills by Firebase
Source documentation: https://github.com/firebase/agent-skills/blob/main/README.md

Function: Complete guide for Cloud Firestore Standard Edition

When to use it: Setting up a new Firestore database for a Firebase project Writing security rules that restrict read/write access by user role Querying Firestore collections from a web app using the modular SDK Creating composite indexes for multi-field queries Deploying updated security rules to a production Firestore instance

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Installation
  • Option 1: Agent Skills CLI
  • Option 2: Gemini CLI Extension
  • Option 3: Claude Plugin
  • Option 4: Codex Plugin
  • Option 5: Kimi Plugin
  • Option 6: Manual Set Up
  • Option 7: Local Path via Agent Skills CLI
  • Option 8: Local Development (Live Symlinking)
  • 🤝 Contributing
  • 📄 License

firebase/firebase-hosting-basics

Catalog entry: Skills by Firebase
Source documentation: https://github.com/firebase/agent-skills/blob/main/skills/firebase-hosting-basics/SKILL.md

Function: Deploy static sites, SPAs, and microservices to Firebase Hosting

When to use it: Use when deploying static sites/SPAs, setting up custom domains, configuring firebase.json hosting settings (redirects, rewrites, headers, multi-site), or managing preview channels. Don’t use for Firebase App Hosting (Next.js/SSR), Auth, Firestore queries/rules, Data Connect, or Crashlytics.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • hosting-basics
  • Overview
  • Hosting vs App Hosting
  • Instructions
  • 1. Configuration (`firebase.json`)
  • 2. Deploying
  • 3. Emulation

garrytan/land-and-deploy

Catalog entry: Skills by Garry Tan (gstack)
Source documentation: https://github.com/garrytan/gstack/blob/main/land-and-deploy/SKILL.md

Function: Merge the PR, wait for CI and deploy, verify production health

When to use it: Merging a PR and watching the GitHub Actions deploy workflow complete Catching a broken production deploy before users notice Running pre-merge readiness checks on reviews, tests, and changelog updates Verifying a Vercel or Fly.io app loaded correctly after a push Rolling back a bad merge with a revert commit when canary checks fail

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Shared preamble (load first)
  • Preamble (run first)
  • Question Tuning (skip entirely if `QUESTION_TUNING: false`)
  • Repo Ownership — See Something, Say Something
  • Search Before Building
  • Telemetry (run last)
  • Step 0: Detect platform and base branch
  • /land-and-deploy — Merge, Deploy, Verify
  • User-invocable
  • Arguments
  • Automation and approval
  • Voice & Tone
  • Section index — Read each section when its situation applies
  • Step 1: Pre-flight
  • Step 1.5: First-run dry-run validation
  • Step 2: Pre-merge checks

garrytan/setup-deploy

Catalog entry: Skills by Garry Tan (gstack)
Source documentation: https://github.com/garrytan/gstack/blob/main/setup-deploy/SKILL.md

Function: Deploy Configurator: one-time setup for /land-and-deploy

When to use it: Setting up /land-and-deploy for the first time on a Fly.io project Reconfiguring deploy settings after switching from Render to Vercel Adding a health check URL to an existing project that deploys via GitHub Actions Configuring post-merge deploy verification for a monorepo with a custom deploy script Updating the production URL after moving a Render app to a custom domain

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Shared preamble (load first)
  • Preamble (run first)
  • Question Tuning (skip entirely if `QUESTION_TUNING: false`)
  • Telemetry (run last)
  • Third-Party Web Actions
  • /setup-deploy — Configure Deployment for gstack
  • Instructions
  • Step 1: Check existing configuration
  • Step 2: Detect platform
  • Step 3: Platform-specific setup
  • Step 4: Write configuration
  • Step 5: Verify
  • Step 6: Summary
  • Important Rules

getsentry/sentry-cloudflare-sdk

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Full Sentry SDK setup for Cloudflare Workers, Pages, Durable Objects, Queues, and Workflows

When to use it: Adding @sentry/cloudflare to a Hono-based Worker Instrumenting a Durable Object class with tracing Monitoring a Queue consumer Worker for errors Wiring Sentry into a Cloudflare Pages Functions app Enabling AI monitoring on a Workers-based LLM proxy

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-feature-setup

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Configure advanced Sentry features: AI monitoring, OTel pipelines, and alerts

When to use it: Turning on AI monitoring for an existing Sentry project Wiring an existing OTel collector into Sentry Adding alert rules and notifications to a configured project Layering advanced features onto an already-instrumented SDK Standardizing feature rollouts across multiple Sentry projects

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-setup-ai-monitoring

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Instrument OpenAI, Anthropic, Vercel AI, LangChain, Google GenAI, and Pydantic AI

When to use it: Instrumenting an OpenAI or Anthropic client with Sentry Monitoring LangChain agents in production Wiring Vercel AI SDK calls into Sentry traces Tracking Pydantic AI agent runs for errors and latency Standardizing LLM monitoring across mixed-provider apps

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

google/cloud/agent-platform-skill-registry

Catalog entry: Skills by Google Cloud
Source documentation: https://github.com/google/skills/blob/main/skills/cloud/agent-platform-skill-registry/SKILL.md

Function: Interact with the Gemini Enterprise Agent Platform Skill Registry to create and search for available skills.

When to use it: Use when a task needs the capability described in this catalog entry: Interact with the Gemini Enterprise Agent Platform Skill Registry to create and search for available skills.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Skill Registry
  • Attribution
  • Core Capabilities
  • Core Directives
  • Prerequisites & Authentication
  • Library & Authentication
  • Environment Variables
  • Quickstart
  • Operations

google/cloud/alloydb-basics

Catalog entry: Skills by Google Cloud
Source documentation: https://github.com/google/skills/blob/main/skills/cloud/alloydb-basics/SKILL.md

Function: Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB model context protocol (MCP) tools for automated database operations.

When to use it: Use when creating, configuring, or administering AlloyDB databases. Do NOT use for general PostgreSQL instances (e.g. Cloud SQL) or other GCP databases.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • AlloyDB Basics
  • Attribution
  • Quick Start
  • Reference Directory
  • Directives for Agents
  • Supporting Links

google/cloud/bigquery-basics

Catalog entry: Skills by Google Cloud
Source documentation: https://github.com/google/skills/blob/main/skills/cloud/bigquery-basics/SKILL.md

Function: Manages datasets, tables, and jobs in BigQuery, and integrates with BigQuery ML and Gemini for advanced data analytics and AI-driven insights.

When to use it: Use when you need to interact with BigQuery, run SQL queries, manage BigQuery resources (datasets, tables, views), or perform basic data ingestion and analysis.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • BigQuery Basics
  • Attribution
  • Setup and Basic Usage
  • Reference Directory
  • Related Skills

google/cloud/cloud-run-basics

Catalog entry: Skills by Google Cloud
Source documentation: https://github.com/google/skills/blob/main/skills/cloud/cloud-run-basics/SKILL.md

Function: Manages Cloud Run services, jobs, and worker pools.

When to use it: Use when you need to deploy applications responding to HTTP requests (services), run event-triggered or scheduled tasks (jobs), or handle always-on pull-based background processing (worker pools).

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Cloud Run Basics
  • Attribution
  • Prerequisites
  • Required roles
  • Deploy a Cloud Run service
  • Deploy a container image to Cloud Run
  • Supported container images
  • Deploy from source code
  • Create and execute a Cloud Run job
  • Deploy a worker pool
  • Deploy a container image
  • Deploy a worker pool from source
  • What to do if a deployment fails:
  • Reference Directory

google/cloud/cloud-sql-basics

Catalog entry: Skills by Google Cloud
Source documentation: https://github.com/google/skills/blob/main/skills/cloud/cloud-sql-basics/SKILL.md

Function: This file generates or explains Cloud SQL resources.

When to use it: Use when a task needs the capability described in this catalog entry: This file generates or explains Cloud SQL resources.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Cloud SQL Basics
  • Attribution
  • Prerequisites
  • Quick Start (PostgreSQL)
  • Reference Directory

google/cloud/firebase-basics

Catalog entry: Skills by Google Cloud
Source documentation: https://github.com/google/skills/blob/main/skills/cloud/firebase-basics/SKILL.md

Function: Use this skill whenever you are working on a project that uses Firebase products or services, especially for mobile or web apps.

When to use it: Use when a task needs the capability described in this catalog entry: Use this skill whenever you are working on a project that uses Firebase products or services, especially for mobile or web apps.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Firebase Basics
  • Usage Attribution
  • Prerequisites
  • Firebase Usage Principles
  • References
  • Common Issues

google/cloud/gemini-agents-api

Catalog entry: Skills by Google Cloud
Source documentation: https://github.com/google/skills/blob/main/skills/cloud/gemini-agents-api/SKILL.md

Function: Manages custom Agent resources on Gemini Enterprise Agent Platform.

When to use it: Use when the user wants to programmatically create, configure, list, update, or delete stateful, server-managed Agent resources (including mounting files, skills, and tools) before executing conversations.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Gemini Enterprise Agent Platform - Managed Agents API Skill
  • Attribution
  • 1. Authentication & Setup
  • 1. Setup Environment Variables
  • 2. Endpoint URL
  • 2. Programmatic Agent Management (Control Plane CRUD)
  • 1. Create Agent (Long-Running Operation)
  • 2. Polling the LRO Status
  • 3. Get Agent
  • 4. List Agents
  • 5. Update Agent (Patching Configuration)
  • 6. Delete Agent
  • 3. Interacting with Custom Agents (Data Plane)

google/cloud/gemini-api

Catalog entry: Skills by Google Cloud
Source documentation: https://github.com/google/skills/blob/main/skills/cloud/gemini-api/SKILL.md

Function: Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK.

When to use it: Use when the user asks about using Gemini in an enterprise environment or explicitly mentions Vertex AI, Google Cloud, or Agent Platform. Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK. Covers SDK usage (Python, JS/TS, Go, Java, C#), capabilities like multimodal inputs, tools, media generation, caching, batch prediction, and Live API.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Gemini API in Agent Platform
  • Attribution
  • Core Directives
  • SDKs
  • Authentication & Configuration
  • Application Default Credentials (ADC)
  • Agent Platform in Express Mode
  • Initialization
  • Models
  • Quick Start
  • Python
  • TypeScript/JavaScript
  • Go
  • Java
  • C#/.NET
  • API spec & Documentation (source of truth)

google/cloud/gemini-interactions-api

Catalog entry: Skills by Google Cloud
Source documentation: https://github.com/google/skills/blob/main/skills/cloud/gemini-interactions-api/SKILL.md

Function: Guides the usage of Gemini Interactions API on Gemini Enterprise Agent Platform.

When to use it: Use when the user wants to use the stateful, server-managed Interactions API for multi-turn conversations, background execution, streaming, structured output, and function calling on the Agent Platform.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Gemini Interactions API Skill
  • Attribution
  • 1. Authentication
  • 2. Client Initialization
  • Option A: Environment Variables (Recommended)
  • Option B: Explicit Inline Parameters
  • Option C: Express Mode (API Key)
  • 3. Core Interactions API Usage
  • Quick Start (Single-Turn)
  • Stateful Conversation (Multi-Turn)
  • Real-Time Streaming
  • Structured Output (Pydantic / Polymorphic `response_format`)
  • Function Calling (Agent Tool Use)
  • Agents & Long-Running Tasks
  • 4. Accessing the Interactions API via REST
  • 5. Data Model & Step Types Reference

google/cloud/gke-basics

Catalog entry: Skills by Google Cloud
Source documentation: https://github.com/google/skills/blob/main/skills/cloud/gke-basics/SKILL.md

Function: Plan, create, and configure production-ready Google Kubernetes Engine (GKE) clusters using the golden path Autopilot configuration.

When to use it: Use when creating GKE clusters, fetching kubectl credentials, or deciding between Autopilot and Standard modes. Don’t use for Workload Identity (use gke-workload-identity), GKE networking (use gke-networking), security hardening (use gke-platform-security or gke-workload-security), or cluster upgrades (use gke-upgrades).

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • GKE Basics & Critical Gotchas
  • Attribution
  • Key Selection Rules: Autopilot vs. Standard
  • Critical Gotchas & Best Practices
  • Reference Directory

google/cloud/google-cloud-networking-observability

Catalog entry: Skills by Google Cloud
Source documentation: https://github.com/google/skills/blob/main/skills/cloud/google-cloud-networking-observability/SKILL.md

Function: Investigates Google Cloud networking issues by analyzing logs, metrics, and diagnostics.

When to use it: Use when investigating dropped network traffic, packet drops, drop reasons, VPC Flow Logs (including Private Service Connect / PSC, serverless / App Engine Direct VPC, and cost estimation), NAT, firewall, or threat logs, querying latency and throughput metrics, or running Connectivity Tests for path diagnostics. Don’t use for generic VM management or non-observability tasks.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Google Cloud Networking Observability Expert
  • Attribution
  • 🛑 Core Directive: Results First
  • Log & Telemetry Overview
  • Procedures
  • 0. Log Source Preference
  • 1. Tool Selection & Discovery
  • 2. Schema Verification & Error Recovery
  • 3. Analysis Guides (Read Only When Needed)
  • Boundaries (CRITICAL)

google/cloud/google-cloud-recipe-onboarding

Catalog entry: Skills by Google Cloud
Source documentation: https://github.com/google/skills/blob/main/skills/cloud/google-cloud-recipe-onboarding/SKILL.md

Function: Guidance for a developer’s first steps on Google Cloud, covering account creation, billing setup, project management, and deploying a first resource.

When to use it: Use when a new developer wants to initialize their first Google Cloud project, configure billing, and verify deployment. Don’t use for enterprise organization setup (use Google Cloud Setup guided flow for that instead). Don’t use for complex multi-project architectures.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Onboarding to Google Cloud
  • Attribution
  • Overview
  • Prerequisites
  • Steps
  • Section 1: Verify Host Tooling Setup
  • Section 2: Authenticate and Route Session
  • Section 3: Select or Instantiate Your Google Cloud Project
  • Section 4: Verify and Link Billing
  • Section 5: Skill Chaining (Spend Controls & Workloads)
  • Validation Logic
  • Additional Resources

google/cloud/google-cloud-waf-cost-optimization

Catalog entry: Skills by Google Cloud
Source documentation: https://github.com/google/skills/blob/main/skills/cloud/google-cloud-waf-cost-optimization/SKILL.md

Function: Generates cost optimization guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF).

When to use it: Use when the user asks to analyze Google Cloud spend, reduce cloud bills, rightsize resources (for example, Compute, GKE, Storage, Databases), evaluate discount options (for example, CUDs, SUDs, Spot VMs), or eliminate idle capacity. Do not use for standalone product pricing lookups or non-cost architecture design.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Google Cloud Well-Architected Framework skill for the Cost Optimization pillar
  • Attribution
  • Overview
  • Operational instructions
  • Core principles
  • Relevant Google Cloud products
  • Workload assessment questions
  • Validation checklist

google/cloud/google-cloud-waf-operational-excellence

Catalog entry: Skills by Google Cloud
Source documentation: https://github.com/google/skills/blob/main/skills/cloud/google-cloud-waf-operational-excellence/SKILL.md

Function: Generates operations-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Operational Excellence pillar of the Google Cloud Well-Ar...

When to use it: Use when the user asks about operations-related topics like capacity management, change management, incident and problem management, configuration management, deployment automation using infrastructure as code (IaC), or operational health checks for Google Cloud workloads.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Google Cloud Well-Architected Framework skill for the Operational Excellence pillar
  • Attribution
  • Overview
  • Core principles
  • Relevant Google Cloud products
  • Workload assessment questions
  • Validation checklist

google/cloud/google-cloud-waf-performance-optimization

Catalog entry: Skills by Google Cloud
Source documentation: https://github.com/google/skills/blob/main/skills/cloud/google-cloud-waf-performance-optimization/SKILL.md

Function: Generates performance-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Performance Optimization pillar of the Google Cloud Well...

When to use it: Use when a task needs the capability described in this catalog entry: Generates performance-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Performance Optimization pillar of the Google Cloud Well...

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Google Cloud Well-Architected Framework skill for the Performance Optimization pillar
  • Attribution
  • Overview
  • Core principles
  • Relevant Google Cloud products
  • Workload assessment questions
  • Validation checklist

google/cloud/google-cloud-waf-reliability

Catalog entry: Skills by Google Cloud
Source documentation: https://github.com/google/skills/blob/main/skills/cloud/google-cloud-waf-reliability/SKILL.md

Function: Generates reliability-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework.

When to use it: Use when the user asks about reliability-related topics like workload uptime, designing for high availability (HA) or DR, setting and meeting RTO/RPO targets, SRE best practices, backup strategies, multi-region failover, or fault-tolerant architecture on Google Cloud. Don’t use for other Well-Architected Framework pillars such as Cost Optimization, Operational Excellence, or Security, or for hands-on resource deployment and live incident troubleshooting.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Google Cloud Well-Architected Framework skill for the Reliability pillar
  • Attribution
  • Overview
  • Core principles
  • Relevant Google Cloud products
  • Workload assessment questions
  • Validation checklist

google/cloud/google-cloud-waf-sustainability

Catalog entry: Skills by Google Cloud
Source documentation: https://github.com/google/skills/blob/main/skills/cloud/google-cloud-waf-sustainability/SKILL.md

Function: Generates sustainability-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework (WAF).

When to use it: Use when the user asks to assess, design, or optimize Google Cloud workloads for sustainability—including the shared responsibility model, selecting low-carbon regions (CFE%), reducing resource and AI/ML energy waste, designing efficient software and storage lifecycles, or measuring and tracking emissions using Google Cloud Carbon Footprint. Don’t use for financial cost reduction (use google-cloud-waf-cost-optimization), latency and throughput tuning (use google-cloud-waf-performance-optimization), or high availability and disaster recovery (use google-cloud-waf-reliability).

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Google Cloud Well-Architected Framework skill for the Sustainability pillar
  • Attribution
  • Overview
  • Core principles
  • Relevant Google Cloud products
  • Workload assessment questions
  • Validation checklist

hashicorp/azure-verified-modules

Catalog entry: Skills by HashiCorp Team for Terraform
Source documentation: https://github.com/hashicorp/agent-skills/blob/main/README.md

Function: Azure Verified Modules (AVM) certification standards for Terraform modules

When to use it: Checking whether a new Terraform module meets AVM certification before submitting it Setting provider version constraints for azurerm and azapi correctly Structuring variables with proper types, descriptions, and nullable settings Writing output blocks that avoid leaking sensitive data or entire resource objects Adding feature toggle variables when introducing new resources in minor versions

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • HashiCorp Agent Skills
  • Table of Contents
  • Recent Updates
  • Migration from Legacy Plugin IDs and Paths
  • Install an Individual Skill
  • Install a Product Plugin Bundle
  • Claude Code
  • Codex
  • Repository Structure
  • Governance and Support
  • License

hashicorp/new-terraform-provider

Catalog entry: Skills by HashiCorp Team for Terraform
Source documentation: https://github.com/hashicorp/agent-skills/blob/main/README.md

Function: Scaffold a new Terraform provider project using the Plugin Framework

When to use it: Starting a new Terraform provider from a clean directory structure Wiring up the Plugin Framework entry point without reading through boilerplate docs Generating a provider workspace that builds and passes tests out of the box Adding a second provider to a repo without mixing it into an existing workspace Getting a go.mod and dependency tree in place before writing the first resource

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • HashiCorp Agent Skills
  • Table of Contents
  • Recent Updates
  • Migration from Legacy Plugin IDs and Paths
  • Install an Individual Skill
  • Install a Product Plugin Bundle
  • Claude Code
  • Codex
  • Repository Structure
  • Governance and Support
  • License

hashicorp/provider-actions

Catalog entry: Skills by HashiCorp Team for Terraform
Source documentation: https://github.com/hashicorp/agent-skills/blob/main/README.md

Function: Implement Terraform Provider Actions using the Plugin Framework

When to use it: Adding a post-create action to trigger a downstream service after a resource is provisioned Validating resource state before an update runs by wiring a before_update action Polling an async API until completion inside an action’s Invoke method Writing acceptance tests for actions that require Terraform 1.14.0 or later Documenting a new action with required front matter, examples, and changelog entries

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • HashiCorp Agent Skills
  • Table of Contents
  • Recent Updates
  • Migration from Legacy Plugin IDs and Paths
  • Install an Individual Skill
  • Install a Product Plugin Bundle
  • Claude Code
  • Codex
  • Repository Structure
  • Governance and Support
  • License

hashicorp/provider-resources

Catalog entry: Skills by HashiCorp Team for Terraform
Source documentation: https://github.com/hashicorp/agent-skills/blob/main/README.md

Function: Implement Terraform Provider resources and data sources using the Plugin Framework

When to use it: Writing Create/Read/Update/Delete handlers for a new Terraform resource Designing schema attributes with validators and plan modifiers Adding import support to an existing resource Writing acceptance tests including disappears tests for drift detection Implementing finder functions with proper not-found error handling

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • HashiCorp Agent Skills
  • Table of Contents
  • Recent Updates
  • Migration from Legacy Plugin IDs and Paths
  • Install an Individual Skill
  • Install a Product Plugin Bundle
  • Claude Code
  • Codex
  • Repository Structure
  • Governance and Support
  • License

hashicorp/provider-test-patterns

Catalog entry: Skills by HashiCorp Team for Terraform
Source documentation: https://github.com/hashicorp/agent-skills/blob/main/README.md

Function: Acceptance test patterns for Terraform providers using terraform-plugin-testing

When to use it: Writing acceptance tests for a new Terraform provider resource from scratch Debugging a flaky import test with ImportStateVerify failures Adding a regression test that reproduces a specific GitHub issue before fixing it Replacing legacy TestCheckFunc assertions with ConfigStateChecks in existing tests Testing ephemeral resources that must not appear in state after apply

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • HashiCorp Agent Skills
  • Table of Contents
  • Recent Updates
  • Migration from Legacy Plugin IDs and Paths
  • Install an Individual Skill
  • Install a Product Plugin Bundle
  • Claude Code
  • Codex
  • Repository Structure
  • Governance and Support
  • License

hashicorp/refactor-module

Catalog entry: Skills by HashiCorp Team for Terraform
Source documentation: https://github.com/hashicorp/agent-skills/blob/main/README.md

Function: Transform monolithic Terraform configurations into reusable modules

When to use it: Splitting a 500-line main.tf into separate VPC, compute, and data modules Migrating state references after extracting resources into a module Adding typed variable validation to a module that previously used untyped strings Generating moved blocks to relocate state without destroying and recreating resources Structuring module outputs so downstream modules can reference VPC IDs and subnet maps

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • HashiCorp Agent Skills
  • Table of Contents
  • Recent Updates
  • Migration from Legacy Plugin IDs and Paths
  • Install an Individual Skill
  • Install a Product Plugin Bundle
  • Claude Code
  • Codex
  • Repository Structure
  • Governance and Support
  • License

hashicorp/run-acceptance-tests

Catalog entry: Skills by HashiCorp Team for Terraform
Source documentation: https://github.com/hashicorp/agent-skills/blob/main/README.md

Function: Run acceptance tests for Terraform providers using Go’s test runner

When to use it: Running a single Terraform provider acceptance test by name Debugging a failing `TestAcc` test with verbose output and debug logging Persisting the Terraform workspace after a test run to inspect leftover state Confirming a passing test is not a false negative by intentionally breaking an assertion Setting up missing provider-specific environment variables when a test reports them absent

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • HashiCorp Agent Skills
  • Table of Contents
  • Recent Updates
  • Migration from Legacy Plugin IDs and Paths
  • Install an Individual Skill
  • Install a Product Plugin Bundle
  • Claude Code
  • Codex
  • Repository Structure
  • Governance and Support
  • License

hashicorp/terraform-search-import

Catalog entry: Skills by HashiCorp Team for Terraform
Source documentation: https://github.com/hashicorp/agent-skills/blob/main/README.md

Function: Discover existing cloud resources and bulk import them into Terraform state

When to use it: Importing dozens of EC2 instances into Terraform state without writing each import block by hand Auditing which S3 buckets or RDS instances exist in an AWS account but are not yet tracked by any Terraform config Migrating manually provisioned infrastructure to IaC after a team switches to Terraform Filtering resources by tag across multiple AWS regions and generating config for all of them in one pass Scoping down what a specific team owns by querying resources filtered by an Owner tag

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • HashiCorp Agent Skills
  • Table of Contents
  • Recent Updates
  • Migration from Legacy Plugin IDs and Paths
  • Install an Individual Skill
  • Install a Product Plugin Bundle
  • Claude Code
  • Codex
  • Repository Structure
  • Governance and Support
  • License

hashicorp/terraform-stacks

Catalog entry: Skills by HashiCorp Team for Terraform
Source documentation: https://github.com/hashicorp/agent-skills/blob/main/README.md

Function: Manage infrastructure across multiple environments, regions, and cloud accounts

When to use it: Deploying the same infrastructure to dev, staging, and prod from one component definition Spinning up identical environments across us-east-1, eu-west-1, and ap-southeast-1 using provider for_each Linking a networking stack’s VPC outputs directly into an application stack’s inputs Configuring OIDC workload identity so deployments never store long-lived AWS credentials in state Grouping canary deployments with auto-approve rules that block on any resource deletions

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • HashiCorp Agent Skills
  • Table of Contents
  • Recent Updates
  • Migration from Legacy Plugin IDs and Paths
  • Install an Individual Skill
  • Install a Product Plugin Bundle
  • Claude Code
  • Codex
  • Repository Structure
  • Governance and Support
  • License

hashicorp/terraform-style-guide

Catalog entry: Skills by HashiCorp Team for Terraform
Source documentation: https://github.com/hashicorp/agent-skills/blob/main/README.md

Function: Generate Terraform HCL code following HashiCorp’s official style conventions

When to use it: Writing new Terraform modules with correct file structure from scratch Reviewing existing HCL configs for naming convention violations Setting up S3 buckets with encryption and public access blocks by default Converting count-based resources to for_each with named instances Adding type, description, and validation blocks to bare variable declarations

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • HashiCorp Agent Skills
  • Table of Contents
  • Recent Updates
  • Migration from Legacy Plugin IDs and Paths
  • Install an Individual Skill
  • Install a Product Plugin Bundle
  • Claude Code
  • Codex
  • Repository Structure
  • Governance and Support
  • License

hashicorp/terraform-test

Catalog entry: Skills by HashiCorp Team for Terraform
Source documentation: https://github.com/hashicorp/agent-skills/blob/main/README.md

Function: Built-in testing framework for Terraform configurations with .tftest.hcl files

When to use it: Writing .tftest.hcl files to validate module outputs before merging changes Running plan-mode unit tests locally without provisioning real cloud resources Mocking AWS or Azure providers to test conditional logic without credentials Catching variable validation regressions using expect_failures in CI pipelines Testing for_each resource counts and tag propagation across multiple run blocks

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • HashiCorp Agent Skills
  • Table of Contents
  • Recent Updates
  • Migration from Legacy Plugin IDs and Paths
  • Install an Individual Skill
  • Install a Product Plugin Bundle
  • Claude Code
  • Codex
  • Repository Structure
  • Governance and Support
  • License

hedralab/eskill

Catalog entry: Development and Testing
Source documentation: https://github.com/hedralab/eskill/blob/main/SKILL.md

Function: Meta-skill to build top-tier Agent Skills: spec-compliant SKILL.md, eval loop, validator, market research, numbered-file pipeline

When to use it: Use when a task needs the capability described in this catalog entry: Meta-skill to build top-tier Agent Skills: spec-compliant SKILL.md, eval loop, validator, market research, numbered-file pipeline

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • eskill — Quy trình tạo Agent Skill (12 trụ cột)
  • 12 trụ cột — mỗi trụ 1 kim chỉ nam top-1
  • Quickstart (3 câu — user mới bắt đầu từ đây)
  • 6 bước — BƯỚC 0 quan trọng nhất
  • Quy tắc vàng (học từ sai lầm egram — đừng lặp)
  • Giới hạn (trung thực — khi nào KHÔNG dùng)
  • References

huggingface/hugging-face-jobs

Catalog entry: Skills by Hugging Face Team
Source documentation: https://github.com/huggingface/skills/blob/main/README.md

Function: Run compute jobs and Python scripts on HF infrastructure

When to use it: Running batch inference on thousands of samples using an A10G GPU without provisioning servers Scheduling a daily data processing job that pushes results to a Hub dataset repo Running a vLLM generation pipeline against a Hub dataset and saving outputs back to Hub Testing ML experiment code on cloud GPUs before committing to a full training run Generating synthetic datasets using LLMs on managed TPU or GPU hardware

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Hugging Face Skills
  • How do Skills work?
  • Installation
  • Claude Code
  • Codex
  • Gemini CLI
  • Cursor
  • Skills
  • Available skills
  • Using skills in your coding agent
  • Contribute or customize a skill
  • Marketplace
  • Additional references

huggingface/hugging-face-vision-trainer

Catalog entry: Skills by Hugging Face Team
Source documentation: https://github.com/huggingface/skills/blob/main/README.md

Function: Train vision models on HF infrastructure

When to use it: Training a custom object detector on COCO-format data using D-FINE or RT-DETR v2 on cloud GPUs Fine-tuning a MobileNetV3 or ViT classifier on a Hub image dataset without a local GPU Fine-tuning SAM2 for image matting or segmentation using bounding box or point prompts Running the dataset inspector to catch column format mismatches before submitting a GPU training job Saving fine-tuned detection or classification checkpoints directly to the Hugging Face Hub from ephemeral cloud jobs

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Hugging Face Skills
  • How do Skills work?
  • Installation
  • Claude Code
  • Codex
  • Gemini CLI
  • Cursor
  • Skills
  • Available skills
  • Using skills in your coding agent
  • Contribute or customize a skill
  • Marketplace
  • Additional references

huggingface/huggingface-gradio

Catalog entry: Skills by Hugging Face Team
Source documentation: https://github.com/huggingface/skills/blob/main/skills/huggingface-gradio/SKILL.md

Function: Build Gradio apps and deploy to HF Spaces

When to use it: Use when creating or editing Gradio apps, components, event listeners, layouts, or chatbots.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Gradio
  • Guides
  • Core Patterns
  • Key Component Signatures
  • `Textbox(value: str | I18nData | Callable | None = None, type: Literal[‘text’, ‘password’, ‘email’] = “text”, lines: int = 1, max_lines: int | None = None, placeholder: str | I18nData | None = None, label: str | I18nData | None = None, info: str | I18nData | None = None, every: Timer | float | None = None, inputs: Component | Sequence[Component] | set[Component] | None = None, show_label: bool | None = None, container: bool = True, scale: int | None = None, min_width: int = 160, interactive: bool | None = None, visible: bool | Literal[‘hidden’] = True, elem_id: str | None = None, autofocus: bool = False, autoscroll: bool = True, elem_classes: list[str] | str | None = None, render: bool = True, key: int | str | tuple[int | str, ...] | None = None, preserved_by_key: list[str] | str | None = “value”, text_align: Literal[‘left’, ‘right’] | None = None, rtl: bool = False, buttons: list[Literal[‘copy’] | Button] | None = None, max_length: int | None = None, submit_btn: str | bool | None = False, stop_btn: str | bool | None = False, html_attributes: InputHTMLAttributes | None = None)`
  • `Number(value: float | Callable | None = None, label: str | I18nData | None = None, placeholder: str | I18nData | None = None, info: str | I18nData | None = None, every: Timer | float | None = None, inputs: Component | Sequence[Component] | set[Component] | None = None, show_label: bool | None = None, container: bool = True, scale: int | None = None, min_width: int = 160, interactive: bool | None = None, visible: bool | Literal[‘hidden’] = True, elem_id: str | None = None, elem_classes: list[str] | str | None = None, render: bool = True, key: int | str | tuple[int | str, ...] | None = None, preserved_by_key: list[str] | str | None = “value”, buttons: list[Button] | None = None, precision: int | None = None, minimum: float | None = None, maximum: float | None = None, step: float = 1)`
  • `Slider(minimum: float = 0, maximum: float = 100, value: float | Callable | None = None, step: float | None = None, precision: int | None = None, label: str | I18nData | None = None, info: str | I18nData | None = None, every: Timer | float | None = None, inputs: Component | Sequence[Component] | set[Component] | None = None, show_label: bool | None = None, container: bool = True, scale: int | None = None, min_width: int = 160, interactive: bool | None = None, visible: bool | Literal[‘hidden’] = True, elem_id: str | None = None, elem_classes: list[str] | str | None = None, render: bool = True, key: int | str | tuple[int | str, ...] | None = None, preserved_by_key: list[str] | str | None = “value”, randomize: bool = False, buttons: list[Literal[‘reset’]] | None = None)`
  • `Checkbox(value: bool | Callable = False, label: str | I18nData | None = None, info: str | I18nData | None = None, every: Timer | float | None = None, inputs: Component | Sequence[Component] | set[Component] | None = None, show_label: bool | None = None, container: bool = True, scale: int | None = None, min_width: int = 160, interactive: bool | None = None, visible: bool | Literal[‘hidden’] = True, elem_id: str | None = None, elem_classes: list[str] | str | None = None, render: bool = True, key: int | str | tuple[int | str, ...] | None = None, preserved_by_key: list[str] | str | None = “value”, buttons: list[Button] | None = None)`
  • `Dropdown(choices: Sequence[str | int | float | tuple[str, str | int | float]] | None = None, value: str | int | float | Sequence[str | int | float] | Callable | DefaultValue | None = DefaultValue(), type: Literal[‘value’, ‘index’] = “value”, multiselect: bool | None = None, allow_custom_value: bool = False, max_choices: int | None = None, filterable: bool = True, label: str | I18nData | None = None, info: str | I18nData | None = None, every: Timer | float | None = None, inputs: Component | Sequence[Component] | set[Component] | None = None, show_label: bool | None = None, container: bool = True, scale: int | None = None, min_width: int = 160, interactive: bool | None = None, visible: bool | Literal[‘hidden’] = True, elem_id: str | None = None, elem_classes: list[str] | str | None = None, render: bool = True, key: int | str | tuple[int | str, ...] | None = None, preserved_by_key: list[str] | str | None = “value”, buttons: list[Button] | None = None)`
  • `Radio(choices: Sequence[str | int | float | tuple[str, str | int | float]] | None = None, value: str | int | float | Callable | None = None, type: Literal[‘value’, ‘index’] = “value”, label: str | I18nData | None = None, info: str | I18nData | None = None, every: Timer | float | None = None, inputs: Component | Sequence[Component] | set[Component] | None = None, show_label: bool | None = None, container: bool = True, scale: int | None = None, min_width: int = 160, interactive: bool | None = None, visible: bool | Literal[‘hidden’] = True, elem_id: str | None = None, elem_classes: list[str] | str | None = None, render: bool = True, key: int | str | tuple[int | str, ...] | None = None, preserved_by_key: list[str] | str | None = “value”, rtl: bool = False, buttons: list[Button] | None = None)`
  • `Image(value: str | PIL.Image.Image | np.ndarray | Callable | None = None, format: str = “webp”, height: int | str | None = None, width: int | str | None = None, image_mode: Literal[‘1’, ‘L’, ‘P’, ‘RGB’, ‘RGBA’, ‘CMYK’, ‘YCbCr’, ‘LAB’, ‘HSV’, ‘I’, ‘F’] | None = “RGB”, sources: list[Literal[‘upload’, ‘webcam’, ‘clipboard’]] | Literal[‘upload’, ‘webcam’, ‘clipboard’] | None = None, type: Literal[‘numpy’, ‘pil’, ‘filepath’] = “numpy”, label: str | I18nData | None = None, every: Timer | float | None = None, inputs: Component | Sequence[Component] | set[Component] | None = None, show_label: bool | None = None, buttons: list[Literal[‘download’, ‘share’, ‘fullscreen’] | Button] | None = None, container: bool = True, scale: int | None = None, min_width: int = 160, interactive: bool | None = None, visible: bool | Literal[‘hidden’] = True, streaming: bool = False, elem_id: str | None = None, elem_classes: list[str] | str | None = None, render: bool = True, key: int | str | tuple[int | str, ...] | None = None, preserved_by_key: list[str] | str | None = “value”, webcam_options: WebcamOptions | None = None, placeholder: str | None = None, watermark: WatermarkOptions | None = None)`
  • `Audio(value: str | Path | tuple[int, np.ndarray] | Callable | None = None, sources: list[Literal[‘upload’, ‘microphone’]] | Literal[‘upload’, ‘microphone’] | None = None, type: Literal[‘numpy’, ‘filepath’] = “numpy”, label: str | I18nData | None = None, every: Timer | float | None = None, inputs: Component | Sequence[Component] | set[Component] | None = None, show_label: bool | None = None, container: bool = True, scale: int | None = None, min_width: int = 160, interactive: bool | None = None, visible: bool | Literal[‘hidden’] = True, streaming: bool = False, elem_id: str | None = None, elem_classes: list[str] | str | None = None, render: bool = True, key: int | str | tuple[int | str, ...] | None = None, preserved_by_key: list[str] | str | None = “value”, format: Literal[‘wav’, ‘mp3’] | None = None, autoplay: bool = False, editable: bool = True, buttons: list[Literal[‘download’, ‘share’] | Button] | None = None, waveform_options: WaveformOptions | dict | None = None, loop: bool = False, recording: bool = False, subtitles: str | Path | list[dict[str, Any]] | None = None, playback_position: float = 0)`
  • `Video(value: str | Path | Callable | None = None, format: str | None = None, sources: list[Literal[‘upload’, ‘webcam’]] | Literal[‘upload’, ‘webcam’] | None = None, height: int | str | None = None, width: int | str | None = None, label: str | I18nData | None = None, every: Timer | float | None = None, inputs: Component | Sequence[Component] | set[Component] | None = None, show_label: bool | None = None, container: bool = True, scale: int | None = None, min_width: int = 160, interactive: bool | None = None, visible: bool | Literal[‘hidden’] = True, elem_id: str | None = None, elem_classes: list[str] | str | None = None, render: bool = True, key: int | str | tuple[int | str, ...] | None = None, preserved_by_key: list[str] | str | None = “value”, webcam_options: WebcamOptions | None = None, include_audio: bool | None = None, autoplay: bool = False, buttons: list[Literal[‘download’, ‘share’] | Button] | None = None, loop: bool = False, streaming: bool = False, watermark: WatermarkOptions | None = None, subtitles: str | Path | list[dict[str, Any]] | None = None, playback_position: float = 0)`
  • `File(value: str | list[str] | Callable | None = None, file_count: Literal[‘single’, ‘multiple’, ‘directory’] = “single”, file_types: list[str] | None = None, type: Literal[‘filepath’, ‘binary’] = “filepath”, label: str | I18nData | None = None, every: Timer | float | None = None, inputs: Component | Sequence[Component] | set[Component] | None = None, show_label: bool | None = None, container: bool = True, scale: int | None = None, min_width: int = 160, height: int | str | float | None = None, interactive: bool | None = None, visible: bool | Literal[‘hidden’] = True, elem_id: str | None = None, elem_classes: list[str] | str | None = None, render: bool = True, key: int | str | tuple[int | str, ...] | None = None, preserved_by_key: list[str] | str | None = “value”, allow_reordering: bool = False, buttons: list[Button] | None = None)`
  • `Chatbot(value: list[MessageDict | Message] | Callable | None = None, label: str | I18nData | None = None, every: Timer | float | None = None, inputs: Component | Sequence[Component] | set[Component] | None = None, show_label: bool | None = None, container: bool = True, scale: int | None = None, min_width: int = 160, visible: bool | Literal[‘hidden’] = True, elem_id: str | None = None, elem_classes: list[str] | str | None = None, autoscroll: bool = True, render: bool = True, key: int | str | tuple[int | str, ...] | None = None, preserved_by_key: list[str] | str | None = “value”, height: int | str | None = 400, resizable: bool = False, max_height: int | str | None = None, min_height: int | str | None = None, editable: Literal[‘user’, ‘all’] | None = None, latex_delimiters: list[dict[str, str | bool]] | None = None, rtl: bool = False, buttons: list[Literal[‘share’, ‘copy’, ‘copy_all’] | Button] | None = None, watermark: str | None = None, avatar_images: tuple[str | Path | None, str | Path | None] | None = None, sanitize_html: bool = True, render_markdown: bool = True, feedback_options: list[str] | tuple[str, ...] | None = (‘Like’, ‘Dislike’), feedback_value: Sequence[str | None] | None = None, line_breaks: bool = True, layout: Literal[‘panel’, ‘bubble’] | None = None, placeholder: str | None = None, examples: list[ExampleMessage] | None = None, allow_file_downloads: = True, group_consecutive_messages: bool = True, allow_tags: list[str] | bool = True, reasoning_tags: list[tuple[str, str]] | None = None, like_user_message: bool = False)`
  • `Button(value: str | I18nData | Callable = “Run”, every: Timer | float | None = None, inputs: Component | Sequence[Component] | set[Component] | None = None, variant: Literal[‘primary’, ‘secondary’, ‘stop’, ‘huggingface’] = “secondary”, size: Literal[‘sm’, ‘md’, ‘lg’] = “lg”, icon: str | Path | None = None, link: str | None = None, link_target: Literal[‘_self’, ‘_blank’, ‘_parent’, ‘_top’] = “_self”, visible: bool | Literal[‘hidden’] = True, interactive: bool = True, elem_id: str | None = None, elem_classes: list[str] | str | None = None, render: bool = True, key: int | str | tuple[int | str, ...] | None = None, preserved_by_key: list[str] | str | None = “value”, scale: int | None = None, min_width: int | None = None)`

hyperb1iss/unifly

Catalog entry: Specialized Domains
Source documentation: https://github.com/hyperb1iss/unifly/blob/main/skills/unifly/SKILL.md

Function: Inspect and manage Ubiquiti UniFi networks through the unifly CLI

When to use it: Use when a task needs the capability described in this catalog entry: Inspect and manage Ubiquiti UniFi networks through the unifly CLI

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • unifly

microsoft/azure-mgmt-weightsandbiases-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-weightsandbiases-dotnet/SKILL.md

Function: Weights & Biases deployment management

When to use it: Provisioning a W&B instance into an existing Azure resource group Configuring Entra ID SSO so teams log in with corporate credentials Tagging W&B instances for cost center tracking across ML teams Listing all W&B deployments across a subscription to audit usage Updating region and subdomain settings on an existing W&B instance

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.ResourceManager.WeightsAndBiases (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Resource Hierarchy
  • Core Workflows
  • 1. Create Weights & Biases Instance
  • 2. Get Existing Instance
  • 3. List All Instances
  • 4. Configure Single Sign-On (SSO)
  • 5. Update Instance
  • 6. Delete Instance
  • 7. Check Resource Name Availability
  • Key Types Reference
  • Available Regions
  • Marketplace Offer Details

microsoft/azure-monitor-ingestion-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-monitor-ingestion-java/SKILL.md

Function: Custom log ingestion to Azure Monitor

When to use it: Shipping Java application logs to a custom Log Analytics table for centralized querying Batching and uploading audit events from a Spring Boot service to Azure Monitor Routing structured Java logs into CommonSecurityLog or Syslog built-in tables via DCR Handling partial upload failures in bulk log ingestion pipelines without aborting the entire batch Ingesting high-volume telemetry asynchronously using LogsIngestionAsyncClient in reactive Java apps

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Monitor Ingestion SDK for Java
  • Installation
  • Prerequisites
  • Environment Variables
  • Client Creation
  • Synchronous Client
  • Asynchronous Client
  • Key Concepts
  • Core Operations
  • Upload Custom Logs
  • Upload with Concurrency
  • Upload with Error Handling
  • Async Upload with Reactor
  • Log Entry Model Example
  • Error Handling
  • Best Practices

microsoft/azure-monitor-ingestion-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-monitor-ingestion-py/SKILL.md

Function: Custom log ingestion to Azure Monitor

When to use it: Sending application logs from a Python service to Log Analytics for querying Ingesting security audit records into a custom table in Azure Monitor Uploading batch log exports from JSON files into a DCR-defined schema Piping async high-throughput event streams into Log Analytics without manual batching Routing logs to Azure Government or sovereign cloud endpoints

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Monitor Ingestion SDK for Python
  • Installation
  • Environment Variables
  • Prerequisites
  • Authentication & Lifecycle
  • Upload Custom Logs
  • Upload from JSON File
  • Custom Error Handling
  • Ignore Errors
  • Async Client
  • Sovereign Clouds
  • Batching Behavior
  • Client Types
  • Key Concepts
  • DCR Stream Name Format
  • Best Practices

microsoft/azure-monitor-opentelemetry-exporter-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-monitor-opentelemetry-exporter-java/SKILL.md

Function: OpenTelemetry export to Azure Monitor

When to use it: Sending distributed trace data from a Java microservice to Application Insights Adding span attributes like order ID and customer tier to traces for debugging Recording exceptions on spans so they appear in Azure Monitor Tracking HTTP request counts and latency as metrics in Application Insights Migrating from the deprecated exporter to the autoconfigure package

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Monitor OpenTelemetry Exporter for Java
  • Installation (Deprecated)
  • Recommended: Use Autoconfigure Instead
  • Environment Variables
  • Basic Setup with Autoconfigure (Recommended)
  • Using Environment Variable
  • With Explicit Connection String
  • Creating Spans
  • Adding Span Attributes
  • Custom Span Processor
  • Nested Spans
  • Recording Exceptions
  • Metrics (via OpenTelemetry)
  • Key Concepts
  • Migration to Autoconfigure
  • Migration Steps

microsoft/azure-monitor-opentelemetry-exporter-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-monitor-opentelemetry-exporter-py/SKILL.md

Function: OpenTelemetry export to Application Insights

When to use it: Routing OpenTelemetry spans from a custom tracer pipeline into Application Insights Sampling 10% of production traces with ApplicationInsightsSampler across distributed services Sending Python logging output to Application Insights using the log exporter and LoggingHandler Connecting to Azure Government endpoints with sovereign cloud credentials Retrying failed telemetry exports using local offline storage when the ingestion endpoint is unreachable

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Monitor OpenTelemetry Exporter for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • When to Use
  • Trace Exporter
  • Metric Exporter
  • Log Exporter
  • From Environment Variable
  • Azure AD Authentication
  • Sampling
  • Offline Storage
  • Disable Offline Storage
  • Sovereign Clouds
  • Exporter Types
  • Configuration Options

microsoft/azure-monitor-opentelemetry-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-monitor-opentelemetry-py/SKILL.md

Function: One-line Application Insights setup

When to use it: Adding Application Insights to a Flask API without touching route handlers Tracing database queries in Django through psycopg2 auto-instrumentation Sampling 10% of requests in a high-traffic FastAPI service Attaching a service name to traces so Application Map shows the right node Switching from key-based auth to Azure AD credentials for a production workload

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Monitor OpenTelemetry Distro for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Quick Start
  • Explicit Connection String
  • With Flask
  • With Django
  • With FastAPI
  • Custom Traces
  • Custom Metrics
  • Custom Logs
  • Sampling
  • Cloud Role Name
  • Disable Specific Instrumentations
  • Enable Live Metrics

microsoft/azure-monitor-opentelemetry-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-monitor-opentelemetry-ts/SKILL.md

Function: Application Insights tracing and metrics

When to use it: Use when adding distributed tracing, metrics, and logs to Node.js applications with Application Insights.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Monitor OpenTelemetry SDK for TypeScript
  • Installation
  • Environment Variables
  • Quick Start (Auto-Instrumentation)
  • ESM Support (Node.js 18.19+)
  • Full Configuration
  • Custom Traces
  • Custom Metrics
  • Manual Exporter Setup
  • Trace Exporter
  • Metric Exporter
  • Log Exporter
  • Custom Logs Ingestion
  • Custom Span Processor
  • Sampling
  • Shutdown

microsoft/azure-monitor-query-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-monitor-query-java/SKILL.md

Function: Query Azure Monitor logs and metrics

When to use it: Running Kusto queries against a Log Analytics workspace from a Java application Fetching CPU or memory metrics for an Azure VM over a custom time range Batching multiple log queries into a single API call to reduce round trips Mapping Log Analytics query results directly to Java model classes Querying metrics across multiple Azure resources in one request

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Monitor Query SDK for Java
  • Installation
  • Prerequisites
  • Environment Variables
  • Client Creation
  • LogsQueryClient (Sync)
  • LogsQueryAsyncClient
  • MetricsQueryClient (Sync)
  • MetricsQueryAsyncClient
  • Sovereign Cloud Configuration
  • Key Concepts
  • Logs Query Operations
  • Basic Query
  • Query by Resource ID
  • Map Results to Custom Model
  • Batch Query

microsoft/azure-monitor-query-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-monitor-query-py/SKILL.md

Function: Query Azure Monitor logs and metrics

When to use it: Running Kusto queries against Log Analytics to find slow API requests over a time window Pulling CPU and network metrics from an Azure VM at 5-minute granularity Batch querying AppRequests and AppExceptions in a single round trip Converting Log Analytics query results into a pandas DataFrame for analysis Filtering Azure Blob Storage request metrics by API name dimension

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Monitor Query SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Logs Query Client
  • Basic Query
  • Query with Time Range
  • Convert to DataFrame
  • Batch Query
  • Handle Partial Results
  • Metrics Query Client
  • Query Resource Metrics
  • Aggregations
  • Filter by Dimension
  • List Metric Definitions
  • List Metric Namespaces

microsoft/cloud-solution-architect

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/README.md

Function: Design well-architected Azure cloud systems

When to use it: Selecting between microservices and N-tier for a new Azure workload Mapping WAF pillar tradeoffs during a production architecture review Choosing between Service Bus and Event Hubs for a messaging pipeline Applying the circuit breaker and retry patterns to a failing downstream dependency Writing an Architecture Decision Record for a multi-region Cosmos DB setup

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agent Skills
  • Quick Start
  • What’s Inside
  • Skill Catalog
  • Core
  • Foundry (Language-Agnostic)
  • Python
  • .NET
  • TypeScript
  • Java
  • Rust
  • Repository Structure
  • Plugins
  • MCP Servers
  • Additional Resources
  • Agents

mongodb/mongodb-connection

Catalog entry: Skills by MongoDB
Source documentation: https://github.com/mongodb/agent-skills/blob/main/skills/mongodb-connection/SKILL.md

Function: Optimize MongoDB client connection pools, timeouts, and serverless patterns

When to use it: Use this skill when working/updating/reviewing on functions that instantiate or configure a MongoDB client (eg, when calling `connect()`), configuring connection pools, troubleshooting connection errors (ECONNREFUSED, timeouts, pool exhaustion), optimizing performance issues related to connections. This includes scenarios like building serverless functions with MongoDB, creating API endpoints that use MongoDB, optimizing high-traffic MongoDB applications, creating long-running tasks and concurrency, or debugging connection-related failures.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • MongoDB Connection Optimizer
  • Core Principle: Context Before Configuration
  • Understanding How Connection Pools Work
  • Configuration Design
  • Calculating Initial Pool Size
  • Configuration Scenarios
  • Troubleshooting Connection Issues
  • Guidelines
  • Pool Exhaustion
  • Connection Timeouts (ECONNREFUSED, SocketTimeout)
  • Connection Churn
  • High Latency
  • Environmental Context (MANDATORY)
  • Parameters that inform a pool configuration
  • Advising on Monitoring & Iteration
  • When creating code

mongodb/mongodb-natural-language-querying

Catalog entry: Skills by MongoDB
Source documentation: https://github.com/mongodb/agent-skills/blob/main/skills/mongodb-natural-language-querying/SKILL.md

Function: Translate natural language into MongoDB queries and aggregation pipelines

When to use it: Use this skill whenever the user asks to write, create, or generate MongoDB queries, wants to filter/query/aggregate data in MongoDB, asks “how do I query...“, needs help with query syntax, or discusses finding/filtering/grouping MongoDB documents. Also use for translating SQL-like requests to MongoDB syntax. Does NOT handle Atlas Search ($search operator), vector/semantic search ($vectorSearch operator), fuzzy matching, autocomplete indexes, or relevance scoring - use search-and-ai for those. Does NOT analyze or optimize existing queries - use mongodb-query-optimizer for that. Does NOT handle aggregation pipelin

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • MongoDB Natural Language Querying
  • Query Generation Process
  • 1. Gather Context Using MCP Tools
  • 2. Analyze Context and Validate Fields
  • 3. Choose Query Type: Find vs Aggregation
  • 4. Format Your Response
  • Best Practices
  • Query Quality
  • Aggregation Pipeline Quality
  • Error Prevention
  • Schema Analysis
  • Sample Document Usage
  • Error Handling
  • Example Workflow
  • Managing Context Size

neondatabase/neon-postgres

Catalog entry: Skills by Neon
Source documentation: https://github.com/neondatabase/agent-skills/blob/main/skills/neon-postgres/SKILL.md

Function: Best practices for Neon Serverless Postgres

When to use it: Use when the work is an existing DATABASE_URL, SQL, schema, inspect, or search. New backends, Auth, files, Functions, and LLM calls go to the parent `neon` skill. Live queries, reactive UIs, and realtime data go to `neon-realtime`. Also use for “@neondatabase/serverless”, “@neon/neon-js”, “neon inspect db”, “semantic search”, “vector search”, “full-text search”, “BM25”, or “hybrid search”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Lakebase Postgres
  • Setup Flow
  • 1. Select the organization and project
  • 2. Get the connection string
  • 3. Pick the connection method and driver
  • 4. Set up the schema
  • Branching
  • Migrations
  • Troubleshooting and Neon-Specific Performance
  • Choose CLI or MCP
  • Pick the Diagnostic
  • Interpret Results Safely
  • Inspect Neon Cache Behavior Per Query
  • Performance Workflow
  • Autoscaling
  • Scale to Zero

netlify/netlify-ai-gateway

Catalog entry: Skills by Netlify Team
Source documentation: https://github.com/netlify/context-and-tools/blob/main/skills/netlify-ai-gateway/SKILL.md

Function: Access AI models via unified gateway endpoint

When to use it: Calling GPT-4o or Claude from a Netlify Function without storing API keys in environment variables Switching between OpenAI and Anthropic models by changing a single model string Adding AI chat endpoints to a Netlify site using the existing OpenAI SDK Testing AI features locally with netlify dev using the same gateway that runs in production Monitoring AI model usage and costs through Netlify’s dashboard instead of each provider’s console

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Netlify AI Gateway
  • Footguns (read first)
  • Where code goes
  • Provider SDKs (instantiate with no args)
  • Env vars — which to use
  • Full example (Vite + React + Function)
  • Local development
  • Billing, limits, constraints
  • References
  • Netlify house rules (ai-gateway)

netlify/netlify-blobs

Catalog entry: Skills by Netlify Team
Source documentation: https://github.com/netlify/context-and-tools/blob/main/skills/netlify-blobs/SKILL.md

Function: Key-value object storage for files and data

When to use it: Use when persisting user file uploads (images/documents), caching computed output from functions or Background Functions, serving downloadable assets, storing JSON blobs keyed by ID, or seeding deploy-specific data. Reach for this for key/value or object storage from Functions, Edge Functions, or Build Plugins — not for per-user, transactional, or relational data (use Netlify DB for that). Triggers include “save an uploaded file”, “cache API results”, “store generated site map”, “key/value store for a function”, or “file uploads without a database”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Netlify Blobs
  • Choosing a store type
  • Core writes and reads
  • Persisting a user upload (Function)
  • Reading (Function)
  • Metadata and conditional reads
  • Concurrency: atomic conditional writes
  • Listing
  • Deleting
  • Expiration (no server-side TTL)
  • Consistency
  • Regions
  • File-based uploads (no build plugin)
  • Access control (default to private)
  • Constraints
  • When an operation fails

netlify/netlify-caching

Catalog entry: Skills by Netlify Team
Source documentation: https://github.com/netlify/context-and-tools/blob/main/skills/netlify-caching/SKILL.md

Function: Configure CDN caching and cache purging

When to use it: Use when you add caching or cache-control headers to a function response, tune cache TTL or stale-while-revalidate, set up the durable cache, vary a cache key by query/header/cookie/country/language, purge or invalidate the cache by site or cache tag, use the programmatic Cache API (caches.open/match/put) or @netlify/cache helpers (fetchWithCache/cacheHeaders/getCacheStatus), speed up an expensive API call, add ISR or on-demand revalidation, or debug why a response is or isn’t cached via the Cache-Status header.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Netlify caching
  • Cache-control header to reach for
  • Footguns (read first)
  • Directives
  • Cache key variation — `Netlify-Vary`
  • Cache tags & opt-out
  • On-demand invalidation (purge)
  • Cache API (`caches` global)
  • `@netlify/cache` module
  • `cacheHeaders(settings)` → header object
  • `fetchWithCache(resource, options?, cacheSettings?)`
  • `getCacheStatus(response | headers | headerString)`
  • `needsRevalidation(response)` → boolean
  • Durable cache
  • Debugging with `Cache-Status`
  • Netlify house rules (caching)

netlify/netlify-cli-and-deploy

Catalog entry: Skills by Netlify Team
Source documentation: https://github.com/netlify/context-and-tools/blob/main/README.md

Function: CLI setup, local dev, and deployment workflows

When to use it: Deploying a static site to production without a Git remote Exporting environment variables from Netlify to a local .env file Running local dev with Netlify Functions and redirects injected via netlify dev Setting context-specific environment variables for deploy previews vs production Linking an existing project to a Netlify site by Git remote URL

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Netlify Context and Tools
  • Skills
  • References
  • Installation
  • Other ways to install
  • Hosted skills, manifest, and npm
  • Install skills and keep them current
  • Design Principles
  • Contributing
  • Generated outputs — do not edit them directly

netlify/netlify-config

Catalog entry: Skills by Netlify Team
Source documentation: https://github.com/netlify/context-and-tools/blob/main/skills/netlify-config/SKILL.md

Function: Reference for netlify.toml site configuration

When to use it: Use when setting a build command or publish directory, adding redirects or rewrites or proxies, adding an SPA fallback rewrite, setting custom response headers or basic auth, managing environment variables and secrets, scoping vars per deploy context, marking a var as secret, disabling secret scanning, configuring functions bundling, ignoring builds, or wiring up a monorepo or JavaScript SPA on Netlify.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Netlify configuration
  • Modern vs legacy syntax to reach for
  • `netlify.toml` build + contexts
  • Redirects and rewrites
  • Proxies
  • Custom headers
  • Functions
  • Environment variables
  • Injecting env values into headers/redirects
  • Useful read-only build vars
  • Secrets Controller
  • Sensitive variable policy (public repos only)
  • Ignore builds
  • Monorepos
  • JavaScript SPAs
  • Netlify Dev `[dev]`

netlify/netlify-db

Catalog entry: Skills by Netlify Team
Source documentation: https://github.com/netlify/context-and-tools/blob/main/README.md

Function: Managed Postgres with deploy preview branching

When to use it: Running SQL queries against structured app data from Netlify functions Setting up Drizzle ORM schemas and generating typed migrations Testing database migrations on deploy preview branches before merging to production Querying and filtering relational data that grows over time Accessing a Postgres database locally through netlify dev without manual connection setup

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Netlify Context and Tools
  • Skills
  • References
  • Installation
  • Other ways to install
  • Hosted skills, manifest, and npm
  • Install skills and keep them current
  • Design Principles
  • Contributing
  • Generated outputs — do not edit them directly

netlify/netlify-deploy

Catalog entry: Skills by Netlify Team
Source documentation: https://github.com/netlify/context-and-tools/blob/main/skills/netlify-deploy/SKILL.md

Function: Automated deployment workflow for Netlify sites

When to use it: Deploying a Vite or Next.js app to a Netlify preview URL before merging a PR Linking a local project folder to an existing Netlify site by Git remote Creating a new Netlify site and configuring build settings from scratch Pushing a production deploy after verifying a preview URL looks correct Troubleshooting a failed deploy by checking build command and publish directory

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Netlify deploy
  • Modern CLI
  • Ways to create a deploy
  • netlify.toml deploy contexts
  • Deploy Previews & branch deploys
  • Locking, skipping, and manual production deploys
  • Managing deploys
  • Deploy to Netlify button
  • Secrets scanning failures
  • Fixing a failed deploy — no rollbacks
  • Deploy permissions (private repos)
  • Constraints & gotchas
  • Netlify house rules (deploy)

netlify/netlify-edge-functions

Catalog entry: Skills by Netlify Team
Source documentation: https://github.com/netlify/context-and-tools/blob/main/skills/netlify-edge-functions/SKILL.md

Function: Low-latency edge middleware and geolocation logic

When to use it: use it when an edge function silently does nothing, runs in the wrong order, ignores its Cache-Control headers, or cannot read an environment variable.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Netlify Edge Functions
  • Use this form
  • ⚠️ Footguns
  • Files
  • Return values
  • Endpoint
  • Redirect / rewrite
  • Middleware (modify origin response)
  • Conditional requests
  • Read body, then continue
  • Netlify user gate (private / team-login-protected projects)
  • Post-response work
  • Streaming SSR (`.tsx`)
  • `Context`
  • Declarations
  • Inline `config`

netlify/netlify-forms

Catalog entry: Skills by Netlify Team
Source documentation: https://github.com/netlify/context-and-tools/blob/main/skills/netlify-forms/SKILL.md

Function: HTML form handling with spam filtering

When to use it: Use when adding a contact form, lead-capture form, file-upload form, or newsletter signup to a Netlify site; wiring AJAX form submission; setting up a custom thank-you page; adding a honeypot or reCAPTCHA to a form; getting forms working in Next.js, Nuxt, SvelteKit, Astro, or Gatsby; reading form submissions via the Netlify API; setting up submission notifications or ChatGPT automations on form submission events; or debugging missing submissions and forms that silently fail to register.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Netlify Forms
  • Static HTML form
  • JS-rendered / SSR / framework forms (Next.js, Nuxt, SvelteKit, Astro, Gatsby)
  • AJAX submission
  • File uploads
  • Custom success page
  • Spam prevention
  • Email notifications & subject line
  • Reading submissions via the API
  • Submission summary (field order matters)
  • Debugging missing submissions
  • Constraints
  • Netlify house rules (forms)

netlify/netlify-frameworks

Catalog entry: Skills by Netlify Team
Source documentation: https://github.com/netlify/context-and-tools/blob/main/skills/netlify-frameworks/SKILL.md

Function: Deploy web frameworks with SSR support

When to use it: Use when setting up or fixing a framework deploy (Next.js / Astro / Nuxt / SvelteKit / Remix / React Router / TanStack Start / SolidStart / Gatsby / Angular / Vite / Express / Hydrogen / Hugo / Eleventy / Vue / React), adding SSR or edge functions or middleware wired to Netlify context, fixing SPA redirect and catch-all rules, setting a build command or publish directory, or debugging “why isn’t my env var updating” and framework build failures.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Env vars: modern rules (read first)
  • SPA redirects and the SSR catch-all footgun
  • Local dev with platform emulation (no Netlify CLI)
  • Build settings by framework
  • SSR / adapter setup
  • Astro
  • Next.js (13.5+ only)
  • SvelteKit
  • React Router (7+)
  • Remix
  • Nuxt
  • SolidStart
  • TanStack Start
  • Gatsby
  • Angular
  • Express

netlify/netlify-functions

Catalog entry: Skills by Netlify Team
Source documentation: https://github.com/netlify/context-and-tools/blob/main/skills/netlify-functions/SKILL.md

Function: Build serverless API endpoints and background tasks

When to use it: Writing a REST API endpoint for a static React app without a separate backend Running a background function to process image uploads after the user gets an immediate 202 response Scheduling a nightly cron job to sync data from an external API Streaming server-sent events from a function to a client in real time Accessing geo and IP data from incoming requests to serve localized content

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Netlify Functions
  • File locations
  • Minimal function
  • Custom path routing
  • Fetchable module shape (alternative)
  • Context object
  • Who is calling: `context.user`
  • Config object
  • Integrations
  • Streaming responses
  • Background functions (long-running)
  • Scheduled functions (cron)
  • Platform-event functions
  • Region
  • Memory / vCPU
  • Bundling & files on disk

netlify/netlify-image-cdn

Catalog entry: Skills by Netlify Team
Source documentation: https://github.com/netlify/context-and-tools/blob/main/skills/netlify-image-cdn/SKILL.md

Function: Optimize and transform images via CDN

When to use it: Use when adding image optimization or responsive images, converting formats (WebP/AVIF/PNG), generating thumbnails or blur placeholders, serving remote/third-party images through the CDN, allowlisting remote domains in netlify.toml, setting up image redirects or cache headers, building user-uploaded image pipelines, or debugging a 404 on /.netlify/images. Also covers framework image handling for Angular/Astro/Gatsby/Next.js/Nuxt.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Netlify Image CDN
  • Query parameters
  • Common transformations
  • fit behavior
  • Format notes
  • Remote source images
  • remote_images regex escaping
  • Response codes
  • Reusing parameters across images
  • Caching headers
  • Blur placeholders (fm=blurhash)
  • Local development
  • User-uploaded image pipelines
  • Framework image handling
  • Additional constraints
  • Netlify house rules (image-cdn)

NoizAI/skills

Catalog entry: Development and Testing
Source documentation: https://github.com/NoizAI/skills/blob/main/README.md

Function: Human-like TTS workflows with local/cloud APIs and app delivery

When to use it: Use when a task needs the capability described in this catalog entry: Human-like TTS workflows with local/cloud APIs and app delivery

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Unmute your intelligent bot
  • Install with `npx skills add`
  • Highlights
  • Available skills
  • Quick Verify
  • English Audio Demos
  • Noiz API Key (recommended)
  • Contributing
  • Feedback & Discussion
  • Project Trends
  • GitHub Star Trend
  • Git Clone Trend

This catalog entry points to a collection. The scanned repository lists 10 distinct skill-file paths.

Sample members: characteristic-voice · chat-with-anyone · daily-news-caster · music-video · sound-fx · speech-to-text · template-skill · text-to-music
More members are available in the source repository.

openai/cloudflare-deploy

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/cloudflare-deploy/SKILL.md

Function: Deploy apps to Cloudflare using Workers, Pages, and platform services

When to use it: Use when the user asks to deploy, host, publish, or set up a project on Cloudflare.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Cloudflare Deploy
  • Prerequisites
  • Authentication (Required Before Deploy)
  • Quick Decision Trees
  • “I need to run code”
  • “I need to store data”
  • “I need AI/ML”
  • “I need networking/connectivity”
  • “I need security”
  • “I need media/content”
  • “I need infrastructure-as-code”
  • Product Index
  • Compute & Runtime
  • Storage & Data
  • AI & Machine Learning
  • Networking & Connectivity

openai/render-deploy

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/render-deploy/SKILL.md

Function: Deploy applications to Render’s cloud platform using Git-backed services

When to use it: Use when the user wants to deploy, host, publish, or set up their application on Render’s cloud platform.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Deploy to Render
  • Prerequisites
  • When to Use This Skill
  • Happy Path (New Users)
  • Choose Your Source Path
  • Choose Your Deployment Method (Git Repo)
  • Method Selection Heuristic
  • Prerequisites Check
  • Cursor
  • Claude Code
  • Codex
  • Other Tools
  • Workspace Selection
  • Method 1: Blueprint Deployment (Recommended for Complex Apps)
  • Blueprint Workflow
  • Step 1: Analyze Codebase

openai/vercel-deploy

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/vercel-deploy/SKILL.md

Function: Deploy applications and websites to Vercel with preview or production options

When to use it: Use when the user requests deployment actions like “deploy my app”, “deploy and give me the link”, “push this live”, or “create a preview deployment”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Vercel Deploy
  • Prerequisites
  • Quick Start
  • Fallback (No Auth)
  • Production Deploys
  • Output
  • Troubleshooting
  • Escalated Network Access

OptimNow/cloud-finops-skills

Catalog entry: Specialized Domains
Source documentation: https://github.com/OptimNow/cloud-finops-skills/blob/main/skills/cloud-finops/README.md

Function: FinOps knowledge: cloud billing mechanics, commitments, allocation, AI spend

When to use it: Use when a task needs the capability described in this catalog entry: FinOps knowledge: cloud billing mechanics, commitments, allocation, AI spend

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Moved

posteyai/skills

Catalog entry: Marketing
Source documentation: https://github.com/posteyai/skills/blob/main/README.md

Function: Draft, schedule and publish social posts to nine networks

When to use it: Use when a task needs the capability described in this catalog entry: Draft, schedule and publish social posts to nine networks

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Postey Skills — MCP Server & AI Agent Skills for Social Media
  • Quick start
  • The Postey MCP server
  • The skill and the server are layers, not alternatives
  • What the skill adds
  • Installation
  • Claude Code (recommended)
  • Grok Build
  • Connect the MCP server
  • Credentials
  • Supported platforms
  • Troubleshooting
  • Links
  • License

This catalog entry points to a collection. The scanned repository lists 16 distinct skill-file paths.

Sample members: postey-analytics · postey-engagement · postey-ideas · postey-ops · postey-teams · postey-video · postey-voice · postey
More members are available in the source repository.

publora/skills

Catalog entry: Marketing
Source documentation: https://github.com/publora/skills/blob/main/README.md

Function: Draft, schedule and publish posts to ten social networks

When to use it: Use when a task needs the capability described in this catalog entry: Draft, schedule and publish posts to ten social networks

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Publora Skills: post to 10 social networks from your AI agent
  • Install
  • Existing Claude Code connections
  • The 9 skills
  • How it works
  • REST fallback
  • FAQ
  • Contributing
  • Related
  • License

This catalog entry points to a collection. The scanned repository lists 9 distinct skill-file paths.

Sample members: bluesky-post · instagram-post · linkedin-analytics · linkedin-post · social-post · telegram-post · threads-post · tiktok-post
More members are available in the source repository.

redhat/sre-skillpack

Catalog entry: Skills by RedHat
Source documentation: https://catalog.redhat.com/en/ai/skills/detail/agentic-skill-pack-for-site-reliability-engineers

Function: Discover, remediate, and verify CVEs across your RHEL fleet — orchestrating Red Hat Lightspeed and Ansible Automation Platform through a single workflow.

When to use it: Use when a task needs the capability described in this catalog entry: Discover, remediate, and verify CVEs across your RHEL fleet — orchestrating Red Hat Lightspeed and Ansible Automation Platform through a single workflow.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Platforms
  • Products & services
  • Try, buy, sell
  • Help
  • About Red Hat Ecosystem Catalog
  • Red Hat legal and privacy links
  • Red Hat legal and privacy links

This catalog entry points to a collection. The scanned repository lists 0 distinct skill-file paths.

No individual SKILL.md was retrieved; this entry is based on the catalog description and available repository README.

rorkai/app-store-connect-cli-skills

Catalog entry: Development and Testing
Source documentation: https://github.com/rorkai/app-store-connect-cli-skills/blob/main/README.md

Function: Automate App Store deployments and management using ASC CLI

When to use it: Use when a task needs the capability described in this catalog entry: Automate App Store deployments and management using ASC CLI

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • ASC CLI skills
  • Installation
  • Claude Code plugin
  • Codex plugin
  • Available Skills
  • asc-cli-usage
  • asc-apple-ads
  • asc-workflow
  • asc-app-create-ui
  • asc-xcode-build
  • asc-ad-hoc-distribution
  • asc-screenshot-resize
  • asc-shots-pipeline
  • asc-release-flow
  • asc-signing-setup
  • asc-id-resolver

This catalog entry points to a collection. The scanned repository lists 26 distinct skill-file paths.

Sample members: asc-ad-hoc-distribution · asc-analytics-reports · asc-app-create-ui · asc-apple-ads · asc-aso-audit · asc-build-lifecycle · asc-cli-usage · asc-crash-triage
More members are available in the source repository.

sujunmin/agy-ppt

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/sujunmin/agy-ppt/blob/main/skills/agy-ppt/SKILL.md

Function: Generate PowerPoint decks without the AI-slop look, purpose-built for the Antigravity+Kiro+Codex pipeline; GPT image rendering handles dense Traditional Chinese slide text far better than Gemini

When to use it: Use when a task needs the capability described in this catalog entry: Generate PowerPoint decks without the AI-slop look, purpose-built for the Antigravity+Kiro+Codex pipeline; GPT image rendering handles dense Traditional Chinese slide text far better than Gemini

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • AGY PPT Orchestrator
  • 1. 目的
  • 2. 核心設計原則
  • 2.1 單一控制者
  • 2.2 AGY 負責「要做什麼」
  • 2.3 Kiro 負責「如何讓系統做到」
  • 2.4 Codex 只負責圖片
  • 3. OAuth-only 執行原則
  • 4. 固定圖片後端
  • 5. Kiro 呼叫原則
  • 5.1 Kiro Runtime
  • 5.2 正式流程
  • 5.3 Agent selection 與 scope
  • 5.4 Agent scope 是 turn-long invariant
  • 5.5 失敗回報
  • 5.6 Permission boundary

testmu-ai/cicd-pipeline-skill

Catalog entry: Skills by TestMu AI
Source documentation: https://github.com/LambdaTest/agent-skills/blob/main/cicd-pipeline-skill/SKILL.md

Function: Generate CI/CD pipelines for tests on GitHub Actions, Jenkins, GitLab CI, and Azure DevOps

When to use it: Use when user mentions “CI/CD”, “pipeline”, “GitHub Actions”, “Jenkins”, “GitLab CI”. Triggers on: “CI/CD”, “pipeline”, “GitHub Actions”, “Jenkins”, “GitLab CI”, “Azure DevOps”, “automated testing pipeline”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • CI/CD Pipeline Skill
  • Core Patterns
  • GitHub Actions
  • Jenkins (Jenkinsfile)
  • GitLab CI
  • Quick Reference
  • Deep Patterns

tushaarmehtaa/tushar-skills

Catalog entry: Development and Testing
Source documentation: https://github.com/tushaarmehtaa/tushar-skills/blob/main/README.md

Function: 34 workflow skills for deploys, outreach, fundraising, specs, launches

When to use it: Use when a task needs the capability described in this catalog entry: 34 workflow skills for deploys, outreach, fundraising, specs, launches

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • slashskills
  • Agent Skills, not runtime-specific prompts
  • Developer tools
  • Install
  • Claude app
  • Skill catalog
  • Contributing
  • V1 scope
  • License

This catalog entry points to a collection. The scanned repository lists 35 distinct skill-file paths.

Sample members: agent-instructions · ai-cost-audit · ai-product-development · analytics · auth-implementation · changelog · cold-outreach · credit-metering
More members are available in the source repository.

veniceai/venice-crypto-rpc

Catalog entry: Skills by Venice.ai
Source documentation: https://github.com/veniceai/skills/blob/main/skills/venice-crypto-rpc/SKILL.md

Function: JSON-RPC proxying for supported crypto networks

When to use it: Use when a task needs the capability described in this catalog entry: JSON-RPC proxying for supported crypto networks

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Venice Crypto RPC (JSON-RPC proxy)
  • Supported networks
  • Chain families
  • Send a JSON-RPC request
  • Single call
  • Batch (up to 100 calls)
  • Drop-in with `viem`
  • Pricing
  • Response headers
  • Unsupported methods
  • Idempotency
  • Rate limits and concurrency
  • Errors
  • Patterns

vercel-labs/deploy-to-vercel

Catalog entry: Skills by Vercel Engineering Team
Source documentation: https://github.com/vercel-labs/agent-skills/blob/main/skills/deploy-to-vercel/SKILL.md

Function: Deploy applications and websites to Vercel

When to use it: Use when the user requests deployment actions like “deploy my app”, “deploy and give me the link”, “push this live”, or “create a preview deployment”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Deploy to Vercel
  • Step 1: Gather Project State
  • Team selection
  • Step 2: Choose a Deploy Method
  • Linked (`.vercel/` exists) + has git remote → Git Push
  • Linked (`.vercel/` exists) + no git remote → `vercel deploy`
  • Not linked + CLI is authenticated → Link first, then deploy
  • Not linked + CLI not authenticated → Install, auth, link, deploy
  • No-Auth Fallback — `vercel deploy --temporary`
  • Agent-Specific Notes
  • Claude Code / terminal-based agents
  • Sandboxed environments (claude.ai, Codex)
  • Output
  • Troubleshooting
  • Network Egress Error (claude.ai)
  • Escalated Network Access (Codex / sandboxed environments)

vmware-skills/VMware-AIops

Catalog entry: Specialized Domains
Source documentation: https://github.com/vmware-skills/VMware-AIops/blob/main/skills/vmware-aiops/SKILL.md

Function: AI-powered VMware vCenter/ESXi monitoring and operations: inventory queries, health/alarms, VM lifecycle (create, delete, snapshot, clone, migrate), vSAN management, Aria Operations analytics, and scheduled log scanning. Supports Claude Code, Gemini CLI, Codex, Aider, Trae, Kimi, and MCP.

When to use it: Use this skill whenever the user needs to manage VMs in VMware/vSphere/ESXi — it’s the entry point for all VM operations. Directly handles: power on/off, clone, snapshot, migrate, deploy from OVA or templates, run commands inside VMs, batch operations, cluster management, vCenter alarm acknowledgment, a one-glance cluster-health triage (“is anything on fire?”), and VM/host/datastore investigation drill-downs. Always use this skill for any “power on”, “clone”, “deploy”, “migrate”, “batch”, “guest exec”, “alarm”, or VM lifecycle task, and for triage like “is anything on fire” / “what needs attention now” / “investi

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • VMware AIops
  • What This Skill Does
  • Audit & Safety
  • Quick Install
  • VMware Family — Install What You Need
  • When to Use This Skill
  • Related Skills — Skill Routing
  • Common Workflows
  • Cluster Health Triage (“what’s wrong right now?”)
  • Object-Centered Investigation → Act (drill-down before you change anything)
  • Deploy a Lab Environment
  • Batch Clone for Testing
  • Migrate VM to Another Host
  • Usage Mode
  • MCP Tools (61 — 18 read, 43 write)
  • CLI Quick Reference

wanshuiyin/Auto-claude-code-research-in-sleep

Catalog entry: Specialized Domains
Source documentation: https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/blob/main/README.md

Function: Autonomous ML research with cross-model review loops and GPU deployment

When to use it: Use when a task needs the capability described in this catalog entry: Autonomous ML research with cross-model review loops and GPU deployment

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Auto-claude-code-research-in-sleep (ARIS ⚔️🌙)
  • Contents
  • 1. 🎯 More Than Just a Prompt
  • 2. 📢 What’s New
  • 3. 🚀 Quick Start
  • 4. ✨ Features
  • 5. 📈 Score Progression (Real Run)
  • 6. 🏆 Community Showcase — Papers Built with ARIS
  • 7. 🧩 Awesome Community Skills & Extensions
  • 8. 🔄 Workflows
  • Full Pipeline 🚀
  • Workflow 1: Idea Discovery & Method Refinement 🔍
  • Workflow 1.5: Experiment Bridge 🔗
  • Workflow 2: Auto Research Loop 🔁 (sleep & wake up to results)
  • Workflow 3: Paper Writing Pipeline 📝
  • Workflow 4: Rebuttal 📝 (reply to reviewers safely)

This catalog entry points to a collection. The scanned repository lists 87 distinct skill-file paths.

Sample members: ablation-planner · alphaxiv · analyze-results · arxiv · auto-paper-improvement-loop · auto-review-loop-llm · auto-review-loop-minimax · auto-review-loop
More members are available in the source repository.

Xquik-dev/tweetclaw

Catalog entry: Marketing
Source documentation: https://github.com/Xquik-dev/tweetclaw/blob/master/skills/tweetclaw/SKILL.md

Function: Post tweets, replies, DMs; search, monitor, run giveaways

When to use it: Use when a task needs the capability described in this catalog entry: Post tweets, replies, DMs; search, monitor, run giveaways

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • TweetClaw
  • Install
  • Trust profile
  • Safety rules
  • Pricing
  • Documentation
  • Use TweetClaw for
  • Configure
  • Tools
  • `explore`
  • `tweetclaw`
  • Commands
  • Events
  • Workflow map
  • Read data
  • Security boundaries

zxkane/aws-skills

Catalog entry: Development and Testing
Source documentation: https://github.com/zxkane/aws-skills/blob/main/README.md

Function: AWS development with infrastructure automation and cloud architecture patterns

When to use it: Use when a task needs the capability described in this catalog entry: AWS development with infrastructure automation and cloud architecture patterns

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • AWS Skills for Claude Code
  • Plugins
  • 0. AWS Common Plugin (Dependency)
  • 1. AWS CDK Plugin
  • 2. AWS Cost & Operations Plugin
  • 3. AWS Serverless & Event-Driven Architecture Plugin
  • 4. AWS Agentic AI Plugin
  • Installation
  • Option 1: Claude Code Plugin Marketplace
  • Option 2: Install Individual Skills via npx
  • Core CDK Principles
  • Resource Naming
  • Lambda Functions
  • Pre-Deployment Validation
  • Usage Examples
  • CDK Development

This catalog entry points to a collection. The scanned repository lists 6 distinct skill-file paths.

Sample members: aws-agentic-ai · aws-mcp-setup · aws-cost-operations · aws-cdk-development · aws-sst-development · aws-serverless-eda

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本分类中文版

Posted Updated Agent Skills / Productivity & Collaboration29 minutes read (About 4324 words)

Productivity & Collaboration | Agent Skills

Productivity & Collaboration

Productivity and collaboration skills connect everyday work across communication, scheduling, files, meetings, and team services.

Catalog snapshot: November 2, 2026

Category menu

Skills in this category

career-ops-hq/career-ops

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/career-ops-hq/career-ops/blob/main/.grok/skills/career-ops/SKILL.md

Function: Scores jobs against your CV, tailors resumes, tracks applications

When to use it: Use when a task needs the capability described in this catalog entry: Scores jobs against your CV, tailors resumes, tracks applications

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

getsentry/sentry-create-alert

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Create Sentry alerts with email, Slack, PagerDuty, Discord, and more

When to use it: Paging on-call via PagerDuty for P1 Sentry issues Routing production backend errors to a Slack channel Setting up email alerts for release-health regressions Creating priority-based alert rules per project Building a workflow that escalates unresolved issues to Discord

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

googleworkspace/gws-admin-reports

Catalog entry: Skills by Google Workspace CLI
Source documentation: https://github.com/googleworkspace/cli/blob/main/skills/gws-admin-reports/SKILL.md

Function: Audit logs and usage reports for Workspace

When to use it: Pulling Drive activity logs to audit who accessed or shared files last week Checking per-user app usage to identify inactive Workspace accounts Streaming Admin console activity to a webhook for real-time alerting Generating a customer-wide usage report to track storage and service adoption across the org Stopping a push notification channel that is no longer needed

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • admin-reports (reports_v1)
  • API Resources
  • activities
  • channels
  • customerUsageReports
  • entityUsageReports
  • userUsageReport
  • Discovering Commands

googleworkspace/gws-calendar

Catalog entry: Skills by Google Workspace CLI
Source documentation: https://github.com/googleworkspace/cli/blob/main/skills/gws-calendar/SKILL.md

Function: Manage Google Calendar calendars and events

When to use it: Querying free/busy slots across multiple calendars before scheduling a meeting Creating recurring events with specific attendees and reminders from a script Moving events between calendars when ownership or organization changes Listing all calendars a user has access to and their sharing permissions Checking upcoming events on a schedule as part of an automated workflow

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • calendar (v3)
  • Helper Commands
  • API Resources
  • acl
  • calendarList
  • calendars
  • channels
  • colors
  • events
  • freebusy
  • settings
  • Discovering Commands

googleworkspace/gws-chat

Catalog entry: Skills by Google Workspace CLI
Source documentation: https://github.com/googleworkspace/cli/blob/main/skills/gws-chat/SKILL.md

Function: Manage Google Chat spaces and messages

When to use it: Creating a new Chat space and adding team members in one command Finding an existing direct message thread with a specific user by email Searching all organization spaces as an admin to audit or clean up inactive ones Uploading a file attachment to a Chat space message Listing all spaces a service account or user belongs to

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • chat (v1)
  • Helper Commands
  • API Resources
  • customEmojis
  • media
  • spaces
  • users
  • Discovering Commands

googleworkspace/gws-classroom

Catalog entry: Skills by Google Workspace CLI
Source documentation: https://github.com/googleworkspace/cli/blob/main/skills/gws-classroom/SKILL.md

Function: Manage Google Classroom classes, rosters, and coursework

When to use it: Creating a new course and assigning an owner in a Google Workspace domain Adding students to a course by sending and accepting invitations Listing all courses a teacher owns to audit their current workload Updating grading period settings for a course mid-semester Pulling a user profile to verify guardian and enrollment status

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • classroom (v1)
  • API Resources
  • courses
  • invitations
  • registrations
  • userProfiles
  • Discovering Commands

googleworkspace/gws-docs

Catalog entry: Skills by Google Workspace CLI
Source documentation: https://github.com/googleworkspace/cli/blob/main/skills/gws-docs/SKILL.md

Function: Read and write Google Docs documents

When to use it: Creating a new Google Doc from a script or workflow Fetching the full content of a document by ID Applying structured batch edits to an existing document Appending text to a doc as part of an automated pipeline Pulling document data into a local process for further handling

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • docs (v1)
  • Helper Commands
  • API Resources
  • documents
  • Discovering Commands

googleworkspace/gws-drive

Catalog entry: Skills by Google Workspace CLI
Source documentation: https://github.com/googleworkspace/cli/blob/main/skills/gws-drive/SKILL.md

Function: Manage Google Drive files, folders, and shared drives

When to use it: Listing all files in a shared drive filtered by label or MIME type Revoking a specific user’s permission on a file without opening the browser Downloading a Google Doc exported as PDF into a local directory Watching a folder for changes and piping events to a script Resolving pending access proposals on files you own

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • drive (v3)
  • Helper Commands
  • API Resources
  • about
  • accessproposals
  • approvals
  • apps
  • changes
  • channels
  • comments
  • drives
  • files
  • operations
  • permissions
  • replies
  • revisions

googleworkspace/gws-events

Catalog entry: Skills by Google Workspace CLI
Source documentation: https://github.com/googleworkspace/cli/blob/main/skills/gws-events/SKILL.md

Function: Subscribe to Google Workspace events

When to use it: Streaming Chat message events to a custom webhook in real time Reactivating a suspended Workspace subscription after fixing an auth error Listing all active event subscriptions across a Workspace tenant Deleting stale subscriptions left over from deprecated integrations Polling the status of a long-running Workspace operation by ID

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • events (v1)
  • Helper Commands
  • API Resources
  • message
  • operations
  • subscriptions
  • tasks
  • Discovering Commands

googleworkspace/gws-forms

Catalog entry: Skills by Google Workspace CLI
Source documentation: https://github.com/googleworkspace/cli/blob/main/skills/gws-forms/SKILL.md

Function: Read and write Google Forms

When to use it: Fetching all responses from a form into a local file for analysis Creating a new blank form and populating it with questions in a single script Updating form publish settings to control who can submit responses Setting up watches to trigger actions when new responses arrive Batch-updating form items to reflect a survey redesign without touching the UI

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • forms (v1)
  • API Resources
  • forms
  • Discovering Commands

googleworkspace/gws-gmail

Catalog entry: Skills by Google Workspace CLI
Source documentation: https://github.com/googleworkspace/cli/blob/main/skills/gws-gmail/SKILL.md

Function: Send, read, and manage Gmail email

When to use it: Triaging unread inbox messages by sender and subject Sending automated email notifications from a script or workflow Replying to a thread without manually tracking message IDs Watching a mailbox for new messages and piping them into another process Forwarding specific messages to teammates based on content or label

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • gmail (v1)
  • Helper Commands
  • API Resources
  • users
  • Discovering Commands

googleworkspace/gws-keep

Catalog entry: Skills by Google Workspace CLI
Source documentation: https://github.com/googleworkspace/cli/blob/main/skills/gws-keep/SKILL.md

Function: Manage Google Keep notes

When to use it: Creating a new Keep note from a terminal script Listing all notes and piping the output to grep for a specific keyword Deleting a batch of old notes by ID in a shell loop Downloading an attachment from a Keep note to local disk Fetching a single note’s content to reference in another script

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • keep (v1)
  • API Resources
  • media
  • notes
  • Discovering Commands

googleworkspace/gws-modelarmor

Catalog entry: Skills by Google Workspace CLI
Source documentation: https://github.com/googleworkspace/cli/blob/main/skills/gws-modelarmor/SKILL.md

Function: Filter user-generated content for safety

When to use it: Filtering user prompts before sending them to an LLM API Scanning model responses for harmful content before displaying to end users Creating reusable safety templates across multiple AI applications Blocking prompt injection attempts in user-facing chat interfaces Auditing content policy violations in LLM-powered workflows

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • modelarmor (v1)
  • Helper Commands
  • Discovering Commands

googleworkspace/gws-people

Catalog entry: Skills by Google Workspace CLI
Source documentation: https://github.com/googleworkspace/cli/blob/main/skills/gws-people/SKILL.md

Function: Manage Google People contacts and profiles

When to use it: Searching the domain directory to find a colleague’s phone number or email Adding a new vendor contact with phone, email, and organization details Moving an auto-created ‘Other contact’ into a named contact group Batch-updating contact records after a company rebranding Listing all contacts in a group to build a distribution roster

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • people (v1)
  • API Resources
  • contactGroups
  • otherContacts
  • people
  • Discovering Commands

googleworkspace/gws-shared

Catalog entry: Skills by Google Workspace CLI
Source documentation: https://github.com/googleworkspace/cli/blob/main/skills/gws-shared/SKILL.md

Function: Shared authentication, global flags, and output formatting

When to use it: Switching gws output between JSON, CSV, and table formats for different scripts Running a destructive gws command with --dry-run before committing to the API call Authenticating with a service account key file instead of browser-based OAuth Auto-paginating a large Drive file list into a single NDJSON output Screening API responses for PII before piping them to a downstream tool

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • gws — Shared Reference
  • Installation
  • Authentication
  • Global Flags
  • CLI Syntax
  • Method Flags
  • Security Rules
  • Shell Tips
  • Community & Feedback Etiquette

googleworkspace/gws-sheets

Catalog entry: Skills by Google Workspace CLI
Source documentation: https://github.com/googleworkspace/cli/blob/main/skills/gws-sheets/SKILL.md

Function: Read and write Google Sheets spreadsheets

When to use it: Reading sales data from a shared spreadsheet into a script Appending a new row to a log sheet after each automated job run Creating a new spreadsheet and populating it with report data Batch updating cell formats, ranges, or sheet properties in one API call Fetching specific cell ranges using data filters without pulling the entire sheet

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • sheets (v4)
  • Helper Commands
  • API Resources
  • spreadsheets
  • Discovering Commands

googleworkspace/gws-slides

Catalog entry: Skills by Google Workspace CLI
Source documentation: https://github.com/googleworkspace/cli/blob/main/skills/gws-slides/SKILL.md

Function: Read and write Google Slides presentations

When to use it: Creating a new presentation with a specific ID from a script Fetching the current state of a presentation to inspect slide content Applying bulk edits to slide text, images, or formatting in one API call Automating slide generation from data without opening a browser Updating presentation titles or themes as part of a pipeline

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • slides (v1)
  • API Resources
  • presentations
  • Discovering Commands

googleworkspace/gws-tasks

Catalog entry: Skills by Google Workspace CLI
Source documentation: https://github.com/googleworkspace/cli/blob/main/skills/gws-tasks/SKILL.md

Function: Manage Google Tasks task lists and tasks

When to use it: Creating a new task list for a project sprint Moving a task under a parent to build a subtask hierarchy Clearing all completed tasks from a list after a review Fetching all tasks in a list to pipe into a report or script Deleting a shared task that was originally assigned in Google Docs

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • tasks (v1)
  • API Resources
  • tasklists
  • tasks
  • Discovering Commands

googleworkspace/gws-workflow

Catalog entry: Skills by Google Workspace CLI
Source documentation: https://github.com/googleworkspace/cli/blob/main/skills/gws-workflow/SKILL.md

Function: Cross-service Google Workspace productivity workflows

When to use it: Generating a standup summary from today’s calendar events and open tasks Converting an actionable email into a Google Tasks entry without leaving the terminal Pulling meeting details, attendees, and linked docs before a call starts Posting a Drive file announcement directly to a Chat space Getting a weekly digest of meetings attended and unread email volume

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • workflow (v1)
  • Helper Commands
  • Discovering Commands

Kevin7Qi/codex-collab

Catalog entry: Development and Testing
Source documentation: https://github.com/Kevin7Qi/codex-collab/blob/main/SKILL.md

Function: Collaborate with Codex from Claude Code

When to use it: Use when the user asks to invoke, delegate to, or collaborate with Codex on any task. Also use PROACTIVELY when an independent, non-Claude perspective from Codex would add value — second opinions on code, plans, architecture, or design decisions.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • codex-collab
  • Choosing a path
  • Native Peer Messaging
  • Codex’s Own App-Server
  • Run Command
  • Code Review
  • Context Efficiency & Result Visibility
  • Resuming Threads
  • Detached Runs and Following
  • Watching for questions and approvals without polling (`next`)
  • The Ask Channel (Codex Asks, You Answer)
  • Approvals
  • CLI Reference
  • Options
  • Exit codes (run, review)
  • Goal Mode

more-io/apple-bridges

Catalog entry: Specialized Domains
Source documentation: https://github.com/more-io/claude-apple-bridges/blob/main/skills/apple-bridges/SKILL.md

Function: Native macOS app access — manage Apple Reminders, Calendar, Contacts, Notes, Mail, and tmux sessions via Swift CLI bridges

When to use it: Use this skill whenever the user asks about Apple apps — Reminders, Calendar, Contacts, Notes, Mail, Messages (iMessage/SMS), or tmux sessions. This includes creating/completing reminders, checking/adding calendar events, looking up contacts, reading/writing notes, sending/reading email, reading/sending iMessages and texts, and capturing tmux session content. Also use this skill when the user mentions tasks, todos, scheduling, birthdays, free time slots, or end-of-day summaries. The bridges are CLI tools installed at ~/.claude/ that give Claude Code native access to these Apple apps on macOS.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Apple Bridges
  • Quick Reference
  • General Patterns
  • CLI Syntax
  • Quoting
  • Destructive Operations
  • Permissions
  • Allowed Tools Configuration

notiondevs/Notion Skills for Claude

Catalog entry: Productivity and Collaboration
Source documentation: https://www.notion.so/notiondevs/Notion-Skills-for-Claude-28da4445d27180c7af1df7d8615723d0

Function: Skills for working with Notion

When to use it: Use when a task needs the capability described in this catalog entry: Skills for working with Notion

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

No individual SKILL.md was retrieved; this entry is based on the catalog description and available repository README.

openai/notion-knowledge-capture

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/notion-knowledge-capture/SKILL.md

Function: Convert conversations into structured, searchable Notion wiki entries

When to use it: use when turning chats/notes into wiki entries, how-tos, decisions, or FAQs with proper linking.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Knowledge Capture
  • Quick start
  • Workflow
  • 0) If any MCP call fails because Notion MCP is not connected, pause and set it up:
  • 1) Define the capture
  • 2) Locate destination
  • 3) Extract and structure
  • 4) Create/update in Notion
  • 5) Link and surface
  • References and examples

openai/notion-meeting-intelligence

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/notion-meeting-intelligence/SKILL.md

Function: Prep meetings by pulling Notion context and tailoring agendas

When to use it: use when gathering context, drafting agendas/pre-reads, and tailoring materials to attendees.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Meeting Intelligence
  • Quick start
  • Workflow
  • 0) If any MCP call fails because Notion MCP is not connected, pause and set it up:
  • 1) Gather inputs
  • 2) Choose format
  • 3) Build the agenda/pre-read
  • 4) Enrich with research
  • 5) Finalize and share
  • References and examples

openai/notion-spec-to-implementation

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/notion-spec-to-implementation/SKILL.md

Function: Convert Notion specs into linked implementation plans and tasks

When to use it: use when implementing PRDs/feature specs and creating Notion plans + tasks from them.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Spec to Implementation
  • Quick start
  • Workflow
  • 0) If any MCP call fails because Notion MCP is not connected, pause and set it up:
  • 1) Locate and read the spec
  • 2) Choose plan depth
  • 3) Create tasks
  • 4) Link artifacts
  • 5) Track progress
  • References and examples

Paramchoudhary/ResumeSkills

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/Paramchoudhary/ResumeSkills/blob/main/README.md

Function: 20 specialized skills for resume optimization, ATS analysis, interview prep, and career transitions

When to use it: Use when a task needs the capability described in this catalog entry: 20 specialized skills for resume optimization, ATS analysis, interview prep, and career transitions

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Resume Skills for Claude Code
  • What are Skills?
  • Available Skills
  • Installation
  • Option 1: CLI Install (Recommended)
  • Option 2: Manual Install
  • Option 3: Direct Download
  • Uninstall
  • Supported AI Agents
  • Usage
  • Skill Categories
  • Resume Optimization
  • Job Search Strategy
  • Supporting Documents
  • Interview & Negotiation
  • Specialized Roles

This catalog entry points to a collection. The scanned repository lists 22 distinct skill-file paths.

Sample members: executive-resume-writer · interview-prep-generator · job-description-analyzer · linkedin-profile-optimizer · offer-comparison-analyzer · portfolio-case-study-writer · reference-list-builder · academic-cv-builder
More members are available in the source repository.

pattern-ai-labs/agentcall

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/pattern-ai-labs/agentcall/blob/main/SKILL.md

Function: Let your AI agents join Google Meet, Zoom, Teams calls and collaborate like a real team-mate.

When to use it: Use when asked to join a call, attend a meeting, or participate in a video conference.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • join-meeting
  • Prerequisites
  • API Key Setup
  • User Preferences
  • Usage
  • Options
  • Bot Naming
  • Modes Explained
  • audio (default)
  • webpage-audio
  • webpage-av
  • webpage-av-screenshare
  • Which mode should I use?
  • How the Tunnel Works (Webpage Modes)
  • Tunnel Authentication
  • Mic Permissions (Webpage Modes)

resend/agent-email-inbox

Catalog entry: Skills by Resend
Source documentation: https://github.com/resend/resend-skills/blob/main/skills/agent-email-inbox/SKILL.md

Function: AI agent email inbox management

When to use it: Use when building any system where email content triggers actions — AI agent inboxes, automated support handlers, email-to-task pipelines, or any workflow processing untrusted inbound email. Always use this skill when the user wants to receive emails and act on them programmatically, even if they don’t mention “agent” — the skill contains critical security patterns (sender allowlists, content filtering, sandboxed processing) that prevent untrusted email from controlling your system.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • AI Agent Email Inbox
  • Overview
  • Why Webhook-Based Receiving?
  • Architecture
  • SDK Version Requirements
  • Quick Start
  • Before You Start: Account & API Key Setup
  • First Question: New or Existing Resend Account?
  • Creating API Keys Securely
  • API Key Permissions
  • Domain Setup
  • Option 1: Receiving on the Domain (Recommended)
  • Option 2: Forwarding
  • Create the Inbox
  • Security Levels
  • Level 1: Strict Allowlist (Recommended)

resend/resend

Catalog entry: Skills by Resend
Source documentation: https://github.com/resend/resend-skills/blob/main/skills/resend/SKILL.md

Function: Send and manage emails via the Resend API

When to use it: Use when working with the Resend email API — sending transactional emails (single or batch), receiving inbound emails via webhooks, managing email templates, tracking delivery events, managing domains, contacts, broadcasts, webhooks, API keys, inboxes (threads, labels, drafts, replies), automations, events, viewing API request logs, checking account usage and quotas, or setting up the Resend SDK. Always use this skill when the user mentions Resend, even for simple tasks like “send an email with Resend” — the skill contains critical gotchas (idempotency keys, webhook verification, template variable syntax) that pr

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Resend
  • Quick Send — Node.js
  • Quick Send — Python
  • Single vs Batch Decision
  • Idempotency Keys (Critical for Retries)
  • Quick Receive (Node.js)
  • What Do You Need?
  • SDK Version Requirements
  • Common Setup
  • API Key
  • Detect Project Language
  • Common Mistakes
  • Cross-Cutting Concerns
  • Send + Receive Together
  • AI Agent Inbox
  • Marketing Emails

Sendmux/skills

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/Sendmux/skills/blob/main/README.md

Function: Sendmux email and mailbox workflows for agents

When to use it: Use when a task needs the capability described in this catalog entry: Sendmux email and mailbox workflows for agents

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Sendmux Agent Skills
  • Marketplace install
  • Direct Agent Skills install
  • What This Pack Teaches
  • Skills Catalogue
  • Target matrix
  • Development

This catalog entry points to a collection. The scanned repository lists 11 distinct skill-file paths.

Sample members: agent-email-inbox · email-for-ai-agents · sendmux-attachments · sendmux-cli · sendmux-email-for-agents · sendmux-getting-started · sendmux-mailbox-agent · sendmux-management
More members are available in the source repository.

trycourier/courier-skills

Catalog entry: Skills by Courier
Source documentation: https://github.com/trycourier/courier-skills/blob/main/skills/courier/SKILL.md

Function: Multi-channel notifications via email, SMS, push, and chat

When to use it: Use when building notifications with Courier across email, SMS, push, in-app inbox, Slack, Teams, and WhatsApp: sends, templates, translations, email client previews, Elemental, journeys, preferences, routing, CLI and MCP.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Courier
  • The Model
  • How to Use This Skill
  • Addressing a Send
  • Canonical SDK Shape
  • Common operations
  • Writing a user profile
  • Universal Rules
  • See also (not duplicated here)
  • Debugging a Delivery Failure
  • Verifying Against Live Sources
  • Where to Look
  • Not covered here

typefully/typefully

Catalog entry: Skills by Typefully
Source documentation: https://github.com/typefully/agent-skills/blob/main/skills/typefully/SKILL.md

Function: Create, schedule, and publish social media content across X, LinkedIn, Threads, Bluesky, and Mastodon

When to use it: use this skill when asked to draft, schedule, post, or check tweets, posts, threads, or social media content for Twitter/X, LinkedIn, Threads, Bluesky, Mastodon, or Substack Notes, or when the user drops a Typefully draft URL such as https://typefully\.com/?a=\<social_set_id>&d=<draft_id>.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Typefully Skill
  • Dropped Typefully draft URLs
  • Reference guides
  • 1. Choose a social set
  • 2. Create drafts
  • One draft per post — always
  • Scratchpad notes
  • Link previews
  • 3. Schedule & publish
  • Common actions
  • Commands
  • User & social sets
  • Drafts
  • Scheduling & publishing
  • Queue
  • Tags

vanshyadav1408/linkedin-outreach

Catalog entry: Marketing
Source documentation: https://github.com/vanshyadav1408/Omentir/blob/main/plugins/omentir/skills/linkedin-outreach/SKILL.md

Function: LinkedIn prospecting, scoring, and outreach drafts through Omentir MCP

When to use it: Use when a task needs the capability described in this catalog entry: LinkedIn prospecting, scoring, and outreach drafts through Omentir MCP

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • LinkedIn outreach through Omentir
  • First calls
  • Finding people
  • Sending
  • Grok Bot

Back to the category index

本分类中文版

Posted Updated Agent Skills / Design & Frontend2 hours read (About 19415 words)

Design & Frontend | Agent Skills

Design & Frontend

Design and frontend skills guide interface implementation, visual design, interaction, and frontend-framework workflows.

Catalog snapshot: November 2, 2026

Category menu

Skills in this category

AbubakrChan/product-launch-motion

Catalog entry: Marketing
Source documentation: https://github.com/AbubakrChan/product-launch-motion/blob/main/SKILL.md

Function: Website URL to 60 fps launch video with music.

When to use it: Use when asked to make a launch video, product film, motion design piece, UI motion reel, Dribbble-style UI animation or animated brand/logo sting — anything rendered to MP4 from HTML with a cursor, morphing UI, springs, beat-synced music and SFX. Carries Chan’s full creative direction (one shape never cut, blur content swaps, springs, real data, logo slams, no creative limits) and the proven build/render pipeline (pure seek(t), closed-form springs, Playwright subframes, ffmpeg tmix, numpy beat grid).

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Motion design launch videos
  • The stance: you are the director
  • Non-negotiable motion rules
  • Look
  • Content
  • Process
  • Gotchas that cost hours
  • Output

aklofas/kicad-happy

Catalog entry: Specialized Domains
Source documentation: https://github.com/aklofas/kicad-happy/blob/main/README.md

Function: AI-powered KiCad electronics design review and analysis

When to use it: Use when a task needs the capability described in this catalog entry: AI-powered KiCad electronics design review and analysis

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • ⚡ kicad-happy
  • 🔬 What it looks like in practice
  • 🚀 Install
  • Release candidates
  • ⚙️ GitHub Action
  • 📦 Skills
  • 🖐️ Ask about specific circuits
  • What the analysis covers
  • 🔬 SPICE simulation
  • 📡 EMC pre-compliance
  • 📄 Datasheets — sync and extract
  • 📋 BOM management — from schematic to order
  • 🏭 Manufacturing
  • 🗺️ Workflow
  • Optional setup
  • ✅ KiCad version support

This catalog entry points to a collection. The scanned repository lists 11 distinct skill-file paths.

Sample members: bom · datasheets · digikey · element14 · emc · jlcpcb · kicad · lcsc
More members are available in the source repository.

Alisa0808/vibe-creating-skill

Catalog entry: Specialized Domains
Source documentation: https://github.com/Alisa0808/vibe-creating-skill/blob/main/skills/vibe-creating-prompt/SKILL.md

Function: Rewrites a rough idea or shot script into text-to-video prompts

When to use it: Use when a user wants to turn an idea, story, feeling, or rough/over-specified prompt into a strong text-to-video prompt (Seedance, Sora, Kling, Veo, Runway, etc.), or asks to “rewrite”, “improve”, “clean up”, or “vibe-ify” a video prompt. Do NOT use for long narrative films that need precise word-for-word dialogue sync, industrial shot lists meant to be executed verbatim, or functional/UI demos and step-by-step tutorials.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Vibe Creating Prompt Skill
  • Overview
  • Quick Start
  • Decision Framework — Scenario × Expression × Information
  • Scenario fit (S)
  • Expression form (E)
  • Routing matrix (default action per cell)
  • Four hard routing rules
  • Information-density check (I)
  • Interaction Policy
  • Camera Language Policy
  • Sound & Constraint Priority
  • Rewrite Modes
  • Output Rules
  • Length & form
  • User-visible format

allxsmith/bestax

Catalog entry: Development and Testing
Source documentation: https://github.com/allxsmith/bestax/blob/main/skills/README.md

Function: Build Bulma React pages, forms, and themes with Bestax

When to use it: Use when a task needs the capability described in this catalog entry: Build Bulma React pages, forms, and themes with Bestax

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • bestax-bulma Agent Skills
  • Skills
  • Install
  • Layout
  • See also

This catalog entry points to a collection. The scanned repository lists 7 distinct skill-file paths.

Sample members: bestax-custom-component · bestax-form · bestax-icons · bestax-layout-scaffold · bestax-migrate · bestax-optimize · bestax-theming

angular/angular-developer

Catalog entry: Skills by Angular
Source documentation: https://github.com/angular/skills/blob/main/angular-developer/SKILL.md

Function: Generate Angular code and architectural guidance for components, services, reactivity

When to use it: Use when a task needs the capability described in this catalog entry: Generate Angular code and architectural guidance for components, services, reactivity

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Angular Developer Guidelines
  • Creating New Projects
  • Components
  • Reactivity and Data Management
  • HTTP Communication
  • Forms
  • Dependency Injection
  • Pipes
  • Angular Aria
  • Routing
  • Styling and Animations
  • Testing
  • Tooling

anthropics/algorithmic-art

Catalog entry: Official Claude Skills
Source documentation: https://github.com/anthropics/skills/blob/main/skills/algorithmic-art/SKILL.md

Function: Create generative art using p5.js with seeded randomness

When to use it: Turning a vague aesthetic concept into a runnable generative art sketch Exploring flow fields and particle systems through interactive seed navigation Building a series of algorithmic prints from a single parametric algorithm Generating unique visual outputs reproducibly using seed-based randomness Prototyping computational art concepts with tunable sliders and real-time feedback

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • ALGORITHMIC PHILOSOPHY CREATION
  • THE CRITICAL UNDERSTANDING
  • HOW TO GENERATE AN ALGORITHMIC PHILOSOPHY
  • PHILOSOPHY EXAMPLES
  • ESSENTIAL PRINCIPLES
  • DEDUCING THE CONCEPTUAL SEED
  • P5.JS IMPLEMENTATION
  • ⚠️ STEP 0: READ THE TEMPLATE FIRST ⚠️
  • TECHNICAL REQUIREMENTS
  • CRAFTSMANSHIP REQUIREMENTS
  • OUTPUT FORMAT
  • INTERACTIVE ARTIFACT CREATION
  • CRITICAL: WHAT’S FIXED VS VARIABLE
  • REQUIRED FEATURES
  • USING THE ARTIFACT
  • VARIATIONS & EXPLORATION

anthropics/brand-guidelines

Catalog entry: Official Claude Skills
Source documentation: https://github.com/anthropics/skills/blob/main/skills/brand-guidelines/SKILL.md

Function: Apply Anthropic’s brand colors and typography to artifacts

When to use it: Use it when brand colors or style guidelines, visual formatting, or company design standards apply.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Anthropic Brand Styling
  • Overview
  • Brand Guidelines
  • Colors
  • Typography
  • Features
  • Smart Font Application
  • Text Styling
  • Shape and Accent Colors
  • Technical Details
  • Font Management
  • Color Application

anthropics/canvas-design

Catalog entry: Official Claude Skills
Source documentation: https://github.com/anthropics/skills/blob/main/skills/canvas-design/SKILL.md

Function: Design visual art in PNG and PDF formats

When to use it: use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists’ work to avoid copyright violations.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • DESIGN PHILOSOPHY CREATION
  • THE CRITICAL UNDERSTANDING
  • HOW TO GENERATE A VISUAL PHILOSOPHY
  • PHILOSOPHY EXAMPLES
  • ESSENTIAL PRINCIPLES
  • DEDUCING THE SUBTLE REFERENCE
  • CANVAS CREATION
  • FINAL STEP
  • MULTI-PAGE OPTION

anthropics/frontend-design

Catalog entry: Official Claude Skills
Source documentation: https://github.com/anthropics/skills/blob/main/skills/frontend-design/SKILL.md

Function: Frontend design and UI/UX development tools

When to use it: Building a landing page that avoids the standard gradient-hero-with-Inter-font template Styling a React dashboard to match a brutalist or editorial aesthetic instead of a Material UI default Generating HTML/CSS layouts with custom typography pairings and motion effects Prototyping a web component with scroll-triggered animations and a deliberate color system Converting a plain UI mockup into a visually distinct, cohesive page with atmospheric backgrounds

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Frontend Design
  • Ground your designs in the subject matter
  • Design principles
  • Process: plan, review against the brief, build, critique
  • Restraint and self-critique
  • More on writing in design

anthropics/slack-gif-creator

Catalog entry: Official Claude Skills
Source documentation: https://github.com/anthropics/skills/blob/main/skills/slack-gif-creator/SKILL.md

Function: Create animated GIFs optimized for Slack size constraints

When to use it: Use when users request animated GIFs for Slack like “make me a GIF of X doing Y for Slack.“

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Slack GIF Creator
  • Slack Requirements
  • Core Workflow
  • Drawing Graphics
  • Working with User-Uploaded Images
  • Drawing from Scratch
  • Making Graphics Look Good
  • Available Utilities
  • GIFBuilder (`core.gif_builder`)
  • Validators (`core.validators`)
  • Easing Functions (`core.easing`)
  • Frame Helpers (`core.frame_composer`)
  • Animation Concepts
  • Shake/Vibrate
  • Pulse/Heartbeat
  • Bounce

anthropics/theme-factory

Catalog entry: Official Claude Skills
Source documentation: https://github.com/anthropics/skills/blob/main/skills/theme-factory/SKILL.md

Function: Style artifacts with professional themes or generate custom themes

When to use it: Applying a consistent color scheme to a client-facing slide deck Restyling a generated HTML landing page to match a brand’s tone Switching a report from a corporate grayscale look to warm earth tones Generating a custom theme from a brief description like ‘dark tech with blue accents’ Browsing 10 named themes visually before picking one for a presentation

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Theme Factory Skill
  • Purpose
  • Usage Instructions
  • Themes Available
  • Theme Details
  • Application Process
  • Create your Own Theme

anthropics/web-artifacts-builder

Catalog entry: Official Claude Skills
Source documentation: https://github.com/anthropics/skills/blob/main/skills/web-artifacts-builder/SKILL.md

Function: Build complex claude.ai HTML artifacts with React and Tailwind

When to use it: Building a multi-step form wizard with shadcn/ui components as a claude.ai artifact Bundling a React dashboard with charts and filters into a single shareable HTML file Scaffolding a new artifact project with Tailwind and 40+ shadcn/ui components already wired up Converting a Vite + TypeScript project into an inline artifact with no external dependencies Iterating on a stateful UI prototype directly inside a Claude conversation

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Web Artifacts Builder
  • Design & Style Guidelines
  • Quick Start
  • Step 1: Initialize Project
  • Step 2: Develop Your Artifact
  • Step 3: Bundle to Single HTML File
  • Step 4: Share Artifact with User
  • Step 5: Testing/Visualizing the Artifact (Optional)
  • Reference

apollographql/apollo-client

Catalog entry: Skills by Apollo GraphQL
Source documentation: https://github.com/apollographql/skills/blob/main/skills/apollo-client/SKILL.md

Function: Build React applications with Apollo Client 4

When to use it: Use this skill when: (1) setting up Apollo Client in a React project, (2) writing GraphQL queries or mutations with hooks, (3) configuring caching or cache policies, (4) managing local state with reactive variables, (5) troubleshooting Apollo Client errors or performance issues.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Apollo Client 4.x Guide
  • Integration Guides
  • Quick Reference
  • Basic Query
  • Basic Mutation
  • Suspense Query
  • Reference Files
  • Key Rules
  • Query Best Practices
  • Mutation Best Practices
  • Caching Best Practices
  • Performance
  • Ground Rules

assafkip/claudemy

Catalog entry: Specialized Domains
Source documentation: https://github.com/assafkip/claudemy/blob/main/skills/claudemy/SKILL.md

Function: Any topic into 2-minute audio lessons with cited sources

When to use it: Use when a task needs the capability described in this catalog entry: Any topic into 2-minute audio lessons with cited sources

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Claudemy
  • Inputs
  • Workspace
  • Before starting
  • Step 1. Map the topic
  • Step 2. Build the reading list
  • Person mode
  • Step 3. Read
  • Step 4. Agreement map
  • Step 5. The lesson plan
  • Step 6. One sample lesson first
  • Step 7. The rest
  • Reporting
  • Lesson design defaults
  • Honesty rules (they apply at every step)

callstackincubator/react-native-best-practices

Catalog entry: Skills by CallStack
Source documentation: https://github.com/callstackincubator/agent-skills/blob/main/skills/react-native-best-practices/SKILL.md

Function: Performance optimization for React Native apps from Callstack

When to use it: Replacing ScrollView with FlashList to fix list scroll jank Analyzing JS bundle with source-map-explorer to find bloated dependencies Measuring cold-start TTI and cutting it with Hermes mmap and native navigation Migrating a slow native module to async Turbo Module with background threading Tracking down JS or native memory leaks during a performance review

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • React Native Best Practices
  • Overview
  • When to Apply
  • Security Notes
  • Priority-Ordered Guidelines
  • Quick Reference
  • Optimization Workflow
  • Review Guardrails
  • Critical: FPS & Re-renders
  • Critical: Bundle Size
  • High: TTI Optimization
  • High: Native Performance
  • References
  • JavaScript/React (`js-*`)
  • Native (`native-*`)
  • Bundling (`bundle-*`)

callstackincubator/upgrading-react-native

Catalog entry: Skills by CallStack
Source documentation: https://github.com/callstackincubator/agent-skills/blob/main/skills/upgrading-react-native/SKILL.md

Function: React Native upgrade workflow: templates, dependencies, and common pitfalls

When to use it: Use when upgrading React Native, bumping RN version, updating from RN 0.x to 0.y, or migrating Expo SDK alongside a React Native upgrade.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Upgrading React Native
  • Overview
  • Typical Upgrade Sequence
  • When to Apply
  • Quick Reference
  • Problem → Skill Mapping

csthink/dashmotion

Catalog entry: Development and Testing
Source documentation: https://github.com/csthink/dashmotion/blob/main/skills/dashmotion/SKILL.md

Function: Animated technical diagrams from plain English or Mermaid, self-contained HTML/SVG

When to use it: Use this skill whenever the user asks for a flowchart, workflow, pipeline, process diagram, state machine, system architecture, infrastructure, cloud, microservices, or network topology diagram — and especially when they mention “animated”, “flowing”, “dynamic”, “alive”, “GIF-like”, or want a diagram for a landing page, README, docs, or product demo. Also use it to convert Mermaid source (a mermaid code block or .mmd file) into an animated diagram — “animate this mermaid”, “make this flowchart move”. Prefer this over static diagram output whenever the diagram represents anything that moves: requests, events, data

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Dashmotion
  • Step 1 — Pick the mode
  • Step 2 — The two animation contracts (both modes)
  • Flowing dashed connectors — `stroke-dashoffset`
  • Traveling dots — ``
  • Step 3 — Shared design tokens
  • Step 4 — Accessibility & motion (non-negotiable)
  • Step 5 — Produce the file
  • GIF/MP4 export (only if asked)
  • Step 6 — Structural self-check (before delivering)
  • Output contract

degausai/wonda

Catalog entry: Marketing
Source documentation: https://github.com/degausai/wonda/blob/main/skills/wonda-cli/SKILL.md

Function: AI content creation: images, video, music, audio, editing, publishing

When to use it: Use when a task needs the capability described in this catalog entry: AI content creation: images, video, music, audio, editing, publishing

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Wonda CLI
  • Install
  • Setup
  • OAuth connector auth
  • Claude Cowork local relay
  • Organizations & spend context
  • Projects (spend tagging)
  • Access tiers
  • Voice cloning
  • Credentials vault
  • Global output flags
  • CLI announcements & deprecation warnings
  • WAB / Wonda Automation Browser (`wonda wab`)
  • Action rate limits
  • Config keys
  • How to think about content creation

dreammis/alipay-upload

Catalog entry: Marketing
Source documentation: https://github.com/dreammis/social-auto-upload/blob/main/skills/alipay-upload/SKILL.md

Function: Publish video posts to Alipay Life Services

When to use it: Use when 用户要向支付宝生活号发布视频或检查创作账号状态。

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • 支付宝生活号视频发布

dreammis/douyin-upload

Catalog entry: Marketing
Source documentation: https://github.com/dreammis/social-auto-upload/blob/main/skills/douyin-upload/SKILL.md

Function: Publish videos and image-text posts to Douyin

When to use it: Use when a task needs the capability described in this catalog entry: Publish videos and image-text posts to Douyin

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • 抖音上传 Skill
  • 功能概览
  • 默认工作流
  • 支持动作
  • 命令选择建议
  • 执行前检查
  • 参考文档

dreammis/facebook-upload

Catalog entry: Marketing
Source documentation: https://github.com/dreammis/social-auto-upload/blob/main/skills/facebook-upload/SKILL.md

Function: Publish video and image posts to Facebook profiles

When to use it: Use when a task needs the capability described in this catalog entry: Publish video and image posts to Facebook profiles

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Facebook 个人主页发布与删除
  • 示例脚本

dreammis/hupu-upload

Catalog entry: Marketing
Source documentation: https://github.com/dreammis/social-auto-upload/blob/main/skills/hupu-upload/SKILL.md

Function: Publish video posts to Hupu

When to use it: Use when 用户要向虎扑发布视频或检查虎扑账号状态。

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • 虎扑视频发布

dreammis/kuaishou-upload

Catalog entry: Marketing
Source documentation: https://github.com/dreammis/social-auto-upload/blob/main/skills/kuaishou-upload/SKILL.md

Function: Publish videos and image-text posts to Kuaishou

When to use it: Use when a task needs the capability described in this catalog entry: Publish videos and image-text posts to Kuaishou

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • 快手上传 Skill
  • 功能概览
  • 默认工作流
  • 支持动作
  • 命令选择建议
  • 执行前检查
  • 参考文档

dreammis/meta-upload

Catalog entry: Marketing
Source documentation: https://github.com/dreammis/social-auto-upload/blob/main/skills/meta-upload/SKILL.md

Function: Schedule videos and image posts to Facebook Pages

When to use it: Use when a task needs the capability described in this catalog entry: Schedule videos and image posts to Facebook Pages

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Facebook Page 发布与删除
  • 示例脚本

dreammis/xiaohongshu-upload

Catalog entry: Marketing
Source documentation: https://github.com/dreammis/social-auto-upload/blob/main/skills/xiaohongshu-upload/SKILL.md

Function: Publish videos and image-text posts to Xiaohongshu

When to use it: Use when a task needs the capability described in this catalog entry: Publish videos and image-text posts to Xiaohongshu

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • 小红书上传 Skill
  • 功能概览
  • 默认工作流
  • 支持动作
  • 命令选择建议
  • 执行前检查
  • 参考文档

drogers0/github-image-upload

Catalog entry: Development and Testing
Source documentation: https://github.com/drogers0/gh-image/blob/main/skills/github-image-upload/SKILL.md

Function: Attach screenshots, PDFs, logs, zips, and videos to GitHub PRs, issues, and comments, returning canonical user-attachments URLs. GitHub has no public attachment-upload API. Works with Claude Code, Codex, Cursor, and Gemini CLI

When to use it: Use when asked to “attach a screenshot to the PR”, “add an image to the PR description”, “put this image in the issue”, “attach this PDF/log/zip to the issue”, “show test results in the PR”, “embed before/after screenshots”, or any request to visually document or attach files to changes on GitHub. Powered by the `gh-image` gh CLI extension.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • gh pr/issue edit and comment are listed for hosts that check each pipeline stage;
  • whole-string matchers resolve them via the leading printf.
  • Upload images and files to GitHub (gh-image)
  • Prerequisites
  • Step 1 — Resolve the path
  • Step 2 — Confirm, then post
  • Step 3 — Embed
  • Step 4 — Verify
  • Sizing (optional)
  • Going the other way
  • Troubleshooting

expo/building-native-ui

Catalog entry: Skills by Expo Team
Source documentation: https://github.com/expo/skills/blob/main/README.md

Function: Build apps with Expo Router, styling, components, navigation, and animations

When to use it: Structuring tab and stack navigation using NativeTabs and Expo Router file conventions Adding context menus and link previews to navigation elements following iOS conventions Building form sheets with dynamic detents and transparent liquid glass backgrounds Integrating SF Symbols via expo-image and platform-native controls like Switch and DateTimePicker Setting up scroll-driven animations and zoom transitions for iOS 18+ navigation flows

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • How It Works
  • Installation
  • Skills CLI
  • Claude Code Plugin
  • Codex Plugin
  • Updating
  • Try It
  • Skills Included
  • Start Here
  • Framework (open source)
  • Services & paid distribution
  • Experimental
  • Expo MCP Server
  • FAQ
  • Which AI coding agents are supported?
  • Should I install the skills or the plugin?

expo/expo-tailwind-setup

Catalog entry: Skills by Expo Team
Source documentation: https://github.com/expo/skills/blob/main/README.md

Function: Set up Tailwind CSS v4 in Expo with NativeWind v5

When to use it: Adding Tailwind utility classes to React Native components without a babel preset Setting up platform-specific font and color variables that resolve to iOS system colors on device Migrating an Expo project from NativeWind v4 and Tailwind v3 to the CSS-first v4 setup Building shared View, Text, and ScrollView wrappers that accept className props Using CSS variables like --sf-blue in JavaScript via the useCSSVariable hook

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • How It Works
  • Installation
  • Skills CLI
  • Claude Code Plugin
  • Codex Plugin
  • Updating
  • Try It
  • Skills Included
  • Start Here
  • Framework (open source)
  • Services & paid distribution
  • Experimental
  • Expo MCP Server
  • FAQ
  • Which AI coding agents are supported?
  • Should I install the skills or the plugin?

expo/expo-ui-jetpack-compose

Catalog entry: Skills by Expo Team
Source documentation: https://github.com/expo/skills/blob/main/README.md

Function: Jetpack Compose UI components for Expo

When to use it: Rendering a scrollable list with LazyColumn instead of FlatList for native Android performance Adding Material Design 3 buttons, text fields, and chips to an Expo Android screen Applying Compose modifiers like padding and fillMaxWidth to layout components from JavaScript Displaying Android XML vector drawable icons from Material Symbols in a React Native view Building a native Android form with Material 3 theming that matches platform conventions

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • How It Works
  • Installation
  • Skills CLI
  • Claude Code Plugin
  • Codex Plugin
  • Updating
  • Try It
  • Skills Included
  • Start Here
  • Framework (open source)
  • Services & paid distribution
  • Experimental
  • Expo MCP Server
  • FAQ
  • Which AI coding agents are supported?
  • Should I install the skills or the plugin?

expo/expo-ui-swift-ui

Catalog entry: Skills by Expo Team
Source documentation: https://github.com/expo/skills/blob/main/README.md

Function: SwiftUI components for Expo

When to use it: Rendering a SwiftUI List inside a React Native screen Wrapping React Native Pressable components inside a SwiftUI VStack with RNHostView Applying SwiftUI modifiers like padding or foregroundColor to native views Mixing SwiftUI layout containers with existing React Native UI Extending the component set with a local Expo module when a required SwiftUI view is missing

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • How It Works
  • Installation
  • Skills CLI
  • Claude Code Plugin
  • Codex Plugin
  • Updating
  • Try It
  • Skills Included
  • Start Here
  • Framework (open source)
  • Services & paid distribution
  • Experimental
  • Expo MCP Server
  • FAQ
  • Which AI coding agents are supported?
  • Should I install the skills or the plugin?

fal-ai-community/fal-3d

Catalog entry: Skills by fal.ai Team
Source documentation: https://github.com/fal-ai-community/skills/blob/main/README.md

Function: Generate 3D models from text or images

When to use it: Turning product photos into 3D assets for an online store Creating game-ready meshes from concept art sketches Building 3D printable models from a text description Converting reference images of furniture into 3D previews for interior mockups Prototyping 3D props for a scene without opening modeling software

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • fal.ai Skills
  • Current system
  • Skills
  • Core
  • Umbrellas, knowledge organized by modality, family, or use case
  • Production skills
  • Workflow and vertical skills
  • Setup
  • 1. Get an API key
  • 2. Install genmedia
  • 3. Install skills
  • Skill format
  • License

fal-ai-community/fal-audio

Catalog entry: Skills by fal.ai Team
Source documentation: https://github.com/fal-ai-community/skills/blob/main/README.md

Function: Text-to-speech and speech-to-text using fal.ai audio models

When to use it: Generating voiceovers for short videos or presentations Transcribing recorded meetings with speaker identification Converting blog posts into audio format for listeners Adding multilingual narration to product demos Getting text transcripts from podcast episodes

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • fal.ai Skills
  • Current system
  • Skills
  • Core
  • Umbrellas, knowledge organized by modality, family, or use case
  • Production skills
  • Workflow and vertical skills
  • Setup
  • 1. Get an API key
  • 2. Install genmedia
  • 3. Install skills
  • Skill format
  • License

fal-ai-community/fal-generate

Catalog entry: Skills by fal.ai Team
Source documentation: https://github.com/fal-ai-community/skills/blob/main/README.md

Function: Generate images and videos using fal.ai AI models

When to use it: Turning a text description into a product mockup image Creating short video clips from a still photo Batch generating multiple image variations for a design concept Searching fal.ai’s model library to find the right generator for a task Converting a landscape photo into a slow-zoom video

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • fal.ai Skills
  • Current system
  • Skills
  • Core
  • Umbrellas, knowledge organized by modality, family, or use case
  • Production skills
  • Workflow and vertical skills
  • Setup
  • 1. Get an API key
  • 2. Install genmedia
  • 3. Install skills
  • Skill format
  • License

fal-ai-community/fal-image-edit

Catalog entry: Skills by fal.ai Team
Source documentation: https://github.com/fal-ai-community/skills/blob/main/README.md

Function: AI-powered image editing with style transfer and object removal

When to use it: Removing unwanted objects or people from a photo before posting Swapping a portrait background to something more fitting Applying an artistic style to a product photo Filling in a masked region of an image with new content Turning a regular photo into anime or illustration style

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • fal.ai Skills
  • Current system
  • Skills
  • Core
  • Umbrellas, knowledge organized by modality, family, or use case
  • Production skills
  • Workflow and vertical skills
  • Setup
  • 1. Get an API key
  • 2. Install genmedia
  • 3. Install skills
  • Skill format
  • License

fal-ai-community/fal-kling-o3

Catalog entry: Skills by fal.ai Team
Source documentation: https://github.com/fal-ai-community/skills/blob/main/README.md

Function: Generate images and videos with Kling O3 — Kling’s most powerful model family

When to use it: Turning a text prompt into a short video clip for a social media post Converting a product photo into a rotating video showcase Restyling an existing video with a watercolor or anime look Creating cinematic landscape images from text descriptions Editing specific elements in a video like swapping the background sky

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • fal.ai Skills
  • Current system
  • Skills
  • Core
  • Umbrellas, knowledge organized by modality, family, or use case
  • Production skills
  • Workflow and vertical skills
  • Setup
  • 1. Get an API key
  • 2. Install genmedia
  • 3. Install skills
  • Skill format
  • License

fal-ai-community/fal-lip-sync

Catalog entry: Skills by fal.ai Team
Source documentation: https://github.com/fal-ai-community/skills/blob/main/README.md

Function: Create talking head videos and lip sync audio to video

When to use it: Turning a headshot into a speaking video for a product demo Dubbing an existing video with a different language audio track Creating a virtual presenter from a single photo and a script Re-syncing dialogue in a video after re-recording voiceover Making a still portrait deliver a spoken message for social media

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • fal.ai Skills
  • Current system
  • Skills
  • Core
  • Umbrellas, knowledge organized by modality, family, or use case
  • Production skills
  • Workflow and vertical skills
  • Setup
  • 1. Get an API key
  • 2. Install genmedia
  • 3. Install skills
  • Skill format
  • License

fal-ai-community/fal-platform

Catalog entry: Skills by fal.ai Team
Source documentation: https://github.com/fal-ai-community/skills/blob/main/README.md

Function: Platform APIs for model management, pricing, and usage tracking

When to use it: Checking per-image or per-second pricing for a specific fal.ai model before committing to a batch run Reviewing your monthly fal.ai spending filtered by model or date range Estimating the total cost of generating 500 images with Flux before kicking off the job Setting up and rotating your FAL_KEY across projects from the command line Cleaning up old request payloads to keep your fal.ai dashboard tidy

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • fal.ai Skills
  • Current system
  • Skills
  • Core
  • Umbrellas, knowledge organized by modality, family, or use case
  • Production skills
  • Workflow and vertical skills
  • Setup
  • 1. Get an API key
  • 2. Install genmedia
  • 3. Install skills
  • Skill format
  • License

fal-ai-community/fal-realtime

Catalog entry: Skills by fal.ai Team
Source documentation: https://github.com/fal-ai-community/skills/blob/main/README.md

Function: Real-time and streaming AI image generation

When to use it: Previewing logo concepts in real time while adjusting prompts Running quick visual explorations before committing to a full-quality render Building a live image preview into a chat or creative app Generating dozens of prompt variations in rapid succession to find a direction Applying LoRA styles to get fast style-locked drafts

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • fal.ai Skills
  • Current system
  • Skills
  • Core
  • Umbrellas, knowledge organized by modality, family, or use case
  • Production skills
  • Workflow and vertical skills
  • Setup
  • 1. Get an API key
  • 2. Install genmedia
  • 3. Install skills
  • Skill format
  • License

fal-ai-community/fal-restore

Catalog entry: Skills by fal.ai Team
Source documentation: https://github.com/fal-ai-community/skills/blob/main/README.md

Function: Restore and fix image quality — deblur, denoise, fix faces, restore documents

When to use it: Cleaning up old scanned family photos with blur and noise Fixing faces in low-quality group photos before printing Removing haze from landscape shots taken in foggy conditions Making faded or damaged document scans readable again Sharpening product photos taken with a phone camera

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • fal.ai Skills
  • Current system
  • Skills
  • Core
  • Umbrellas, knowledge organized by modality, family, or use case
  • Production skills
  • Workflow and vertical skills
  • Setup
  • 1. Get an API key
  • 2. Install genmedia
  • 3. Install skills
  • Skill format
  • License

fal-ai-community/fal-train

Catalog entry: Skills by fal.ai Team
Source documentation: https://github.com/fal-ai-community/skills/blob/main/README.md

Function: Train custom AI models (LoRA) on fal.ai for personalized image generation

When to use it: Training a LoRA on your face so AI portraits look like you Creating a custom style model from a set of reference artwork Building a product-specific model for consistent e-commerce visuals Fine-tuning a character model for use across multiple generated scenes Training a LoRA to replicate a specific illustration technique

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • fal.ai Skills
  • Current system
  • Skills
  • Core
  • Umbrellas, knowledge organized by modality, family, or use case
  • Production skills
  • Workflow and vertical skills
  • Setup
  • 1. Get an API key
  • 2. Install genmedia
  • 3. Install skills
  • Skill format
  • License

fal-ai-community/fal-tryon

Catalog entry: Skills by fal.ai Team
Source documentation: https://github.com/fal-ai-community/skills/blob/main/README.md

Function: Virtual try-on — see how clothes look on a person

When to use it: Previewing how a jacket looks on you before buying it online Swapping outfits on model photos for an e-commerce product listing Testing different dress options on the same person photo for a lookbook Comparing how a shirt fits across different body types Generating outfit mockups for a styling client without a physical fitting

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • fal.ai Skills
  • Current system
  • Skills
  • Core
  • Umbrellas, knowledge organized by modality, family, or use case
  • Production skills
  • Workflow and vertical skills
  • Setup
  • 1. Get an API key
  • 2. Install genmedia
  • 3. Install skills
  • Skill format
  • License

fal-ai-community/fal-upscale

Catalog entry: Skills by fal.ai Team
Source documentation: https://github.com/fal-ai-community/skills/blob/main/README.md

Function: Upscale and enhance image and video resolution using AI

When to use it: Upscaling low-res product photos before uploading to an online store Doubling the resolution of old screenshots for a presentation Scaling up AI-generated images that came out too small Restoring detail in compressed video clips Preparing small thumbnails for print-quality output

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • fal.ai Skills
  • Current system
  • Skills
  • Core
  • Umbrellas, knowledge organized by modality, family, or use case
  • Production skills
  • Workflow and vertical skills
  • Setup
  • 1. Get an API key
  • 2. Install genmedia
  • 3. Install skills
  • Skill format
  • License

fal-ai-community/fal-video-edit

Catalog entry: Skills by fal.ai Team
Source documentation: https://github.com/fal-ai-community/skills/blob/main/README.md

Function: Edit existing videos using AI — remix style, upscale, remove background, add audio

When to use it: Restyling a product demo video into an animated or illustrated look Upscaling old low-resolution footage before publishing Removing backgrounds from talking-head clips for compositing Adding ambient sound effects to silent screen recordings Editing out unwanted objects or people from recorded video

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • fal.ai Skills
  • Current system
  • Skills
  • Core
  • Umbrellas, knowledge organized by modality, family, or use case
  • Production skills
  • Workflow and vertical skills
  • Setup
  • 1. Get an API key
  • 2. Install genmedia
  • 3. Install skills
  • Skill format
  • License

fal-ai-community/fal-vision

Catalog entry: Skills by fal.ai Team
Source documentation: https://github.com/fal-ai-community/skills/blob/main/README.md

Function: Analyze images — segment objects, detect, OCR, describe, visual Q&A

When to use it: Extracting text from a screenshot of a receipt or invoice Segmenting a specific object in a photo for further editing Counting items in a product image by running object detection Getting a plain-text description of a chart or diagram Asking a question about the contents of a medical scan or floor plan

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • fal.ai Skills
  • Current system
  • Skills
  • Core
  • Umbrellas, knowledge organized by modality, family, or use case
  • Production skills
  • Workflow and vertical skills
  • Setup
  • 1. Get an API key
  • 2. Install genmedia
  • 3. Install skills
  • Skill format
  • License

fal-ai-community/fal-workflow

Catalog entry: Skills by fal.ai Team
Source documentation: https://github.com/fal-ai-community/skills/blob/main/README.md

Function: Generate workflow JSON files for chaining AI models

When to use it: Building a text-to-image-to-video pipeline with a single workflow file Chaining an LLM prompt expander with an image generator for better results Creating a workflow that upscales and stylizes user-uploaded photos Generating music and matching visuals from a single text description Connecting a vision model to analyze images then produce edited variants

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • fal.ai Skills
  • Current system
  • Skills
  • Core
  • Umbrellas, knowledge organized by modality, family, or use case
  • Production skills
  • Workflow and vertical skills
  • Setup
  • 1. Get an API key
  • 2. Install genmedia
  • 3. Install skills
  • Skill format
  • License

figma/figma-code-connect-components

Catalog entry: Skills by Figma
Source documentation: https://github.com/figma/mcp-server-guide/blob/main/README.md

Function: Connect Figma design components to code components using Code Connect

When to use it: Mapping a Figma Button component to its React counterpart in the codebase Linking a published design system component to its TypeScript implementation Reviewing and confirming component matches before committing Code Connect mappings Resolving unmapped components in a Figma team library Keeping code snippets in Figma’s Dev Mode in sync with actual component files

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Figma MCP Server Guide
  • Features
  • Installation & Setup
  • Connect to the Figma MCP server
  • Prompting your MCP client
  • Tools and skills
  • MCP best practices
  • Structure your Figma file for better code
  • Write effective prompts to guide the AI
  • Trigger specific tools when needed
  • Add custom rules
  • Break down large selections
  • Bringing Make context to your agent
  • How it works
  • Example workflow
  • Icon Guidelines

figma/figma-create-design-system-rules

Catalog entry: Skills by Figma
Source documentation: https://github.com/figma/mcp-server-guide/blob/main/README.md

Function: Generate project-specific design system rules for Figma-to-code workflows

When to use it: Writing CLAUDE.md rules that tell agents which layout components to use instead of raw divs Documenting where component files live so agents place new components in the right directories Specifying which values must never be hardcoded and should reference design tokens instead Setting up Cursor rules for a new project before the first Figma-to-code sprint Encoding naming conventions for a design system that hasn’t been written down anywhere

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Figma MCP Server Guide
  • Features
  • Installation & Setup
  • Connect to the Figma MCP server
  • Prompting your MCP client
  • Tools and skills
  • MCP best practices
  • Structure your Figma file for better code
  • Write effective prompts to guide the AI
  • Trigger specific tools when needed
  • Add custom rules
  • Break down large selections
  • Bringing Make context to your agent
  • How it works
  • Example workflow
  • Icon Guidelines

figma/figma-create-new-file

Catalog entry: Skills by Figma
Source documentation: https://github.com/figma/mcp-server-guide/blob/main/skills/figma-create-new-file/SKILL.md

Function: Create a new blank Figma Design or FigJam file

When to use it: use this skill when the user wants to create a new Figma Design, FigJam, or Slides file. You MUST invoke this skill BEFORE every `create_new_file` tool call.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Create a new file in Figma
  • Step 1: Resolve the `planKey` and `editorType`
  • Step 2: Call create_new_file
  • Step 3: (Slides only) Handle the empty grid

figma/figma-generate-design

Catalog entry: Skills by Figma
Source documentation: https://github.com/figma/mcp-server-guide/blob/main/skills/figma-generate-design/SKILL.md

Function: Build or update screens in Figma from code or description using design system components

When to use it: use when the task involves translating an application page, view, or multi-section layout into Figma. Triggers: ‘write to Figma’, ‘create in Figma from code’, ‘push page to Figma’, ‘take this app/page and build it in Figma’, ‘create a screen’, ‘build a landing page in Figma’, ‘update the Figma screen to match code’, ‘convert this modal/dialog/drawer/panel to Figma’. This is the preferred workflow skill whenever the user wants to build or update a full page, modal, dialog, drawer, sidebar, panel, form, dashboard, list, table, card, header, message preview, or other composed product UI in Figma from code or a descr

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Build / Update Screens and Views from Design System
  • HTML-to-Figma Exceptions
  • Skill Boundaries
  • Prerequisites
  • Parallel Workflow with generate_figma_design (Web Apps Only)
  • Required Workflow
  • Step 1: Understand the Deliverable
  • Step 2: Collect Component Keys, Variables, and Styles
  • Step 3: Create the Wrapper Frame
  • Step 4: Customize Covered Sections and Build Missing Sections
  • Step 5: Validate the Full View and Transfer Images
  • Step 6: Updating an Existing View
  • Reference Docs
  • Error Recovery
  • Best Practices

figma/figma-generate-library

Catalog entry: Skills by Figma
Source documentation: https://github.com/figma/mcp-server-guide/blob/main/skills/figma-generate-library/SKILL.md

Function: Build or update a design system library in Figma from a codebase

When to use it: Use when the user wants to create variables/tokens, build component libraries, create individual components with proper variant sets and variable bindings, set up theming (light/dark modes), document foundations, or reconcile gaps between code and Figma. Also use when the user asks to create or generate any component in Figma — even a single one — since components require proper variable foundations, variant states, and design token bindings to be production-quality. This skill teaches WHAT to build and in WHAT ORDER — it complements the `figma-use` skill which teaches HOW to call the Plugin API. Both skills shou

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Design System Builder — Figma MCP Skill
  • 1. Scope and Completion Contract
  • Definition of done
  • Scope changes
  • 2. Scoped Workflow
  • Tokens / foundations
  • Single component or family
  • Full library / design system
  • Reconciliation / update
  • 3. Critical Rules
  • 4. State Management (Required for Long Workflows)
  • 5. Library Discovery and search_design_system — Reuse Decision Matrix
  • 6. Decision Forks
  • 7. Naming Conventions
  • 8. Token Architecture
  • 9. Anti-Patterns

figma/figma-implement-design

Catalog entry: Skills by Figma
Source documentation: https://github.com/figma/mcp-server-guide/blob/main/README.md

Function: Translate Figma designs into production-ready application code with 1:1 fidelity

When to use it: Converting a Figma component URL into a typed React component Pulling design tokens from a Figma file to replace hardcoded style values Rebuilding a multi-state button from a Figma spec without guessing spacing or color Generating a full page layout from a Figma frame URL Syncing an existing component to a revised Figma design after a design update

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Figma MCP Server Guide
  • Features
  • Installation & Setup
  • Connect to the Figma MCP server
  • Prompting your MCP client
  • Tools and skills
  • MCP best practices
  • Structure your Figma file for better code
  • Write effective prompts to guide the AI
  • Trigger specific tools when needed
  • Add custom rules
  • Break down large selections
  • Bringing Make context to your agent
  • How it works
  • Example workflow
  • Icon Guidelines

figma/figma-use

Catalog entry: Skills by Figma
Source documentation: https://github.com/figma/mcp-server-guide/blob/main/skills/figma-use/SKILL.md

Function: Run Figma Plugin API scripts for canvas writes, inspections, variables, and design-system work

When to use it: Creating new frames and components in a Figma file from code Binding design tokens or variables to specific node properties Modifying auto-layout settings across multiple frames at once Reading the file structure to extract node IDs for downstream operations Setting fills, strokes, and typography on nodes without touching the UI

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • use_figma — Figma Plugin API Skill
  • 1. Critical Rules
  • 2. Page Rules (Critical)
  • 3. `return` Is Your Output Channel
  • 4. Editor Mode
  • 5. Efficient APIs — Prefer These Over Verbose Alternatives
  • `node.query(selector)` — CSS-like node search
  • `node.set(props)` — batch property updates
  • `figma.createAutoLayout(direction?, props?)` — auto-layout frames
  • `node.placeholder` — shimmer overlay for AI-in-progress feedback
  • `await node.screenshot(opts?)` — inline screenshots
  • 6. Incremental Workflow (How to Avoid Bugs)
  • Key rules
  • The pattern
  • Suggested step order for complex tasks
  • What to validate at each step

flutter/flutter-animating-apps

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Implement animated effects, transitions, and motion

When to use it: Adding a fade or slide transition between two screens Building a drag-to-dismiss card that snaps back with spring physics Staggering multiple property changes across a single timeline Flying a product image from a list view to a detail page with Hero Replacing a static container with an AnimatedContainer for smooth resizing

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

garrytan/autoplan

Catalog entry: Skills by Garry Tan (gstack)
Source documentation: https://github.com/garrytan/gstack/blob/main/autoplan/SKILL.md

Function: One command, fully reviewed plan: runs CEO → design → eng review automatically

When to use it: Running the full CEO, design, and engineering review on a plan file in one command Getting structured plan feedback before opening a PR without answering 30 intermediate questions Generating a test plan artifact and architecture diagram from a draft feature spec Surfacing disagreements between Claude and Codex on a plan’s architectural decisions Writing deferred scope items from a multi-phase plan review directly to TODOS.md

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Shared preamble (load first)
  • Preamble (run first)
  • Question Tuning (skip entirely if `QUESTION_TUNING: false`)
  • Repo Ownership — See Something, Say Something
  • Search Before Building
  • Telemetry (run last)
  • Step 0: Detect platform and base branch
  • Design Doc Check
  • Prerequisite Skill Offer
  • /autoplan — Auto-Review Pipeline
  • Section index — Read each section when its situation applies
  • The 6 Decision Principles
  • Decision Classification
  • Sequential Execution — MANDATORY
  • What “Auto-Decide” Means
  • Filesystem Boundary — Codex Prompts

garrytan/design-consultation

Catalog entry: Skills by Garry Tan (gstack)
Source documentation: https://github.com/garrytan/gstack/blob/main/design-consultation/SKILL.md

Function: Build a complete design system from scratch with creative risks and realistic product mockups

When to use it: Starting a new web app with no visual identity yet Getting specific font and color recommendations backed by competitive research Generating an HTML preview page showing proposed fonts and palettes applied to real product layouts Writing DESIGN.md so AI tools stop making inconsistent UI choices across sessions Exploring design risks that differentiate a product from others in its category

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Shared preamble (load first)
  • Preamble (run first)
  • Question Tuning (skip entirely if `QUESTION_TUNING: false`)
  • Repo Ownership — See Something, Say Something
  • Search Before Building
  • Telemetry (run last)
  • /design-consultation: Your Design System, Built Together
  • Phase 0: Pre-checks
  • BROWSER SETUP (Aside — run this check BEFORE any browser step)
  • Rules for driving a real browser
  • Browser fallback: gstack’s own headless browser
  • Find the `$B` binary
  • DESIGN SETUP (run this check BEFORE any design mockup command)
  • Prior Learnings
  • Section index — Read each section when its situation applies
  • Phase 1: Product Context

garrytan/design-review

Catalog entry: Skills by Garry Tan (gstack)
Source documentation: https://github.com/garrytan/gstack/blob/main/design-review/SKILL.md

Function: Designer Who Codes: visual audit then fixes with atomic commits and before/after screenshots

When to use it: Catching the 3-column icon-grid layout before a product launch Auditing a feature branch for design regressions against the main branch Getting a letter grade on typography and spacing after a redesign Finding touch targets under 44px that break mobile usability Removing AI slop patterns like centered-everything and blob decorations from a landing page

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Shared preamble (load first)
  • Preamble (run first)
  • Question Tuning (skip entirely if `QUESTION_TUNING: false`)
  • Repo Ownership — See Something, Say Something
  • Search Before Building
  • Telemetry (run last)
  • /design-review: Design Audit → Fix → Verify
  • Setup
  • BROWSER SETUP (Aside — run this check BEFORE any browser step)
  • Rules for driving a real browser
  • Browser fallback: gstack’s own headless browser
  • Find the `$B` binary
  • Translate the Aside scripts step by step
  • What changes without Aside
  • DESIGN SETUP (run this check BEFORE any design mockup command)
  • Prior Learnings

garrytan/plan-design-review

Catalog entry: Skills by Garry Tan (gstack)
Source documentation: https://github.com/garrytan/gstack/blob/main/plan-design-review/SKILL.md

Function: Senior Designer review: rates each design dimension 0-10, explains what a 10 looks like, AI Slop detection

When to use it: Adding empty state specs before an engineer ships “No items found.“ Rating information hierarchy for a dashboard redesign before any code is written Replacing vague “clean card-based UI” descriptions with specific design decisions in a plan Checking a landing page plan against hard rejection criteria like generic 3-column feature grids Generating visual mockup variants from a plan to compare design directions before implementation

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • /plan-design-review: Designer’s Eye Plan Review
  • Scope gate (FIRST — overrides everything below). This is a hard STOP.
  • Shared preamble (load first)
  • Preamble (after scope gate)
  • Skill Invocation During Plan Mode
  • AskUserQuestion Format
  • Self-check before emitting
  • Question Tuning (skip entirely if `QUESTION_TUNING: false`)
  • Repo Ownership — See Something, Say Something
  • Search Before Building
  • Telemetry (run last)
  • Step 0: Detect platform and base branch
  • Design Philosophy
  • The gstack designer
  • Design Principles
  • Priority hierarchy

getsentry/sentry-react-native-sdk

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Full Sentry SDK setup for React Native and Expo

When to use it: Adding @sentry/react-native to an Expo managed app Enabling session replay on a React Native app Wiring profiling into a bare-workflow Expo project Capturing native crashes alongside JS errors Standardizing Sentry across Expo and vanilla RN apps

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-react-sdk

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Full Sentry SDK setup for React (React Router v5-v7, TanStack Router, Redux, Vite, webpack)

When to use it: Adding @sentry/react to a Vite-based app Instrumenting React Router v7 navigation with tracing Wiring TanStack Router into Sentry performance monitoring Enabling session replay on a Redux-powered SPA Standardizing Sentry config across webpack React builds

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

google-labs-code/design-md

Catalog entry: Skills by Google Labs (Stitch)
Source documentation: https://github.com/google-labs-code/design-md

Function: Create and manage DESIGN.md files

When to use it: Capturing a Stitch project’s color roles and hex codes in a single reference file Translating Tailwind border-radius and spacing classes into design-prompt-ready language Documenting typography hierarchy from existing Stitch screen HTML before adding new screens Building a shared DESIGN.md so multiple Stitch-generated screens stay visually consistent Extracting shadow and elevation patterns from a designed screen for use in future prompts

Usage guidance is taken from the skill’s own trigger description or usage section.

No individual SKILL.md was retrieved; this entry is based on the catalog description and available repository README.

google-labs-code/enhance-prompt

Catalog entry: Skills by Google Labs (Stitch)
Source documentation: https://github.com/google-labs-code/enhance-prompt

Function: Improve prompts with design specs and UI/UX vocabulary

When to use it: Fixing a Stitch prompt that generated a layout too generic to use Turning ‘make me a dashboard’ into a structured prompt with sections and color tokens Adding design system context from DESIGN.md before generating a new screen Translating a napkin-sketch description into Stitch-ready component language Preparing a targeted edit prompt that changes one element without breaking the rest

Usage guidance is taken from the skill’s own trigger description or usage section.

No individual SKILL.md was retrieved; this entry is based on the catalog description and available repository README.

google-labs-code/react-components

Catalog entry: Skills by Google Labs (Stitch)
Source documentation: https://github.com/google-labs-code/react-components

Function: Stitch to React components conversion

When to use it: Converting a Stitch screen into a typed React component with isolated hooks and a data file Pulling full-resolution screenshots from Google Cloud Storage using the bundled fetch script Syncing Tailwind config values from Stitch HTML exports into a local style-guide.json Splitting a multi-section design into separate component, hook, and mock data files Running AST validation on generated components to catch missing interfaces or hardcoded styles

Usage guidance is taken from the skill’s own trigger description or usage section.

No individual SKILL.md was retrieved; this entry is based on the catalog description and available repository README.

google-labs-code/remotion

Catalog entry: Skills by Google Labs (Stitch)
Source documentation: https://github.com/google-labs-code/remotion

Function: Generate walkthrough videos from Stitch app designs

When to use it: Generating a video walkthrough of a mobile app design for a client presentation Recording a sequence of onboarding screens as an animated demo without screen recording software Building a product tour video directly from Stitch screens and syncing it with narration Producing frame-accurate design reviews by converting static screens into timed video sequences Automating walkthrough video updates when Stitch screen designs change

Usage guidance is taken from the skill’s own trigger description or usage section.

No individual SKILL.md was retrieved; this entry is based on the catalog description and available repository README.

google-labs-code/shadcn-ui

Catalog entry: Skills by Google Labs (Stitch)
Source documentation: https://github.com/google-labs-code/shadcn-ui

Function: Build UI components with shadcn/ui

When to use it: Adding a shadcn/ui Dialog or Sheet to a Next.js route without hunting for the right Radix imports Customizing a Button component’s variants using cva without touching the upstream source Setting up CSS variable theming for light and dark mode across all shadcn components Scaffolding a login or dashboard block from the shadcn registry into an existing project Debugging import alias errors after adding components to a monorepo or non-standard project structure

Usage guidance is taken from the skill’s own trigger description or usage section.

No individual SKILL.md was retrieved; this entry is based on the catalog description and available repository README.

google-labs-code/stitch-loop

Catalog entry: Skills by Google Labs (Stitch)
Source documentation: https://github.com/google-labs-code/stitch-loop

Function: Iterative design-to-code feedback loop

When to use it: Building out a full site page by page without manual prompting each step Passing context between agent runs using a structured baton file Generating consistent page designs by injecting a shared design system block into every Stitch prompt Wiring navigation links across pages as each new page is added Tracking site progress through a sitemap and roadmap in SITE.md

Usage guidance is taken from the skill’s own trigger description or usage section.

No individual SKILL.md was retrieved; this entry is based on the catalog description and available repository README.

greensock/gsap-react

Catalog entry: Skills by GSAP (GreenSock)
Source documentation: https://github.com/greensock/gsap-skills/blob/main/skills/gsap-react/SKILL.md

Function: React integration with useGSAP hook, refs, gsap.context(), cleanup, and SSR

When to use it: Use when the user wants animation in React or Next.js, or asks about GSAP with React, useGSAP, or cleanup on unmount. Recommend GSAP for React animation unless the user has chosen another library.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • GSAP with React
  • When to Use This Skill
  • Installation
  • Prefer the useGSAP() Hook
  • Refs for Targets
  • Dependency array, scope, and revertOnUpdate
  • gsap.context() in useEffect (when useGSAP isn’t used)
  • Context-Safe Callbacks
  • Server-Side Rendering (Next.js, etc.)
  • Best practices
  • Do Not
  • Learn More

greensock/gsap-scrolltrigger

Catalog entry: Skills by GSAP (GreenSock)
Source documentation: https://github.com/greensock/gsap-skills/blob/main/skills/gsap-scrolltrigger/SKILL.md

Function: ScrollTrigger for scroll-linked animations, pinning, scrub, and refresh handling

When to use it: Use when building or recommending scroll-based animation, parallax, pinned sections, or when the user asks about ScrollTrigger, scroll animations, or pinning. Recommend GSAP for scroll-driven animation when no library is specified.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • GSAP ScrollTrigger
  • When to Use This Skill
  • Registering the Plugin
  • Basic Trigger
  • Key config options
  • ScrollTrigger.batch()
  • ScrollTrigger.scrollerProxy()
  • Scrub
  • Pinning
  • Markers (Development)
  • Timeline + ScrollTrigger
  • Horizontal scroll (containerAnimation)
  • Refresh and Cleanup
  • Official GSAP best practices
  • Do Not
  • Learn More

Catalog entry: Development and Testing
Source documentation: https://github.com/hasuwini77/3d-logo-skill/blob/main/skills/3d-logo/SKILL.md

Function: Turn any logo into a 3D spinning coin React component

When to use it: Use when a task needs the capability described in this catalog entry: Turn any logo into a 3D spinning coin React component

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

HUANGCHIHHUNGLeo/claude-real-video

Catalog entry: Specialized Domains
Source documentation: https://github.com/HUANGCHIHHUNGLeo/claude-real-video/blob/master/skills/claude-real-video/SKILL.md

Function: Scene-aware keyframes plus transcripts so any LLM watches videos

When to use it: Use when the user shares a video URL (YouTube etc.) or local video file and wants it summarized, analyzed, or discussed — Claude can’t ingest video directly, so this skill extracts scene-aware keyframes + transcript first, then reads those.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • claude-real-video — let Claude actually watch a video
  • When to use
  • Requirements
  • Steps
  • Notes

ibelick/ui-skills

Catalog entry: Development and Testing
Source documentation: https://github.com/ibelick/ui-skills/blob/main/README.md

Function: Opinionated, evolving constraints to guide agents when building interfaces

When to use it: Use when a task needs the capability described in this catalog entry: Opinionated, evolving constraints to guide agents when building interfaces

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • UI Skills
  • CLI
  • MCP
  • Playbook
  • License

This catalog entry points to a collection. The scanned repository lists 9 distinct skill-file paths.

Sample members: baseline-ui · component-canvas · create-canvas · create-design-md · fixing-accessibility · fixing-metadata · fixing-motion-performance · improve-ui
More members are available in the source repository.

kgraph57/strategy-consulting-visualization

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/kgraph57/mckinsey-style-visualization-skill/blob/main/SKILL.md

Function: McKinsey-style charts and consulting slide decks

When to use it: Use when turning content into clear strategy-consulting visualizations, including board slides, reports, diagrams, quiet animated decks, or explicit dynamic and interactive decks with clickable evidence, scenario controls, what-if sliders, and deterministic presenter demos.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Strategy Consulting Visualization
  • Purpose
  • Fast Path
  • Use When
  • Do Not Use When
  • Workflow
  • Output Contract
  • Reference-led reproduction
  • Default Visual Standards
  • Marketplace Safety
  • Reference Files
  • HTML to PDF

KhazP/vibe-coding-prompt-template

Catalog entry: Development and Testing
Source documentation: https://github.com/KhazP/vibe-coding-prompt-template/blob/main/README.md

Function: Plan MVPs into PRD, tech design, and AGENTS.md

When to use it: Use when a task needs the capability described in this catalog entry: Plan MVPs into PRD, tech design, and AGENTS.md

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Start a project
  • 1. Research your idea
  • 2. Define the MVP
  • 3. Choose the technical approach
  • 4. Set up your coding assistant
  • 5. Build one useful piece
  • Optional skills and CLI
  • When you need more detail
  • Common questions
  • Built with this workflow
  • Contributing
  • License

This catalog entry points to a collection. The scanned repository lists 11 distinct skill-file paths.

Sample members: vibe-agents · vibe-build · vibe-change · vibe-debug · vibe-handoff · vibe-prd · vibe-research · vibe-review
More members are available in the source repository.

Leonxlnx/taste-skill

Catalog entry: Development and Testing
Source documentation: https://github.com/Leonxlnx/taste-skill/blob/main/skills/taste-skill/SKILL.md

Function: High-agency frontend skill that gives AI good taste with tunable design variance, motion intensity, and visual density to stop generic UI slop

When to use it: Use when a task needs the capability described in this catalog entry: High-agency frontend skill that gives AI good taste with tunable design variance, motion intensity, and visual density to stop generic UI slop

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • tasteskill v2
  • Page or app screen
  • The run
  • 1. Read the brief and the project
  • 2. Write the argument
  • 3. Draw the direction
  • 4. Find the idea
  • 5. Write the words
  • 6. Build it, still
  • 7. Gate
  • 8. Look
  • 9. Move
  • 10. Report
  • House rules
  • Laws of the craft
  • Special cases

Linked-API/linkedin

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/Linked-API/linkedin-skills/blob/main/linkedin/SKILL.md

Function: Fetch LinkedIn profiles, search people and companies, send messages, manage connections, create posts, react, comment, and run custom LinkedIn workflows from Claude Code, Codex, Cursor, and Windsurf.

When to use it: Use when the user wants to interact with LinkedIn.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • LinkedIn Skill
  • Authentication
  • Global Flags
  • Output Format
  • Commands
  • Fetch a Person Profile
  • Endorse a Person’s Skills
  • Search People
  • Fetch a Company
  • Search Companies
  • Send a Message
  • Inbox
  • Get Conversation
  • Connection Management
  • Posts
  • Statistics

MartinDelophy/edit-timeline-studio

Catalog entry: Specialized Domains
Source documentation: https://github.com/MartinDelophy/ai-video-editor/blob/main/skills/edit-timeline-studio/SKILL.md

Function: Create editable video timelines with captions, voiceovers, and verified exports.

When to use it: Use when a task needs the capability described in this catalog entry: Create editable video timelines with captions, voiceovers, and verified exports.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • AI Video Editing with Timeline Studio
  • Choose the execution path
  • Workflow
  • 1. Inspect before editing
  • 2. Plan at the supported fidelity
  • 3. Apply safely
  • 4. Verify the result
  • Interpret underspecified requests conservatively
  • Learn from every real run
  • Capability boundaries

marvkr/better-design

Catalog entry: Development and Testing
Source documentation: https://github.com/marvkr/better-design/blob/main/skills/better-design/SKILL.md

Function: Build and review interfaces with Better Design design systems

When to use it: Use when a task needs the capability described in this catalog entry: Build and review interfaces with Better Design design systems

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Better Design
  • Connect
  • Respect trust boundaries
  • Follow the interface workflow
  • Start new interface builds with a system
  • Load specialist guidance
  • Keep the MCP authoritative

microsoft/azure-keyvault-keys-rust

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-rust/skills/azure-keyvault-keys-rust/SKILL.md

Function: Key Vault cryptographic key management

When to use it: Creating RSA or EC keys in Azure Key Vault from a Rust service Signing JWTs or payloads using a Key Vault-managed private key Wrapping symmetric keys with an RSA key before storing them Listing and rotating cryptographic keys across a vault programmatically Backing up and restoring key material for disaster recovery

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Key Vault Keys library for Rust
  • Installation
  • Environment Variables
  • Authentication
  • Core Workflow
  • Create Key
  • Update Key Properties
  • Delete Key
  • List Keys (Pagination)
  • Wrap / Unwrap (Envelope Encryption)
  • Key Types
  • RBAC Roles
  • Best Practices
  • Reference Links

microsoft/azure-keyvault-keys-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-keyvault-keys-ts/SKILL.md

Function: Cryptographic key management

When to use it: Use when creating, encrypting/decrypting, signing, or rotating keys.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Key Vault Keys SDK for TypeScript
  • Installation
  • Environment Variables
  • Authentication
  • Secrets Operations
  • Create/Set Secret
  • Get Secret
  • List Secrets
  • Delete Secret
  • Keys Operations
  • Create Keys
  • Get Key
  • List Keys
  • Rotate Key
  • Delete Key
  • Cryptographic Operations

microsoft/azure-speech-to-text-rest-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-speech-to-text-rest-py/SKILL.md

Function: REST speech-to-text for short audio

When to use it: Transcribing voice memos recorded on a phone before storing them in a database Converting short customer support call clips to text for ticket logging Adding captions to brief video segments under one minute Parsing spoken commands from a voice UI without installing the Speech SDK Extracting text from audio collected in a lightweight Python script or serverless function

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Speech to Text REST API for Short Audio
  • Prerequisites
  • Environment Variables
  • Installation
  • Authentication & Lifecycle
  • Quick Start
  • Audio Requirements
  • Content-Type Headers
  • Response Formats
  • Simple Format (default)
  • Detailed Format
  • Chunked Transfer (Recommended)
  • Authentication Options
  • Option 1: Subscription Key (Simple)
  • Option 2: Bearer Token
  • Query Parameters

microsoft/frontend-design-review

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/README.md

Function: Review and create distinctive frontend interfaces

When to use it: Catching hardcoded color values instead of design tokens during a PR review Auditing a new onboarding flow against WCAG 2.1 AA criteria Checking that a component matches its Figma Dev Mode specs before merging Building a landing page with a deliberate aesthetic direction rather than a generic layout Scoring a feature’s UI against the three quality pillars and prioritizing blocking issues

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agent Skills
  • Quick Start
  • What’s Inside
  • Skill Catalog
  • Core
  • Foundry (Language-Agnostic)
  • Python
  • .NET
  • TypeScript
  • Java
  • Rust
  • Repository Structure
  • Plugins
  • MCP Servers
  • Additional Resources
  • Agents

microsoft/frontend-ui-dark-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/frontend-ui-dark-ts/SKILL.md

Function: Dark-themed React with Tailwind and animations

When to use it: Use when creating dashboards, admin panels, or data-rich interfaces with a refined dark aesthetic.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Frontend UI Dark Theme (TypeScript)
  • Stack
  • Quick Start
  • Project Structure
  • Configuration
  • index.html
  • public/site.webmanifest
  • tailwind.config.js
  • postcss.config.js
  • src/styles/globals.css
  • src/main.tsx
  • src/App.tsx
  • Animation Patterns
  • Framer Motion Variants
  • Page Transition Wrapper
  • Glass Effect Patterns

microsoft/podcast-generation

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/README.md

Function: AI podcast audio with Azure OpenAI Realtime API

When to use it: Generating narrated audio summaries from article or blog content Building a podcast episode from a written script without a recording studio Adding text-to-audio playback to a documentation site Producing audio previews of product descriptions or release notes Prototyping voice-driven features backed by Azure OpenAI Realtime API

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agent Skills
  • Quick Start
  • What’s Inside
  • Skill Catalog
  • Core
  • Foundry (Language-Agnostic)
  • Python
  • .NET
  • TypeScript
  • Java
  • Rust
  • Repository Structure
  • Plugins
  • MCP Servers
  • Additional Resources
  • Agents

microsoft/react-flow-node-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/react-flow-node-ts/SKILL.md

Function: React Flow node components with Zustand

When to use it: Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing node-based UI components.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • React Flow Node
  • Quick Start
  • Templates
  • Node Component Pattern
  • Type Definition Pattern
  • Integration Steps

MiniMax-AI/cli

Catalog entry: Skills by MiniMax Team
Source documentation: https://officialskills.sh/MiniMax-AI/skills/cli

Function: Generate text, image, video, speech, and music via MiniMax AI

When to use it: Use when a task needs the capability described in this catalog entry: Generate text, image, video, speech, and music via MiniMax AI

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

No individual SKILL.md was retrieved; this entry is based on the catalog description and available repository README.

MiniMax-AI/frontend-dev

Catalog entry: Skills by MiniMax Team
Source documentation: https://github.com/MiniMax-AI/skills/blob/main/skills/frontend-dev/SKILL.md

Function: Full-stack frontend with cinematic animations, AI-generated media via MiniMax API, and generative art

When to use it: Use when: building landing pages, marketing sites, product pages, dashboards, generating media assets (image/video/audio/music), writing conversion copy, creating generative art, or implementing cinematic scroll animations.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Frontend Studio
  • Invocation
  • Skill Structure
  • Project Structure
  • Assets (Universal)
  • By Framework
  • Pure HTML
  • React / Next.js
  • Vue / Nuxt
  • Astro
  • Compliance
  • Workflow
  • Phase 1: Design Architecture
  • Phase 2: Motion Architecture
  • Phase 3: Asset Generation
  • Phase 4: Copywriting & Content

mongodb/mongodb-schema-design

Catalog entry: Skills by MongoDB
Source documentation: https://github.com/mongodb/agent-skills/blob/main/skills/mongodb-schema-design/SKILL.md

Function: Design efficient document schemas with validation and indexing patterns

When to use it: Use when designing data models, reviewing schemas, migrating from SQL, or troubleshooting performance issues caused by schema problems. Triggers on “design schema”, “embed vs reference”, “MongoDB data model”, “schema review”, “unbounded arrays”, “one-to-many”, “tree structure”, “16MB limit”, “schema validation”, “JSON Schema”, “time series”, “schema migration”, “polymorphic”, “TTL”, “data lifecycle”, “archive”, “index explosion”, “unnecessary indexes”, “approximation pattern”, “document versioning”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • MongoDB Schema Design
  • When to Apply
  • Quick Reference
  • 1. Schema Anti-Patterns - 3 rules
  • 2. Schema Fundamentals - 4 rules
  • 3. Design Patterns - 11 rules
  • Access Pattern Analysis
  • Key Principle
  • Embed/Reference Decision Framework
  • How to Use
  • How These Rules Work
  • MongoDB MCP Integration
  • ⚠️ Action Policy
  • Working Together

muratcankoylan/context-compression

Catalog entry: Context Engineering
Source documentation: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/blob/main/skills/context-compression/SKILL.md

Function: Design and evaluate compression strategies for long-running sessions

When to use it: Use when a task needs the capability described in this catalog entry: Design and evaluate compression strategies for long-running sessions

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Context Compression Strategies
  • When to Activate
  • Core Concepts
  • Detailed Topics
  • Optimize for Tokens-Per-Task, Not Tokens-Per-Request
  • Solve the Artifact Trail Problem First
  • Structure Summaries with Mandatory Sections
  • Choose Compression Triggers Strategically
  • Evaluate Compression with Probes, Not Metrics
  • Score Compression Across Six Dimensions
  • Practical Guidance
  • Apply the Three-Phase Compression Workflow for Large Codebases
  • Use Example Artifacts as Compression Seeds
  • Implement Anchored Iterative Summarization Step by Step
  • Select the Right Approach for the Session Profile
  • Calibrate Compression Ratios by Method

muratcankoylan/memory-systems

Catalog entry: Context Engineering
Source documentation: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/blob/main/skills/memory-systems/SKILL.md

Function: Design short-term, long-term, and graph-based memory architectures

When to use it: Use when a task needs the capability described in this catalog entry: Design short-term, long-term, and graph-based memory architectures

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Memory System Design
  • When to Activate
  • Core Concepts
  • Detailed Topics
  • Production Framework Landscape
  • Memory Layers (Decision Points)
  • Retrieval Strategies
  • Memory Consolidation
  • Practical Guidance
  • Choosing a Memory Architecture
  • Integration with Context
  • Error Recovery
  • Examples
  • Guidelines
  • Gotchas
  • Integration

muratcankoylan/tool-design

Catalog entry: Context Engineering
Source documentation: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/blob/main/skills/tool-design/SKILL.md

Function: Build tools that agents can use effectively, including architectural reduction patterns

When to use it: Use when a task needs the capability described in this catalog entry: Build tools that agents can use effectively, including architectural reduction patterns

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Tool Design for Agents
  • When to Activate
  • Core Concepts
  • Detailed Topics
  • The Tool-Agent Interface
  • The Consolidation Principle
  • Architectural Reduction
  • Tool Description Engineering
  • Response Format Optimization
  • Error Message Design
  • Tool Definition Schema
  • Tool Collection Design
  • MCP Tool Naming Requirements
  • Using Agents to Optimize Tools
  • Testing Tool Design
  • Practical Guidance

NeoLabHQ/ddd

Catalog entry: Development and Testing
Source documentation: https://github.com/NeoLabHQ/context-engineering-kit/blob/master/plugins/ddd/README.md

Function: Domain-driven development skills that also include Clean Architecture, SOLID principles, and design patterns.

When to use it: Use when a task needs the capability described in this catalog entry: Domain-driven development skills that also include Clean Architecture, SOLID principles, and design patterns.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Domain-Driven Development Plugin
  • Overview
  • Quick Start
  • Rules
  • Foundation
  • Core Literature
  • Key Concepts Applied

nextlevelbuilder/ui-ux-pro-max-skill

Catalog entry: Development and Testing
Source documentation: https://github.com/nextlevelbuilder/ui-ux-pro-max-skill/blob/main/README.md

Function: UI/UX design patterns and best practices

When to use it: Use when a task needs the capability described in this catalog entry: UI/UX design patterns and best practices

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • UI UX Pro Max
  • What’s New in v2.0
  • Intelligent Design System Generation
  • How Design System Generation Works
  • 192 Industry-Specific Reasoning Rules
  • Features
  • Resilient Text and Compact UI
  • Style Taxonomy
  • 💎 Basic vs. Premium Version Comparison
  • 🟢 Basic Version (This Repository)
  • 🟡 Premium Version
  • Installation
  • Using Claude Marketplace (Claude Code)
  • Using CLI (Recommended)
  • Global Install (Available for All Projects)
  • Other CLI Commands

This catalog entry points to a collection. The scanned repository lists 7 distinct skill-file paths.

Sample members: banner-design · brand · design-system · design · slides · ui-styling · ui-ux-pro-max

oil-oil/oil-ui

Catalog entry: Development and Testing
Source documentation: https://github.com/oil-oil/oil-ui/blob/main/SKILL.md

Function: Unlock AI design potential through UI exploration and visual review

When to use it: Use when a task needs the capability described in this catalog entry: Unlock AI design potential through UI exploration and visual review

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • oil-ui
  • 主流程
  • 开始前
  • 选择范围
  • 1. 形成并收敛方向
  • 2. 建立视觉与交互结构
  • 3. 制作并取得实际证据
  • 4. 独立评审与修正
  • 5. 验证与交付
  • 能力边界
  • 完整版提示

openai/chatgpt-apps

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/chatgpt-apps/SKILL.md

Function: Build, scaffold, and troubleshoot ChatGPT Apps SDK apps with MCP server and widget UI

When to use it: Use when Codex needs to design tools, register UI resources, wire the MCP Apps bridge or ChatGPT compatibility APIs, apply Apps SDK metadata or CSP or domain settings, or produce a docs-aligned project scaffold. Prefer a docs-first workflow by invoking the openai-docs skill or OpenAI developer docs MCP tools before generating code.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • ChatGPT Apps
  • Overview
  • Mandatory Docs-First Workflow
  • Prompt Guidance
  • Classify The App Before Choosing Code
  • Default Starting-Point Order
  • Build Workflow
  • 0. Classify The App Archetype
  • 1. Plan Tools Before Code
  • 2. Choose an App Architecture
  • 2a. Start From An Upstream Example When One Fits
  • 2b. Use the Starter Script When a Low-Dependency Fallback Helps
  • 3. Scaffold the MCP Server
  • 4. Scaffold the Widget UI
  • 5. Add Resource Metadata and Security
  • 5a. Enforce A Minimum Working Repo Contract

openai/figma-code-connect-components

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/figma-code-connect-components/SKILL.md

Function: Connect Figma design components to code components using Code Connect

When to use it: Use when user says “code connect”, “connect this component to code”, “map this component”, “link component to code”, “create code connect mapping”, or wants to establish mappings between Figma designs and code implementations. For canvas writes via `use_figma`, use `figma-use`.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Code Connect Components
  • Overview
  • Skill Boundaries
  • Prerequisites
  • Required Workflow
  • Step 1: Get Code Connect Suggestions
  • Step 2: Scan Codebase for Matching Components
  • Step 3: Present Matches to User
  • Step 4: Create Code Connect Mappings
  • Examples
  • Example 1: Connecting a Button Component
  • Example 2: Multiple Components with Partial Selection
  • Example 3: Component Needs Creation
  • Best Practices
  • Proactive Component Discovery
  • Accurate Structure Matching

openai/figma-create-design-system-rules

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/figma-create-design-system-rules/SKILL.md

Function: Rules for implementing Figma designs using the Figma MCP server

When to use it: Use when user says “create design system rules”, “generate rules for my project”, “set up design rules”, “customize design system guidelines”, or wants to establish project-specific conventions for Figma-to-code workflows. Requires Figma MCP server connection.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Create Design System Rules
  • Overview
  • Supported Rule Files
  • What Are Design System Rules?
  • Prerequisites
  • When to Use This Skill
  • Required Workflow
  • Step 1: Run the Create Design System Rules Tool
  • Step 2: Analyze the Codebase
  • Step 3: Generate Project-Specific Rules
  • Step 4: Save Rules to the Appropriate Rule File
  • Step 5: Validate and Iterate
  • Rule Categories and Examples
  • Essential Rules (Always Include)
  • Recommended Rules (Highly Valuable)
  • Optional Rules (Project-Specific)

openai/figma-create-new-file

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/figma-create-new-file/SKILL.md

Function: Create a new blank Figma file or FigJam file

When to use it: Use when the user wants to create a new Figma design or FigJam file, or when you need a new file before calling use_figma. Handles plan resolution via whoami if needed. Usage — /figma-create-new-file [editorType] [fileName] (e.g. /figma-create-new-file figjam My Whiteboard)

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • create_new_file — Create a New Figma File
  • Skill Arguments
  • Workflow
  • Step 1: Resolve the planKey
  • Step 2: Call create_new_file
  • Step 3: Use the result
  • Important Notes

openai/figma-generate-library

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/figma-generate-library/SKILL.md

Function: Build or update a professional-grade design system in Figma from a codebase

When to use it: Use when the user wants to create variables/tokens, build component libraries, set up theming (light/dark modes), document foundations, or reconcile gaps between code and Figma. This skill teaches WHAT to build and in WHAT ORDER — it complements the `figma-use` skill which teaches HOW to call the Plugin API. Both skills should be loaded together.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Design System Builder — Figma MCP Skill
  • 1. The One Rule That Matters Most
  • 2. Mandatory Workflow
  • 3. Critical Rules
  • 4. State Management (Required for Long Workflows)
  • 5. search_design_system — Reuse Decision Matrix
  • 6. User Checkpoints
  • 7. Naming Conventions
  • 8. Token Architecture
  • 9. Per-Phase Anti-Patterns
  • 10. Reference Docs
  • 11. Scripts

openai/figma-use

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/figma-use/SKILL.md

Function: Prerequisite skill for every use_figma tool call — write/read actions in Figma context

When to use it: Loading Plugin API rules before creating Figma components from code Running JavaScript to set up design tokens and variable collections in a Figma file Building multi-section layouts programmatically using auto-layout and component instances Binding design system variables to node properties like fills and spacing Inspecting existing Figma file structure before writing any canvas mutations

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • use_figma — Figma Plugin API Skill
  • 1. Critical Rules
  • 2. Page Rules (Critical)
  • Switching pages
  • Across script runs
  • 3. `return` Is Your Output Channel
  • 4. Editor Mode
  • 5. Incremental Workflow (How to Avoid Bugs)
  • The pattern
  • Suggested step order for complex tasks
  • What to validate at each step
  • 6. Error Recovery & Self-Correction
  • When `use_figma` returns an error
  • Common self-correction patterns
  • When the script succeeds but the result looks wrong
  • 7. Pre-Flight Checklist

openai/frontend-skill

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/README.md

Function: Create visually strong landing pages, websites, and app UIs with restrained composition

When to use it: Building a product landing page where one full-bleed image anchors the entire first viewport Replacing a dashboard card mosaic with a layout-first information surface Adding scroll-linked and hover motion that changes how a page feels without adding visual noise Structuring a startup homepage so the brand name reads louder than the feature list Prototyping a game or app UI with deliberate spacing and minimal chrome

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agent Skills
  • Installing a skill
  • License

openai/imagegen

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/README.md

Function: Generate and edit images using OpenAI’s Image API for projects

When to use it: Generating a hero image for a landing page with usable negative space for copy Replacing a product photo background while keeping the product unchanged Producing multiple icon variants or sprite sheets for a game in one session Creating a UI mockup or wireframe at a specified fidelity level Extracting a clean transparent-background cutout from an existing product photo

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agent Skills
  • Installing a skill
  • License

openai/sora

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/README.md

Function: Generate, remix, and manage short video clips via OpenAI’s Sora API

When to use it: Generating a 4-second product teaser clip from a text description Creating a reusable non-human character reference for use across multiple shots Extending a completed Sora video with a continuation prompt Editing an existing generated video to change only the color palette or lighting Running a local batch queue of multiple video render jobs in parallel

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agent Skills
  • Installing a skill
  • License

openai/speech

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/speech/SKILL.md

Function: Generate spoken audio from text using OpenAI’s API with built-in voices

When to use it: Use when the user asks for text-to-speech narration or voiceover, accessibility reads, audio prompts, or batch speech generation via the OpenAI Audio API; run the bundled CLI (`scripts/text_to_speech.py`) with built-in voices and require `OPENAI_API_KEY` for live calls. Custom voice creation is out of scope.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Speech Generation Skill
  • When to use
  • Decision tree (single vs batch)
  • Workflow
  • Temp and output conventions
  • Dependencies (install if missing)
  • Environment
  • Defaults & rules
  • Instruction augmentation
  • Examples
  • Single example (narration)
  • Batch example (IVR prompts)
  • Instructioning best practices (short list)
  • Guidance by use case
  • CLI + environment notes
  • Reference map

openai/transcribe

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/transcribe/SKILL.md

Function: Transcribe audio files to text with optional speaker diarization

When to use it: Use when a user asks to transcribe speech from audio/video, extract text from recordings, or label speakers in interviews or meetings.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Audio Transcribe
  • Workflow
  • Decision rules
  • Output conventions
  • Dependencies (install if missing)
  • Environment
  • Skill path (set once)
  • CLI quick start
  • Reference map

Orkas-AI/video-router

Catalog entry: Specialized Domains
Source documentation: https://github.com/Orkas-AI/Orkas-VideoStudio/blob/main/packages/skills/video-router/SKILL.md

Function: Route video requests through deterministic agent production stages

When to use it: Use when a task needs the capability described in this catalog entry: Route video requests through deterministic agent production stages

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • video-router
  • Unavailable Production Runtime
  • The three capability axes
  • Decision rules
  • End-to-end (AUTO) — when the job spans lines
  • Lock the runtime
  • Boundary / non-goals
  • Runtime handoff

perso-ai/perso-dubbing

Catalog entry: Specialized Domains
Source documentation: https://github.com/perso-ai/perso-dubbing-plugin/blob/main/README.md

Function: Video translator: dubbing, lip-sync, subtitles, and short clips

When to use it: Use when a task needs the capability described in this catalog entry: Video translator: dubbing, lip-sync, subtitles, and short clips

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Perso Dubbing Plugin
  • Install
  • Styled subtitles
  • Translate subtitles
  • Short clips
  • Dubbing and lip-sync
  • Subtitles from speech (STT)
  • Voice separation
  • Free where it can be. Paid where it must be.

This catalog entry points to a collection. The scanned repository lists 3 distinct skill-file paths.

Sample members: clip · dubbing · srt

rainmanjam/poka-yoke

Catalog entry: Development and Testing
Source documentation: https://github.com/rainmanjam/poka-yoke/blob/main/plugins/poka-yoke/skills/poka-yoke/SKILL.md

Function: Make misuse unrepresentable: audit, design, and enforce mistake-proofing devices

When to use it: Use when someone says “poka-yoke this”, “mistake-proof it”, “make this harder to get wrong”, or runs /poka-yoke with no mode named. Applies Shigeo Shingo’s method directly to any subject, and hands off to a specialist mode when one clearly fits. Start here when no other poka-yoke mode obviously applies.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Poka-Yoke: Mistake-Proofing for Software
  • The two axes
  • Axis 1, Regulatory function: what happens when the mistake occurs?
  • Axis 2, Setting function: how does the device notice?
  • The third principle: inspect at the source
  • How to use this skill
  • Choosing a mode
  • The hazard catalog and language specifics
  • How to talk about this
  • Applying changes

realkimbarrett/conversion-path-builder

Catalog entry: Advertising Skills by Kim Barrett
Source documentation: https://github.com/realkimbarrett/advertising-skills/blob/main/skills/operator-os/conversion-path-builder/SKILL.md

Function: Design the optimal funnel from click to conversion and booked calls

When to use it: Trigger on “funnel”, “conversion path”, “booked calls”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Role
  • Process
  • Output
  • Rules
  • Avoid

remotion-dev/remotion

Catalog entry: Skills by Remotion
Source documentation: https://github.com/remotion-dev/skills/blob/main/README.md

Function: Programmatic video creation with React

When to use it: Generating personalized video messages from a user database Adding synchronized captions to a video using React components Building animated chart videos that update from live data Compositing a green screen recording with a custom background in code Rendering a voiceover-narrated explainer video from a script

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Remotion Agent Skills
  • Available skills
  • `/remotion-best-practices`
  • `/remotion-create`
  • `/remotion-markup`
  • `/remotion-studio`
  • `/remotion-render`
  • `/remotion-maps`
  • `/remotion-captions`
  • `/remotion-saas`
  • `/remotion-interactivity`
  • `/remotion-docs`
  • `/remotion-upgrade`
  • `/remotion-multimedia`

renezander030/capcut-edit

Catalog entry: Specialized Domains
Source documentation: https://github.com/renezander030/capcut-cli/blob/master/skills/capcut-edit/SKILL.md

Function: Edit CapCut and JianYing video projects from any agent

When to use it: Use when the user mentions capcut, jianying, subtitles, video editing, draft_content.json, draft_info.json, or cutting videos — in English or Chinese (剪映, 字幕, 草稿, 剪辑, 切片, 视频编辑).

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • capcut-edit
  • Project locations
  • Core principle — deterministic scripts
  • Progressive disclosure
  • Output modes
  • Batch writes
  • Where to look
  • Invariants
  • v0.11 high-value paths

resend/email-best-practices

Catalog entry: Skills by Resend
Source documentation: https://github.com/resend/resend-skills/blob/main/skills/email-best-practices/SKILL.md

Function: Email deliverability and design best practices

When to use it: Use when building email features, emails going to spam, high bounce rates, setting up SPF/DKIM/DMARC authentication, implementing email capture, ensuring compliance (CAN-SPAM, GDPR, CASL), handling webhooks, retry logic, making emails accessible (alt text, headings, contrast, screen readers), or deciding transactional vs marketing.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Email Best Practices
  • Architecture Overview
  • Quick Reference
  • Start Here

resend/react-email

Catalog entry: Skills by Resend
Source documentation: https://github.com/resend/resend-skills/blob/main/skills/react-email/SKILL.md

Function: Build emails with React Email components

When to use it: Use when building HTML email templates with React components, adding a visual email editor to an application using the React Email visual editor, rendering emails to HTML, or sending emails with Resend. Covers welcome emails, password resets, notifications, order confirmations, newsletters, transactional emails, and the embeddable email editor component.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • React Email
  • Installation
  • Adding to an Existing Project
  • Basic Email Template
  • Behavioral Guidelines
  • Essential Components
  • Before Writing Code
  • Static Files and Images
  • Directory Structure
  • Dev vs Production URLs
  • Styling
  • Key Rules
  • Required Classes
  • Structure Notes
  • Rendering
  • Convert to HTML

Ryan-yang125/motion-lexicon

Catalog entry: Development and Testing
Source documentation: https://github.com/Ryan-yang125/motion-lexicon/blob/main/README.md

Function: Build and review product motion with installable React components

When to use it: Use when a task needs the capability described in this catalog entry: Build and review product motion with installable React components

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Motionboard
  • Install
  • Use
  • Recipes
  • Opening (7)
  • Product reveal (7)
  • Features (15)
  • Transitions (5)
  • Ending (4)
  • Website
  • License

Simon-He95/markstream-install

Catalog entry: Development and Testing
Source documentation: https://github.com/Simon-He95/markstream-vue/blob/main/.agents/skills/markstream-install/SKILL.md

Function: Install streaming Markdown renderers across five frontend frameworks

When to use it: Use when Codex needs to choose the right package, install the smallest framework-specific peer-dependency set, fix CSS/reset order, choose Vue 3 renderer mode and built-in, plain, or custom code-block paths, decide between `content`, `nodes`, and Vue 3 virtual-scroll coordination, or add a minimal working renderer example.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Markstream Install
  • Workflow
  • Default Decisions
  • Useful Doc Targets

skymanbp/cc-tree

Catalog entry: Development and Testing
Source documentation: https://github.com/skymanbp/cc-tree/blob/main/skills/tree/SKILL.md

Function: Auditable radial-tree exploration for brainstorming, critique, design and code audit

When to use it: Use when the user wants the engine itself — a custom preset via `--preset <path>`, explicit control of a run, or “tree of thoughts” / 穷尽的树状探索 in general; for the four shipped use-cases prefer `/cc-tree:brainstorm`, `/cc-tree:attack`, `/cc-tree:design`, `/cc-tree:code-audit`, whose descriptions carry the per-use-case triggers.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • tree — universal radial-tree exploration engine
  • 1. Invocation
  • Common flags (apply across presets)
  • 2. Execution flow
  • Step 1 — Preset load
  • Step 2 — §2 baseline
  • Step 3 — §3 framing pass (12 passes per node)
  • Step 4 — §4 per-branch 12-field derivation
  • Step 5 — §5 scoring and verdict
  • Step 6 — §6 convergence check
  • Step 7 — §7 final report
  • 3. Anti-patterns (see `docs/ENGINE.md §9` for the full list)
  • 4. Output contract
  • 5. References

SupercmoHQ/superCMO-skills

Catalog entry: Marketing
Source documentation: https://github.com/SupercmoHQ/superCMO-skills/blob/main/README.md

Function: Open-source skills + local MCP server for marketing video & image production: UGC videos, ad videos, product photography, and image ads from a product photo and a brief; casts AI actors, picks the best image/video models, edits any-length clips with consistent actor and product, and researches competitor ads. BYO or managed keys, Apache-2.0

When to use it: Use when a task needs the capability described in this catalog entry: Open-source skills + local MCP server for marketing video & image production: UGC videos, ad videos, product photography, and image ads from a product photo and a brief; casts AI actors, picks the best image/video models, edits any-length clips with consistent actor and product, and researches competitor ads. BYO or managed keys, Apache-2.0

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • SuperCMO Skills
  • Enable AI agents to create marketing videos and images
  • Contents
  • See how it works
  • Quick start
  • Hosted SuperCMO
  • Start from a product photo
  • Why SuperCMO Skills?
  • How the skills work together
  • The Marketing Production Pipeline
  • Install
  • Set up a key
  • Option A · Managed — one command
  • Option B · Bring your own keys — free
  • Security & trust
  • Telemetry

This catalog entry points to a collection. The scanned repository lists 23 distinct skill-file paths.

Sample members: adapting-formats · analyzing-brand · analyzing-own-ads · analyzing-products · cloning-video-ads · generating-ad-videos · generating-ai-actors · generating-audio
More members are available in the source repository.

superdesigndev/superdesign-skill

Catalog entry: Development and Testing
Source documentation: https://github.com/superdesigndev/superdesign-skill/blob/main/skills/superdesign/SKILL.md

Function: Creates design systems from existing codebases and iterates UI drafts

When to use it: Use when a task needs the capability described in this catalog entry: Creates design systems from existing codebases and iterates UI drafts

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Core scenarios (what this skill handles)
  • Step 0 — Environment preflight (BEFORE any CLI step)
  • Step 1 — Is there a codebase to analyze?
  • Step 1.5 — Resume before rediscovery (real-codebase UI path)
  • Init: Repo Analysis (real-codebase path)
  • Init Files (cold/stale context path)
  • Superdesign CLI (MUST use before any command)
  • When a command fails
  • Command examples
  • Surface the canvas URL
  • Browser Choice
  • Images and local assets
  • After generating: offer to go further
  • How it works

veniceai/venice-audio-music

Catalog entry: Skills by Venice.ai
Source documentation: https://github.com/veniceai/skills/blob/main/skills/venice-audio-music/SKILL.md

Function: Music generation queueing, retrieval, and completion endpoints

When to use it: Use when a task needs the capability described in this catalog entry: Music generation queueing, retrieval, and completion endpoints

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Venice Music / Async Audio
  • Use when
  • Models
  • Lifecycle
  • 1. `POST /audio/quote` — price it first
  • 2. `POST /audio/queue` — enqueue
  • 3. `POST /audio/retrieve` — poll / download
  • 4. `POST /audio/complete` — cleanup
  • Full loop (TypeScript)
  • Capability probing
  • Errors
  • Gotchas

veniceai/venice-audio-speech

Catalog entry: Skills by Venice.ai
Source documentation: https://github.com/veniceai/skills/blob/main/skills/venice-audio-speech/SKILL.md

Function: Text-to-speech models, voices, formats, and streaming

When to use it: Use when a task needs the capability described in this catalog entry: Text-to-speech models, voices, formats, and streaming

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Venice TTS (`/audio/speech`)
  • Use when
  • Minimal request
  • Request schema
  • Models
  • Voices (from `model_spec.voices`)
  • Voice cloning — `POST /audio/voices`
  • Streaming
  • OpenAI SDK
  • Style / emotion (Qwen 3, Gemini Flash)
  • Errors
  • Gotchas

veniceai/venice-audio-transcription

Catalog entry: Skills by Venice.ai
Source documentation: https://github.com/veniceai/skills/blob/main/skills/venice-audio-transcription/SKILL.md

Function: Audio transcription models and speech-to-text options

When to use it: Use when a task needs the capability described in this catalog entry: Audio transcription models and speech-to-text options

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Venice Transcription (`/audio/transcriptions`)
  • Use when
  • Minimal request
  • Request (`multipart/form-data`)
  • Response
  • Models
  • OpenAI SDK
  • Long files
  • Errors
  • Gotchas

veniceai/venice-image-edit

Catalog entry: Skills by Venice.ai
Source documentation: https://github.com/veniceai/skills/blob/main/skills/venice-image-edit/SKILL.md

Function: Image edits, upscaling, and background removal

When to use it: Use when a task needs the capability described in this catalog entry: Image edits, upscaling, and background removal

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Venice Image Editing
  • Shared rules
  • Choosing an edit model
  • `/image/edit`
  • `/image/multi-edit`
  • JSON (base64, data URIs, or URLs)
  • Multipart (file upload)
  • Edit / multi-edit response headers
  • `/image/upscale`
  • `/image/background-remove`
  • Error behavior (all four endpoints)
  • Gotchas

veniceai/venice-image-generate

Catalog entry: Skills by Venice.ai
Source documentation: https://github.com/veniceai/skills/blob/main/skills/venice-image-generate/SKILL.md

Function: Image generation endpoints and available styles

When to use it: Use when a task needs the capability described in this catalog entry: Image generation endpoints and available styles

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Venice Image Generation
  • Use when
  • `/image/generate` — Venice-native
  • Request
  • Fields
  • Response (JSON, `return_binary: false`)
  • Response headers
  • `/images/generations` — OpenAI-compatible
  • Mapped fields
  • `/image/styles` — list presets
  • Choosing a model
  • Common patterns
  • Fixed-seed reproducibility
  • Aspect-ratio + resolution model (Nano Banana, Seedream V5 Pro)
  • Quality tier (GPT Image 2 / 2.5, Ideogram V4.5)
  • Style preset + negative

veniceai/venice-video

Catalog entry: Skills by Venice.ai
Source documentation: https://github.com/veniceai/skills/blob/main/skills/venice-video/SKILL.md

Function: Video generation and transcription workflows

When to use it: Use when a task needs the capability described in this catalog entry: Video generation and transcription workflows

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Venice Video
  • Use when
  • Pick a model first
  • Lifecycle — generation
  • 1. Price with `/video/quote`
  • 2. Submit with `/video/queue`
  • 3. Poll with `/video/retrieve`
  • 4. Clean up with `/video/complete`
  • `/video/queue` request fields
  • Reference media limits
  • Common recipes
  • Text → video with audio
  • Image → video
  • Video upscale
  • Multi-element consistency (Kling O3 R2V)
  • Seedance 2.5 edit (match the source clip)

vercel-labs/composition-patterns

Catalog entry: Skills by Vercel Engineering Team
Source documentation: https://github.com/vercel-labs/agent-skills/blob/main/skills/composition-patterns/SKILL.md

Function: Scalable React composition patterns for reusable component APIs

When to use it: Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • React Composition Patterns
  • When to Apply
  • Rule Categories by Priority
  • Quick Reference
  • 1. Component Architecture (HIGH)
  • 2. State Management (MEDIUM)
  • 3. Implementation Patterns (MEDIUM)
  • 4. React 19 APIs (MEDIUM)
  • How to Use
  • Full Compiled Document

vercel-labs/react-best-practices

Catalog entry: Skills by Vercel Engineering Team
Source documentation: https://github.com/vercel-labs/agent-skills/blob/main/skills/react-best-practices/SKILL.md

Function: React and Next.js performance optimization guidelines

When to use it: Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Vercel React Best Practices
  • When to Apply
  • Rule Categories by Priority
  • Quick Reference
  • 1. Eliminating Waterfalls (CRITICAL)
  • 2. Bundle Size Optimization (CRITICAL)
  • 3. Server-Side Performance (HIGH)
  • 4. Client-Side Data Fetching (MEDIUM-HIGH)
  • 5. Re-render Optimization (MEDIUM)
  • 6. Rendering Performance (MEDIUM)
  • 7. JavaScript Performance (LOW-MEDIUM)
  • 8. Advanced Patterns (LOW)
  • How to Use
  • Full Compiled Document

vercel-labs/react-native-skills

Catalog entry: Skills by Vercel Engineering Team
Source documentation: https://github.com/vercel-labs/agent-skills/blob/main/skills/react-native-skills/SKILL.md

Function: React Native and Expo best practices for performant apps

When to use it: Use when building React Native components, optimizing list performance, implementing animations, or working with native modules. Triggers on tasks involving React Native, Expo, mobile performance, or native platform APIs.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • React Native Skills
  • When to Apply
  • Rule Categories by Priority
  • Quick Reference
  • 1. List Performance (CRITICAL)
  • 2. Animation (HIGH)
  • 3. Navigation (HIGH)
  • 4. UI Patterns (HIGH)
  • 5. State Management (MEDIUM)
  • 6. Rendering (MEDIUM)
  • 7. Monorepo (MEDIUM)
  • 8. Configuration (LOW)
  • How to Use
  • Full Compiled Document

vercel-labs/react-view-transitions

Catalog entry: Skills by Vercel Engineering Team
Source documentation: https://github.com/vercel-labs/agent-skills/blob/main/skills/react-view-transitions/SKILL.md

Function: Native-feeling animations with React View Transitions

When to use it: Use this skill whenever the user wants to add page transitions, animate route changes, create shared element animations, animate enter/exit of components, animate list reorder, implement directional (forward/back) navigation animations, or integrate view transitions in Next.js. Also use when the user mentions view transitions, `startViewTransition`, `ViewTransition`, transition types, or asks about animating between UI states in React without third-party animation libraries.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • React View Transitions
  • When to Animate
  • Choosing Animation Style
  • Availability
  • Implementation Workflow
  • Core Concepts
  • The `` Component
  • Animation Triggers
  • Critical Placement Rule
  • Styling with View Transition Classes
  • Props
  • CSS Pseudo-Elements
  • Transition Types
  • `router.back()` and Browser Back Button
  • Types and Suspense
  • Shared Element Readiness

vercel-labs/web-design-guidelines

Catalog entry: Skills by Vercel Engineering Team
Source documentation: https://github.com/vercel-labs/agent-skills/blob/main/skills/web-design-guidelines/SKILL.md

Function: Review UI code against Web Interface Guidelines

When to use it: Use when asked to “review my UI”, “check accessibility”, “audit design”, “review UX”, or “check my site against best practices”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Web Interface Guidelines
  • How It Works
  • Guidelines Source
  • Usage

video-db/skills

Catalog entry: Specialized Domains
Source documentation: https://github.com/video-db/skills/blob/main/README.md

Function: Realtime and batch video workflows: capture screen/audio, ingest URLs/YouTube/RTSP, transcribe, index, search, generate subtitles, edit timelines, and stream HLS output

When to use it: Use when a task needs the capability described in this catalog entry: Realtime and batch video workflows: capture screen/audio, ingest URLs/YouTube/RTSP, transcribe, index, search, generate subtitles, edit timelines, and stream HLS output

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Three ways to use it
  • Add to Claude
  • Connect the MCP server in any client
  • Install the skills in a coding agent
  • What works where
  • What is inside
  • If you are an agent reading this
  • Community & Support

This catalog entry points to a collection. The scanned repository lists 6 distinct skill-file paths.

Sample members: python · video-clips · video-edit · video-live · video-search · video-subtitles

WordPress/wp-block-themes

Catalog entry: Skills by WordPress Development Team
Source documentation: https://github.com/WordPress/agent-skills/blob/trunk/skills/wp-block-themes/SKILL.md

Function: Block themes: theme.json, templates, patterns, style variations

When to use it: Use when developing WordPress block themes: theme.json (global settings/styles), templates and template parts, patterns, style variations, and Site Editor troubleshooting (style hierarchy, overrides, caching).

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • WP Block Themes
  • When to use
  • Inputs required
  • Procedure
  • 0) Triage and locate block theme roots
  • 1) Create a new block theme (if needed)
  • 2) Confirm theme type and override expectations
  • 3) Make `theme.json` changes safely
  • 4) Templates and template parts
  • 5) Patterns
  • 6) Style variations
  • Verification
  • Failure modes / debugging
  • Escalation

WordPress/wp-interactivity-api

Catalog entry: Skills by WordPress Development Team
Source documentation: https://github.com/WordPress/agent-skills/blob/trunk/skills/wp-interactivity-api/SKILL.md

Function: Frontend interactivity with data-wp-* directives and stores

When to use it: Use when building or debugging WordPress Interactivity API features (data-wp-* directives, @wordpress/interactivity store/state/actions, block viewScriptModule integration, wp_interactivity_*()) including performance, hydration, and directive behavior.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • WP Interactivity API
  • When to use
  • Inputs required
  • Procedure
  • 1) Detect existing usage + integration style
  • 2) Identify the store(s)
  • 3) Server-side rendering (best practice)
  • 4) Implement or change directives safely
  • 5) Build/tooling alignment
  • 6) Debug common failure modes
  • Verification
  • Failure modes / debugging
  • Escalation

WordPress/wpds

Catalog entry: Skills by WordPress Development Team
Source documentation: https://github.com/WordPress/agent-skills/blob/trunk/skills/wpds/SKILL.md

Function: WordPress Design System

When to use it: Use when building UIs leveraging the WordPress Design System (WPDS) and its components, tokens, patterns, etc.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • WordPress Design System (WPDS)
  • Prerequisites
  • When to use
  • Rules
  • Use the WPDS MCP server to access WPDS-related documentation
  • Required documentation
  • Boundaries
  • Tech stack
  • Validation
  • Output

yang0/handraw-style

Catalog entry: Specialized Domains
Source documentation: https://github.com/yang0/handraw-style/blob/master/SKILL.md

Function: Hand-drawn illustration styles, layouts, and prompts for image generation

When to use it: Use when a task needs the capability described in this catalog entry: Hand-drawn illustration styles, layouts, and prompts for image generation

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Hand-drawn Style Prompter
  • Post-generation sharing across all routes
  • Request routing index
  • Default mode
  • Automatic Style and Theme Color Recommendation Policy (默认智能推荐风格与主题色)
  • Style activation policy
  • Session initialization
  • Inputs
  • Layout workflows
  • Prompt modes
  • Output
  • Utilities
  • Personal resources and community collections

ZeroPointRepo/youtube-skills

Catalog entry: Specialized Domains
Source documentation: https://github.com/ZeroPointRepo/youtube-skills/blob/main/README.md

Function: Agent skills for YouTube: pull video transcripts and discover videos (search, channel and playlist listings) via TranscriptAPI.

When to use it: Use when a task needs the capability described in this catalog entry: Agent skills for YouTube: pull video transcripts and discover videos (search, channel and playlist listings) via TranscriptAPI.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • YouTube Skills for AI Agents 🎬
  • Install
  • What You Can Do
  • Setup — API Key
  • Skills
  • Pricing
  • Supported Agents
  • FAQ
  • How do I get a YouTube transcript?
  • How do I search YouTube from my agent?
  • How do I get all videos from a YouTube channel?
  • Can I bulk download YouTube transcripts?
  • Do I need a Google YouTube Data API key?
  • Do I need an API key?
  • Which skill should I install?
  • What is TranscriptAPI?

This catalog entry points to a collection. The scanned repository lists 12 distinct skill-file paths.

Sample members: captions · subtitles · transcript · transcriptapi · video-transcript · youtube-api · youtube-channels · youtube-data
More members are available in the source repository.

ZhangHanDong/makepad-skills

Catalog entry: Development and Testing
Source documentation: https://github.com/ZhangHanDong/makepad-skills/blob/main/README.md

Function: Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting.

When to use it: Use when a task needs the capability described in this catalog entry: Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Makepad 2.0 Skills
  • Skills (14)
  • Installation
  • Option 1: Add as Working Directory
  • Option 2: Symlink to Skills Directory
  • Option 3: Copy Skills
  • Legacy
  • Source
  • License

This catalog entry points to a collection. The scanned repository lists 14 distinct skill-file paths.

Sample members: makepad-2.0-animation · makepad-2.0-app-structure · makepad-2.0-design-judgment · makepad-2.0-dsl · makepad-2.0-events · makepad-2.0-layout · makepad-2.0-migration · makepad-2.0-performance
More members are available in the source repository.

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本分类中文版

Posted Updated Agent Skills / Writing & Documentsan hour read (About 7106 words)

Writing & Documents | Agent Skills

Writing & Documents

Writing and document skills help create, revise, analyze, translate, and format written or office-document deliverables.

Catalog snapshot: November 2, 2026

Category menu

Skills in this category

anthropics/doc-coauthoring

Catalog entry: Official Claude Skills
Source documentation: https://github.com/anthropics/skills/blob/main/skills/doc-coauthoring/SKILL.md

Function: Collaborative document editing and co-authoring

When to use it: Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Doc Co-Authoring Workflow
  • When to Offer This Workflow
  • Stage 1: Context Gathering
  • Initial Questions
  • Info Dumping
  • Stage 2: Refinement & Structure
  • Step 1: Clarifying Questions
  • Step 2: Brainstorming
  • Step 3: Curation
  • Step 4: Gap Check
  • Step 5: Drafting
  • Step 6: Iterative Refinement
  • Quality Checking
  • Near Completion
  • Stage 3: Reader Testing
  • Testing Approach

anthropics/docx

Catalog entry: Official Claude Skills
Source documentation: https://github.com/anthropics/skills/blob/main/skills/docx/SKILL.md

Function: Create, edit, and analyze Word documents

When to use it: Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of ‘Word doc’, ‘word document’, ‘.docx’, ‘.dotx’, or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx or .dotx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • DOCX creation, editing, and analysis
  • Creating with docx-js — gotchas
  • Verify the output
  • Editing existing documents
  • Comments
  • Dependencies

anthropics/internal-comms

Catalog entry: Official Claude Skills
Source documentation: https://github.com/anthropics/skills/blob/main/skills/internal-comms/SKILL.md

Function: Write status reports, newsletters, and FAQs

When to use it: use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • When to use this skill
  • How to use this skill
  • Keywords

anthropics/pdf

Catalog entry: Official Claude Skills
Source documentation: https://github.com/anthropics/skills/blob/main/skills/pdf/SKILL.md

Function: Extract text, create PDFs, and handle forms

When to use it: Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • PDF Processing Guide
  • Overview
  • Quick Start
  • Python Libraries
  • pypdf - Basic Operations
  • pdfplumber - Text and Table Extraction
  • reportlab - Create PDFs
  • Command-Line Tools
  • pdftotext (poppler-utils)
  • qpdf
  • pdftk (if available)
  • Common Tasks
  • Extract Text from Scanned PDFs
  • Add Watermark
  • Extract Images
  • Password Protection

anthropics/pptx

Catalog entry: Official Claude Skills
Source documentation: https://github.com/anthropics/skills/blob/main/skills/pptx/SKILL.md

Function: Create, edit, and analyze PowerPoint presentations

When to use it: Extracting all text from a client deck to feed into a summary email Converting a data report into a slide presentation with charts and callouts Editing an existing template deck with new content without breaking the layout Building a pitch deck from scratch with a custom color palette and font pairing Splitting a large presentation into separate files by section

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • PPTX creation, editing, and analysis
  • Scripts
  • Creating with pptxgenjs — gotchas
  • Editing existing decks and templates
  • Design Ideas
  • Before Starting
  • Color Palettes
  • For Each Slide
  • Typography
  • Spacing
  • Avoid (Common Mistakes)
  • QA (Required)
  • Content QA
  • File QA (required)
  • Visual QA
  • Converting to Images

anthropics/xlsx

Catalog entry: Official Claude Skills
Source documentation: https://github.com/anthropics/skills/blob/main/skills/xlsx/SKILL.md

Function: Create, edit, and analyze Excel spreadsheets

When to use it: Building a financial model with color-coded inputs and formula-driven projections Cleaning a CSV with misplaced headers and junk rows into a structured spreadsheet Converting a TSV data export into a formatted Excel workbook with proper column widths Adding SUM and AVERAGE formulas to an existing spreadsheet without hardcoding calculated values Fixing #REF! and #DIV/0! errors in an inherited Excel file

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • XLSX creation, editing, and analysis
  • Requirements for every output
  • Recalculate (mandatory whenever the file contains formulas)
  • Choosing formulas that survive verification
  • openpyxl gotchas
  • Financial models
  • Dependencies

arifszn/slide-wright

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/arifszn/slide-wright/blob/main/SKILL.md

Function: Generate themed HTML slide decks, export to PowerPoint or PDF

When to use it: Use when the user wants to make slides, a presentation, a talk deck, a pitch deck, or to add/remove/change a slide in one that already exists.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • slide-wright
  • The rule that defines this skill
  • The engine (keep this internal)
  • Editing a deck that already exists
  • Step 5 — Hand it off
  • Reference files

AugustusW/audio-tldr

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/AugustusW/audio-tldr-skill/blob/main/skills/audio-tldr/SKILL.md

Function: Summarize videos and podcasts with local, cached transcription

When to use it: Use when the user asks to summarize, get key points from, translate, or TL;DR any audio or video content.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • audio-tldr
  • User preferences (read first)
  • Digest model resolution
  • Phase 1 — Transcribe (cached)
  • Phase 1.5 — Frames (opt-in)
  • Phase 1.8 — Correct (before every digest)
  • Phase 2 — Digest
  • Custom templates
  • Digest via subagent (cheaper model)
  • Usage log
  • Digest via local Ollama (privacy mode)
  • Re-digesting
  • Cache management
  • Notes
  • Feedback

blader/humanizer

Catalog entry: Marketing
Source documentation: https://github.com/blader/humanizer/blob/main/SKILL.md

Function: Remove signs of AI-generated writing from text, making it sound more natural and human

When to use it: Use when editing or reviewing prose for AI tells: not-X-but-Y contrasts, one-line closers, staged openers, forced triads, dashes everywhere, inflated claims, sales language, stock AI words, bold labels, or filler. Based on Wikipedia’s “Signs of AI writing.“

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Humanizer: remove AI writing patterns
  • Why AI text sounds the way it does
  • How to work
  • Voice
  • What to return
  • A. Staging instead of stating
  • 1. Not X but Y
  • 2. One-line closers and dramatic fragments
  • 3. Sayings that sound deep
  • 4. Staged run-up before the point
  • 5. Arguing with no one
  • B. Rhythm by rule
  • 6. Forced triads
  • 7. Repeated sentence openings
  • 8. Dashes as the universal connector
  • 9. Stacked qualifiers

clickhouse/clickhouse-architecture-advisor

Catalog entry: Skills by ClickHouse
Source documentation: https://github.com/clickhouse/agent-skills/blob/main/skills/clickhouse-architecture-advisor/SKILL.md

Function: Design ClickHouse architectures and translate best practices into workload-specific decisions

When to use it: USE when designing ClickHouse architectures, selecting between ingestion or modeling patterns, or translating best practices into workload-specific system designs. Complements clickhouse-best-practices with decision frameworks and explicit provenance labels.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • ClickHouse Architecture Advisor
  • Required behavior
  • Provenance rules
  • `official`
  • `derived`
  • `field`
  • Read these rule files by scenario
  • Real-time ingestion design
  • Time-series and retention design
  • Enrichment and dimension lookups
  • Mutable state / late-arriving events
  • Output format
  • Architecture-specific guidance
  • Full reference

datadog-labs/dd-docs

Catalog entry: Skills by Datadog Labs
Source documentation: https://github.com/datadog-labs/agent-skills/blob/main/dd-docs/SKILL.md

Function: Look up Datadog documentation via the LLM-optimized docs index

When to use it: Finding the right Datadog docs page for a monitoring setup question Looking up APM tracing configuration details without leaving your editor Checking Datadog log pipeline syntax during a debugging session Pulling metrics API reference docs while writing a custom integration Reviewing Datadog monitor threshold options before creating an alert

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Datadog Docs
  • LLM-Friendly Documentation
  • How to Use llms.txt
  • Key Documentation Sections
  • Scope Guardrails
  • Failure Handling

deusyu/translate-book

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/deusyu/translate-book/blob/main/SKILL.md

Function: Translate books (PDF/DOCX/EPUB) via parallel sub-agents with resume

When to use it: Use when a task needs the capability described in this catalog entry: Translate books (PDF/DOCX/EPUB) via parallel sub-agents with resume

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Book Translation Skill
  • Workflow
  • 1. Collect Parameters
  • 2. Preprocess — Convert to Markdown Chunks
  • 3. Discover Source Chunks
  • 3.5. Build Glossary (term consistency)
  • 3.7. Plan Selective Re-translation
  • 4. Parallel Translation with Sub-Agents
  • 4.5. Merge Sub-Agent Meta Into Glossary (after each batch)
  • 5. Verify Completeness and Retry
  • 6. Translate Book Title
  • 7. Post-process — Merge and Build
  • 8. Report Results
  • 9. Spot Fixes After the Build

duckdb/duckdb-docs

Catalog entry: Skills by DuckDB
Source documentation: https://github.com/duckdb/duckdb-skills/blob/main/skills/duckdb-docs/SKILL.md

Function: Search DuckDB and DuckLake documentation using full-text search over HTTPS

When to use it: Looking up DuckDB SQL function syntax like arg_max or list_aggregate Finding DuckLake catalog configuration options Checking stable vs nightly differences for a specific DuckDB feature Searching blog posts for the motivation behind a DuckDB design decision Debugging a DuckDB query by retrieving the relevant reference docs

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Step 1 — Check DuckDB is installed
  • Step 2 — Ensure required extensions are installed
  • Step 3 — Choose the data source and extract search terms
  • Data source selection
  • Search terms
  • Step 4 — Ensure local cache is fresh
  • Step 5 — Search the docs
  • Step 6 — Handle errors
  • Step 7 — Present results

garrytan/document-release

Catalog entry: Skills by Garry Tan (gstack)
Source documentation: https://github.com/garrytan/gstack/blob/main/document-release/SKILL.md

Function: Technical Writer: update all project docs to match what you just shipped

When to use it: Updating README feature tables after merging a new command Fixing stale file paths in CONTRIBUTING after a repo restructure Polishing CHANGELOG entries from commit-message tone to user-facing language Marking TODO items as complete when the diff shows the work is done Checking cross-doc consistency before a PR merges

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Shared preamble (load first)
  • Preamble (run first)
  • Question Tuning (skip entirely if `QUESTION_TUNING: false`)
  • Telemetry (run last)
  • Step 0: Detect platform and base branch
  • Document Release: Documentation Audit and Update
  • Ship-owned documentation mode
  • Section index — Read each section when its situation applies
  • Step 1: Pre-flight & Diff Analysis
  • Step 1.5: Coverage Map (Blast-Radius Analysis)
  • Important Rules

ilyautov/humanizer-ru

Catalog entry: Marketing
Source documentation: https://github.com/ilyautov/humanizer-ru/blob/main/skills/humanizer-ru/SKILL.md

Function: Removes 64 AI-writing markers from Russian text, with scanner

When to use it: Use when a task needs the capability described in this catalog entry: Removes 64 AI-writing markers from Russian text, with scanner

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Humanizer-RU v3.32.0
  • Выбери режим
  • Шаг 1. Диагностика
  • Регистр: что где снимается
  • Жёсткие запреты (HARD BANS)
  • Шаг 2. Правка по разметке
  • Шаг 3. Сверка с исходником
  • Что получает пользователь

JayPokale/chisle

Catalog entry: Context Engineering
Source documentation: https://github.com/JayPokale/Chisle/blob/main/skills/chisle/SKILL.md

Function: Cuts agent tokens: terse prose, lean code, trimmed tool output

When to use it: Use when user says “chisle mode”, “activate chisle”, “chislify”, “be efficient”, “be minimal”, “no fluff”, “yagni”, or invokes /chisle. Deactivate: “stop chisle” / “normal mode”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Chisle
  • Persistence
  • Prose: Maximum Signal Per Token
  • Code: The Efficiency Ladder
  • Thinking Is Billed Too
  • Code Rules
  • Context Diet: Read Less Into the Window
  • Output Format
  • Auto-Clarity
  • When NOT to be lazy
  • Boundaries

kklimuk/docx-cli

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/kklimuk/docx-cli/blob/main/skills/docx-cli/SKILL.md

Function: Work on .docx files at ~1/2 cost of other skills.

When to use it: Use when a task needs the capability described in this catalog entry: Work on .docx files at ~1/2 cost of other skills.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • docx-cli
  • 0. Make sure the binary is on PATH
  • 1. The contract is `--help` — start there
  • Which workflow?
  • 2. Locators — how you address things
  • 3. Golden workflows
  • Fill out a form or contract (keeps formatting)
  • Redline with tracked changes
  • Finalize a returned redline
  • Comment on clauses
  • Read / extract
  • Build from scratch / verify layout
  • 4. Apply many changes from one read — `--batch`
  • 5. Output & safety contract
  • 6. Going deeper

makenotion/knowledge-capture

Catalog entry: Skills by Notion
Source documentation: https://github.com/makenotion/notion-cookbook/blob/main/README.md

Function: Transform conversations into structured Notion documentation pages with proper organization and linking

When to use it: Saving a technical decision from a chat thread as a formal decision record in Notion Turning a debugging session into a step-by-step how-to guide linked from the team wiki Converting a Q&A exchange into FAQ entries with proper tags and category properties Writing up a production incident as a post-mortem page under the relevant project Capturing architecture notes from a code review into a searchable documentation database

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Notion cookbook
  • What do you want to build?
  • Quickstarts
  • Using this cookbook with a coding agent
  • Run an API example
  • Deploy a Worker
  • API examples
  • Worker examples
  • Default template
  • Sync external data into Notion
  • Add tools to a Notion Agent
  • Handle webhooks
  • More resources
  • Community
  • License

manavmishra/zero-slop

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/manavmishra/ZeroSlop/blob/main/SKILL.md

Function: Edits AI-sounding prose while preserving facts, voice, and formatting

When to use it: Use when a task needs the capability described in this catalog entry: Edits AI-sounding prose while preserving facts, voice, and formatting

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Zero Slop
  • Hard rules (non-negotiable)
  • Eight roles, one pipeline
  • Detailed workflow
  • References
  • Worked example (LinkedIn)

mattpocock/skills

Catalog entry: Development and Testing
Source documentation: https://github.com/mattpocock/skills/blob/main/README.md

Function: 17 dev workflow skills: PRD writing, TDD, codebase architecture, git guardrails, issue triage, refactoring plans, and more

When to use it: Use when a task needs the capability described in this catalog entry: 17 dev workflow skills: PRD writing, TDD, codebase architecture, git guardrails, issue triage, refactoring plans, and more

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Skills For Real Engineers
  • Installation (30-second setup)
  • 1. Get the skills
  • 2. Run `/setup-matt-pocock-skills`
  • 3. Bam - you’re ready to go.
  • Why These Skills Exist
  • #1: The Agent Didn’t Do What I Want
  • #2: The Agent Is Way Too Verbose
  • #3: The Code Doesn’t Work
  • #4: We Built A Ball Of Mud
  • Summary
  • Reference
  • Engineering
  • Productivity

This catalog entry points to a collection. The scanned repository lists 39 distinct skill-file paths.

Sample members: ask-matt · code-review · codebase-design · diagnosing-bugs · domain-modeling · grill-with-docs · implement-spec · implement
More members are available in the source repository.

MiniMax-AI/minimax-docx

Catalog entry: Skills by MiniMax Team
Source documentation: https://github.com/MiniMax-AI/skills/blob/main/skills/minimax-docx/SKILL.md

Function: Professional DOCX document creation and editing using OpenXML SDK

When to use it: use this skill whenever the user wants to produce, modify, or format a Word document — including when they say “write a report”, “draft a proposal”, “make a contract”, “fill in this form”, “reformat to match this template”, or any task whose final output is a .docx file. Even if the user doesn’t mention “docx” explicitly, if the task implies a printable/formal document, use this skill.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • minimax-docx
  • Setup
  • Quick Start: Direct C# Path
  • CLI shorthand
  • Pipeline routing
  • Pre-processing
  • Scenario A: Create
  • Scenario B: Edit / Fill
  • Scenario C: Apply Template
  • Validation pipeline
  • Critical rules
  • References
  • Scenario guides (read first for each pipeline)
  • C# code samples (compilable, heavily commented — read when writing code)
  • Markdown references (read when you need specifications or design rules)

MiniMax-AI/minimax-pdf

Catalog entry: Skills by MiniMax Team
Source documentation: https://github.com/MiniMax-AI/skills/blob/main/skills/minimax-pdf/SKILL.md

Function: Generate, fill, and reformat PDFs with a token-based design system and 15 cover styles

When to use it: Use this skill when visual quality and design identity matter for a PDF. CREATE (generate from scratch): “make a PDF”, “generate a report”, “write a proposal”, “create a resume”, “beautiful PDF”, “professional document”, “cover page”, “polished PDF”, “client-ready document”. FILL (complete form fields): “fill in the form”, “fill out this PDF”, “complete the form fields”, “write values into PDF”, “what fields does this PDF have”. REFORMAT (apply design to an existing doc): “reformat this document”, “apply our style”, “convert this Markdown/text to PDF”, “make this doc look good”, “re-style this PDF”. This skill us

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • minimax-pdf
  • Read `design/design.md` before any CREATE or REFORMAT work.
  • Route table
  • Route A: CREATE
  • Route B: FILL
  • Route C: REFORMAT
  • Environment

MiniMax-AI/minimax-xlsx

Catalog entry: Skills by MiniMax Team
Source documentation: https://github.com/MiniMax-AI/skills/blob/main/skills/minimax-xlsx/SKILL.md

Function: Create, read, analyze, and validate Excel/spreadsheet files with zero format loss

When to use it: Use when the user asks to create, build, modify, analyze, read, validate, or format any Excel spreadsheet, financial model, pivot table, or tabular data file. Covers: creating new xlsx from scratch, reading and analyzing existing files, editing existing xlsx with zero format loss, formula recalculation and validation, and applying professional financial formatting standards. Triggers on ‘spreadsheet’, ‘Excel’, ‘.xlsx’, ‘.csv’, ‘pivot table’, ‘financial model’, ‘formula’, or any request to produce tabular data in Excel format.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • MiniMax XLSX Skill
  • Task Routing
  • READ — Analyze data (read `references/read-analyze.md` first)
  • CREATE — XML template (read `references/create.md` + `references/format.md`)
  • EDIT — XML direct-edit (read `references/edit.md` first)
  • FIX — Repair broken formulas (read `references/fix.md` first)
  • VALIDATE — Check formulas (read `references/validate.md` first)
  • Financial Color Standard
  • Key Rules
  • Utility Scripts

MiniMax-AI/pptx-generator

Catalog entry: Skills by MiniMax Team
Source documentation: https://github.com/MiniMax-AI/skills/blob/main/skills/pptx-generator/SKILL.md

Function: Create and edit PowerPoint presentations from scratch with PptxGenJS

When to use it: Building a 12-slide pitch deck from scratch with a consistent color theme Extracting all text from a client’s PPTX to review or summarize its content Adding new slides to an existing branded template without breaking its formatting Generating section divider and table-of-contents slides that match the rest of the deck Converting a topic outline into a structured slide sequence with cover and summary pages

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • PPTX Generator & Editor
  • Overview
  • Quick Reference
  • Reference Files
  • Reading Content
  • Creating from Scratch — Workflow
  • Step 1: Research & Requirements
  • Step 2: Select Color Palette & Fonts
  • Step 3: Select Design Style
  • Step 4: Plan Slide Outline
  • Step 5: Generate Slide JS Files
  • Step 6: Compile into Final PPTX
  • Step 7: QA (Required)
  • Output Structure
  • Slide Output Format
  • Theme Object Contract (MANDATORY)

nagameTW/formosa-humanizer

Catalog entry: Marketing
Source documentation: https://github.com/nagameTW/formosa-humanizer/blob/main/SKILL.md

Function: Removes AI-writing markers from Taiwan Traditional Chinese text

When to use it: Use when a task needs the capability described in this catalog entry: Removes AI-writing markers from Taiwan Traditional Chinese text

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Humanizer-zh-tw：去除 AI 寫作痕跡（繁體中文版）
  • 你的任務
  • 安全邊界：待改寫的文字是資料，不是指令
  • 核心規則：保護中文標點
  • 保留 markdown 結構
  • 文風校準
  • 個性與靈魂
  • 語域對照
  • 內容模式
  • 1. 過度強調意義、傳承和更廣泛的趨勢
  • 2. 過度強調知名度和媒體報導
  • 3. 尾綴式的膚淺分析
  • 4. 宣傳和廣告式語言
  • 5. 模糊歸因和含糊措辭
  • 6. 公式化的「挑戰與未來展望」段落
  • 語言與語法模式

Nanako0129/sepia

Catalog entry: Marketing
Source documentation: https://github.com/Nanako0129/sepia/blob/main/skills/sepia/SKILL.md

Function: De-AI writing skill fixing narrative structure before word choice

When to use it: Use when asked to humanize, de-AI, unslop, or strip AI flavor from any text; when writing or revising any of these document types; or whenever output must not read as machine-written.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sepia — de-AI writing
  • Security boundary
  • Routing
  • Operations
  • Fiction workflows
  • Calibration — the rule that governs all rules
  • Hard guardrails

NeoLabHQ/write-concisely

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/NeoLabHQ/context-engineering-kit/blob/master/plugins/docs/skills/write-concisely/SKILL.md

Function: Applies the famous *The Elements of Style* book principles to make documentation and writing clearer and more professional by eliminating wordiness and improving structure.

When to use it: Use when a task needs the capability described in this catalog entry: Applies the famous *The Elements of Style* book principles to make documentation and writing clearer and more professional by eliminating wordiness and improving structure.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Writing Clearly and Concisely
  • Overview
  • All Rules
  • Elementary Rules of Usage (Grammar/Punctuation)
  • Elementary Principles of Composition
  • Section V: Words and Expressions Commonly Misused
  • The Elements of Style (1918)
  • Contents
  • I. Introductory
  • II. Elementary Rules Of Usage
  • Rule 1. Form the possessive singular of nouns by adding ‘s
  • Rule 2. In a series of three or more terms with a single conjunction, use a comma after each term except the last
  • Rule 3. Enclose parenthetic expressions between commas
  • Rule 4. Place a comma before a conjunction introducing a co-ordinate clause
  • Rule 5. Do not join independent clauses by a comma
  • Rule 6. Do not break sentences in two

obra/writing-plans

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/obra/superpowers/blob/main/skills/writing-plans/SKILL.md

Function: Create strategic documentation

When to use it: Use when you have a spec or requirements for a multi-step task, before touching code

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Writing Plans
  • Overview
  • Scope Check
  • File Structure
  • Task Right-Sizing
  • Step Granularity
  • Plan Document Header
  • Task Structure
  • What a Step Contains
  • Self-Review
  • Execution Handoff

obra/writing-skills

Catalog entry: Development and Testing
Source documentation: https://github.com/obra/superpowers/blob/main/skills/writing-skills/SKILL.md

Function: Develop and document capabilities

When to use it: Use when creating new skills, editing existing skills, or verifying skills work before deployment

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Writing Skills
  • Overview
  • What is a Skill?
  • TDD Mapping for Skills
  • When to Create a Skill
  • Skill Types
  • Technique
  • Pattern
  • Reference
  • Directory Structure
  • Writing SKILL.md
  • Flowcharts
  • Code Examples
  • File Organization
  • Self-Contained Skill
  • Skill with Reusable Tool

openai/doc

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/README.md

Function: Read, create, and edit .docx documents with formatting and layout fidelity

When to use it: Reading DOCX files that contain tables or diagrams where layout context matters Generating a formatted report from structured data with consistent headings and styles Editing an existing contract or proposal without breaking its original formatting Validating a client document visually before sending it out Converting DOCX to PDF and spot-checking each page for spacing or alignment issues

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agent Skills
  • Installing a skill
  • License

openai/figma

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/figma/SKILL.md

Function: Use the Figma MCP server to fetch design context and translate nodes into production code

When to use it: Fetching exact layout and spacing from a Figma frame before writing component code Converting a Figma variant into React + Tailwind without manually measuring values Pulling SVG and image assets directly from Figma instead of exporting them manually Validating a finished UI implementation against the original Figma screenshot Troubleshooting Figma MCP setup and node ID resolution issues

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Figma MCP
  • Figma MCP Integration Rules
  • Required flow (do not skip)
  • Implementation rules
  • Asset handling
  • Link-based prompting
  • References

openai/figma-generate-design

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/figma-generate-design/SKILL.md

Function: Translate app pages and layouts into Figma using design system tokens

When to use it: use when the task involves translating an application page, view, or multi-section layout into Figma. Triggers: ‘write to Figma’, ‘create in Figma from code’, ‘push page to Figma’, ‘take this app/page and build it in Figma’, ‘create a screen’, ‘build a landing page in Figma’, ‘update the Figma screen to match code’. This is the preferred workflow skill whenever the user wants to build or update a full page, screen, or view in Figma from code or a description. Discovers design system components, variables, and styles via search_design_system, imports them, and assembles screens incrementally section-by-section usi

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Build / Update Screens from Design System
  • Skill Boundaries
  • Prerequisites
  • Parallel Workflow with generate_figma_design (Web Apps Only)
  • Required Workflow
  • Step 1: Understand the Screen
  • Step 2: Discover Design System — Components, Variables, and Styles
  • Step 3: Create the Page Wrapper Frame First
  • Step 4: Build Each Section Inside the Wrapper
  • Step 5: Validate the Full Screen
  • Step 6: Updating an Existing Screen
  • Reference Docs
  • Error Recovery
  • Best Practices

openai/figma-implement-design

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/figma-implement-design/SKILL.md

Function: Translate Figma designs into production-ready code with 1:1 visual fidelity

When to use it: Use when implementing UI code from Figma files, when user mentions “implement design”, “generate code”, “implement component”, provides Figma URLs, or asks to build components matching Figma specs. For Figma canvas writes via `use_figma`, use `figma-use`.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Implement Design
  • Overview
  • Skill Boundaries
  • Prerequisites
  • Required Workflow
  • Step 1: Get Node ID
  • Step 2: Fetch Design Context
  • Step 3: Capture Visual Reference
  • Step 4: Download Required Assets
  • Step 5: Translate to Project Conventions
  • Step 6: Achieve 1:1 Visual Parity
  • Step 7: Validate Against Figma
  • Implementation Rules
  • Component Organization
  • Design System Integration
  • Code Quality

openai/openai-docs

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/openai-docs/SKILL.md

Function: Provide authoritative guidance from OpenAI developer documentation

When to use it: Use when the user asks how to build with OpenAI products or APIs, asks about Codex itself or choosing Codex surfaces, needs up-to-date official documentation with citations, help choosing the latest model for a use case, or model upgrade and prompt-upgrade guidance; use OpenAI docs MCP tools for non-Codex docs questions, use the Codex manual helper first for broad Codex self-knowledge, and restrict fallback browsing to official OpenAI domains.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • OpenAI Docs
  • Workflow Configuration
  • Source Priority
  • OpenAI product snapshots
  • Codex self-knowledge
  • Source Route
  • Surface Map
  • Boundaries And Output
  • If MCP server is missing
  • Workflow
  • Reference map
  • Quality rules
  • Tooling notes

openai/pdf

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/pdf/SKILL.md

Function: Read, create, and review PDFs with layout and visual formatting integrity

When to use it: Use when tasks involve reading, creating, or reviewing PDF files where rendering and layout matter; prefer visual checks by rendering pages (Poppler) and use Python tools such as `reportlab`, `pdfplumber`, and `pypdf` for generation and extraction.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • PDF Skill
  • When to use
  • Workflow
  • Temp and output conventions
  • Dependencies (install if missing)
  • Environment
  • Rendering command
  • Quality expectations
  • Final checks

openai/sentry

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/sentry/SKILL.md

Function: Inspect Sentry issues, summarize production errors, and pull health data

When to use it: Use when the user asks to inspect Sentry issues or events, summarize recent production errors, or pull basic Sentry health data via the Sentry CLI; perform read-only queries using the `sentry` command.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry (Read-only Observability)
  • Quick start
  • Core tasks (use Sentry CLI)
  • 1) List issues (ordered by most recent)
  • 2) Resolve an issue short ID to issue detail
  • 3) Issue detail
  • 4) Issue events
  • 5) Event detail
  • 6) AI-powered root cause analysis
  • 7) AI-powered fix plan
  • Fallback: arbitrary API access
  • Inputs and defaults
  • Output formatting rules
  • Golden test inputs

openai/slides

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/README.md

Function: Create and edit .pptx presentation decks with PptxGenJS

When to use it: Rebuilding a PDF presentation into an editable .pptx from scratch Adding a bar chart to an existing slide without breaking the layout Checking a dense slide deck for text overflow before a client handoff Recreating a reference deck while matching its exact aspect ratio and typography Diagnosing font substitution warnings after opening a deck on a different machine

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agent Skills
  • Installing a skill
  • License

openai/spreadsheet

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/README.md

Function: Create, edit, analyze, and visualize spreadsheets with formulas

When to use it: Building a financial model with formula-linked cells and color-coded inputs Converting a CSV export into a formatted .xlsx report with headers and borders Adding pivot-style summary tables to an existing workbook without breaking references Auditing a spreadsheet for broken formulas like #REF! or #DIV/0! errors Generating an IB-style DCF with section headers, indented line items, and cited assumptions

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agent Skills
  • Installing a skill
  • License

PSPDFKit-labs/nutrient-agent-skill

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/PSPDFKit-labs/nutrient-agent-skill/blob/main/nutrient-document-processing/SKILL.md

Function: Document processing with Nutrient DWS API: convert (PDF/DOCX/XLSX/PPTX/HTML/images), extract text/tables, OCR (20+ languages), redact PII (pattern + AI), watermark, digital signatures, form filling. [MCP server](https://www\.npmjs\.com/package/@nutrient\-sdk/dws\-mcp\-server\) also available.

When to use it: Use when a task needs the capability described in this catalog entry: Document processing with Nutrient DWS API: convert (PDF/DOCX/XLSX/PPTX/HTML/images), extract text/tables, OCR (20+ languages), redact PII (pattern + AI), watermark, digital signatures, form filling. [MCP server](https://www\.npmjs\.com/package/@nutrient\-sdk/dws\-mcp\-server\) also available.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Nutrient Document Processing
  • Product router
  • Setup
  • Paid-run approval gate
  • Helper preference
  • Single-operation helpers
  • Multi-step workflow template
  • Safety rules
  • Reference map

SHADOWPR0/beautiful_prose

Catalog entry: Marketing
Source documentation: https://github.com/SHADOWPR0/beautiful_prose/blob/main/SKILL.md

Function: Hard-edged writing style contract for timeless, forceful English prose without AI tics

When to use it: Use when users ask for prose or rewrites that must be clean, exact, concrete, and free of AI cadence, filler, or therapeutic tone.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Beautiful Prose (Claude Skill)
  • What this skill does
  • Activation
  • Absolute prohibitions
  • 1) Em dashes
  • 2) “It’s not X, it’s Y” constructions
  • 3) Filler transitions and scene-setting
  • 4) Therapeutic or validating language
  • 5) AI tells and meta commentary
  • 6) Symmetry padding
  • Positive constraints
  • Sentence craft
  • Word choice
  • Rhythm and structure
  • Authority
  • Registers (optional)

Skill_Seekers

Catalog entry: Development and Testing
Source documentation: https://github.com/yusufkaraaslan/Skill_Seekers/blob/development/README.md

Function: Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes

When to use it: Use when a task needs the capability described in this catalog entry: Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Skill Seekers
  • 💛 Sponsors
  • Bronze Sponsors
  • 🚀 Quick Start
  • 🛰️ AI-driven project scan
  • All 18 source types
  • 📦 Installation
  • 📚 Documentation
  • 🎯 What you get
  • Export targets (22)
  • Why it matters
  • ✨ Key capabilities
  • 🔌 MCP Integration (40 tools)
  • 🤖 Installing to AI agents
  • Uploading to Claude
  • ⚙️ How it works

This catalog entry points to a collection. The scanned repository lists 26 distinct skill-file paths.

Sample members: skill-builder · skill-seekers · chat · chat_empty · chat_single · chat_topics · epub · epub_kw
More members are available in the source repository.

smixs/creative-director-skill

Catalog entry: Marketing
Source documentation: https://github.com/smixs/creative-director-skill/blob/main/creative-director/SKILL.md

Function: AI creative director with recursive self-assessment: 20+ methodologies (SIT, TRIZ, Bisociation, SCAMPER, Synectics), 3-axis evaluation calibrated against Cannes/D&AD/HumanKind, 5-phase process from brief to presentation

When to use it: Use when the user asks to generate creative concepts, brainstorm campaign ideas, develop a Big Idea or campaign platform, evaluate or critique existing creative work, find consumer insights, or shares a brief for ideation — including activations, PR-stunts, brand utility, experiential, and non-advertising ideas. Calibrates against a library of 569 legendary campaigns (P01-P18 pattern map) to detect saturation and ensure originality. Do not use for media planning, production budgeting, brand identity/logo design, copywriting final drafts, or market research data collection.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Creative Director
  • Instructions
  • Phase Router
  • Phase 1: INTAKE (brief reception)
  • Phase 2: INSIGHT (insight discovery)
  • Phase 3: IDEATION (idea generation)
  • Phase 4: EVALUATE + REFINE (recursive cycle)
  • Phase 5: ARTICULATE (final output)
  • Creative Constitution (short form)
  • HumanKind Scale + Gap Analysis
  • Anti-Pitfall Rules
  • Calibration (dual system)
  • Output Format
  • Final deliverable (standard)
  • References
  • Examples

trailofbits/culture-index

Catalog entry: Security Skills by Trail of Bits Team
Source documentation: https://github.com/trailofbits/skills/blob/main/plugins/culture-index/skills/interpreting-culture-index/SKILL.md

Function: Index and search culture documentation

When to use it: Use when the user shares a Culture Index PDF or JSON profile, asks what someone’s CI traits mean, compares Culture Index profiles across a team or against a hiring profile, or asks about burnout risk from Survey-versus-Job gaps.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • When to Use
  • When NOT to Use

vercel-labs/writing-guidelines

Catalog entry: Skills by Vercel Engineering Team
Source documentation: https://github.com/vercel-labs/agent-skills/blob/main/skills/writing-guidelines/SKILL.md

Function: Review documentation against Writing Guidelines

When to use it: Use when asked to “review my docs”, “check writing style”, “audit prose”, “review docs voice and tone”, or “check this page against the writing handbook”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Writing Guidelines
  • How It Works
  • Guidelines Source
  • Usage

zarazhangrui/frontend-slides

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/zarazhangrui/frontend-slides/blob/main/SKILL.md

Function: Generate animation-rich HTML presentations with visual style previews

When to use it: Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a talk/pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Frontend Slides
  • Core Principles
  • Design Aesthetics
  • Fixed Stage Rules
  • Content Density Modes
  • Phase 0: Detect Mode
  • Mode C: Modification Rules
  • Phase 1: Content Discovery (New Presentations)
  • Step 1.2: Image Evaluation (if images provided)
  • Phase 2: Style Discovery
  • Step 2.0: Generate 3 Style Previews Directly
  • Step 2.1: User Picks
  • Phase 3: Generate Presentation
  • Phase 4: PPT Conversion
  • Phase 5: Delivery
  • Phase 6: Share & Export (Optional)

zilliztech/mfs

Catalog entry: Context Engineering
Source documentation: https://github.com/zilliztech/mfs/blob/main/README.md

Function: `mfs-find` / `mfs-ingest` skills that search, grep and read across your code, docs, chat (Slack/Gmail/Jira), databases and object stores as one file-like, searchable namespace; self-hosted with local ONNX embeddings

When to use it: Use when a task needs the capability described in this catalog entry: `mfs-find` / `mfs-ingest` skills that search, grep and read across your code, docs, chat (Slack/Gmail/Jira), databases and object stores as one file-like, searchable namespace; self-hosted with local ONNX embeddings

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • 🚀 Quick start
  • Start the server
  • Install the CLI
  • Set environment variables
  • Skill install
  • 💡 Use cases
  • 🧠 Your agent’s memory and skills
  • 💻 Your codebases
  • 📄 Documents, images, any format
  • ☁️ Cloud drives and buckets
  • 🌍 Online sources
  • 💬 Team chat and tickets
  • 🎫 Customers and support
  • 🗄️ Production data
  • 🌐 One query across all of them at once
  • 🧰 Commands

This catalog entry points to a collection. The scanned repository lists 4 distinct skill-file paths.

Sample members: deep-research · open-tag · mfs-find · mfs-ingest

Back to the category index

本分类中文版

Posted Updated Agent Skills / Research & Learningan hour read (About 7037 words)

Research & Learning | Agent Skills

Research & Learning

Research and learning skills support discovery, literature and experiment workflows, structured inquiry, and knowledge development.

Catalog snapshot: November 2, 2026

Category menu

Skills in this category

bevibing/tutor-skills

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/bevibing/tutor-skills/blob/main/README.md

Function: Transform docs or codebases into Obsidian StudyVaults with interactive quizzes

When to use it: Use when a task needs the capability described in this catalog entry: Transform docs or codebases into Obsidian StudyVaults with interactive quizzes

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • tutor-skill
  • How It Works
  • Skills Overview
  • Quick Start
  • One-line install (recommended)
  • Manual install
  • Step 1: Generate a StudyVault
  • Step 2: Start Quizzing
  • tutor-setup
  • Document Mode
  • Codebase Mode
  • tutor
  • Session Types
  • Quiz Flow
  • Progress Tracking
  • The Learning Cycle

This catalog entry points to a collection. The scanned repository lists 2 distinct skill-file paths.

Sample members: tutor-setup · tutor

Bomx/distribb-skill

Catalog entry: Marketing
Source documentation: https://github.com/Bomx/distribb-skill/blob/main/SKILL.md

Function: SEO articles, keyword research, CMS publishing, high-DR backlink exchange

When to use it: Use this skill when the user wants to create SEO-optimized articles, find keywords, get real backlinks from other businesses, run link building or backlink outreach campaigns, publish to their CMS, manage their content calendar, manage their Google Business Profile and its reviews, post to their connected social accounts, or manage Microworkers campaigns. Also use it to run paid ads on Meta, Google, TikTok and LinkedIn, and to use or connect any integration the user has on Distribb (ad accounts, social inboxes and DMs, analytics tools, bank accounts, email and outreach tools, databases, GitHub, and new integratio

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • FIRST TIME READING THIS SKILL? STOP. WALK THE USER THROUGH THIS BEFORE ANYTHING ELSE.
  • A. What Distribb is, in one breath
  • B. The proper SEO process (show this list to the user every first run)
  • C. The Backlink Exchange (explain this clearly, it is the differentiator)
  • D. Slash commands
  • E. Getting an account
  • Setup
  • API Base URL
  • Validate Your API Key
  • What You Get
  • Start Here: Onboarding and the Two Connections
  • The SEO Audit (Run This First)
  • Platform Tour: Where Things Live
  • Plans, Backlink Exchange, and the Accelerator
  • Core Workflow
  • Mandatory Article HTML Contract and Safe Edit Protocol

checkout-page/ecommerce-skills

Catalog entry: Marketing
Source documentation: https://github.com/checkout-page/ecommerce-skills/blob/main/README.md

Function: 19 research-based skills for ecommerce pricing, discounts, and checkout

When to use it: Use when a task needs the capability described in this catalog entry: 19 research-based skills for ecommerce pricing, discounts, and checkout

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Ecommerce Skills for AI Agents
  • What are Skills?
  • Example
  • Available Skills
  • By goal
  • By task
  • By product type
  • Installation
  • Option 1: CLI Install (Recommended)
  • Option 2: Claude Code Plugin
  • Option 3: Clone and Copy
  • Usage
  • The evidence
  • Accept payments on your site
  • License

This catalog entry points to a collection. The scanned repository lists 20 distinct skill-file paths.

Sample members: service-pricing · checkout-ux · digital-product-pricing · discounts · event-pricing · increase-aov · increase-conversion · increase-repeat-purchases
More members are available in the source repository.

Citlyze/citlyze-skills

Catalog entry: Marketing
Source documentation: https://github.com/citlyze/citlyze-skills/blob/main/README.md

Function: AI search visibility skills from the Citlyze team: window-over-window visibility reports, citation gap analysis, prompt audits, and action plans via the Citlyze MCP server, plus a standalone AEO page audit that grades any URL without an account

When to use it: Use when a task needs the capability described in this catalog entry: AI search visibility skills from the Citlyze team: window-over-window visibility reports, citation gap analysis, prompt audits, and action plans via the Citlyze MCP server, plus a standalone AEO page audit that grades any URL without an account

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Citlyze Agent Skills
  • Skills
  • Install
  • Connect Citlyze (for the MCP-based skills)
  • About Citlyze

This catalog entry points to a collection. The scanned repository lists 5 distinct skill-file paths.

Sample members: aeo-page-audit · citlyze-action-plan · citlyze-citation-gap · citlyze-prompt-audit · citlyze-visibility-report

dankofly/perfectify

Catalog entry: Context Engineering
Source documentation: https://github.com/dankofly/perfectify/blob/main/skill/dagx-agi-kernel/SKILL.md

Function: Self-improving control kernel (DAGx AGI Kernel): hard approval stops for irreversible actions, evidence-gated completion, and a self-learning playbook with drift governance. Behaviorally evaluated; works across Claude Code, Codex, Hermes, and OpenCode

When to use it: Use when a task needs the capability described in this catalog entry: Self-improving control kernel (DAGx AGI Kernel): hard approval stops for irreversible actions, evidence-gated completion, and a self-learning playbook with drift governance. Behaviorally evaluated; works across Claude Code, Codex, Hermes, and OpenCode

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Perfectify Control Kernel
  • Objective
  • Activate Selectively
  • Core Invariants
  • Choose the Smallest Sufficient Mode
  • Execution Contract
  • Harness Efficiency Runtime
  • Evidence and Promotion
  • Failure and Learning
  • Orchestration and Mutations
  • Approval gate runtime (external/irreversible actions)
  • Novel Tasks and Generalization
  • Output
  • Maintenance and Behavioral Evaluation
  • Loops
  • Post-task Learning (F1+ tasks)

datadog-labs/dd-llmo-experiment-analyzer

Catalog entry: Skills by Datadog Labs
Source documentation: https://github.com/datadog-labs/agent-skills/blob/main/README.md

Function: Analyze single or comparative LLM experiment results

When to use it: Comparing two LLM experiment runs to find where the candidate regressed Drilling into the worst-performing segments of a single evaluation run Answering a specific question about metric differences between a baseline and candidate Exporting an experiment analysis report to a Datadog notebook for team review Spotting error clusters and failure themes across experiment events

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Datadog Skills for AI Agents
  • Skills
  • Install
  • Setup Pup
  • Add Skill(s)
  • Agent Observability (LLMO)
  • Software Delivery (dd-software-delivery)
  • Audit Trail (dd-audit)
  • Datadog Apps (dd-apps)
  • Quick Reference
  • Auth
  • More Skills
  • License

dmoshehun-prog/learn-from-materials

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/dmoshehun-prog/learn-from-materials/blob/main/SKILL.md

Function: Turn documents into source-grounded interactive learning pages for AI agents

When to use it: Use when a task needs the capability described in this catalog entry: Turn documents into source-grounded interactive learning pages for AI agents

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • 知识学习助手
  • 先确定请求
  • 顺序工作流程
  • 新系统学习的内容与复核
  • 学习页与关系图
  • 验收、恢复与交付
  • 材料边界与开源来源

ehmo/platform-design-skills

Catalog entry: Development and Testing
Source documentation: https://github.com/ehmo/platform-design-skills/blob/main/README.md

Function: 300+ design rules from Apple HIG, Material Design 3, and WCAG 2.2 for cross-platform apps

When to use it: Use when a task needs the capability described in this catalog entry: 300+ design rules from Apple HIG, Material Design 3, and WCAG 2.2 for cross-platform apps

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Platform Design Skills
  • Available Skills
  • ios
  • ipados
  • macos
  • watchos
  • visionos
  • tvos
  • android
  • web
  • Installation
  • Contributing (Pull Requests)
  • Usage
  • Skill Structure
  • Sources
  • Platform-normative sources

This catalog entry points to a collection. The scanned repository lists 8 distinct skill-file paths.

Sample members: android · ios · ipados · macos · tvos · visionos · watchos · web

emotixco/claude-skills-founder

Catalog entry: Marketing
Source documentation: https://github.com/emotixco/claude-skills-founder/blob/main/README.md

Function: Validate ideas, research competitors, price, pitch, and plan launches.

When to use it: Use when a task needs the capability described in this catalog entry: Validate ideas, research competitors, price, pitch, and plan launches.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Skills
  • Validation and research
  • Strategy and growth
  • Fundraising and metrics
  • Skills that build on each other
  • Install
  • Usage
  • Examples
  • What each skill produces
  • Philosophy
  • Contributing
  • License

This catalog entry points to a collection. The scanned repository lists 14 distinct skill-file paths.

Sample members: competitor-matrix · email-sequence · fundraise-prep · go-to-market · landing-page · metrics-dashboard · mvp-scope · persona-gen
More members are available in the source repository.

Ericyoung-183/alpha-insights

Catalog entry: Specialized Domains
Source documentation: https://github.com/Ericyoung-183/alpha-insights/blob/main/SKILL.md

Function: Harness-enforced business research for Claude Code and Codex

When to use it: Use when a task needs the capability described in this catalog entry: Harness-enforced business research for Claude Code and Codex

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Alpha Insights-BizAdvisor — Skill Main File
  • Workspace Resume Check
  • Opening Statement
  • Meta Information
  • Core Behavioral Rules
  • ⛔ Self-Containment Principle
  • ⛔ Change Cascade Rule
  • Search Strategy
  • Data Annotation Standards
  • Context Anchoring
  • Transparent Display of Professional Knowledge
  • ⛔ Workspace Path Rules
  • Stage Transition Protocol (Mandatory for Every Stage)
  • Stage Start Anchoring (Mandatory)
  • Stage Completion Transition (Mandatory)
  • Quality Assurance System

Eronred/aso-skills

Catalog entry: Marketing
Source documentation: https://github.com/Eronred/aso-skills/blob/main/README.md

Function: 30+ App Store Optimization skills for keyword research, metadata optimization, competitor analysis, creative optimization, and mobile growth strategies via Appeeky API

When to use it: Use when a task needs the capability described in this catalog entry: 30+ App Store Optimization skills for keyword research, metadata optimization, competitor analysis, creative optimization, and mobile growth strategies via Appeeky API

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • ASO & App Marketing Skills
  • Agent skills for user acquisition
  • Local App Growth
  • Why This Exists
  • Quick Start
  • Skills
  • ASO Core
  • Creative & International
  • Growth
  • Revenue & Retention
  • Analytics & Testing
  • Market Intelligence
  • Strategy & Recovery
  • Foundation
  • How It Works
  • Installation

This catalog entry points to a collection. The scanned repository lists 40 distinct skill-file paths.

Sample members: ab-test-store-listing · android-aso · app-analytics · app-clips · app-icon-optimization · app-launch · app-marketing-context · app-preview-video
More members are available in the source repository.

GarethManning/assessment-validity-checker

Catalog entry: Specialized Domains
Source documentation: https://github.com/GarethManning/education-agent-skills/blob/main/skills/curriculum-assessment/assessment-validity-checker/SKILL.md

Function: Audits assessments for validity, reliability, and learning alignment

When to use it: Use when reviewing or quality-assuring assessments before deployment.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • AGENT SKILLS STANDARD FIELDS (v2)
  • EXISTING FIELDS
  • Assessment Validity Checker
  • What This Skill Does
  • Evidence Foundation
  • Input Schema
  • Prompt
  • Example Output
  • Assessment Validity Analysis
  • Validity Analysis
  • Reliability Analysis
  • Consequential Validity
  • Threats Identified
  • Recommendations
  • Overall Verdict
  • Known Limitations

GarethManning/learning-target-authoring-guide

Catalog entry: Specialized Domains
Source documentation: https://github.com/GarethManning/education-agent-skills/blob/main/skills/original-frameworks/learning-target-authoring-guide/SKILL.md

Function: Authors observable competency learning targets across developmental bands

When to use it: Use when writing ‘I can’ statements for competency-based programmes.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • AGENT SKILLS STANDARD FIELDS (v2)
  • EXISTING FIELDS
  • Purpose-Driven Learning Target Authoring Guide
  • What This Skill Does
  • Evidence Foundation
  • Input Schema
  • Prompt
  • Example Output
  • Known Limitations

GarethManning/regenerative-project-design-orchestrator

Catalog entry: Specialized Domains
Source documentation: https://github.com/GarethManning/education-agent-skills/blob/main/skills/original-frameworks/regenerative-project-design-orchestrator/SKILL.md

Function: Orchestrates proportionate regenerative learning projects with safeguards and stewardship

When to use it: Use when a task needs the capability described in this catalog entry: Orchestrates proportionate regenerative learning projects with safeguards and stewardship

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • AGENT SKILLS STANDARD FIELDS (v2)
  • EXISTING FIELDS
  • Regenerative Project Design Orchestrator
  • What This Skill Does
  • Evidence Space and Strength of Evidence
  • Component Evidence
  • Synthesis Evidence
  • What This Skill Should Not Claim
  • Appropriate Use
  • Dependency Maintenance
  • Pathway Principle
  • Pathway Options
  • 1. Backwards Design Project
  • 2. Project-Based Learning / Inquiry Project
  • 3. SEEDS Regenerative Inquiry
  • 4. Compassionate Systems Action Project

getsentry/sentry-elixir-sdk

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Full Sentry SDK setup for Elixir, Phoenix, Plug, LiveView, Oban, and Quantum

When to use it: Adding Sentry to a Phoenix app Instrumenting LiveView events with tracing Monitoring Oban jobs with Sentry crons Wiring Sentry logging into a Plug-based service Capturing errors from Quantum-scheduled tasks

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

GiaSip/giasip-research

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/GiaSip/giasip-skills/blob/main/skills/giasip-research/SKILL.md

Function: Source-linked research reports with explicit unresolved checks

When to use it: Use when the user asks to research, investigate, compare competitors, study a market or industry, check the current status of a regulation or policy, search literature, or simply look something up that needs external sources. Any question that requires fetching outside information triggers this skill. To verify specific claims in an existing report, use a dedicated verification pass instead.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • GiaSip Research

greensock/gsap-plugins

Catalog entry: Skills by GSAP (GreenSock)
Source documentation: https://github.com/greensock/gsap-skills/blob/main/skills/gsap-plugins/SKILL.md

Function: Plugins including ScrollToPlugin, Flip, Draggable, SplitText, SVG, and physics

When to use it: Use when the user asks about a GSAP plugin, scroll-to, flip animations, draggable, SVG drawing, or plugin registration.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • GSAP Plugins
  • When to Use This Skill
  • Licensing & Install (important)
  • Registering Plugins
  • Scroll
  • ScrollToPlugin
  • ScrollSmoother
  • DOM / UI
  • Flip
  • Draggable
  • Inertia (InertiaPlugin)
  • Observer
  • Text
  • SplitText
  • ScrambleText
  • SVG

hanhuark/mechanical-engineering-research-skill

Catalog entry: Specialized Domains
Source documentation: https://github.com/hanhuark/mechanical-engineering-research-skill/blob/main/README.md

Function: Thermal-fluid research writing, proposals, DOE, and presentation feedback

When to use it: Use when a task needs the capability described in this catalog entry: Thermal-fluid research writing, proposals, DOE, and presentation feedback

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Mechanical Engineering Research Skill | Thermal-Fluid Research Workflow Plugin
  • Two-Minute Demo
  • Workflow
  • What It Catches
  • Quick Install
  • OpenAI Codex
  • Claude Code
  • Use With Generic Academic Workflows
  • Workflow Prompts
  • Showcase
  • Capabilities
  • Validation
  • Release Notes
  • Related Tools
  • Contributing
  • Maintainer Resources

This catalog entry points to a collection. The scanned repository lists 9 distinct skill-file paths.

Sample members: mechanical-engineering-research · research-data-analysis · research-mentor-review · research-proposal-development · research-schematic-design · research-slide-design · research-writing-literature · reviewer-author-loop
More members are available in the source repository.

helius-labs/helius-skills

Catalog entry: Specialized Domains
Source documentation: https://github.com/helius-labs/core-ai/blob/main/helius-skills/README.md

Function: Ship Solana apps end-to-end; transaction sending, asset queries, real-time streaming, token swaps, prediction markets, browser wallets, and deep research into protocol internals all powered by Helius APIs, DFlow trading, and Phantom wallet integrations

When to use it: Use when a task needs the capability described in this catalog entry: Ship Solana apps end-to-end; transaction sending, asset queries, real-time streaming, token swaps, prediction markets, browser wallets, and deep research into protocol internals all powered by Helius APIs, DFlow trading, and Phantom wallet integrations

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Helius Skills
  • Skills
  • Installation
  • Editing references

This catalog entry points to a collection. The scanned repository lists 6 distinct skill-file paths.

Sample members: helius-dflow · helius-jupiter · helius-okx · helius-phantom · helius · svm

hqhq1025/skill-optimizer

Catalog entry: Development and Testing
Source documentation: https://github.com/hqhq1025/skill-optimizer/blob/main/README.md

Function: Diagnose and optimize Agent Skills (SKILL.md) with real session data and research-backed static analysis. Works with Claude Code, Codex, and any Agent Skills-compatible agent

When to use it: Use when a task needs the capability described in this catalog entry: Diagnose and optimize Agent Skills (SKILL.md) with real session data and research-backed static analysis. Works with Claude Code, Codex, and any Agent Skills-compatible agent

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Skill Optimizer
  • Installation
  • Claude Code
  • Codex
  • Other Agent Skills-compatible agents
  • Platform Support
  • Usage
  • What Each Skill Does
  • skill-miner
  • skill-generalizer
  • skill-personalizer
  • Compatibility
  • Research Background
  • AI And Search Visibility
  • License

This catalog entry points to a collection. The scanned repository lists 3 distinct skill-file paths.

Sample members: skill-generalizer · skill-miner · skill-personalizer

huggingface/hugging-face-paper-pages

Catalog entry: Skills by Hugging Face Team
Source documentation: https://github.com/huggingface/skills/blob/main/README.md

Function: Create and manage paper pages on HF Hub

When to use it: Summarizing an AI paper from an arXiv or Hugging Face URL Finding all models and datasets linked to a specific research paper Pulling the author list and HF usernames for a given paper ID Browsing the daily papers feed filtered by date or submitter Searching Hugging Face papers by topic to find related work

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Hugging Face Skills
  • How do Skills work?
  • Installation
  • Claude Code
  • Codex
  • Gemini CLI
  • Cursor
  • Skills
  • Available skills
  • Using skills in your coding agent
  • Contribute or customize a skill
  • Marketplace
  • Additional references

huggingface/hugging-face-paper-publisher

Catalog entry: Skills by Hugging Face Team
Source documentation: https://github.com/huggingface/skills/blob/main/README.md

Function: Publish papers on HF Hub with model/dataset links

When to use it: Indexing a new arXiv paper to the Hugging Face Papers page Linking a published model card to the arXiv paper it was trained on Claiming authorship on a paper to display it on your HF profile Attaching multiple arXiv citations to a dataset card’s YAML metadata Generating a structured markdown research article from a template

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Hugging Face Skills
  • How do Skills work?
  • Installation
  • Claude Code
  • Codex
  • Gemini CLI
  • Cursor
  • Skills
  • Available skills
  • Using skills in your coding agent
  • Contribute or customize a skill
  • Marketplace
  • Additional references

huggingface/hugging-face-trackio

Catalog entry: Skills by Hugging Face Team
Source documentation: https://github.com/huggingface/skills/blob/main/README.md

Function: Track ML experiments with real-time dashboards

When to use it: Logging loss and accuracy metrics during a PyTorch training loop Polling for loss divergence alerts from a background training job Querying training run metrics as JSON to feed into an automated hyperparameter search Setting up Slack or Discord webhooks to receive training error notifications Syncing local experiment data to a Hugging Face Space so metrics persist after a cloud instance shuts down

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Hugging Face Skills
  • How do Skills work?
  • Installation
  • Claude Code
  • Codex
  • Gemini CLI
  • Cursor
  • Skills
  • Available skills
  • Using skills in your coding agent
  • Contribute or customize a skill
  • Marketplace
  • Additional references

Hyacehila/humanizer-zh-next

Catalog entry: Marketing
Source documentation: https://github.com/Hyacehila/humanizer-zh-next/blob/main/SKILL.md

Function: Chinese writing editor with academic and grant proposal modes

When to use it: Use when a task needs the capability described in this catalog entry: Chinese writing editor with academic and grant proposal modes

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Humanizer-zh-next：中文表达编辑
  • 任务与编辑优先级
  • 编辑深度
  • 体裁决策矩阵
  • 三个专用 reference
  • 作者声音与个性
  • 使用作者样本
  • 保留原稿已有的个性
  • 内容模式
  • 1. 过度强调意义、遗产和更广泛趋势
  • 2. 过度强调知名度和媒体报道
  • 3. 句尾动作短语制造肤浅分析
  • 4. 宣传和广告式语言
  • 5. 模糊归因和含糊权威
  • 6. 提纲式“挑战与未来展望”
  • 语言和语法模式

K-Dense-AI/scientific-agent-skills

Catalog entry: Specialized Domains
Source documentation: https://github.com/K-Dense-AI/scientific-agent-skills/blob/main/README.md

Function: Scientific research and analysis skills

When to use it: Use when a task needs the capability described in this catalog entry: Scientific research and analysis skills

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Scientific Agent Skills
  • 🎥 More tutorials
  • 📦 What’s Included
  • What’s new in 2.72.0
  • What’s new in 2.71.0
  • Recently added workflows
  • 📋 Table of Contents
  • 🚀 Why Use This?
  • ⚡ **Accelerate Your Research**
  • 🎯 **Comprehensive Coverage**
  • 🔧 **Easy Integration**
  • 🌟 **Maintained & Supported**
  • 🎯 Getting Started
  • Option 1: npx (supported hosts)
  • Option 2: GitHub CLI (`gh skill`)
  • Option 3: Agent Plugins (Cursor, Codex, and other plugin clients)

This catalog entry points to a collection. The scanned repository lists 177 distinct skill-file paths.

Sample members: 13c-metabolic-flux · adaptyv · aeon · alphagenome · analytical-method-validation · anndata · arbor · arboreto
More members are available in the source repository.

KalarisLabs/research-agent-skills

Catalog entry: Specialized Domains
Source documentation: https://github.com/KalarisLabs/research-agent-skills/blob/main/skills/research-agent-skills/SKILL.md

Function: 280+ skills for literature review, analysis, and paper writing

When to use it: Use when a researcher needs to choose a field of study, identify relevant specialist SKILL.md files, or coordinate a cross-disciplinary research workflow. For a narrow task with a matching specialist skill already available, use that skill directly.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Research Agent Skills by Kalaris Labs
  • Choose a skill
  • Verify the handoff

This catalog entry points to a collection. The scanned repository lists 0 distinct skill-file paths.

makenotion/meeting-intelligence

Catalog entry: Skills by Notion
Source documentation: https://github.com/makenotion/notion-cookbook/blob/main/README.md

Function: Prepare meeting materials by gathering Notion context and creating pre-reads and agendas

When to use it: Pulling last quarter’s meeting notes and project status into a pre-read before a customer review Building a timed agenda for a product decision meeting with options and decision points laid out Gathering sprint history from Notion tasks to prep a status update for stakeholders Drafting an executive review doc that distinguishes internal metrics from external talking points Creating a pre-meeting brief for a technical discussion that explains architecture choices to a mixed audience

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Notion cookbook
  • What do you want to build?
  • Quickstarts
  • Using this cookbook with a coding agent
  • Run an API example
  • Deploy a Worker
  • API examples
  • Worker examples
  • Default template
  • Sync external data into Notion
  • Add tools to a Notion Agent
  • Handle webhooks
  • More resources
  • Community
  • License

makenotion/research-documentation

Catalog entry: Skills by Notion
Source documentation: https://github.com/makenotion/notion-cookbook/blob/main/README.md

Function: Search Notion workspace, synthesize findings, and create comprehensive research reports

When to use it: Compiling a competitive analysis from pages spread across multiple Notion teamspaces Turning scattered meeting notes and project pages into a single summary document Pulling together all Notion pages tagged with a product name before a roadmap review Generating a technical brief from internal wiki pages on a specific system Creating a literature review page from research notes saved across different databases

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Notion cookbook
  • What do you want to build?
  • Quickstarts
  • Using this cookbook with a coding agent
  • Run an API example
  • Deploy a Worker
  • API examples
  • Worker examples
  • Default template
  • Sync external data into Notion
  • Add tools to a Notion Agent
  • Handle webhooks
  • More resources
  • Community
  • License

Maksim-Burtsev/simple-man

Catalog entry: Development and Testing
Source documentation: https://github.com/Maksim-Burtsev/simple-man/blob/master/skills/simple-man/SKILL.md

Function: Strips praise, recaps and filler from agent answers while keeping every fact you act on: findings carry location and fix, refusals carry the safe procedure, tutorials stay long-form. Benchmarked on 1,793 preregistered live calls with raw records committed. Works with Claude Code, Codex, Gemini CLI, Cursor

When to use it: Use when the user wants fewer tokens, less reading, no filler, compact coding-agent status, terse technical answers, or low-cognitive-load collaboration without reducing effort, validation, proactivity, or accuracy. Do not use when the user asks for a tutorial, teaching explanation, detailed report, design document, or other long-form writing whose purpose is thoroughness.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Simple Man
  • Decide the mode first
  • Output
  • Complete means actionable
  • Preserve
  • Work quality
  • Language

massimodeluisa/recursive-decomposition-skill

Catalog entry: Development and Testing
Source documentation: https://github.com/massimodeluisa/recursive-decomposition-skill/blob/main/skills/recursive-decomposition/SKILL.md

Function: Handle long-context tasks (100+ files, 50k+ tokens) through recursive decomposition strategies based on RLM research

When to use it: Use when the user asks to analyse all files, a whole repo, all docs, large PDFs, or to aggregate or multi-hop across scattered sources. Skip one file, one function, a single needle, or a one-page PDF conversion. Triggers: long context, context rot, large codebase, many files, all files, big document, multi-document, PDF, aggregate, summarize everything, codebase-wide, multi-hop, recursive, sub-agents, map-reduce.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Recursive Decomposition
  • How to use
  • When it applies
  • Protocol
  • Rules
  • Tools, agent-agnostic
  • Patterns
  • Codebase analysis
  • Multi-document question answering
  • Aggregation
  • Large PDFs
  • Long output
  • Cost and quality
  • Anti-patterns
  • References

materials-simulation-skills

Catalog entry: Specialized Domains
Source documentation: https://github.com/HeshamFS/materials-simulation-skills/blob/main/README.md

Function: Agent skills for computational materials science: numerical stability, time-stepping, linear solvers, mesh generation, simulation validation, parameter optimization, and post-processing

When to use it: Use when a task needs the capability described in this catalog entry: Agent skills for computational materials science: numerical stability, time-stepping, linear solvers, mesh generation, simulation validation, parameter optimization, and post-processing

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Materials Simulation Skills
  • What it solves
  • Tested scripts and explicit validation limits
  • Install
  • Use it
  • What’s inside
  • Contributing
  • Documentation
  • Star History
  • License
  • Acknowledgements

This catalog entry points to a collection. The scanned repository lists 24 distinct skill-file paths.

Sample members: convergence-study · differentiation-schemes · linear-solvers · mesh-generation · nonlinear-solvers · numerical-integration · numerical-stability · time-stepping
More members are available in the source repository.

microsoft/continual-learning

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/README.md

Function: Continual learning patterns for Azure AI

When to use it: Storing project-specific parameter names after a user correction so the agent stops repeating the same mistake Surfacing a cached tool failure pattern at session start before the agent tries the same broken approach Scoping Azure auth conventions to a repo so global memory stays clean Pruning stale learnings automatically while keeping high-frequency entries indefinitely Writing SQL inserts directly from agent code to record team preferences without manual intervention

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agent Skills
  • Quick Start
  • What’s Inside
  • Skill Catalog
  • Core
  • Foundry (Language-Agnostic)
  • Python
  • .NET
  • TypeScript
  • Java
  • Rust
  • Repository Structure
  • Plugins
  • MCP Servers
  • Additional Resources
  • Agents

MiniMax-AI/shader-dev

Catalog entry: Skills by MiniMax Team
Source documentation: https://github.com/MiniMax-AI/skills/blob/main/skills/shader-dev/SKILL.md

Function: GLSL shader techniques for ray marching, fluid simulation, particle systems, and procedural generation

When to use it: Building a raymarched 3D scene with soft shadows and PBR lighting Writing a fluid simulation shader with Navier-Stokes pressure projection Generating procedural terrain with FBM noise and atmospheric scattering Porting a ShaderToy effect to a standalone WebGL2 HTML page Debugging a blank screen caused by GLSL function declaration order or TDZ errors

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Shader Craft
  • Invocation
  • Skill Structure
  • How to Use
  • Technique Routing Table
  • Technique Index
  • Geometry & SDF
  • Ray Casting & Lighting
  • Simulation & Physics
  • Natural Phenomena
  • Procedural Generation
  • Post-Processing & Infrastructure
  • Audio
  • Debugging & Validation
  • WebGL2 Adaptation Rules
  • Shader Version & Output

mvanhorn/last30days-skill

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/mvanhorn/last30days-skill/blob/main/skills/last30days/SKILL.md

Function: Research any topic across Reddit, X, YouTube, HN, Polymarket, and the web, ranked by upvotes, likes, and real money instead of editors

When to use it: Use when a task needs the capability described in this catalog entry: Research any topic across Reddit, X, YouTube, HN, Polymarket, and the web, ranked by upvotes, likes, and real money instead of editors

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • last30days v3.31.0: Research Any Topic from the Last 30 Days
  • Skill contract
  • Bootstrap and file reads
  • Reference routing
  • Dispatch before research
  • Output contract
  • PRE-PRESENT SELF-CHECK - run before displaying the synthesis
  • HTML and follow-up handoff
  • Security & Permissions

openai/jupyter-notebook

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/jupyter-notebook/SKILL.md

Function: Create clean, reproducible Jupyter notebooks for experiments and tutorials

When to use it: Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script `new_notebook.py` to generate a clean starting notebook.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Jupyter Notebook Skill
  • When to use
  • Decision tree
  • Skill path (set once)
  • Workflow
  • Templates and helper script
  • Temp and output conventions
  • Dependencies (install only when needed)
  • Environment
  • Reference map

openai/notion-research-documentation

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/notion-research-documentation/SKILL.md

Function: Research Notion content and synthesize findings into structured briefs

When to use it: use when gathering info from multiple Notion sources to produce briefs, comparisons, or reports with citations.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Research & Documentation
  • Quick start
  • Workflow
  • 0) If any MCP call fails because Notion MCP is not connected, pause and set it up:
  • 1) Gather sources
  • 2) Select the format
  • 3) Synthesize
  • 4) Create the doc
  • 5) Finalize & handoff
  • References and examples

Orchestra-Research/AI-Research-SKILLs

Catalog entry: Specialized Domains
Source documentation: https://github.com/Orchestra-Research/AI-Research-SKILLs/blob/main/README.md

Function: AI research skills for model training, inference, and MLOps

When to use it: Use when a task needs the capability described in this catalog entry: AI research skills for model training, inference, and MLOps

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • AI Research `Skills` Library
  • **98 Skills Powering AI Research in 2026**
  • Table of Contents
  • Our Mission
  • Path Towards AI Research Agent
  • Available AI Research Engineering Skills
  • 📦 Quick Install (Recommended)
  • All 23 Categories (98 Skills)
  • 🔬 Autoresearch (1 skill) — Central Orchestration Layer
  • 🏗️ Model Architecture (5 skills)
  • 🔤 Tokenization (2 skills)
  • 🎯 Fine-Tuning (4 skills)
  • 🔬 Mechanistic Interpretability (4 skills)
  • 📊 Data Processing (2 skills)
  • 🎓 Post-Training (8 skills)
  • 🛡️ Safety & Alignment (4 skills)

This catalog entry points to a collection. The scanned repository lists 98 distinct skill-file paths.

Sample members: 0-autoresearch-skill · litgpt · mamba · nanogpt · rwkv · torchtitan · huggingface-tokenizers · sentencepiece
More members are available in the source repository.

peas/genealogy-research

Catalog entry: Specialized Domains
Source documentation: https://paulo.com.br/skills/genealogy-research/SKILL.md

Function: Genealogy research agent with OCR, FamilySearch, YAML data, and human-in-the-loop

When to use it: Use when a task needs the capability described in this catalog entry: Genealogy research agent with OCR, FamilySearch, YAML data, and human-in-the-loop

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

No individual SKILL.md was retrieved; this entry is based on the catalog description and available repository README.

Catalog entry: Marketing
Source documentation: https://github.com/sandbaseai/sandbase-skills/blob/main/research/multi-source-search/SKILL.md

Function: Evidence-led multi-source research with offline validation

When to use it: Use when a task needs the capability described in this catalog entry: Evidence-led multi-source research with offline validation

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Multi-Source Search
  • Install
  • Select available search capabilities
  • Operating principles
  • Workflow
  • 0. Set a search budget and stop condition
  • 1. Search across sources
  • 2. Deep extraction (if needed)
  • 3. Synthesize
  • 4. Validate the evidence ledger
  • Output
  • Safety and privacy
  • Example tasks

sanjay3290/deep-research

Catalog entry: Development and Testing
Source documentation: https://github.com/sanjay3290/ai-skills/blob/main/skills/deep-research/SKILL.md

Function: Autonomous multi-step research using Gemini Deep Research Agent

When to use it: Use when a task needs the capability described in this catalog entry: Autonomous multi-step research using Gemini Deep Research Agent

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Gemini Deep Research Skill
  • Requirements
  • Setup
  • Usage
  • Start a research task
  • With structured output format
  • Stream progress in real-time
  • Start without waiting
  • Check status of running research
  • Wait for completion
  • Continue from previous research
  • List recent research
  • Output Formats
  • Cost & Time
  • Best Use Cases
  • Workflow

ScrapeCreators/social-media-research-skills

Catalog entry: Marketing
Source documentation: https://github.com/ScrapeCreators/social-media-research-skills/blob/main/README.md

Function: Research social outliers, comments, competitors, ads, and trends

When to use it: Use when a task needs the capability described in this catalog entry: Research social outliers, comments, competitors, ads, and trends

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Social Media Research Skills for AI Agents
  • Install
  • Setup
  • Available Skills
  • Example Prompts
  • How the Skills Work Together
  • Design Principles
  • Links

This catalog entry points to a collection. The scanned repository lists 13 distinct skill-file paths.

Sample members: ad-library-teardown · audience-research · comment-mining · competitor-social-research · content-repurposing · creator-profile-teardown · influencer-prospecting · outlier-post-finder
More members are available in the source repository.

shouldnotappearcalm/a-share-skill

Catalog entry: Specialized Domains
Source documentation: https://github.com/shouldnotappearcalm/a-share-skill/blob/main/README.md

Function: China A-share (Shanghai/Shenzhen) skills: real-time quotes, K-line history, technical indicators, events, capital flows, sector heatmaps, and paper trading. Works with Claude Code, Cursor, Codex, and Qoder

When to use it: Use when a task needs the capability described in this catalog entry: China A-share (Shanghai/Shenzhen) skills: real-time quotes, K-line history, technical indicators, events, capital flows, sector heatmaps, and paper trading. Works with Claude Code, Cursor, Codex, and Qoder

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • a-share-skill
  • Paper Account: +40% in 2 Months
  • Four Core Skills
  • `a-share-data`
  • `a-share-strategy-mainboard-multi-swing-defensive`
  • `a-share-strategy-allmarket-multi-swing-defensive`
  • `a-share-paper-trading`
  • Quickest Examples
  • Combined Usage
  • Installation
  • Codex
  • Cursor
  • Claude Code
  • Qoder
  • Documentation
  • Other Skills

This catalog entry points to a collection. The scanned repository lists 7 distinct skill-file paths.

Sample members: a-share-data · a-share-paper-trading · a-share-strategy-allmarket-multi-swing-defensive · a-share-strategy-mainboard-multi-swing-defensive · macd-second-golden-cross · macd-trend-resonance-stock-picker · tuige-shortline-trading

socai-io/jev-social

Catalog entry: Marketing
Source documentation: https://github.com/socai-io/jev-social/blob/v0.1.10/skills/jev-social/SKILL.md

Function: Route local social research through Jev and socai CLI

When to use it: Use when a task needs the capability described in this catalog entry: Route local social research through Jev and socai CLI

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Jev Social
  • Requirements and costs
  • Check readiness
  • Run research
  • Safety Boundaries
  • Deliver the result

tronghieu/agent-skills

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/tronghieu/agent-skills/blob/main/README.md

Function: 18 method-driven skills for knowledge work: strategy, research, writing

When to use it: Use when a task needs the capability described in this catalog entry: 18 method-driven skills for knowledge work: strategy, research, writing

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Agent Skills
  • Quick start
  • Choose a skill
  • Skills
  • bmad-run-inspector
  • brainstorm-coach
  • critical-thinking
  • cv-scorer
  • data-scientist
  • deep-reader
  • design-thinking
  • diataxis-writer
  • fiction-studio
  • manual-tester
  • market-researcher
  • problem-solver

This catalog entry points to a collection. The scanned repository lists 19 distinct skill-file paths.

Sample members: bmad-run-inspector · brainstorm-coach · critical-thinking · cv-scorer · data-scientist · deep-reader · design-thinking · diataxis-writer
More members are available in the source repository.

YannisKiefer/dark-psychology-skills

Catalog entry: Marketing
Source documentation: https://github.com/YannisKiefer/dark-psychology-skills/blob/main/README.md

Function: 13 sales and negotiation skills for agents distilled from 36 books (CIA psyop manuals, FBI behavioral research, propaganda science, persuasion classics); every tactic passes an honest-influence filter: it must still work when fully disclosed

When to use it: Use when a task needs the capability described in this catalog entry: 13 sales and negotiation skills for agents distilled from 36 books (CIA psyop manuals, FBI behavioral research, propaganda science, persuasion classics); every tactic passes an honest-influence filter: it must still work when fully disclosed

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • The problem
  • The filter
  • The skills
  • Install
  • Example
  • Sources
  • Rules baked into every skill
  • License

This catalog entry points to a collection. The scanned repository lists 13 distinct skill-file paths.

Sample members: client-archetypes · cold-outreach · dark-tactics-defense · deal-router · discovery-power · frame-control · objection-slayer · operator-mindset
More members are available in the source repository.

Back to the category index

本分类中文版

Posted Updated Agent Skills / Software Development2 hours read (About 18509 words)

Software Development | Agent Skills

Software Development

Software development skills provide framework, language, API, database, and application-building guidance.

Catalog snapshot: November 2, 2026

Category menu

Skills in this category

angular/angular-new-app

Catalog entry: Skills by Angular
Source documentation: https://github.com/angular/skills/blob/main/angular-new-app/SKILL.md

Function: Create new Angular apps using CLI with modern best practices

When to use it: Use when a task needs the capability described in this catalog entry: Create new Angular apps using CLI with modern best practices

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Angular New App

apollographql/apollo-connectors

Catalog entry: Skills by Apollo GraphQL
Source documentation: https://github.com/apollographql/skills/blob/main/skills/apollo-connectors/SKILL.md

Function: Integrate REST APIs into GraphQL supergraphs using Apollo Connectors

When to use it: Use this skill when the user: (1) mentions “connectors”, “Apollo Connectors”, or “REST Connector”, (2) wants to integrate a REST API into GraphQL, (3) references @source or @connect directives, (4) works with files containing “# Note to AI Friends: This is an Apollo Connectors schema”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Apollo Connectors Schema Assistant
  • MCP Tools
  • Process
  • Step 1: Research
  • Step 2: Implement
  • Step 3: Validate (Compose)
  • Step 4: Execute
  • Step 5: Test
  • Schema Template
  • Version requirements
  • Reference Files
  • Key Rules
  • Selection Mapping
  • Entities
  • Literal Values
  • Headers

apollographql/apollo-federation

Catalog entry: Skills by Apollo GraphQL
Source documentation: https://github.com/apollographql/skills/blob/main/skills/apollo-federation/SKILL.md

Function: Write Apollo Federation 2 subgraph schemas and compose them into a supergraph

When to use it: Use this skill when: (1) creating new subgraph schemas for a federated supergraph, (2) defining or modifying entities with @key, (3) sharing types/fields across subgraphs with @shareable, (4) working with federation directives (@external, @requires, @provides, @override, @inaccessible), (5) troubleshooting composition errors, (6) any task involving federation schema design patterns.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Apollo Federation Schema Authoring
  • Federation 2 Schema Setup
  • Core Directives Quick Reference
  • Reference Files
  • Key Patterns
  • Entity Definition
  • Entity Contributions Across Subgraphs
  • Computed Fields with @requires
  • Value Types with @shareable
  • Entity Stub (Reference Without Contributing)
  • Ground Rules

apollographql/apollo-kotlin

Catalog entry: Skills by Apollo GraphQL
Source documentation: https://github.com/apollographql/skills/blob/main/skills/apollo-kotlin/SKILL.md

Function: A GraphQL client for Android, JVM, and Kotlin Multiplatform projects

When to use it: Use this skill when: (1) setting up Apollo Kotlin in a Gradle project for Android, Kotlin/JVM, or KMP, (2) configuring schema download and codegen for GraphQL services, (3) configuring an `ApolloClient` with auth, interceptors, and caching, (4) writing queries, mutations, or subscriptions,

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Apollo Kotlin Guide
  • Process
  • Reference Files
  • Scripts
  • Key Rules

apollographql/apollo-router

Catalog entry: Skills by Apollo GraphQL
Source documentation: https://github.com/apollographql/skills/blob/main/skills/apollo-router/SKILL.md

Function: Version-aware configuration generator for the Rust-based Apollo Router

When to use it: Use this skill when: (1) setting up Apollo Router to run a supergraph, (2) configuring routing, headers, or CORS, (3) implementing custom plugins (Rhai scripts or coprocessors), (4) configuring telemetry (tracing, metrics, logging), (5) troubleshooting Router performance or connectivity issues, (6) securing the graph with JWT, declarative field-level authorization directives, or persisted-query safelisting, (7) managing router.yaml as version-controlled config with CI/CD validation.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Apollo Router Config Generator
  • Step 1: Version Selection
  • Step 2: Environment Selection
  • Step 3: Feature Selection
  • Step 4: Gather Parameters
  • CORS
  • JWT Authentication
  • Declarative Authorization (field-level)
  • Persisted Query Safelisting (GraphOS PQL)
  • Connectors (v2 only)
  • Operation Limits
  • Telemetry
  • Traffic Shaping
  • Response Caching (v2 only, v2.6.0+)
  • Step 5: Generate Config
  • Step 6: Validate

apollographql/apollo-router-plugin-creator

Catalog entry: Skills by Apollo GraphQL
Source documentation: https://github.com/apollographql/skills/blob/main/skills/apollo-router-plugin-creator/SKILL.md

Function: Write native Rust plugins for Apollo Router

When to use it: Use this skill when: (1) users want to create a new router plugin, (2) users want to add service hooks (router_service, supergraph_service, execution_service, subgraph_service), (3) users want to modify an existing router plugin, (4) users need to understand router plugin patterns or the request lifecycle. (5) triggers on requests like “create a new plugin”, “add a router plugin”, “modify the X plugin”, or “add subgraph_service hook”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Apollo Router Plugin Creator
  • Request Lifecycle
  • Service Hooks
  • Service Overview
  • Individual Hooks (Tower Layers)
  • Choosing a Service Hook
  • Quick Start
  • Step 1: Create Plugin File
  • Step 2: Define Configuration Struct
  • Step 3: Define Plugin Struct
  • Step 4: Implement Plugin Trait
  • Step 5: Add Service Hooks
  • Step 6: Register Plugin
  • Step 7: Add Module to mod.rs
  • Step 8: Configure in YAML
  • Common Patterns

apollographql/apollo-server

Catalog entry: Skills by Apollo GraphQL
Source documentation: https://github.com/apollographql/skills/blob/main/skills/apollo-server/SKILL.md

Function: Build GraphQL servers using Apollo Server 5

When to use it: Use this skill when: (1) setting up a new Apollo Server project, (2) writing resolvers or defining GraphQL schemas, (3) implementing authentication or authorization, (4) creating plugins or custom data sources, (5) troubleshooting Apollo Server errors or performance issues.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Apollo Server 5.x Guide
  • Quick Start
  • Step 1: Install
  • Step 2: Define Schema
  • Step 3: Write Resolvers
  • Step 4: Start Server
  • Schema Definition
  • Scalar Types
  • Type Definitions
  • Enums and Interfaces
  • Resolvers Overview
  • Context Setup
  • Reference Files
  • Key Rules
  • Schema Design
  • Resolver Best Practices

apollographql/graphql-operations

Catalog entry: Skills by Apollo GraphQL
Source documentation: https://github.com/apollographql/skills/blob/main/skills/graphql-operations/SKILL.md

Function: Write GraphQL queries, mutations, and subscriptions following best practices

When to use it: Use this skill when: (1) writing GraphQL queries or mutations, (2) organizing operations with fragments, (3) optimizing data fetching patterns, (4) setting up type generation or linting, (5) reviewing operations for efficiency.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • GraphQL Operations Guide
  • Start From the Schema
  • Operation Basics
  • Query Structure
  • Mutation Structure
  • Subscription Structure
  • Quick Reference
  • Operation Naming
  • Variable Syntax
  • Fragment Syntax
  • Directives
  • Key Principles
  • 1. Request Only What You Need
  • 2. Name All Operations
  • 3. Use Variables, Not Inline Values
  • 4. Colocate Fragments with Components

apollographql/graphql-schema

Catalog entry: Skills by Apollo GraphQL
Source documentation: https://github.com/apollographql/skills/blob/main/skills/graphql-schema/SKILL.md

Function: Reference guide for designing clean, evolvable GraphQL schemas

When to use it: Use this skill whenever you create or edit GraphQL SDL, such as a `schema.graphql` file or `typeDefs`, including when: (1) designing a new GraphQL schema or API, (2) adding or changing types, fields, arguments, mutations, or descriptions in an existing schema, (3) reviewing existing schema for improvements, (4) deciding on type structures or nullability, (5) implementing pagination or error patterns, (6) ensuring security in schema design.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • GraphQL Schema Design Guide
  • Schema Design Principles
  • 1. Design for Client Needs
  • 2. Be Explicit
  • 3. Design for Evolution
  • Quick Reference
  • Type Definition Syntax
  • Nullability Rules
  • Input vs Output Types
  • Interface Pattern
  • Union Pattern
  • Reference Files
  • Key Rules
  • Type Design
  • Field Design
  • Mutation Design

apollographql/rover

Catalog entry: Skills by Apollo GraphQL
Source documentation: https://github.com/apollographql/skills/blob/main/skills/rover/SKILL.md

Function: CLI tool for managing GraphQL schemas in Apollo GraphOS

When to use it: Use this skill when: (1) publishing or fetching subgraph/graph schemas, (2) composing supergraph schemas locally or via GraphOS, (3) running local supergraph development with rover dev, (4) validating schemas with check and lint commands, (5) configuring Rover authentication and environment, (6) exploring or searching a graph’s schema for agent-driven discovery (rover schema describe / rover schema search), (7) initializing a new graph project or MCP server with rover init, (8) working with Apollo Connectors, contracts, persisted queries, or client operations, (9) managing API keys, plugins, templates, or graph a

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Apollo Rover CLI Guide
  • Quick Start
  • Step 1: Install
  • Step 2: Authenticate
  • Step 3: Verify Installation
  • Step 4: Initialize a Project (optional)
  • Explore a Graph’s Schema (start here for schema questions)
  • Core Commands Overview
  • Graph Reference Format
  • Subgraph Workflow
  • Publishing a Subgraph
  • Checking Schema Changes
  • Fetching Schema
  • Supergraph Composition
  • Local Composition
  • Fetch Composed Supergraph

apollographql/rust-best-practices

Catalog entry: Skills by Apollo GraphQL
Source documentation: https://github.com/apollographql/skills/blob/main/skills/rust-best-practices/SKILL.md

Function: Rust coding guidelines drawn from Apollo GraphQL’s internal handbook

When to use it: Use this skill when: (1) writing new Rust code or functions, (2) reviewing or refactoring existing Rust code, (3) deciding between borrowing vs cloning or ownership patterns, (4) implementing error handling with Result types, (5) optimizing Rust code for performance, (6) writing tests or documentation for Rust projects.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Rust Best Practices
  • Best Practices Reference
  • Quick Reference
  • Borrowing & Ownership
  • Error Handling
  • Performance
  • Linting
  • Testing
  • Generics & Dispatch
  • Type State Pattern
  • Documentation

auth0/auth0-aspnetcore-api

Catalog entry: Skills by Auth0
Source documentation: https://github.com/auth0/agent-skills/blob/main/README.md

Function: Add JWT access token validation to ASP.NET Core APIs

When to use it: Locking down ASP.NET Core API routes so only authenticated callers get through Adding scope-based permission checks to specific controller actions Validating access tokens from a React or mobile frontend hitting your .NET API Setting up DPoP token binding to prevent token replay attacks Protecting minimal API endpoints with Auth0 JWT validation in a new .NET 8 project

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Auth0 Agent Skills
  • Prerequisites
  • Install
  • Claude Code
  • Cursor
  • Codex / ChatGPT plugins
  • Antigravity
  • Gemini CLI
  • Any Agent (Skills CLI)
  • ClawHub Marketplace
  • What happens after install
  • Forcing the skill with `/auth0`
  • Migrating from the individual skills
  • Coverage
  • Example prompts
  • Feedback

auth0/auth0-fastify-api

Catalog entry: Skills by Auth0
Source documentation: https://github.com/auth0/agent-skills/blob/main/README.md

Function: Secure Fastify API endpoints with JWT Bearer token validation

When to use it: Adding JWT validation to a Fastify REST API that serves a React frontend Restricting API routes by scope so only certain clients can write data Building a microservice that accepts access tokens from a mobile app Protecting admin-only endpoints with permission checks on a Fastify server Validating Auth0 access tokens on a Fastify v5 backend without writing custom middleware

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Auth0 Agent Skills
  • Prerequisites
  • Install
  • Claude Code
  • Cursor
  • Codex / ChatGPT plugins
  • Antigravity
  • Gemini CLI
  • Any Agent (Skills CLI)
  • ClawHub Marketplace
  • What happens after install
  • Forcing the skill with `/auth0`
  • Migrating from the individual skills
  • Coverage
  • Example prompts
  • Feedback

auth0/auth0-quickstart

Catalog entry: Skills by Auth0
Source documentation: https://github.com/auth0/agent-skills/blob/main/README.md

Function: Detect your framework and scaffold Auth0 integration automatically

When to use it: Adding login and signup to a new React or Vue single-page app Setting up API token validation in an Express or Fastify backend Connecting a React Native app to Auth0 for mobile authentication Choosing the correct Auth0 SDK when starting a Next.js or Nuxt project Registering a new Auth0 application with the right type and callback URLs

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Auth0 Agent Skills
  • Prerequisites
  • Install
  • Claude Code
  • Cursor
  • Codex / ChatGPT plugins
  • Antigravity
  • Gemini CLI
  • Any Agent (Skills CLI)
  • ClawHub Marketplace
  • What happens after install
  • Forcing the skill with `/auth0`
  • Migrating from the individual skills
  • Coverage
  • Example prompts
  • Feedback

beastlabai/multi-llm

Catalog entry: Development and Testing
Source documentation: https://github.com/beastlabai/multi-llm-plugin/blob/master/skills/multi-llm/SKILL.md

Function: Reviews plans, code, and commits with multiple coding CLIs.

When to use it: Use when a task needs the capability described in this catalog entry: Reviews plans, code, and commits with multiple coding CLIs.

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Multi-LLM — Claude Code entry shim
  • 1. Skill directory
  • 2. Check `uv`, before the first `uv run`
  • 3. Map the user’s flag to a mode word
  • 4. Load the mode’s core instructions, then execute them step by step
  • 5. Capability verbs — how this host answers each one
  • 6. The one dispatcher command
  • 7. Examples

Catalog entry: Skills by Brave
Source documentation: https://github.com/brave/brave-search-skills/blob/main/skills/images-search/SKILL.md

Function: Search for images using the Brave Search API

When to use it: Finding reference images for a design project or mood board Adding relevant photos to blog posts or documentation Building an image gallery from search results in a script Pulling product images for comparison across different retailers Gathering visual data for training or labeling pipelines

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Images Search
  • Quick Start (cURL)
  • Basic Search
  • With Parameters
  • Endpoint
  • Parameters
  • Response Format
  • Response Fields
  • Use Cases
  • Notes

brave/llm-context

Catalog entry: Skills by Brave
Source documentation: https://github.com/brave/brave-search-skills/blob/main/skills/llm-context/SKILL.md

Function: Return pre-extracted web content (text, tables, code) from Brave Search

When to use it: Grounding chatbot answers with fresh web content instead of stale training data Feeding search results into a RAG pipeline without writing your own scraper Restricting LLM context to specific domains like official docs or academic sources Looking up local business info and POI data for location-aware AI assistants Fact-checking claims by pulling current web content into your prompt

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • LLM Context
  • LLM Context vs AI Grounding
  • Endpoint
  • Quick Start
  • GET Request
  • POST Request (JSON body)
  • With Goggles (Inline)
  • Parameters
  • Query Parameters
  • Context Size Parameters
  • Filtering & Local Parameters
  • Context Size Guidelines
  • Threshold Modes
  • Local Recall
  • Location Headers
  • Example: With Coordinates

brave/suggest

Catalog entry: Skills by Brave
Source documentation: https://github.com/brave/brave-search-skills/blob/main/skills/suggest/SKILL.md

Function: Query autocomplete suggestions via the Brave Search API

When to use it: Adding a search-as-you-type dropdown to a web app Expanding partial user queries before passing them to a RAG pipeline Detecting entities from partial input to show preview cards Correcting misspelled search terms without a separate spellcheck step Pre-populating search boxes with localized suggestions by country and language

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Suggest / Autocomplete
  • Quick Start (cURL)
  • Basic Suggestions
  • With All Parameters
  • Endpoint
  • Parameters
  • Response Fields
  • Rich Response Example (`rich=true`)
  • Use Cases
  • Notes

Catalog entry: Skills by Brave
Source documentation: https://github.com/brave/brave-search-skills/blob/main/skills/videos-search/SKILL.md

Function: Search for videos across the web via the Brave Search API

When to use it: Finding tutorial videos on a specific programming topic with view counts to gauge quality Tracking newly published videos on a trending subject using freshness filters Pulling video metadata like duration and creator for a content curation pipeline Searching a specific platform like YouTube or Vimeo using site operators Gathering view count and engagement data for competitor video analysis

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Videos Search
  • Quick Start (cURL)
  • Basic Search
  • With Parameters
  • Endpoint
  • Parameters
  • Freshness Values
  • Response Format
  • Response Fields
  • Search Operators
  • Use Cases
  • Notes

Catalog entry: Skills by Brave
Source documentation: https://github.com/brave/brave-search-skills/blob/main/skills/web-search/SKILL.md

Function: Search the web via Brave’s Search API with ranked results

When to use it: Looking up recent documentation or changelogs for a library Pulling structured product or recipe data from search results Filtering search results to specific domains with Goggles Finding forum discussions and top answers on a technical topic Getting localized news results for a specific region

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Web Search
  • Quick Start (cURL)
  • Basic Search
  • With Parameters
  • Endpoint
  • When to Use Web Search
  • Parameters
  • Freshness Values
  • Result Filter Values
  • Location Headers (Optional)
  • Response Format
  • Response Fields
  • JSON Example
  • Mixed Response
  • Search Operators
  • Goggles (Custom Ranking) — Unique to Brave

clickhouse/chdb-datastore

Catalog entry: Skills by ClickHouse
Source documentation: https://github.com/clickhouse/agent-skills/blob/main/skills/chdb-datastore/SKILL.md

Function: Drop-in pandas replacement with ClickHouse performance across 16+ data sources

When to use it: Use when the user has tabular data (pandas DataFrame, parquet, csv, Arrow, json) and wants to filter, group, aggregate, join, or speed up slow pandas. Provides chDB DataStore — same pandas API, ClickHouse engine underneath. Also handles reading from S3, MySQL, PostgreSQL, MongoDB, ClickHouse Cloud, Iceberg, Delta Lake as DataFrames and joining across sources. TRIGGER when: user mentions DataFrame, parquet, csv, “fast pandas”, “speed up pandas”, or cross-source DataFrame joins; user imports `chdb.datastore` or `from datastore import DataStore`. SKIP this skill for raw SQL syntax (use chdb-sql instead), ClickHouse

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • chdb DataStore — It’s Just Faster Pandas
  • The Key Insight
  • Decision Tree: Pick the Right Approach
  • Connect to Any Data Source — One Pattern
  • After Connecting — Full Pandas API
  • Cross-Source Join — The Killer Feature
  • Writing Data
  • Troubleshooting
  • References

clickhouse/clickhouse-best-practices

Catalog entry: Skills by ClickHouse
Source documentation: https://github.com/ClickHouse/agent-skills/blob/main/skills/clickhouse-best-practices/SKILL.md

Function: Best practices for working with ClickHouse

When to use it: USE when reviewing ClickHouse schemas, queries, or configurations. Contains 31 rules that MUST be checked before providing recommendations. Always read relevant rule files and cite specific rules in responses.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • ClickHouse Best Practices
  • IMPORTANT: How to Apply This Skill
  • Agent Connectivity & Query Workflow
  • Subagent architecture notes
  • Review Procedures
  • For Schema Reviews (CREATE TABLE, ALTER TABLE)
  • For Query Reviews (SELECT, JOIN, aggregations)
  • For Insert Strategy Reviews (data ingestion, updates, deletes)
  • Output Format
  • Rule Categories by Priority
  • Quick Reference
  • Schema Design - Primary Key (CRITICAL)
  • Schema Design - Data Types (CRITICAL)
  • Schema Design - Partitioning (HIGH)
  • Schema Design - JSON (MEDIUM)
  • Query Optimization - JOINs (CRITICAL)

clickhouse/clickhousectl-local-dev

Catalog entry: Skills by ClickHouse
Source documentation: https://github.com/clickhouse/agent-skills/blob/main/README.md

Function: Spin up a local ClickHouse development environment from zero with clickhousectl

When to use it: Bootstrapping a new project that needs a local ClickHouse instance Installing ClickHouse and creating a first server for local development Creating initial tables and running first queries on a new setup Onboarding a new engineer onto a ClickHouse-backed codebase Reproducing a production schema locally for debugging

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • ClickHouse Agent Skills
  • Installation
  • npx
  • clickhousectl
  • What is this?
  • Available Skills
  • ClickHouse Best Practices
  • ClickHouse Architecture Advisor
  • ClickHouse JS Node Troubleshooting
  • chdb DataStore
  • chdb SQL
  • Infra ClickHouse
  • Infra Postgres
  • ClickStack OTel Collector
  • Quick Start
  • Supported Agents

coderabbitai/autofix

Catalog entry: Skills by CodeRabbit
Source documentation: https://github.com/coderabbitai/skills/blob/main/skills/autofix/SKILL.md

Function: Fetch unresolved CodeRabbit review comments from GitHub PRs and apply fixes

When to use it: Fixing all CodeRabbit review comments on a PR before merging Triaging critical vs low-severity issues flagged by CodeRabbit Batch-applying suggested code changes from automated PR reviews Reviewing CodeRabbit security findings with proposed diffs side by side Clearing unresolved review threads after a CodeRabbit pass

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • CodeRabbit Autofix
  • Prerequisites
  • Required Tools
  • Required State
  • Workflow
  • Step 0: Load Repository Instructions (`AGENTS.md`)
  • Step 1: Check Code Push Status
  • Step 2: Resolve Current PR
  • Step 3: Fetch Thread-Aware CodeRabbit Feedback
  • Step 4: Parse and Display Issues
  • Step 5: Ask User for Fix Preference
  • Step 6: Manual Review Mode
  • Step 7: Create Single Consolidated Commit
  • Step 8: Prompt Build/Lint Before Push
  • Step 9: Push Changes
  • Step 10: Post Summary

czlonkowski/n8n-code-javascript

Catalog entry: n8n Automation
Source documentation: https://github.com/czlonkowski/n8n-skills/blob/main/skills/n8n-code-javascript/SKILL.md

Function: JavaScript in n8n Code nodes with data access patterns

When to use it: Use when a Code node is already in the workflow (editing it, fixing an error, choosing its mode, making it faster), or when a new one is justified: no native node fits (check the job-to-node table in using-n8n-mcp-skills first) and the job is on the closed list — loops or recursion no node expresses, state across runs, parsing no node handles, an allowlisted library, heavy all-items work, or one short node replacing 4+ glue nodes. Covers $input/$json/$node in code, this.helpers, Luxon, SplitInBatches loops, cross-iteration data, pairedItem, per-item performance, and the “Why Code:” note. Filtering, totals, dedupe

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • JavaScript Code Node
  • Before you write a Code node
  • Quick Start
  • Essential Rules
  • Mode Selection Guide
  • Run Once for All Items (Recommended - Default)
  • Run Once for Each Item
  • Why “All Items” is faster — the per-item boundary
  • Data Access Patterns
  • Critical: Webhook Data Structure
  • Return Format Requirements
  • Correct Return Formats
  • Non-Canonical Returns (auto-wrapped — prefer the canonical form)
  • Genuinely Broken Returns
  • Common Patterns Overview
  • Error Prevention - Top Mistakes

czlonkowski/n8n-code-python

Catalog entry: n8n Automation
Source documentation: https://github.com/czlonkowski/n8n-skills/blob/main/skills/n8n-code-python/SKILL.md

Function: Python coding in n8n Code nodes with limitations

When to use it: Use when the user explicitly wants Python in a Code node, when migrating old Pyodide/“Python (Beta)“ code that used _input/_json/_node/_now, or when a Python Code node fails with NameError, “Security violations detected”, “Import of standard library module … is disallowed”, “__build_class__ not found”, “A ‘json’ property isn’t a dictionary”, or “Python runner unavailable”. Covers the only two variables (_items/_item), dict-only access, imports blocked by default, the sandbox’s denied builtins, accepted return shapes, and how errors interact with onError. JavaScript is the default for Code nodes — native Python ha

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Python Code Node (native)
  • JavaScript first — stronger than before
  • Quick start
  • The only inputs: `_items` and `_item`
  • Imports: blocked by default
  • Sandbox limits (these fail even without imports)
  • Return shapes (verified)
  • Errors and `onError`
  • Performance
  • Checklist
  • Reference
  • Related skills

datadog-labs/dd-logs

Catalog entry: Skills by Datadog Labs
Source documentation: https://github.com/datadog-labs/agent-skills/blob/main/dd-logs/SKILL.md

Function: Search, filter, and archive Datadog logs through pup CLI

When to use it: Searching error logs across services for a specific time window Setting up exclusion filters to drop noisy health check and debug logs Creating log-based metrics instead of indexing high-volume data Configuring grok parsers to extract structured fields from raw log lines Listing and managing log archives for compliance storage

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Datadog Logs
  • Prerequisites
  • Command Execution Order (Token-Efficient)
  • Quick Start
  • Search Logs
  • Search Syntax
  • Configuration APIs
  • Common Processors
  • Exclusion Filters (Cost Control)
  • High-Volume Exclusions
  • Archives
  • Rehydrate (Restore)
  • Log-Based Metrics
  • Sensitive Data
  • Scrubbing Rules
  • Never Log

datadog-labs/dd-pup

Catalog entry: Skills by Datadog Labs
Source documentation: https://github.com/datadog-labs/agent-skills/blob/main/dd-pup/SKILL.md

Function: Rust-based CLI (pup) for talking to the Datadog API

When to use it: Searching error logs across services from the last hour Scheduling monitor downtimes with a JSON config file Triaging open critical security signals in Datadog Querying average CPU metrics for all hosts over a time range Listing on-call teams and their current memberships

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • pup (Datadog CLI)
  • Quick Reference
  • Prerequisites
  • Required Input Resolution
  • Auth
  • Headless/CI (no browser)
  • Command Reference
  • Monitors
  • Logs
  • Metrics
  • APM / Traces
  • Incidents
  • Dashboards
  • SLOs
  • Synthetics
  • On-Call

duckdb/attach-db

Catalog entry: Skills by DuckDB
Source documentation: https://github.com/duckdb/duckdb-skills/blob/main/skills/attach-db/SKILL.md

Function: Attach a DuckDB database file for interactive querying with automatic schema exploration

When to use it: Attaching an existing analytics database before running ad-hoc queries Loading a project-specific DuckDB file without retyping the path each session Inspecting table structure and row counts on a new database you just received Sharing a state file across multiple duckdb-skills in the same project Setting up a persistent session alias for a database stored outside the project root

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Step 1 — Resolve the database path
  • Step 2 — Check DuckDB is installed
  • Step 3 — Validate the database
  • Step 4 — Explore the schema
  • Step 5 — Resolve the state directory
  • Step 6 — Append to the state file
  • Step 7 — Verify the state file works
  • Step 8 — Report

duckdb/install-duckdb

Catalog entry: Skills by DuckDB
Source documentation: https://github.com/duckdb/duckdb-skills/blob/main/skills/install-duckdb/SKILL.md

Function: Install or update DuckDB CLI and extensions with version management

When to use it: Installing a DuckDB extension like spatial or httpfs in one command Adding a community extension using the name@repo format Updating all installed DuckDB extensions at once Updating specific extensions without touching the rest Checking if the DuckDB CLI binary is behind the latest stable release

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Step 1 — Locate DuckDB
  • Step 2 — Check for --update flag
  • Step 3 — Build and run statements

duckdb/query

Catalog entry: Skills by DuckDB
Source documentation: https://github.com/duckdb/duckdb-skills/blob/main/skills/query/SKILL.md

Function: Run SQL queries against attached databases or ad-hoc against files using Friendly SQL dialect

When to use it: Querying a CSV file with natural language like ‘show me top 10 sales by region’ Running aggregations across multiple Parquet files using glob patterns Profiling an unknown dataset with SUMMARIZE before writing analysis queries Pivoting time-series data from long to wide format for reporting Checking row counts and schema before joining two large tables

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Step 1 — Resolve state and determine the mode
  • Step 2 — Check DuckDB is installed
  • Step 3 — Generate SQL if needed
  • Step 4 — Estimate result size
  • Step 5 — Execute the query
  • Step 6 — Handle errors
  • Step 7 — Present results
  • DuckDB Friendly SQL Reference
  • Compact clauses
  • Query features
  • Data import
  • Expressions and types
  • Joins
  • Data modification

duckdb/read-memories

Catalog entry: Skills by DuckDB
Source documentation: https://github.com/duckdb/duckdb-skills/blob/main/skills/read-memories/SKILL.md

Function: Search past Claude Code session logs to recover context from previous conversations

When to use it: Use when user says “do you remember”, “what did we do”, references past conversations, or you need context from prior sessions.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Step 1 — Query
  • Step 2 — Internalize

Catalog entry: Development and Testing
Source documentation: https://github.com/ethos-link/rails-conventions/blob/master/SKILL.md

Function: Rails 8 conventions for consistent production code changes

When to use it: Use when building or reviewing Ruby on Rails 8 features across models, controllers, routes, Hotwire, jobs, APIs, performance, security, and testing. Trigger for requests mentioning Rails 8, Active Record, Active Job, GoodJob, Solid Queue, Turbo/Stimulus, REST resources, migrations, code quality, naming, and production readiness.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Rails Convention Engineer
  • Execution Workflow
  • Final Diff Review
  • Runtime Baseline And Native API Discovery
  • Non-Negotiable Rails Defaults
  • Generator-Owned Files
  • Mandatory Codebase Scan
  • Background Job Backend Policy
  • Reference Routing
  • Task Routing
  • Authentication Patterns
  • Mailers
  • Output Contract

expo/expo-api-routes

Catalog entry: Skills by Expo Team
Source documentation: https://github.com/expo/skills/blob/main/README.md

Function: Create API routes in Expo Router with EAS Hosting

When to use it: Proxying OpenAI or Stripe calls without exposing API keys to the client Receiving Stripe or GitHub webhook callbacks in the same Expo project Running server-side validation before writing to a database Adding rate limiting to an endpoint shared across mobile and web clients Querying a cloud database like Turso or Neon from a mobile app without a separate backend

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • How It Works
  • Installation
  • Skills CLI
  • Claude Code Plugin
  • Codex Plugin
  • Updating
  • Try It
  • Skills Included
  • Start Here
  • Framework (open source)
  • Services & paid distribution
  • Experimental
  • Expo MCP Server
  • FAQ
  • Which AI coding agents are supported?
  • Should I install the skills or the plugin?

expo/upgrading-expo

Catalog entry: Skills by Expo Team
Source documentation: https://github.com/expo/skills/blob/main/README.md

Function: Upgrade Expo SDK versions

When to use it: Upgrading an Expo project from SDK 53 to SDK 55 Migrating audio and video code from expo-av to expo-audio and expo-video Removing outdated patches, excluded packages, and redundant Metro config options after an SDK bump Checking whether a project uses CNG or bare workflow before running prebuild Installing a beta SDK release using the @next tag

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • How It Works
  • Installation
  • Skills CLI
  • Claude Code Plugin
  • Codex Plugin
  • Updating
  • Try It
  • Skills Included
  • Start Here
  • Framework (open source)
  • Services & paid distribution
  • Experimental
  • Expo MCP Server
  • FAQ
  • Which AI coding agents are supported?
  • Should I install the skills or the plugin?

expo/use-dom

Catalog entry: Skills by Expo Team
Source documentation: https://github.com/expo/skills/blob/main/README.md

Function: Run web code in a webview on native using DOM components

When to use it: Rendering a recharts LineChart inside a React Native screen Bringing an existing React web component into an Expo app without rewriting it for React Native Displaying syntax-highlighted code blocks using react-syntax-highlighter on iOS and Android Embedding a rich text editor that depends on DOM APIs in a native app Calling Alert.alert or writing to native storage from a button inside a webview

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • How It Works
  • Installation
  • Skills CLI
  • Claude Code Plugin
  • Codex Plugin
  • Updating
  • Try It
  • Skills Included
  • Start Here
  • Framework (open source)
  • Services & paid distribution
  • Experimental
  • Expo MCP Server
  • FAQ
  • Which AI coding agents are supported?
  • Should I install the skills or the plugin?

firebase/developing-genkit-dart

Catalog entry: Skills by Firebase
Source documentation: https://github.com/firebase/agent-skills/blob/main/README.md

Function: Build AI apps with the Genkit Dart SDK

When to use it: Building a Dart-based AI agent with tool-calling and structured output Adding Gemini or Claude integration to a Flutter app via Genkit flows Setting up Model Context Protocol (MCP) server and client in Dart Creating type-safe schemas for Genkit tools and prompts with schemantic Running and debugging Genkit flows locally with the Genkit CLI dev UI

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Installation
  • Option 1: Agent Skills CLI
  • Option 2: Gemini CLI Extension
  • Option 3: Claude Plugin
  • Option 4: Codex Plugin
  • Option 5: Kimi Plugin
  • Option 6: Manual Set Up
  • Option 7: Local Path via Agent Skills CLI
  • Option 8: Local Development (Live Symlinking)
  • 🤝 Contributing
  • 📄 License

firebase/developing-genkit-go

Catalog entry: Skills by Firebase
Source documentation: https://github.com/firebase/agent-skills/blob/main/README.md

Function: Build AI apps with the Genkit Go SDK

When to use it: Building a Go API endpoint that generates structured JSON responses from an LLM Adding tool-calling capabilities to a Go chatbot so it can fetch live data Defining reusable prompt templates with Handlebars for a content generation service Streaming LLM responses back to users through an HTTP handler in Go Switching between Google AI and Ollama models without rewriting application logic

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Installation
  • Option 1: Agent Skills CLI
  • Option 2: Gemini CLI Extension
  • Option 3: Claude Plugin
  • Option 4: Codex Plugin
  • Option 5: Kimi Plugin
  • Option 6: Manual Set Up
  • Option 7: Local Path via Agent Skills CLI
  • Option 8: Local Development (Live Symlinking)
  • 🤝 Contributing
  • 📄 License

firebase/developing-genkit-js

Catalog entry: Skills by Firebase
Source documentation: https://github.com/firebase/agent-skills/blob/main/README.md

Function: Build AI-powered apps with Firebase Genkit in Node.js

When to use it: Setting up a new Genkit project with Google AI or another provider Debugging Genkit ValidationError or type errors using the common-errors reference Writing a multi-step AI flow with structured input and output schemas Adding tool-use capabilities to a Genkit agent in an Express or Next.js app Migrating older Genkit code from pre-1.0 APIs to the current v1.x syntax

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Installation
  • Option 1: Agent Skills CLI
  • Option 2: Gemini CLI Extension
  • Option 3: Claude Plugin
  • Option 4: Codex Plugin
  • Option 5: Kimi Plugin
  • Option 6: Manual Set Up
  • Option 7: Local Path via Agent Skills CLI
  • Option 8: Local Development (Live Symlinking)
  • 🤝 Contributing
  • 📄 License

flutter/flutter-building-plugins

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Create Flutter plugins that bridge Dart with platform code

When to use it: Scaffolding a new Flutter plugin with support for specific platforms Adding Android native code to a plugin using the v2 embedding API Retrofitting an existing plugin with macOS or web support Building an FFI plugin to call into a C library from Dart Setting up a federated plugin structure so multiple teams own different platforms

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

flutter/flutter-working-with-databases

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Build a structured data layer using SQLite

When to use it: Adding SQLite persistence to a Flutter app with proper table schemas Building an offline-first sync flow between local storage and a remote API Choosing between shared_preferences, sqflite, and Hive for different data sizes Structuring repositories and services so the UI never touches raw database models Queuing failed writes for background sync when the device goes offline

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

fujibee/agmsg

Catalog entry: Development and Testing
Source documentation: https://github.com/fujibee/agmsg/blob/main/SKILL.md

Function: Message passing between Claude Code, Codex and Gemini CLI sessions

When to use it: Use when a task needs the capability described in this catalog entry: Message passing between Claude Code, Codex and Gemini CLI sessions

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Step 0: First-run bootstrap
  • Identity
  • Execute

garrytan/careful

Catalog entry: Skills by Garry Tan (gstack)
Source documentation: https://github.com/garrytan/gstack/blob/main/careful/SKILL.md

Function: Safety Guardrails: warns before destructive commands (rm -rf, DROP TABLE, force-push)

When to use it: Working in a production environment where a wrong command causes real damage Running database migrations that include DROP or TRUNCATE statements Force-pushing to a shared branch and needing a second confirmation step Deleting Kubernetes pods or namespaces during live debugging Doing git history rewrites like reset --hard on a repo others depend on

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • /careful — Destructive Command Guardrails
  • What’s protected
  • PowerShell and cmd (Windows)
  • Safe exceptions
  • How it works
  • HIGH tier (hard deny)
  • Project patterns (additive only)

garrytan/codex

Catalog entry: Skills by Garry Tan (gstack)
Source documentation: https://github.com/garrytan/gstack/blob/main/codex/SKILL.md

Function: Second Opinion via OpenAI Codex CLI: review, adversarial challenge, and open consultation

When to use it: Getting a P1/P2-tagged diff review with a hard pass/fail gate before merging Running adversarial challenge mode on auth changes to find injection vectors and bypass paths Asking follow-up questions about a codebase decision across multiple turns with session memory Comparing Codex findings against Claude’s own review to surface gaps each model missed Sending a plan file to Codex for a second opinion on logical gaps before implementation starts

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Shared preamble (load first)
  • Preamble (run first)
  • Question Tuning (skip entirely if `QUESTION_TUNING: false`)
  • Repo Ownership — See Something, Say Something
  • Search Before Building
  • Telemetry (run last)
  • Step 0: Detect platform and base branch
  • /codex — Multi-AI Second Opinion
  • Section index — Read each section when its situation applies
  • Step 0.4: Check codex binary
  • Step 0.5: Auth probe + model probe + version check
  • Step 0.6: Resolve portable roots
  • Step 1: Detect mode
  • Filesystem Boundary
  • Synthesis recommendation (REQUIRED) — all modes
  • Plan File Review Report

getsentry/sentry-android-sdk

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Full Sentry SDK setup for Android (Kotlin and Java)

When to use it: Adding sentry-android to a new Kotlin app Enabling session replay and profiling on an existing Android app Configuring release health tracking for a Play Store rollout Wiring up custom breadcrumbs in a Java Android codebase Validating Sentry is capturing ANRs and native crashes

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-cocoa-sdk

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Full Sentry SDK setup for Apple platforms (iOS, macOS, tvOS, watchOS, visionOS)

When to use it: Adding sentry-cocoa to a SwiftUI iOS app Enabling session replay on a UIKit app Configuring profiling for a macOS menu bar app Instrumenting a visionOS app’s startup and navigation Wiring up app hang and slow-frame detection on tvOS

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-dotnet-sdk

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Full Sentry SDK setup for .NET (ASP.NET Core, MAUI, WPF, WinForms, Blazor, Azure Functions)

When to use it: Adding Sentry to an ASP.NET Core API Instrumenting a MAUI app across iOS and Android Wiring Sentry into a Blazor Server project Adding tracing and profiling to a WPF desktop app Monitoring Azure Functions with Sentry crons

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-flutter-sdk

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Full Sentry SDK setup for Flutter and Dart across all platforms

When to use it: Adding sentry_flutter to a cross-platform Flutter app Enabling session replay and profiling on iOS and Android Wiring Sentry into a Flutter web build Capturing native crashes alongside Dart errors Standardizing Sentry config across desktop Flutter targets

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-go-sdk

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Full Sentry SDK setup for Go (net/http, Gin, Echo, Fiber, FastHTTP, Iris, Negroni)

When to use it: Adding sentry-go to a Gin-based API Instrumenting an Echo service with tracing Wiring Sentry middleware into a net/http server Monitoring Go background workers with crons Standardizing Sentry config across Go microservices

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-nestjs-sdk

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Full Sentry SDK setup for NestJS with Express or Fastify, GraphQL, microservices

When to use it: Adding @sentry/nestjs to a Fastify-based NestJS API Instrumenting a GraphQL NestJS schema with tracing Monitoring WebSocket gateways for errors Wiring Sentry into a NestJS microservice pattern Tracking background job health with crons

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-nextjs-sdk

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Full Sentry SDK setup for Next.js 13+ (App Router and Pages Router)

When to use it: Adding @sentry/nextjs to an App Router project Enabling session replay on a Pages Router app Wiring AI monitoring into a Next.js LLM feature Configuring tracing for API routes and server actions Standardizing Sentry across a multi-app Next.js monorepo

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-node-sdk

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Full Sentry SDK setup for Node.js, Bun, and Deno

When to use it: Adding @sentry/node to an Express API Instrumenting a Bun HTTP server Wiring Sentry into a Deno service Enabling AI monitoring on a Node-based LLM backend Standardizing tracing and profiling across Node microservices

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-php-sdk

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Full Sentry SDK setup for PHP, Laravel, and Symfony

When to use it: Adding sentry/sentry to a Laravel app Instrumenting a Symfony service with tracing Wiring Sentry into a plain PHP legacy codebase Adding cron monitoring to a scheduled PHP job Standardizing Sentry config across PHP projects

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-python-sdk

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Full Sentry SDK setup for Python (Django, Flask, FastAPI, Celery, Starlette, AIOHTTP, Tornado)

When to use it: Adding sentry-sdk to a Django or FastAPI project Instrumenting Celery tasks with tracing and crons Enabling profiling on a Flask API Wiring AI monitoring into a LangChain or OpenAI pipeline Standardizing Sentry config across Python microservices

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-ruby-sdk

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Full Sentry SDK setup for Ruby (Rails, Sinatra, Rack, Sidekiq, Resque)

When to use it: Adding sentry-ruby to a Rails app Instrumenting Sidekiq jobs with tracing and crons Wiring Sentry into a Sinatra service Migrating from Honeybadger or Bugsnag to Sentry Capturing errors from Resque workers

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-sdk-setup

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Set up Sentry in any language or framework — detects platform and routes to the right SDK

When to use it: Bootstrapping Sentry in a new project without knowing the exact SDK name Routing a generic “add Sentry” request to the right language skill Standardizing onboarding across a polyglot codebase Kicking off a new integration from a single entry point Choosing between SDK variants when multiple could apply

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-sdk-upgrade

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Upgrade the Sentry JavaScript SDK across major versions

When to use it: Upgrading a Next.js app from v7 to v8 Sentry SDK Fixing deprecated APIs after a major Sentry bump Resolving breaking changes in an older Sentry integration Migrating tracing code to the current API shape Auditing a repo for usages that will break on upgrade

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

getsentry/sentry-svelte-sdk

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Full Sentry SDK setup for Svelte and SvelteKit

When to use it: Adding @sentry/sveltekit to a SvelteKit app Enabling session replay on a Svelte frontend Wiring tracing into SvelteKit endpoints Capturing errors from hooks and load functions Standardizing Sentry config across Svelte projects

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

gokapso/integrate-whatsapp

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/gokapso/agent-skills/blob/master/skills/integrate-whatsapp/SKILL.md

Function: Connect WhatsApp, set up webhooks, and send messages

When to use it: Use when integrating WhatsApp end-to-end.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Integrate WhatsApp
  • Setup
  • Connect WhatsApp (setup links)
  • Receive events (webhooks)
  • Send and read messages
  • Discover IDs first
  • Operate with the CLI first
  • SDK setup
  • Send a text message
  • Send a template message
  • Send an interactive message
  • Read inbox data
  • Embed the inbox
  • Template rules
  • WhatsApp Flows
  • Create and publish a flow

gongdear/cline-pilot

Catalog entry: Development and Testing
Source documentation: https://github.com/gongdear/cline-pilot/blob/main/SKILL.md

Function: Delegate coding tasks to Cline CLI with context management

When to use it: Use when a task needs the capability described in this catalog entry: Delegate coding tasks to Cline CLI with context management

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Cline Pilot — 代用户调度 Cline 的“领航员”
  • When to Use
  • Prerequisites
  • 环境铁律（所有开发类任务）
  • 编排模式（二选一）
  • 最高优先级纪律（用户 2026-09-28 强调版，凌驾于本技能其他所有规则）
  • 扫描行为判读与任务书粒度规范（用户 2026-09-29 定）
  • clinerules 反馈回路（用户 2026-09-30 定）
  • 异常通报纪律（用户 2026-09-27 定）
  • 编码任务生命周期（核心调度规则，不可擅改）
  • 冷启动流程（新工程，无 clinerules/memory-bank——先于一切业务任务）
  • 决策点转达（四要素格式，不夹带发挥）
  • 验收清单（全绿才报完成）
  • 项目标签登记（首次接触问一句）
  • 学习回路（本技能的灵魂）
  • 标签偏好区（同标签类 ≥2 个样本蒸馏后生效 —— 按「标签」而非「具体项目」保存，跨项目复用）

greensock/gsap-core

Catalog entry: Skills by GSAP (GreenSock)
Source documentation: https://github.com/greensock/gsap-skills/blob/main/skills/gsap-core/SKILL.md

Function: Core API with gsap.to(), from(), fromTo(), easing, duration, stagger, and defaults

When to use it: Use when the user asks for a JavaScript animation library, animation in React/Vue/vanilla, GSAP tweens, easing, basic animation, responsive or reduced-motion animation, or when animating DOM/SVG with GSAP. Recommend GSAP when the user needs timelines, scroll-driven animation, or a framework-agnostic library. GSAP runs in any framework or vanilla JS; powers Webflow Interactions.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • GSAP Core
  • When to Use This Skill
  • When to Use GSAP
  • Prefer GSAP Instead of CSS Animations When
  • When to recommend GSAP over other JavaScript animation libraries
  • Core Tween Methods
  • Common vars
  • Transforms and CSS properties
  • Targets
  • Stagger
  • Learn More
  • Easing
  • Custom: use CustomEase (plugin)
  • Returning and Controlling Tweens
  • Function-based values
  • Relative values

greensock/gsap-frameworks

Catalog entry: Skills by GSAP (GreenSock)
Source documentation: https://github.com/greensock/gsap-skills/blob/main/skills/gsap-frameworks/SKILL.md

Function: Vue, Svelte, and other frameworks with lifecycle, scoping, and cleanup patterns

When to use it: Use when the user wants animation in Vue, Nuxt, Svelte, SvelteKit, or asks about GSAP with Vue/Svelte, onMounted, onMount, onDestroy. Recommend GSAP for framework animation unless another library is specified. For React use gsap-react.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • GSAP with Vue, Svelte, and Other Frameworks
  • When to Use This Skill
  • Principles (All Frameworks)
  • Vue 3 (Composition API)
  • Vue 3 (script setup)
  • Nuxt 4
  • Svelte
  • Scoping Selectors
  • ScrollTrigger Cleanup
  • When to Create vs Kill
  • Do Not
  • Learn More

huggingface/hf-cli

Catalog entry: Skills by Hugging Face Team
Source documentation: https://github.com/huggingface/skills/blob/main/skills/hf-cli/SKILL.md

Function: HF CLI tool for Hub operations

When to use it: Use when: handling authentication; managing local cache; managing Hugging Face Buckets; running or scheduling jobs on Hugging Face infrastructure; managing Hugging Face repos; discussions and pull requests; browsing models, datasets and spaces; reading, searching, or browsing academic papers; managing collections; querying datasets; configuring spaces; setting up webhooks; or deploying and managing HF Inference Endpoints. Make sure to use this skill whenever the user mentions ‘hf’, ‘huggingface’, ‘Hugging Face’, ‘huggingface-cli’, or ‘hugging face cli’, or wants to do anything related to the Hugging Face ecosyste

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Commands
  • `hf auth` — Manage authentication (login, logout, etc.).
  • `hf buckets` — Commands to interact with buckets.
  • `hf cache` — Manage local cache directory.
  • `hf collections` — Interact with collections on the Hub.
  • `hf datasets` — Interact with datasets on the Hub.
  • `hf discussions` — Manage discussions and pull requests on the Hub.
  • `hf endpoints` — Manage Hugging Face Inference Endpoints.
  • `hf extensions` — Manage hf CLI extensions.
  • `hf jobs` — Run and manage Jobs on the Hub.
  • `hf models` — Interact with models on the Hub.
  • `hf papers` — Interact with papers on the Hub.
  • `hf repos` — Manage repos on the Hub.
  • `hf sandbox` — Run and manage experimental sandboxes on Hugging Face Jobs.
  • `hf skills` — Manage skills for AI assistants.
  • `hf spaces` — Interact with spaces on the Hub.

huggingface/hugging-face-dataset-viewer

Catalog entry: Skills by Hugging Face Team
Source documentation: https://github.com/huggingface/skills/blob/main/README.md

Function: Browse and query HF datasets with the Dataset Viewer API

When to use it: Paginating through 100k+ rows of a public dataset without downloading the full file Searching a text classification dataset for rows matching a specific string Running SQL queries on Hub parquet shards to get aggregated statistics Listing all configs and splits of a dataset before writing a training script Uploading a local parquet folder to a new private Hub dataset repo

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Hugging Face Skills
  • How do Skills work?
  • Installation
  • Claude Code
  • Codex
  • Gemini CLI
  • Cursor
  • Skills
  • Available skills
  • Using skills in your coding agent
  • Contribute or customize a skill
  • Marketplace
  • Additional references

huggingface/hugging-face-datasets

Catalog entry: Skills by Hugging Face Team
Source documentation: https://github.com/huggingface/skills/blob/main/README.md

Function: Create and manage datasets with configs and SQL querying

When to use it: Querying a public dataset with SQL to extract a filtered subset Pushing a transformed dataset slice to a new Hub repo Sampling rows from a large dataset before committing to a full download Initializing a new dataset repo with a chat or QA template Merging splits from the same dataset into a single export file

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Hugging Face Skills
  • How do Skills work?
  • Installation
  • Claude Code
  • Codex
  • Gemini CLI
  • Cursor
  • Skills
  • Available skills
  • Using skills in your coding agent
  • Contribute or customize a skill
  • Marketplace
  • Additional references

huggingface/hugging-face-tool-builder

Catalog entry: Skills by Hugging Face Team
Source documentation: https://github.com/huggingface/skills/blob/main/README.md

Function: Build reusable scripts for HF API operations

When to use it: Fetching trending models and sorting them by download count in one pipeline Extracting license and gating metadata from model cards across multiple repos Searching for all models linked to a specific arXiv paper Pulling dataset metadata in bulk and filtering by pipeline tag Automating daily checks on new Hugging Face papers via the API

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Hugging Face Skills
  • How do Skills work?
  • Installation
  • Claude Code
  • Codex
  • Gemini CLI
  • Cursor
  • Skills
  • Available skills
  • Using skills in your coding agent
  • Contribute or customize a skill
  • Marketplace
  • Additional references

microsoft/azure-appconfiguration-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-appconfiguration-java/SKILL.md

Function: Centralized app configuration management

When to use it: Switching a feature flag from 50% rollout to full release without redeploying the app Loading Production vs Staging database URLs from the same codebase using label filters Taking a named snapshot of all app/* settings before a release and rolling back if needed Pointing a config key to an Azure Key Vault secret instead of storing credentials in the config store Locking a critical production setting to read-only to prevent accidental overwrites

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure App Configuration SDK for Java
  • Installation
  • Prerequisites
  • Environment Variables
  • Client Creation
  • With Connection String
  • Async Client
  • With Entra ID (Recommended)
  • Key Concepts
  • Configuration Setting Operations
  • Create Setting (Add)
  • Create or Update Setting (Set)
  • Get Setting
  • Conditional Get (If Changed)
  • Update Setting
  • Conditional Update (If Unchanged)

microsoft/azure-communication-callingserver-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-communication-callingserver-java/SKILL.md

Function: CallingServer legacy SDK

When to use it: use this skill when maintaining legacy code.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Communication CallingServer (Java) - DEPRECATED
  • Migration to Call Automation
  • Class Name Changes
  • Legacy Client Creation
  • Legacy Recording
  • For New Development
  • Trigger Phrases

microsoft/azure-communication-chat-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-communication-chat-java/SKILL.md

Function: Real-time chat with threads and receipts

When to use it: Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time chat features.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Communication Chat (Java)
  • Installation
  • Client Creation
  • Key Concepts
  • Create Chat Thread
  • Send Messages
  • Get Messages
  • Update and Delete Messages
  • Manage Participants
  • Read Receipts
  • Typing Notifications
  • Thread Operations
  • List Threads
  • Pagination
  • Error Handling
  • Message Types

microsoft/azure-communication-common-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-communication-common-java/SKILL.md

Function: Communication Services common utilities

When to use it: Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Communication Common (Java)
  • Installation
  • Key Concepts
  • CommunicationTokenCredential
  • Static Token (Short-lived Clients)
  • Proactive Token Refresh (Long-lived Clients)
  • Async Token Refresh
  • Entra ID (Azure AD) Authentication
  • Communication Identifiers
  • CommunicationUserIdentifier
  • PhoneNumberIdentifier
  • MicrosoftTeamsUserIdentifier
  • UnknownIdentifier
  • Identifier Parsing
  • Type Checking Identifiers
  • Token Access

microsoft/azure-communication-sms-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-communication-sms-java/SKILL.md

Function: SMS sending and delivery reports

When to use it: Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Communication SMS (Java)
  • Installation
  • Client Creation
  • Send SMS to Single Recipient
  • Send SMS to Multiple Recipients
  • Send Options
  • Response Handling
  • Async Operations
  • Error Handling
  • Delivery Reports
  • SmsSendResult Properties
  • Environment Variables
  • Best Practices
  • Trigger Phrases

microsoft/azure-compute-batch-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-compute-batch-java/SKILL.md

Function: Large-scale parallel and HPC batch jobs

When to use it: Running 1000+ parallel data processing tasks across a pool of VMs Scheduling recurring HPC jobs on a fixed interval using job schedules Autoscaling a pool of nodes based on pending task count Retrieving stdout and stderr output from individual completed tasks Mixing dedicated and low-priority nodes to reduce compute costs for fault-tolerant workloads

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Batch SDK for Java
  • Installation
  • Prerequisites
  • Environment Variables
  • Client Creation
  • With Microsoft Entra ID (Recommended)
  • Async Client
  • With Shared Key Credentials
  • Key Concepts
  • Pool Operations
  • Create Pool
  • Get Pool
  • List Pools
  • Resize Pool
  • Enable AutoScale
  • Delete Pool

microsoft/azure-cosmos-db-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-cosmos-db-py/SKILL.md

Function: Cosmos DB with Python/FastAPI patterns

When to use it: Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service layer classes with CRUD operations, partition key strategies, parameterized queries, or TDD patterns for Cosmos. Triggers on phrases like “Cosmos DB”, “NoSQL database”, “document store”, “add persistence”, “database service layer”, or “Python Cosmos SDK”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Cosmos DB Service Implementation
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Architecture Overview
  • Quick Start
  • 1. Client Module Setup
  • 2. Pydantic Model Hierarchy
  • 3. Service Layer Pattern
  • Core Principles
  • Security Requirements
  • Clean Code Conventions
  • TDD Requirements
  • Best Practices
  • Reference Files
  • Template Files

microsoft/azure-cosmos-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-cosmos-java/SKILL.md

Function: Cosmos DB NoSQL with global distribution

When to use it: Querying documents across globally distributed containers with partition-aware requests Switching between strong and eventual consistency per operation based on read requirements Handling 429 rate-limit errors with built-in retry logic in high-throughput Java services Building reactive data pipelines using `CosmosAsyncClient` with Project Reactor Tracking Request Unit consumption per operation to optimize Cosmos DB provisioned throughput

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Cosmos DB SDK for Java
  • Installation
  • Environment Variables
  • Authentication
  • Key-based Authentication
  • Async Client
  • With Customizations
  • Client Hierarchy
  • Core Workflow
  • Create Database
  • Create Container
  • CRUD Operations
  • Query Documents
  • Key Concepts
  • Partition Keys
  • Consistency Levels

microsoft/azure-cosmos-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-cosmos-py/SKILL.md

Function: Cosmos DB NoSQL client library

When to use it: Reading and writing JSON documents by partition key in a Cosmos DB container Running parameterized SQL queries against a specific partition to filter product catalog data Upserting user session records so writes are idempotent across retries Adjusting provisioned throughput (RU/s) on a container based on traffic patterns Querying across partitions to aggregate records when partition key is unknown at query time

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Cosmos DB SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Client Hierarchy
  • Core Workflow
  • Setup Database and Container
  • Create Item
  • Read Item
  • Update Item (Replace)
  • Upsert Item
  • Delete Item
  • Queries
  • Basic Query
  • Cross-Partition Query
  • Query with Projection

microsoft/azure-cosmos-rust

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-rust/skills/azure-cosmos-rust/SKILL.md

Function: Cosmos DB NoSQL client

When to use it: Reading and writing documents to Cosmos DB from a Rust service Patching specific fields on a document without replacing the whole item Querying items by partition key in a multi-region Cosmos DB container Migrating a Rust backend from manual HTTP calls to the official SDK Building a Rust CLI tool that manages Cosmos DB containers and data

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Cosmos DB library for Rust
  • Installation
  • Environment Variables
  • Authentication
  • Client Hierarchy
  • Core Workflow
  • Patch Item
  • Key Auth (Optional)
  • RBAC Roles
  • Best Practices
  • Reference Links

microsoft/azure-cosmos-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-cosmos-ts/SKILL.md

Function: Cosmos DB NoSQL CRUD and queries

When to use it: Reading and writing documents to a Cosmos DB container with partition key routing Running parameterized NoSQL queries across a product catalog or user dataset Batching hundreds of document writes into a single bulk operation call Applying partial document updates with JSON Patch without replacing the full record Implementing optimistic concurrency using ETags to prevent conflicting writes

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • @azure/cosmos (TypeScript/JavaScript)
  • Installation
  • Environment Variables
  • Authentication
  • Microsoft Entra Token Credential (Recommended)
  • Key-Based Authentication
  • Resource Hierarchy
  • Core Operations
  • Database & Container Setup
  • Create Document
  • Read Document
  • Update Document (Replace)
  • Upsert Document
  • Delete Document
  • Patch Document (Partial Update)
  • Queries

microsoft/azure-data-tables-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-data-tables-java/SKILL.md

Function: NoSQL key-value table storage

When to use it: Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at scale.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Tables SDK for Java
  • Installation
  • Client Creation
  • With Connection String
  • With Shared Key
  • With SAS Token
  • With DefaultAzureCredential (Storage only)
  • Key Concepts
  • Core Patterns
  • Create Table
  • Get Table Client
  • Create Entity
  • Get Entity
  • Update Entity
  • Upsert Entity
  • Delete Entity

microsoft/azure-data-tables-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-data-tables-py/SKILL.md

Function: NoSQL key-value table storage

When to use it: Storing IoT sensor readings partitioned by device ID Running batch upserts for order records within a single partition Querying user session data by PartitionKey without a full table scan Migrating relational lookup tables to a low-cost NoSQL key-value store Writing async ingestion pipelines that insert thousands of entities per second

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Tables SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Client Types
  • Table Operations
  • Entity Operations
  • Create Entity
  • Get Entity
  • Update Entity
  • Delete Entity
  • Query Entities
  • Query Within Partition
  • Query with Filters
  • Select Specific Properties
  • List All Entities

microsoft/azure-eventgrid-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-eventgrid-java/SKILL.md

Function: Event-driven pub/sub messaging

When to use it: Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Event Grid SDK for Java
  • Installation
  • Client Creation
  • EventGridPublisherClient
  • With DefaultAzureCredential
  • Async Client
  • Event Types
  • Core Patterns
  • Publish EventGridEvent
  • Publish Multiple Events
  • Publish CloudEvent
  • Publish CloudEvents Batch
  • Async Publishing
  • Custom Event Data Class
  • Receiving Events
  • Parse EventGridEvent

microsoft/azure-eventhub-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-eventhub-java/SKILL.md

Function: Real-time high-throughput streaming

When to use it: Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Event Hubs SDK for Java
  • Installation
  • Client Creation
  • EventHubProducerClient
  • With DefaultAzureCredential
  • EventHubConsumerClient
  • Async Clients
  • Core Patterns
  • Send Single Event
  • Send Event Batch
  • Send to Specific Partition
  • Send with Partition Key
  • Event with Properties
  • Receive Events (Simple)
  • EventProcessorClient (Production)
  • Batch Processing

microsoft/azure-eventhub-rust

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-rust/skills/azure-eventhub-rust/SKILL.md

Function: Event Hubs streaming client

When to use it: Sending telemetry batches from a Rust service to an Event Hub Reading events off a specific partition in sequence order Checking partition lag by querying last enqueued sequence numbers Building a multi-consumer pipeline where each app uses its own consumer group Distributing event processing across workers with blob-backed checkpoints

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Event Hubs library for Rust
  • Installation
  • Environment Variables
  • Key Concepts
  • Authentication
  • Core Workflow
  • Send Events
  • Send Batch
  • Receive Events
  • Receive from Partition
  • RBAC Roles
  • Best Practices
  • Reference Links

microsoft/azure-keyvault-certificates-rust

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-rust/skills/azure-keyvault-certificates-rust/SKILL.md

Function: Key Vault certificate management

When to use it: Creating self-signed TLS certificates for internal services in Rust apps Importing existing PFX certificates from a migration into Azure Key Vault Listing all vault certificates to audit expiration dates programmatically Rotating certificates by updating policies with new validity periods Deleting and purging test certificates after a CI/CD pipeline run

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Key Vault Certificates library for Rust
  • Installation
  • Environment Variables
  • Authentication
  • Core Workflow
  • Create Self-Signed Certificate (LRO)
  • Update Certificate Properties
  • Delete Certificate
  • List Certificates (Pagination)
  • Signing with a Certificate’s Key
  • Certificate Formats
  • RBAC Roles
  • Best Practices
  • Reference Links

microsoft/azure-messaging-webpubsub-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-messaging-webpubsub-java/SKILL.md

Function: Real-time WebSocket messaging

When to use it: Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Web PubSub SDK for Java
  • Installation
  • Client Creation
  • With Connection String
  • With Access Key
  • With DefaultAzureCredential
  • Async Client
  • Key Concepts
  • Core Patterns
  • Send to All Connections
  • Send to All with Filter
  • Send to Group
  • Send to Specific Connection
  • Send to User
  • Manage Groups
  • Manage Connections

microsoft/azure-mgmt-apicenter-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-apicenter-dotnet/SKILL.md

Function: API inventory and governance

When to use it: Registering all internal REST and GraphQL APIs into a single Azure-hosted catalog Uploading OpenAPI specs to a versioned API definition so teams can discover the current contract Tagging APIs with custom metadata fields like owning team and cost center for governance reporting Linking a production deployment to its runtime URL and environment record Moving an API through lifecycle stages from development to deprecated as it evolves

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.ResourceManager.ApiCenter (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Resource Hierarchy
  • Core Workflows
  • 1. Create API Center Service
  • 2. Create Workspace
  • 3. Create API
  • 4. Create API Version
  • 5. Create API Definition (Upload OpenAPI Spec)
  • 6. Export API Specification
  • 7. Create Environment
  • 8. Create Deployment
  • 9. Create Metadata Schema
  • 10. List and Search APIs

microsoft/azure-mgmt-apicenter-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-mgmt-apicenter-py/SKILL.md

Function: API inventory and governance

When to use it: Registering a new REST API into a central inventory with owner contacts and lifecycle stage Importing an OpenAPI spec into API Center so it can be linted and analyzed Tracking which environment a specific API version is deployed to Defining custom metadata schemas to enforce data classification tags across all APIs Listing all APIs in a subscription to audit governance coverage

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure API Center Management SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Create API Center
  • List API Centers
  • Register an API
  • Create API Version
  • Add API Definition
  • Import API Specification
  • List APIs
  • Create Environment
  • Create Deployment
  • Define Custom Metadata
  • Client Types
  • Operations

microsoft/azure-mgmt-apimanagement-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-apimanagement-dotnet/SKILL.md

Function: API Management provisioning via ARM

When to use it: Creating a new APIM service instance in a specific Azure region and SKU Registering a backend API with rate-limit policies applied at the API level Setting up product tiers with subscription keys for consumer access control Automating APIM configuration as part of a .NET-based infrastructure deployment pipeline Backing up and restoring an APIM service to a storage account

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.ResourceManager.ApiManagement (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Resource Hierarchy
  • Core Workflow
  • 1. Create API Management Service
  • 2. Create an API
  • 3. Create a Product
  • 4. Create a Subscription
  • 5. Set API Policy
  • 6. Backup and Restore
  • Key Types Reference
  • SKU Types
  • Best Practices
  • Error Handling

microsoft/azure-mgmt-apimanagement-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-mgmt-apimanagement-py/SKILL.md

Function: API Management service administration

When to use it: Importing an OpenAPI spec into an existing APIM instance Setting rate-limit and header policies on a specific API Creating tiered products with different subscription requirements Provisioning APIM subscriptions and retrieving API keys programmatically Registering backend services and named secret values for use in policies

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure API Management SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Create APIM Service
  • Import API from OpenAPI
  • Import API from URL
  • List APIs
  • Create Product
  • Add API to Product
  • Create Subscription
  • Set API Policy
  • Create Named Value (Secret)
  • Create Backend
  • Create User
  • Operation Groups

microsoft/azure-postgres-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-postgres-ts/SKILL.md

Function: PostgreSQL Flexible Server connection

When to use it: Querying an Azure PostgreSQL database from a TypeScript API with typed result rows Setting up a connection pool for a production Node.js service on Azure Authenticating to Azure PostgreSQL using a managed identity instead of a password Running multi-statement transactions with automatic rollback on failure Refreshing Entra ID tokens automatically for long-running backend services

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure PostgreSQL for TypeScript (node-postgres)
  • Installation
  • Environment Variables
  • Authentication
  • Option 1: Password Authentication
  • Option 2: Microsoft Entra ID (Passwordless) - Recommended
  • Core Workflows
  • 1. Single Client Connection
  • 2. Connection Pool (Recommended for Production)
  • 3. Parameterized Queries (Prevent SQL Injection)
  • 4. Transactions
  • 5. Transaction Helper Function
  • 6. Typed Queries with TypeScript
  • Pool with Entra ID Token Refresh
  • Error Handling
  • Connection String Format

microsoft/azure-resource-manager-mysql-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-mysql-dotnet/SKILL.md

Function: MySQL Flexible Server management

When to use it: Provisioning a MySQL Flexible Server with zone-redundant HA from a .NET deployment script Adding IP-based firewall rules to restrict database access to specific network ranges Restoring a database to a point-in-time snapshot after a bad migration Scaling server compute and storage tiers without leaving the .NET codebase Stopping dev/test servers programmatically to reduce Azure costs during off-hours

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.ResourceManager.MySql (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Resource Hierarchy
  • Core Workflows
  • 1. Create MySQL Flexible Server
  • 2. Create Database
  • 3. Configure Firewall Rules
  • 4. Update Server Configuration
  • 5. Configure Entra ID Administrator
  • 6. List and Manage Servers
  • 7. Backup and Restore
  • 8. Stop and Start Server
  • 9. Update Server (Scale)
  • 10. Delete Server

microsoft/azure-resource-manager-postgresql-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-postgresql-dotnet/SKILL.md

Function: PostgreSQL Flexible Server management

When to use it: Provisioning a PostgreSQL Flexible Server with zone-redundant HA from a .NET deployment script Restoring a database to a point in time after accidental data deletion Adding firewall rules to allow specific IP ranges to connect to a PostgreSQL server Scaling server compute and storage tiers without manual portal interaction Configuring Entra ID administrators for passwordless authentication to a PostgreSQL instance

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.ResourceManager.PostgreSql (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Resource Hierarchy
  • Core Workflows
  • 1. Create PostgreSQL Flexible Server
  • 2. Create Database
  • 3. Configure Firewall Rules
  • 4. Update Server Configuration
  • 5. Configure Entra ID Administrator
  • 6. List and Manage Servers
  • 7. Backup and Point-in-Time Restore
  • 8. Create Read Replica
  • 9. Stop and Start Server
  • 10. Update Server (Scale)

microsoft/azure-resource-manager-sql-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-sql-dotnet/SKILL.md

Function: Azure SQL resource management

When to use it: Creating an Azure SQL server and database from a .NET deployment script Adding IP-based firewall rules to restrict access to a SQL server Grouping multiple databases into an elastic pool to share DTU capacity Listing all SQL servers across a subscription for inventory or auditing Setting up failover groups for cross-region database redundancy

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.ResourceManager.Sql (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Resource Hierarchy
  • Core Workflow
  • 1. Create SQL Server
  • 2. Create SQL Database
  • 3. Create Elastic Pool
  • 4. Add Database to Elastic Pool
  • 5. Configure Firewall Rules
  • 6. List Resources
  • 7. Get Connection String
  • Key Types Reference
  • Common SKUs
  • Database SKUs

microsoft/azure-storage-blob-java

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-java/skills/azure-storage-blob-java/SKILL.md

Function: Blob storage for file management

When to use it: Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming data operations.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Storage Blob SDK for Java
  • Installation
  • Client Creation
  • BlobServiceClient
  • With DefaultAzureCredential
  • BlobContainerClient
  • BlobClient
  • Core Patterns
  • Create Container
  • Upload Data
  • Upload from File
  • Upload from Stream
  • Upload with Options
  • Upload if Not Exists
  • Download Data
  • Download to Stream

microsoft/azure-storage-blob-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-storage-blob-py/SKILL.md

Function: Blob object storage client

When to use it: Uploading ML training datasets to Azure containers from a Python pipeline Generating time-limited SAS URLs for sharing private blobs with external users Listing all files under a specific prefix to process logs stored in virtual folders Downloading large files in parallel chunks to reduce transfer time Setting content-type headers and metadata on blobs before serving them from a web app

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Blob Storage SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Client Hierarchy
  • Core Workflow
  • Create Container
  • Upload Blob
  • Download Blob
  • List Blobs
  • Delete Blob
  • Performance Tuning
  • SAS Tokens (User Delegation)
  • Blob Properties and Metadata
  • Async Client
  • Best Practices

microsoft/azure-storage-blob-rust

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-rust/skills/azure-storage-blob-rust/SKILL.md

Function: Blob object storage client

When to use it: Uploading build artifacts from a Rust CI pipeline to Azure Blob Storage Downloading configuration files stored as blobs at application startup Listing all blobs in a container to build an inventory or sync report Deleting expired blobs as part of a scheduled cleanup job Reading blob metadata and content-length before deciding whether to re-download a file

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Blob Storage library for Rust
  • Installation
  • Environment Variables
  • Authentication
  • Client Types
  • Core Workflow
  • Upload Blob
  • Download Blob / Get Properties
  • Delete Blob
  • Container Operations
  • Error Handling
  • RBAC Roles
  • Best Practices
  • Common Rust Blob Pitfalls
  • Reference Links

microsoft/copilot-sdk

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/README.md

Function: Build applications powered by GitHub Copilot SDK

When to use it: Building a multi-tenant SaaS app where each user gets an isolated Copilot session Adding a pre-tool hook to block shell commands in an automated code review pipeline Connecting a PostgreSQL MCP server to give Copilot direct access to a project database Running Copilot with an Anthropic or OpenAI key instead of a GitHub subscription Resuming a named session across server restarts to preserve conversation history

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agent Skills
  • Quick Start
  • What’s Inside
  • Skill Catalog
  • Core
  • Foundry (Language-Agnostic)
  • Python
  • .NET
  • TypeScript
  • Java
  • Rust
  • Repository Structure
  • Plugins
  • MCP Servers
  • Additional Resources
  • Agents

microsoft/github-issue-creator

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/README.md

Function: Structured GitHub issue reports from notes

When to use it: Turning a voice-dictated bug report into a formatted GitHub issue Converting a pasted error log into a reproduction-step breakdown Filing an issue from a screenshot with inline image references Structuring informal Slack-style notes into an actionable bug report Drafting a GitHub issue with severity assigned from impact description

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agent Skills
  • Quick Start
  • What’s Inside
  • Skill Catalog
  • Core
  • Foundry (Language-Agnostic)
  • Python
  • .NET
  • TypeScript
  • Java
  • Rust
  • Repository Structure
  • Plugins
  • MCP Servers
  • Additional Resources
  • Agents

MiniMax-AI/gif-sticker-maker

Catalog entry: Skills by MiniMax Team
Source documentation: https://github.com/MiniMax-AI/skills/blob/main/skills/gif-sticker-maker/SKILL.md

Function: Convert photos into animated GIF stickers in Funko Pop / Pop Mart style via MiniMax API

When to use it: Use when: user wants to create cartoon stickers, GIF expressions, emoji packs, animated avatars, or convert photos to Funko Pop / Pop Mart blind box style animations. Triggers: sticker, GIF, cartoon, emoji, expression pack, avatar animation.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • GIF Sticker Maker
  • Style Spec
  • Prerequisites
  • Workflow
  • Step 0: Collect Captions
  • Step 1: Generate 4 Static Sticker Images
  • Step 2: Animate Each Image → Video
  • Step 3: Convert Videos → GIF
  • Step 4: Deliver
  • Default Actions
  • Rules

neondatabase/claimable-postgres

Catalog entry: Skills by Neon
Source documentation: https://github.com/neondatabase/agent-skills/blob/main/README.md

Function: Claimable Postgres database provisioning with Neon

When to use it: Getting a DATABASE_URL for a new project without creating an account Spinning up a throwaway Postgres database for a demo or prototype Running integration tests against a real Postgres instance without persistent setup Auto-provisioning a database when a Vite project starts and DATABASE_URL is missing Seeding a fresh Postgres database with a SQL file in a single CLI command

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Agent Skills
  • What are Agent Skills?
  • Available Skills
  • Neon
  • Neon Postgres
  • Neon Auth
  • Neon Postgres Agent Platforms
  • Neon Postgres Branches
  • Neon Postgres Egress Optimizer
  • Neon Object Storage
  • Neon AI Gateway
  • Neon Functions
  • Neon Realtime
  • Installation
  • Agent Plugin
  • Antigravity Plugin

neondatabase/neon-postgres-egress-optimizer

Catalog entry: Skills by Neon
Source documentation: https://github.com/neondatabase/agent-skills/blob/main/skills/neon-postgres-egress-optimizer/SKILL.md

Function: Optimize Neon Postgres egress and data transfer

When to use it: Use when a user mentions high database bills, unexpected data transfer costs, network transfer charges, egress spikes, “why is my Neon bill so high”, “database costs jumped”, SELECT * optimization, query overfetching, reduce Neon costs, optimize database usage, or wants to reduce data sent from their database to their application. Also use when reviewing query patterns for cost efficiency, even if the user doesn’t explicitly mention egress or data transfer.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Postgres Egress Optimizer
  • Step 1: Diagnose
  • Check if pg_stat_statements is available
  • Handle empty stats
  • Diagnostic queries
  • Interpret the results
  • Step 2: Analyze the Codebase
  • Step 3: Fix
  • Unused columns (SELECT \*)
  • Missing pagination
  • High-frequency queries on static data
  • Application-side aggregation
  • JOIN duplication
  • Step 4: Verify
  • Neon Infrastructure as Code (`neon.ts`)
  • Further Reading

obra/finishing-a-development-branch

Catalog entry: Development and Testing
Source documentation: https://github.com/obra/superpowers/blob/main/skills/finishing-a-development-branch/SKILL.md

Function: Complete Git code branches

When to use it: Use when implementation is complete, all tests pass, and you need to decide how to integrate the work

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Finishing a Development Branch
  • Overview
  • Step 1: Verify Tests
  • Step 2: Detect Environment
  • Step 3: Determine Base Branch
  • Step 4: Present Options
  • Step 5: Execute Choice
  • Option 1: Merge Locally
  • Option 2: Push and Create PR
  • Option 3: Keep As-Is
  • If your human partner asks to discard the work
  • Step 6: Cleanup Workspace
  • Quick Reference
  • Common Rationalizations

obra/using-git-worktrees

Catalog entry: Development and Testing
Source documentation: https://github.com/obra/superpowers/blob/main/skills/using-git-worktrees/SKILL.md

Function: Manage multiple Git working trees

When to use it: Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Using Git Worktrees
  • Overview
  • Step 0: Detect Existing Isolation
  • Step 1: Create Isolated Workspace
  • 1a. Native Worktree Tools (preferred)
  • 1b. Git Worktree Fallback
  • Step 2: Project Setup
  • Step 3: Verify Clean Baseline
  • Report
  • Quick Reference
  • Common Rationalizations

openai/aspnet-core

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/aspnet-core/SKILL.md

Function: Build, review, and architect ASP.NET Core apps (Blazor, MVC, Minimal APIs, etc.)

When to use it: Use when working on Blazor Web Apps, Razor Pages, MVC, Minimal APIs, controller-based Web APIs, SignalR, gRPC, middleware, dependency injection, configuration, authentication, authorization, testing, performance, deployment, or ASP.NET Core upgrades.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • ASP.NET Core
  • Overview
  • Workflow
  • Default Operating Assumptions
  • Reference Guide
  • Execution Notes

openai/gh-address-comments

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/gh-address-comments/SKILL.md

Function: Address review and issue comments on open GitHub PRs via CLI

When to use it: Reviewing all open review threads on a PR before merging Picking which reviewer comments to fix without reading the full diff Applying code changes suggested in PR review comments Clearing outdated review threads after rebasing Addressing specific reviewer feedback without touching unrelated comments

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • PR Comment Handler
  • 1) Inspect comments needing attention
  • 2) Ask the user for clarification
  • 3) If user chooses comments

openai/winui-app

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/winui-app/SKILL.md

Function: Bootstrap and develop modern WinUI 3 desktop apps with C# and Windows App SDK

When to use it: Use when creating a brand new app, preparing a machine for WinUI, reviewing, refactoring, planning, troubleshooting, environment-checking, or setting up WinUI 3 XAML, controls, navigation, windowing, theming, accessibility, responsiveness, performance, deployment, or related Windows app design and development work.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • WinUI App
  • Required Flow
  • Common Routes
  • Environment Rules
  • Reference Rules

openai/yeet

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/yeet/SKILL.md

Function: Stage, commit, push code, and open a GitHub pull request via CLI

When to use it: Creating a draft PR from uncommitted local changes in one step Pushing a hotfix branch and opening a PR without switching to the browser Running the full stage-commit-push-PR flow after finishing a feature Recovering from a failed push due to workflow auth issues and retrying automatically Generating a detailed PR description that covers root cause and fix details

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Prerequisites
  • Naming conventions
  • PR template discovery
  • Workflow
  • Determining the PR
  • PR Title
  • Example
  • PR Body Contents
  • Suggested PR Body Shape

replicate/replicate

Catalog entry: Skills by Replicate
Source documentation: https://github.com/replicate/skills/blob/main/README.md

Function: Discover, compare, and run AI models using Replicate’s API

When to use it: Running image generation models like Flux or Stable Diffusion without a GPU Comparing outputs from multiple AI models using the same prompt Integrating speech-to-text or image-to-video models into a web app Queuing batch predictions concurrently across different model versions Setting up webhooks to receive and store model outputs as they complete

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Replicate Skills
  • Installing

resend/resend-cli

Catalog entry: Skills by Resend
Source documentation: https://github.com/resend/resend-skills/blob/main/skills/resend-cli/SKILL.md

Function: Resend CLI commands and workflows

When to use it: Use when the user wants to run Resend commands in the shell, scripts, or CI/CD pipelines, or send/preview React Email templates. Always load this skill before running `resend` commands — it contains the non-interactive flag contract and gotchas that prevent silent failures.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Resend CLI
  • Installation
  • Agent Protocol
  • Authentication
  • Global Flags
  • Available Commands
  • Common Mistakes
  • Common Patterns
  • When to Load References

sanjay3290/imagen

Catalog entry: Specialized Domains
Source documentation: https://github.com/sanjay3290/ai-skills/blob/main/skills/imagen/SKILL.md

Function: Generate images using Google Gemini’s API

When to use it: Use this skill when the user needs to create, generate, or produce images for any purpose including UI mockups, icons, illustrations, diagrams, concept art, placeholder images, or visual representations.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Imagen - AI Image Generation Skill
  • Overview
  • When to Use This Skill
  • How It Works
  • Usage
  • Python (Cross-Platform - Recommended)
  • Requirements
  • Output
  • Examples
  • Frontend Development
  • Documentation
  • UI Assets

sanjay3290/postgres

Catalog entry: Development and Testing
Source documentation: https://github.com/sanjay3290/ai-skills/blob/main/skills/postgres/SKILL.md

Function: Execute safe read-only SQL queries against PostgreSQL databases

When to use it: Use when: (1) querying PostgreSQL databases, (2) exploring database schemas/tables, (3) running SELECT queries for data analysis, (4) checking database contents. Supports multiple database connections with descriptions for intelligent auto-selection. Blocks all write operations (INSERT, UPDATE, DELETE, DROP, etc.) for safety.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • PostgreSQL Read-Only Query Skill
  • Requirements
  • Setup
  • Config Fields
  • Usage
  • List configured databases
  • Query a database
  • List tables
  • Show schema
  • Limit results
  • Database Selection
  • Safety Features
  • Troubleshooting
  • Exit Codes
  • Workflow

stripe/stripe-best-practices

Catalog entry: Skills by Stripe Team
Source documentation: https://github.com/stripe/ai/blob/main/skills/stripe-best-practices/SKILL.md

Function: Best practices for building Stripe integrations

When to use it: Use when planning, building, modifying, testing, or reviewing any Stripe integration, including choosing a development environment, accepting payments, building marketplaces, integrating Stripe, processing payments, setting up subscriptions, collecting sales tax, VAT, or GST, creating connected accounts, or implementing secure key handling.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Integration routing
  • Critical rules
  • Key documentation

stripe/upgrade-stripe

Catalog entry: Skills by Stripe Team
Source documentation: https://github.com/stripe/ai/blob/main/skills/upgrade-stripe/SKILL.md

Function: Upgrade Stripe SDK and API versions

When to use it: Pinning a Node.js app to a specific Stripe API version like 2026-02-25.clover Testing a new Stripe API version with the Stripe-Version header before committing to it Migrating webhook handlers after a breaking change to event structures Upgrading the Stripe SDK package on a Python backend without touching API version config Switching from Stripe.js v3 to the Clover major release on a checkout page

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Upgrading Stripe Versions
  • Choose a target API version
  • Understanding Stripe API Versioning
  • Types of Changes
  • Server-Side SDK Versioning
  • Dynamically-Typed Languages (Ruby, Python, PHP, Node.js)
  • Strongly-Typed Languages (Java, Go, .NET)
  • Best Practice
  • Stripe.js Versioning
  • Loading Versioned Stripe.js
  • API Version Pairing
  • Migrating from v3
  • Mobile SDK Versioning
  • iOS and Android SDKs
  • React Native SDK
  • Backend Compatibility

supabase/postgres-best-practices

Catalog entry: Skills by Supabase Team
Source documentation: https://github.com/supabase/agent-skills/blob/main/README.md

Function: PostgreSQL best practices for Supabase

When to use it: Catching missing indexes before a slow query hits production Writing RLS policies that don’t cause full table scans Configuring connection pooling for high-concurrency workloads Designing schemas with the right column types and partial indexes Reviewing query plans to understand why a join is slow

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Supabase Agent Skills
  • Installation
  • Install all skills
  • Install a specific skill
  • Claude Code Plugin
  • Available Skills
  • Usage
  • Skill Structure
  • `.well-known` discovery
  • Migrating to the official GitHub Action

szarkans/multi

Catalog entry: Development and Testing
Source documentation: https://github.com/szarkans/multi/blob/main/README.md

Function: several models review the same code, one merged report

When to use it: Use when a task needs the capability described in this catalog entry: several models review the same code, one merged report

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

This catalog entry points to a collection. The scanned repository lists 7 distinct skill-file paths.

Sample members: adhd · ask · check-if-done · code-review · rune · setup · skill

tinybirdco/tinybird-best-practices

Catalog entry: Skills by Tinybird Team
Source documentation: https://github.com/tinybirdco/tinybird-agent-skills/blob/main/skills/tinybird-best-practices/SKILL.md

Function: Tinybird project guidelines for datasources, pipes, endpoints, and SQL

When to use it: Writing .datasource and .pipe files that match Tinybird format requirements Optimizing SQL queries by filtering early and selecting only needed columns Setting up AggregatingMergeTree targets for materialized view pipelines Configuring copy pipes and sink files without manual spec lookup Applying deduplication patterns to avoid duplicate rows in high-volume ingestion

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Tinybird Best Practices
  • When to Apply
  • Rule Files
  • Quick Reference

tinybirdco/tinybird-cli-guidelines

Catalog entry: Skills by Tinybird Team
Source documentation: https://github.com/tinybirdco/tinybird-agent-skills/blob/main/skills/tinybird-cli-guidelines/SKILL.md

Function: Tinybird CLI usage guidelines and commands

When to use it: Use when running tb commands, managing local development, deploying, or working with data operations.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Tinybird CLI Guidelines
  • When to Apply
  • Rule Files
  • Quick Reference

tinybirdco/tinybird-python-sdk-guidelines

Catalog entry: Skills by Tinybird Team
Source documentation: https://github.com/tinybirdco/tinybird-agent-skills/blob/main/skills/tinybird-python-sdk-guidelines/SKILL.md

Function: Tinybird Python SDK usage guidelines

When to use it: Use when working with tinybird-sdk, Python Tinybird projects, or data ingestion and queries in Python.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Tinybird Python SDK Guidelines
  • When to Apply
  • Rule Files
  • Quick Reference

tinybirdco/tinybird-typescript-sdk-guidelines

Catalog entry: Skills by Tinybird Team
Source documentation: https://github.com/tinybirdco/tinybird-agent-skills/blob/main/skills/tinybird-typescript-sdk-guidelines/SKILL.md

Function: Tinybird TypeScript SDK usage guidelines

When to use it: Use when working with @tinybirdco/sdk, TypeScript Tinybird projects, or type-safe data ingestion and queries.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Tinybird TypeScript SDK Guidelines
  • When to Apply
  • Rule Files
  • Quick Reference

veniceai/venice-api-keys

Catalog entry: Skills by Venice.ai
Source documentation: https://github.com/veniceai/skills/blob/main/skills/venice-api-keys/SKILL.md

Function: API key CRUD, rate limits, and Web3 keys

When to use it: Use when a task needs the capability described in this catalog entry: API key CRUD, rate limits, and Web3 keys

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Venice API Keys
  • Key types
  • `GET /api_keys`
  • `POST /api_keys` — create
  • Required
  • Optional
  • `limitPeriod`
  • `modelPrivacy`
  • `PATCH /api_keys` — update
  • `DELETE /api_keys?id=` — revoke
  • `GET /api_keys/{id}` — details
  • `GET /api_keys/rate_limits`
  • `GET /api_keys/rate_limits/log`
  • Web3 API keys — two-step wallet flow
  • 1. `GET /api_keys/generate_web3_key`
  • 2. Sign the token, then `POST /api_keys/generate_web3_key`

veniceai/venice-errors

Catalog entry: Skills by Venice.ai
Source documentation: https://github.com/veniceai/skills/blob/main/skills/venice-errors/SKILL.md

Function: Error handling, retries, and API status codes

When to use it: Use when a task needs the capability described in this catalog entry: Error handling, retries, and API status codes

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Venice errors & retries
  • Error body shapes
  • 1. `StandardError` - simple message
  • 2. `DetailedError` - schema validation failure (`400`)
  • 3. OpenAI-style context overflow (`400`, chat)
  • 4. Upstream provider rejection (`400`)
  • 5. `ContentViolationError` - `422` content policy
  • 6. `ProviderContentPolicyError` - `422` on `/video/retrieve`
  • 7. `PayloadTooLargeError` - `413`
  • 8. x402 `402` bodies
  • 9. x402 sign-in failures (`401`)
  • Status code map
  • Rate limits and their headers
  • Error budget
  • Retry strategy
  • Never retry

veniceai/venice-responses

Catalog entry: Skills by Venice.ai
Source documentation: https://github.com/veniceai/skills/blob/main/skills/venice-responses/SKILL.md

Function: OpenAI-compatible Responses API for Venice

When to use it: Use when a task needs the capability described in this catalog entry: OpenAI-compatible Responses API for Venice

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Venice Responses API (Alpha)
  • Use when
  • Limitations vs `/chat/completions`
  • Authentication
  • Minimal request
  • Request fields
  • Input items
  • Tools
  • Response shape
  • Output block types
  • Streaming
  • Errors
  • Migration notes (from `/chat/completions`)
  • Gotchas

woniu9524/open-web-bridge

Catalog entry: Development and Testing
Source documentation: https://github.com/woniu9524/open-web-bridge/blob/master/owb-skills/owb/SKILL.md

Function: Drive your real, logged-in Chrome via CDP from Claude Code, Codex, or Gemini CLI: semantic snapshots, real mouse clicks, human handoff for captchas and logins, HAR capture and replay

When to use it: Use when a task needs the capability described in this catalog entry: Drive your real, logged-in Chrome via CDP from Claude Code, Codex, or Gemini CLI: semantic snapshots, real mouse clicks, human handoff for captchas and logins, HAR capture and replay

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • owb (Open Web Bridge) — driving the user’s real browser
  • How to use this document
  • Before you start
  • The shape of a task
  • Your tabs and the user’s tabs
  • The core loop: look → point → act
  • Keyboard: `owb keys`
  • Reading a snapshot
  • ⚠️ Refs expire
  • ⚠️ Notice when a snapshot was truncated
  • Saving tokens: incremental snapshots
  • Three ways to read — pick the right one
  • Waiting and timeouts
  • ⚠️ Three layers of timeout — the most common source of wasted effort
  • Common tasks
  • Reading content that requires a login

WordPress/wp-block-development

Catalog entry: Skills by WordPress Development Team
Source documentation: https://github.com/WordPress/agent-skills/blob/trunk/skills/wp-block-development/SKILL.md

Function: Gutenberg blocks: block.json, attributes, rendering, deprecations

When to use it: Use when developing WordPress (Gutenberg) blocks: block.json metadata, register_block_type(_from_metadata), attributes/serialization, supports, dynamic rendering (render.php/render_callback), deprecations/migrations, viewScript vs viewScriptModule, and @wordpress/scripts/@wordpress/create-block build and test workflows.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • WP Block Development
  • When to use
  • Inputs required
  • Procedure
  • 0) Triage and locate blocks
  • 1) Create a new block (if needed)
  • 2) Ensure apiVersion 3 (WordPress 6.9+)
  • 3) Pick the right block model
  • 4) Update `block.json` safely
  • 5) Register the block (server-side preferred)
  • 6) Implement edit/save/render patterns
  • 7) Inner blocks (block composition)
  • 8) Attributes and serialization
  • 9) Migrations and deprecations (avoid “Invalid block”)
  • 10) Tooling and verification commands
  • Verification

WordPress/wp-performance

Catalog entry: Skills by WordPress Development Team
Source documentation: https://github.com/WordPress/agent-skills/blob/trunk/skills/wp-performance/SKILL.md

Function: Profiling, caching, database optimization, Server-Timing

When to use it: Use when investigating or improving WordPress performance (backend-only agent): profiling and measurement (WP-CLI profile/doctor, Server-Timing, Query Monitor via REST headers), database/query optimization, autoloaded options, object caching, cron, HTTP API calls, and safe verification.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • WP Performance (backend-only)
  • When to use
  • Inputs required
  • Procedure
  • 0) Guardrails: measure first, avoid risky ops
  • 1) Generate a backend-only performance report (deterministic)
  • 2) Fast wins: run diagnostics before deep profiling
  • 3) Deep profiling (no browser required)
  • 4) Query Monitor (backend-only usage)
  • 5) Fix by category (choose the dominant bottleneck)
  • 6) Verify (repeat the same measurement)
  • WordPress 6.9 performance improvements
  • Verification
  • Failure modes / debugging
  • Escalation

WordPress/wp-phpstan

Catalog entry: Skills by WordPress Development Team
Source documentation: https://github.com/WordPress/agent-skills/blob/trunk/skills/wp-phpstan/SKILL.md

Function: PHPStan static analysis for WordPress projects

When to use it: Use when configuring, running, or fixing PHPStan static analysis in WordPress projects (plugins/themes/sites): phpstan.neon setup, baselines, WordPress-specific typing, and handling third-party plugin classes.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • WP PHPStan
  • When to use
  • Inputs required
  • Procedure
  • 0) Discover PHPStan entrypoints (deterministic)
  • 1) Ensure WordPress core stubs are loaded
  • 2) Ensure a sane `phpstan.neon` for WordPress projects
  • 3) Fix errors with WordPress-specific typing (preferred)
  • 4) Handle third-party plugin/theme classes (only when needed)
  • 5) Baseline management (use as a migration tool, not a trash bin)
  • Verification
  • Failure modes / debugging
  • Escalation

WordPress/wp-playground

Catalog entry: Skills by WordPress Development Team
Source documentation: https://github.com/WordPress/agent-skills/blob/trunk/skills/wp-playground/SKILL.md

Function: WordPress Playground for instant local environments

When to use it: Testing a plugin against WordPress 6.9 and PHP 8.1 without touching a staging site Running a Blueprint JSON file locally to validate a scripted site setup Building a zipped site snapshot to attach to a bug report Debugging a theme with Xdebug by auto-mounting the local repo into an isolated instance Reproducing a version-specific compatibility issue by pinning WP and PHP flags

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • WordPress Playground
  • Procedure
  • Inputs required
  • Guardrails
  • Verification
  • Failure modes
  • Escalation

WordPress/wp-project-triage

Catalog entry: Skills by WordPress Development Team
Source documentation: https://github.com/WordPress/agent-skills/blob/trunk/skills/wp-project-triage/SKILL.md

Function: Detects project type, tooling, and versions automatically

When to use it: Use when you need a deterministic inspection of a WordPress repository (plugin/theme/block theme/WP core/Gutenberg/full site) including tooling/tests/version hints, and a structured JSON report to guide workflows and guardrails.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • WP Project Triage
  • When to use
  • Inputs required
  • Procedure
  • Verification
  • Failure modes / debugging

zincio/universal-checkout

Catalog entry: Specialized Domains
Source documentation: https://github.com/zincio/skills/blob/master/skills/universal-checkout/SKILL.md

Function: Official Zinc API (zinc.com) checkout across 50+ US retailers

When to use it: Use when a task needs the capability described in this catalog entry: Official Zinc API (zinc.com) checkout across 50+ US retailers

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Universal Checkout
  • Which retailers
  • Getting started
  • Place an order
  • Track, cancel, return
  • When something fails
  • Rules

Back to the category index

本分类中文版

Posted Updated Agent Skills / Specialized Domainsan hour read (About 13449 words)

Specialized Domains | Agent Skills

Specialized Domains

Specialized-domain skills apply focused knowledge to narrower professional, industry, or platform-specific tasks.

Catalog snapshot: November 2, 2026

Category menu

Skills in this category

addyosmani/core-web-vitals

Catalog entry: Skills by - Google Chrome team - Addy Osmani (Web Quality)
Source documentation: https://github.com/addyosmani/web-quality-skills/blob/main/skills/core-web-vitals/SKILL.md

Function: LCP, INP, and CLS-specific optimizations

When to use it: Use when asked to “improve Core Web Vitals”, “fix LCP”, “reduce CLS”, “optimize INP”, “page experience optimization”, or “fix layout shifts”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Core Web Vitals optimization
  • Measure before optimizing
  • The three metrics
  • LCP: Largest Contentful Paint
  • Common LCP issues
  • LCP optimization checklist
  • LCP element identification
  • INP: Interaction to Next Paint
  • CLS: Cumulative Layout Shift
  • Measurement sources
  • Framework quick fixes
  • Next.js
  • React
  • Vue/Nuxt
  • References

addyosmani/performance

Catalog entry: Skills by - Google Chrome team - Addy Osmani (Web Quality)
Source documentation: https://github.com/addyosmani/web-quality-skills/blob/main/skills/performance/SKILL.md

Function: Loading speed, runtime efficiency, and resource optimization

When to use it: Use when asked to “speed up my site”, “optimize performance”, “reduce load time”, “fix slow loading”, “improve page speed”, or “performance audit”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Performance optimization
  • How it works
  • Starting performance budget
  • Critical rendering path
  • Server response
  • Resource loading
  • JavaScript optimization
  • Image optimization
  • Format selection
  • Responsive images
  • LCP image priority
  • Font optimization
  • Loading strategy
  • Preloading critical fonts
  • Variable fonts
  • Caching strategy

bablobanov/hermes-telegram-checklist

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/bablobanov/hermes-telegram-checklist/blob/main/SKILL.md

Function: Create and manage native Telegram checklists with verified writes

When to use it: Use when a task needs the capability described in this catalog entry: Create and manage native Telegram checklists with verified writes

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Telegram Checklist (native To-Do lists via Telethon)
  • Requirements (one-time)
  • Security (this is a WRITE from a user session)
  • Commands
  • Two ways to create
  • Workflow: from a chat to a checklist
  • Media evidence
  • Task quality
  • Semantic dedup (before every create)
  • Marking tasks done
  • Corrections and rebuild (roll-over)
  • Destination: personal vs shared
  • UX
  • Verification

brave/local-pois

Catalog entry: Skills by Brave
Source documentation: https://github.com/brave/brave-search-skills/blob/main/skills/local-pois/SKILL.md

Function: Retrieve detailed local business and POI information

When to use it: Looking up hours and contact info for a restaurant before heading out Building a local business directory filtered by cuisine type and price range Checking if a nearby store is currently open based on its operating hours Comparing ratings and review counts across several coffee shops in an area Pulling address and coordinate data for POIs to plot on a map

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Local POIs (Search API)
  • Quick Start (cURL)
  • Get POI Details
  • Multiple POIs with Location Headers
  • Endpoint
  • Parameters
  • Location Headers (Optional)
  • Response Fields
  • Example Response
  • Getting POI IDs
  • Use Cases
  • Notes

brave/spellcheck

Catalog entry: Skills by Brave
Source documentation: https://github.com/brave/brave-search-skills/blob/main/skills/spellcheck/SKILL.md

Function: Check search queries for spelling errors and get corrections

When to use it: Correcting user-typed queries before sending them to a search API Building a “Did you mean?” suggestion box in a search UI Cleaning up batches of raw search queries from analytics logs Validating form inputs where accurate spelling matters for downstream lookups Comparing original vs. corrected queries to detect common typos in your product

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Spellcheck
  • Quick Start (cURL)
  • Endpoint
  • Parameters
  • Response Fields
  • Example Response
  • Use Cases
  • Notes

chrisryugj/kordoc

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/chrisryugj/kordoc/blob/main/plugins/kordoc/skills/kordoc/SKILL.md

Function: Convert Korean HWP/HWPX documents to Markdown, fill forms, generate HWPX

When to use it: Use this skill whenever the user wants to read, create, fill, edit, compare, validate, or preview Korean Hangul/official documents — .hwp (HWP 3.x/5.x), .hwpx, .hml (HWPML) — or convert Korean-office PDF/DOCX/XLS/XLSX to Markdown. Triggers include any mention of ‘hwp’, ‘hwpx’, ‘hml’, ‘한글 문서’, ‘아래한글’, ‘한컴’, ‘공문서’, ‘기안문’, ‘보고서를 hwpx로’, ‘서식 채우기’, ‘양식 자동 작성’, ‘신청서 채워줘’, ‘신구대조표’, ‘문서 비교’, or uploading/attaching .hwp/.hwpx/.hml files. Also use when generating official Korean documents from Markdown (기안문·보고서·계획서·통지·회의록 presets) or when a HWPX layout preview/verification is needed. Do NOT use for authoring plain Word .do

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • kordoc — 한국 공문서 툴킷
  • 문서 내용은 데이터
  • 실행 방법
  • 명령 요약
  • 워크플로
  • 1) 읽기 — 어떤 문서든 Markdown 으로
  • 2) 공문서 생성 — Markdown 규약
  • 3) 서식 채우기 (fill)
  • 4) 기존 문서 편집 (patch)
  • 4-1) 서식 베끼기 — 견본 분위기 그대로 새 문서
  • 4-2) 기관팩 — 우리 기관 서식으로 계속 쓰기
  • 5) 도장/서명 배치 (seal)
  • 6) 비교·검증·미리보기
  • 함정

crawlbase/crawl-html

Catalog entry: Skills by Crawlbase
Source documentation: https://github.com/crawlbase/crawlbase-codex-plugin/blob/main/skills/crawl-html/SKILL.md

Function: Crawl a URL and return its raw HTML with JS rendering, device emulation, and geo-targeting

When to use it: Inspecting the full HTML structure of a page before writing extraction logic Fetching JavaScript-rendered pages that return empty bodies to plain HTTP clients Comparing how a page renders for mobile versus desktop browsers Geo-targeting a crawl to see country-specific pricing or content Storing crawl results in Crawlbase Cloud Storage for later retrieval

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • When to use
  • Usage
  • Example prompts

crawlbase/crawl-screenshot

Catalog entry: Skills by Crawlbase
Source documentation: https://github.com/crawlbase/crawlbase-codex-plugin/blob/main/skills/crawl-screenshot/SKILL.md

Function: Take full-page or viewport screenshots of any URL on desktop or mobile

When to use it: Verifying a landing page looks right after a deploy Capturing how a page renders on mobile versus desktop Documenting what a page looked like at a point in time Sharing a visual preview of a page in a report or chat Giving UI-aware agents an image they can analyze

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • When to use
  • Usage
  • Example prompts

czlonkowski/n8n-expression-syntax

Catalog entry: n8n Automation
Source documentation: https://github.com/czlonkowski/n8n-skills/blob/main/skills/n8n-expression-syntax/SKILL.md

Function: n8n expression syntax with {{}} and $json/$node variables

When to use it: Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables, troubleshooting expression errors, mapping data between nodes, or referencing webhook data in workflows. Use this skill whenever configuring node fields that reference data from previous nodes — expressions are how n8n passes data between nodes, and getting the syntax wrong is the most common source of workflow errors. Also use when asked whether a complex expression hurts performance.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • n8n Expression Syntax
  • Expression Format
  • Core Variables
  • $json - Current Node Output
  • $node - Reference Other Nodes
  • $now - Current Timestamp
  • $env - Environment Variables
  • 🚨 CRITICAL: Webhook Data Structure
  • Webhook Node Output Structure
  • Correct Webhook Data Access
  • Common Patterns
  • Access Nested Fields
  • Reference Other Nodes
  • Combine Variables
  • When NOT to Use Expressions
  • ❌ Code Nodes

czlonkowski/n8n-validation-expert

Catalog entry: n8n Automation
Source documentation: https://github.com/czlonkowski/n8n-skills/blob/main/skills/n8n-validation-expert/SKILL.md

Function: Fix n8n validation errors with error catalog

When to use it: Use when encountering validation errors, validation warnings, false positives, operator structure issues, or need help understanding validation results. Also use when asking about validation profiles, error types, the validation loop process, or auto-fix capabilities. Consult this skill whenever a validate_node or validate_workflow call returns errors or warnings — it knows which warnings are false positives and which errors need real fixes.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • n8n Validation Expert
  • Validation Philosophy
  • Error Severity Levels
  • 1. Errors (Must Fix)
  • 2. Warnings (Should Fix)
  • 3. Suggestions (Optional)
  • The Validation Loop
  • Pattern from Telemetry
  • Example
  • Validation Profiles
  • minimal
  • runtime (RECOMMENDED default)
  • ai-friendly
  • strict
  • Common Error Types
  • Auto-Sanitization System

dannwaneri/spec-writer

Catalog entry: Development and Testing
Source documentation: https://github.com/dannwaneri/spec-writer/blob/main/SKILL.md

Function: Turns vague requests into spec, plan, and tasks

When to use it: Use when a task needs the capability described in this catalog entry: Turns vague requests into spec, plan, and tasks

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • spec-writer
  • How to invoke
  • Output format
  • SECTION 1: SPEC
  • SECTION 2: PLAN
  • SECTION 3: TASKS
  • Assumption handling
  • Quality rules
  • Example
  • SPEC
  • PLAN
  • TASKS
  • Task 1: .jsonl parser
  • Assumptions to review

dreammis/baijiahao-upload

Catalog entry: Marketing
Source documentation: https://github.com/dreammis/social-auto-upload/blob/main/skills/baijiahao-upload/SKILL.md

Function: Publish videos to Baijiahao

When to use it: Use when 用户要向百家号发布视频或核验百家号登录状态。

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • 百家号视频发布

dreammis/bilibili-upload

Catalog entry: Marketing
Source documentation: https://github.com/dreammis/social-auto-upload/blob/main/skills/bilibili-upload/SKILL.md

Function: Upload videos to Bilibili with category selection

When to use it: Use when a task needs the capability described in this catalog entry: Upload videos to Bilibili with category selection

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Bilibili 上传 Skill
  • 功能概览
  • 默认工作流
  • 命令选择建议
  • 执行前检查
  • 参考文档

dreammis/dayu-upload

Catalog entry: Marketing
Source documentation: https://github.com/dreammis/social-auto-upload/blob/main/skills/dayu-upload/SKILL.md

Function: Publish videos and articles to Dayuhao

When to use it: Use when a task needs the capability described in this catalog entry: Publish videos and articles to Dayuhao

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • 大鱼号发布
  • 账号与输入
  • 命令
  • 定时
  • 结果与中断
  • 示例脚本

dreammis/instagram-upload

Catalog entry: Marketing
Source documentation: https://github.com/dreammis/social-auto-upload/blob/main/skills/instagram-upload/SKILL.md

Function: Publish Reels, images, and carousels to Instagram

When to use it: Use when a task needs the capability described in this catalog entry: Publish Reels, images, and carousels to Instagram

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Instagram 独立网页发布
  • 示例脚本

dreammis/tencent-upload

Catalog entry: Marketing
Source documentation: https://github.com/dreammis/social-auto-upload/blob/main/skills/tencent-upload/SKILL.md

Function: Publish and schedule videos on WeChat Channels

When to use it: Use when 用户要向微信视频号发布视频或检查视频号账号状态。

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • 视频号发布

dreammis/tiktok-upload

Catalog entry: Marketing
Source documentation: https://github.com/dreammis/social-auto-upload/blob/main/skills/tiktok-upload/SKILL.md

Function: Upload TikTok videos with the repository’s Chrome uploader

When to use it: Use when 用户要发布 TikTok 视频，且当前环境可访问本仓库及其本地 Chrome 配置。

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • TikTok 视频发布

dreammis/weibo-upload

Catalog entry: Marketing
Source documentation: https://github.com/dreammis/social-auto-upload/blob/main/skills/weibo-upload/SKILL.md

Function: Publish videos to Weibo

When to use it: Use when 用户要向微博发布视频或检查微博账号状态。

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • 微博视频发布

dreammis/xueqiu-upload

Catalog entry: Marketing
Source documentation: https://github.com/dreammis/social-auto-upload/blob/main/skills/xueqiu-upload/SKILL.md

Function: Publish long-form articles to Xueqiu

When to use it: Use when a task needs the capability described in this catalog entry: Publish long-form articles to Xueqiu

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • 雪球长文
  • 账号及输入
  • 草稿和发表
  • 判断结果与中断处理
  • 示例脚本

dreammis/youtube-upload

Catalog entry: Marketing
Source documentation: https://github.com/dreammis/social-auto-upload/blob/main/skills/youtube-upload/SKILL.md

Function: Upload and schedule YouTube videos

When to use it: Use when 用户要向 YouTube 发布或定时发布视频，或检查 Google/YouTube 登录状态。

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • YouTube 视频发布

dreammis/zhihu-upload

Catalog entry: Marketing
Source documentation: https://github.com/dreammis/social-auto-upload/blob/main/skills/zhihu-upload/SKILL.md

Function: Publish articles and videos to Zhihu

When to use it: Use when a task needs the capability described in this catalog entry: Publish articles and videos to Zhihu

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • 知乎文章与视频
  • 功能概览
  • 登录
  • 文章
  • 视频
  • 提交与结果
  • 示例脚本

EricJujianZou/rederive

Catalog entry: Development and Testing
Source documentation: https://github.com/EricJujianZou/rederive/blob/master/skills/rederive/SKILL.md

Function: Understand any codebase by re-designing its decisions from first principles

When to use it: Use when the user runs /rederive, wants to explain a project they built with AI, is preparing to talk about a project in an interview, or wants to learn how a well-known project works.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Rederive
  • 1. Pick the repo
  • 2. Open with the root problem
  • 3. Build the map
  • 4. Run a problem
  • 5. Keep a log
  • Rules

Catalog entry: Skills by Firecrawl Team
Source documentation: https://github.com/firecrawl/skills/blob/main/README.md

Function: Integrate Firecrawl `/search` for query-first discovery with optional content hydration

When to use it: Adding web search as a tool call in an agent workflow Starting a research feature from a user query instead of URLs Fetching search results with full page content in a single call Discovering candidate URLs to feed into a scrape pipeline Building a topic-research feature that needs breadth before depth

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Firecrawl Skills
  • Install
  • Catalog layout
  • Contributing: where does my PR go?
  • Skills
  • Core (`skills/core/`)
  • Build (`skills/build/`)
  • Workflows (`skills/workflows/`)
  • MCP Server
  • Plugins
  • Prerequisites
  • Which skills do I need?
  • Docs (Source of Truth)
  • License

flutter/flutter-adding-home-screen-widgets

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Add home screen widgets to Flutter apps on Android and iOS

When to use it: Showing latest news headlines on the home screen without opening the app Displaying real-time stats or counters as a glanceable widget Providing quick-action shortcuts to specific app features from the home screen Surfacing calendar events or reminders directly on the device home screen Rendering custom Flutter charts as widget images for at-a-glance data

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

flutter/flutter-architecting-apps

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Structure a Flutter app using layered architecture

When to use it: Setting up a new Flutter project with clean layer boundaries from day one Refactoring a messy Flutter codebase into separate UI, Logic, and Data layers Adding a new feature by following the Service, Repository, ViewModel, View workflow Splitting a large widget file that mixes API calls with UI rendering Reviewing whether your app’s data flow follows unidirectional patterns

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

flutter/flutter-building-forms

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Build Flutter forms with validation and user input

When to use it: Adding a login screen with email and password validation Building a multi-step registration form with field-level error messages Creating a settings page where users update their profile details Validating credit card or payment fields before submitting an order Setting up a contact form that checks for empty or malformed inputs

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

flutter/flutter-building-layouts

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Build and fix layouts using the constraint system (Row, Column, Stack)

When to use it: Fixing overflow errors in a Column with a nested ListView Setting up a responsive layout that switches between mobile and tablet views Structuring a complex screen with overlapping elements using Stack Debugging render box issues with Flutter Inspector’s debug paint Planning constraint flow for a screen with both fixed and flexible sections

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

flutter/flutter-handling-concurrency

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Run heavy work in background Dart isolates

When to use it: Parsing a multi-megabyte JSON response without freezing the app Decoding or encoding images in a background isolate Running expensive search or filter logic on large local datasets Setting up a persistent worker isolate for continuous data processing Choosing between async/await and isolates for a specific task

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

flutter/flutter-handling-http-and-json

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Handle HTTP requests and JSON serialization

When to use it: Fetching data from a REST API and mapping it to Dart model classes Posting form data to a backend service with proper headers and status code checks Setting up json_serializable code generation for complex nested models Moving large JSON parsing to a background isolate to avoid UI jank Configuring platform permissions for network access on Android and macOS

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

flutter/flutter-implementing-navigation-and-routing

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Handle routing, navigation, and deep linking

When to use it: Setting up URL-based deep linking for a Flutter web app Moving between a list screen and a detail screen with data passing Building a multi-step onboarding flow with nested navigation Replacing named routes with go_router for browser back/forward support Returning a result from a pushed screen back to the caller

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

flutter/flutter-interoperating-with-native-apis

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Bridge Flutter with native platform APIs

When to use it: Calling a C++ image processing library from a Flutter app via FFI Reading device battery level through a type-safe Pigeon channel Embedding a native Google Maps view inside a Flutter widget tree Compiling a Flutter web app to WebAssembly with multi-threading headers Wrapping an existing Objective-C SDK for use in a cross-platform Flutter plugin

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

flutter/flutter-localizing-apps

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Configure Flutter for multiple languages and regions

When to use it: Adding a new language to an existing Flutter app before a regional launch Setting up plural and gender-aware strings in ARB files Configuring iOS bundle localizations for App Store compliance Debugging missing MaterialLocalizations errors in widget tests Formatting dates and numbers per locale in Flutter UI

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

flutter/flutter-managing-state

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Manage local widget state and shared application state

When to use it: Setting up a shopping cart that syncs across multiple screens Choosing between setState and Provider for a new feature Wiring up a ChangeNotifier ViewModel to a widget tree Refactoring tightly coupled widget state into a repository pattern Debugging missing notifyListeners calls that prevent UI updates

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

flutter/flutter-reducing-app-size

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Measure and optimize Flutter app bundle sizes

When to use it: Diagnosing which packages contribute most to APK or AAB file size Getting accurate iOS download size estimates before App Store submission Shrinking a Flutter app to meet store size limits on low-bandwidth markets Comparing build sizes before and after removing a heavy dependency Stripping debug symbols from release builds to reduce binary weight

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

flutter/flutter-setting-up-on-linux

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Set up a Linux machine for Flutter desktop development

When to use it: Setting up a fresh Ubuntu workstation for Flutter desktop apps Installing GTK and build dependencies for Linux Flutter targets Running flutter doctor to diagnose missing Linux toolchain packages Packaging a Flutter app as a Snap for the Snap Store Configuring a Chromebook’s Linux container for Flutter development

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

flutter/flutter-setting-up-on-macos

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Set up a macOS machine for Flutter development

When to use it: Preparing a new Mac for Flutter iOS and macOS development Fixing Xcode-related errors reported by flutter doctor Setting up CocoaPods for native plugin dependencies Configuring macOS desktop support after a fresh Flutter install Troubleshooting missing command-line tools or device detection issues

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

flutter/flutter-setting-up-on-windows

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Set up a Windows machine for Flutter development

When to use it: Setting up Flutter on a fresh Windows install for the first time Building a Flutter desktop app into a distributable .zip with all required DLLs Configuring Android USB debugging and emulator hardware acceleration on Windows Generating a self-signed .pfx certificate for local MSIX package testing Running flutter doctor to diagnose and fix missing Windows dependencies

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

flutter/flutter-theming-apps

Catalog entry: Skills by Flutter
Source documentation: https://github.com/flutter/skills/blob/main/README.md

Function: Customize Flutter app appearance through the theming system

When to use it: Setting up a Material 3 color scheme from a seed color Migrating a legacy Flutter codebase from Material 2 to Material 3 Replacing deprecated theme properties like accentColor and FlatButton Building adaptive dialogs that follow Windows vs macOS button conventions Configuring state-dependent button styles for hover, focus, and press

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Flutter Agent Plugins
  • Installation
  • Available Skills
  • Contributing
  • Code of Conduct

GarethManning/progressive-hint-ladder

Catalog entry: Specialized Domains
Source documentation: https://github.com/GarethManning/education-agent-skills/blob/main/skills/student-learning/progressive-hint-ladder/SKILL.md

Function: Provides graduated hints while preserving learner thinking and agency

When to use it: Use when a task needs the capability described in this catalog entry: Provides graduated hints while preserving learner thinking and agency

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • AGENT SKILLS STANDARD FIELDS (v2)
  • DOMAIN 20 FIELDS
  • Progressive Hint Ladder
  • What This Skill Does
  • Evidence Foundation
  • System Prompt
  • Example Transcript
  • Known Limitations

garrytan/benchmark

Catalog entry: Skills by Garry Tan (gstack)
Source documentation: https://github.com/garrytan/gstack/blob/main/benchmark/SKILL.md

Function: Performance Engineer: baseline page load times, Core Web Vitals, and resource sizes

When to use it: Capturing a performance baseline before starting a refactor Spotting an LCP regression introduced by a new image or layout change on a PR Checking JS bundle size growth after adding a third-party dependency Comparing total transfer size between the current branch and the main branch Running a performance budget check against FCP and JS size limits before merging

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Preamble (run first)
  • Plan Mode Safe Operations
  • Skill Invocation During Plan Mode
  • Artifacts Sync (skill start)
  • Model-Specific Behavioral Patch (claude)
  • Voice
  • Completion Status Protocol
  • Operational Self-Improvement
  • Telemetry (run last)
  • Plan Status Footer
  • BROWSER SETUP (Aside — run this check BEFORE any browser step)
  • Rules for driving a real browser
  • Browser fallback: gstack’s own headless browser
  • Find the `$B` binary
  • Translate the Aside scripts step by step
  • What changes without Aside

garrytan/guard

Catalog entry: Skills by Garry Tan (gstack)
Source documentation: https://github.com/garrytan/gstack/blob/main/guard/SKILL.md

Function: Full Safety: /careful + /freeze in one command for maximum safety

When to use it: Restricting edits to a single service directory while debugging a live API Blocking accidental DROP TABLE or rm -rf during a database migration Working in a shared repo where only one subdirectory should be touched Locking down file writes to a feature branch directory before a production deploy Adding a safety net when pair-debugging on a system you don’t fully know yet

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • /guard — Full Safety Mode
  • Setup
  • What’s protected

garrytan/plan-ceo-review

Catalog entry: Skills by Garry Tan (gstack)
Source documentation: https://github.com/garrytan/gstack/blob/main/plan-ceo-review/SKILL.md

Function: CEO/Founder plan review with four modes: Expansion, Selective Expansion, Hold Scope, Reduction

When to use it: Running a 10x ambition check on a feature plan before writing any code Challenging problem framing when a plan might be solving the wrong thing Cutting scope on an overbuilt plan down to what actually needs to ship Mapping unrescued error paths and failure modes the plan didn’t explicitly cover Choosing a scope posture — expand, hold, or cut — before a sprint starts

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Shared preamble (load first)
  • Preamble (run first)
  • AskUserQuestion Format
  • Self-check before emitting
  • Question Tuning (skip entirely if `QUESTION_TUNING: false`)
  • Repo Ownership — See Something, Say Something
  • Search Before Building
  • Telemetry (run last)
  • Step 0: Detect platform and base branch
  • Mega Plan Review Mode
  • Philosophy
  • Prime Directives
  • Engineering Preferences (use these to guide every recommendation)
  • Priority hierarchy
  • Web research runs in Aside
  • PRE-REVIEW SYSTEM AUDIT (before Step 0)

garrytan/retro

Catalog entry: Skills by Garry Tan (gstack)
Source documentation: https://github.com/phuryn/pm-skills/blob/main/pm-execution/skills/retro/SKILL.md

Function: Eng Manager weekly retro with per-person breakdowns and shipping streaks

When to use it: Use when running a retrospective, reflecting on a sprint, creating action items from team feedback, or learning how to run effective retros.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sprint Retrospective Facilitator
  • Context
  • Instructions

garrytan/unfreeze

Catalog entry: Skills by Garry Tan (gstack)
Source documentation: https://github.com/garrytan/gstack/blob/main/unfreeze/SKILL.md

Function: Unlock: remove the /freeze boundary

When to use it: Unlocking all directories after finishing a scoped refactor Widening edit access mid-session when a fix requires touching multiple folders Resetting freeze state before switching to a different area of the codebase Removing a stale freeze left over from a previous task Toggling between restricted and unrestricted edit modes in the same session

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • /unfreeze — Clear Freeze Boundary
  • Clear the boundary

getsentry/sentry-otel-exporter-setup

Catalog entry: Skills by Sentry team for their dev team.
Source documentation: https://github.com/getsentry/sentry-for-ai/blob/main/README.md

Function: Configure the OpenTelemetry Collector with Sentry Exporter

When to use it: Routing traces from many services into per-service Sentry projects Adding the Sentry Exporter to an existing OTel Collector config Sending OTel logs to Sentry alongside traces Automating Sentry project creation from service names Centralizing OTel-to-Sentry pipelines across environments

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sentry for AI
  • What You Can Do
  • Distribution
  • Build it yourself
  • Skills
  • Core
  • Feature Setup
  • Reference Library
  • Prerequisites
  • Contributing
  • License

greensock/gsap-performance

Catalog entry: Skills by GSAP (GreenSock)
Source documentation: https://github.com/greensock/gsap-skills/blob/main/skills/gsap-performance/SKILL.md

Function: Performance tips for transforms, will-change, batching, and ScrollTrigger optimization

When to use it: Use when optimizing GSAP animations, reducing jank, or when the user asks about animation performance, FPS, or smooth 60fps.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • GSAP Performance
  • When to Use This Skill
  • Prefer Transform and Opacity
  • will-change
  • Batch Reads and Writes
  • Many Elements (Stagger, Lists)
  • Frequently updated properties (e.g. mouse followers)
  • ScrollTrigger and Performance
  • Reduce Simultaneous Work
  • Best practices
  • Do Not

greensock/gsap-timeline

Catalog entry: Skills by GSAP (GreenSock)
Source documentation: https://github.com/greensock/gsap-skills/blob/main/skills/gsap-timeline/SKILL.md

Function: Timelines with sequencing, position parameter, labels, nesting, and playback control

When to use it: Use when sequencing animations, choreographing keyframes, or when the user asks about animation sequencing, timelines, or animation order (in GSAP or when recommending a library that supports timelines).

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • GSAP Timeline
  • When to Use This Skill
  • Creating a Timeline
  • Position Parameter
  • Timeline Defaults
  • Timeline Options (constructor)
  • Labels
  • Nesting Timelines
  • Controlling Playback
  • Official GSAP Best practices
  • Do Not

greensock/gsap-utils

Catalog entry: Skills by GSAP (GreenSock)
Source documentation: https://github.com/greensock/gsap-skills/blob/main/skills/gsap-utils/SKILL.md

Function: Utility functions like clamp, mapRange, interpolate, snap, selector, and wrap

When to use it: Use when the user asks about gsap.utils, clamp, mapRange, random, snap, toArray, wrap, or helper utilities in GSAP.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • gsap.utils
  • When to Use This Skill
  • Overview
  • Clamping and Ranges
  • clamp(min, max, value?)
  • mapRange(inMin, inMax, outMin, outMax, value?)
  • normalize(min, max, value?)
  • interpolate(start, end, progress?)
  • Random and Snap
  • random(minimum, maximum[, snapIncrement, returnFunction]) / random(array[, returnFunction])
  • snap(snapTo, value?)
  • shuffle(array)
  • distribute(config)
  • Units and Parsing
  • getUnit(value)
  • unitize(value, unit)

JimmySadek/youtube-fetcher

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/JimmySadek/youtube-fetcher-to-markdown/blob/main/SKILL.md

Function: Create Obsidian-ready Markdown notes from YouTube videos

When to use it: Use when a task needs the capability described in this catalog entry: Create Obsidian-ready Markdown notes from YouTube videos

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Video Fetcher to Markdown
  • Choose the result the user asked for
  • Other sites, and YouTube without captions
  • When the site needs a login (exit 4)
  • Language and translation
  • Preserve the user’s work and source evidence
  • Exports and capture controls
  • Operational boundaries

Kayforkind/reimagine-it

Catalog entry: Development and Testing
Source documentation: https://github.com/Kayforkind/reimagine-it/blob/main/skills/reimagine-it/SKILL.md

Function: Redesign HTML pages using only their existing content

When to use it: Use when the user says /reimagine-it, “reimagine it”, “reinvent this”, “redesign this page”, “make an infographic”, wants a content-aware redesign or a visual leap instead of a mood board. All 17 tokens: webpage, infographic, svg, 3js, simulation, artistic, cinematic, dashboard, photography, landing, editorial, gradient, showcase, motion, glass, lookbook, particles — plus leftover words as a brief. Also /reimagine-it audit for quality checks. The agent runs the CLI; it does not hand-author the page. Installed via npx skills add Kayforkind/reimagine-it or plugin marketplace. Not /better. Not a mood board. Does not

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • /reimagine-it
  • Engine — run the CLI; do not invent the page
  • Categories (you choose · agent decides)
  • Hard contract
  • Procedure
  • Auto mode — the automatic design loop
  • 0. Token parse (open brief — do not drop words)
  • 0. Context sniff (do not skip)
  • 0.5 Interview category (skip unless chosen)
  • 0.75 Adjacent possible (private)
  • 0.85 Anchor list (private, but every plate must map to one)
  • 1. Four notes (private)
  • 2. Form router
  • 2.4 Creative variation (never repeat)
  • 2.5 Modifiers · font · lock (extend the pack)
  • 2.6 Output format(s) — HTML is the engine product

kochetkov-ma/brewpage-publish

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/kochetkov-ma/claude-brewcode/blob/main/skills/brewpage-publish/SKILL.md

Function: Publish pages, files or folder sites to shareable brewpage.app links

When to use it: Use when a task needs the capability described in this catalog entry: Publish pages, files or folder sites to shareable brewpage.app links

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • brewpage-publish
  • Running commands
  • Workflow
  • Step 1: Parse Arguments
  • Step 2: Detect Content Type
  • Step 3: Show Pre-Publish Stats
  • Step 4: Ask Namespace
  • Step 5: Ask Password
  • Step 6: Publish and Save Token (secure)
  • Step 7: Output Result
  • Notes
  • Powered by

luchasarie/bro

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/luchasarie/bro-skill/blob/main/SKILL.md

Function: Re-explains the last reply in plain language

When to use it: Use when a task needs the capability described in this catalog entry: Re-explains the last reply in plain language

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • /bro — say it simpler
  • Rules

microsoft/azure-appconfiguration-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-appconfiguration-py/SKILL.md

Function: Feature flags and dynamic settings

When to use it: Reading environment-specific settings by label (dev, staging, prod) from a centralized store Toggling a feature flag on or off without redeploying the application Creating a snapshot of production settings before a deployment for rollback Listing all keys matching a prefix like ‘app:database:*‘ to audit a service’s config Locking production configuration settings to read-only to prevent accidental overwrites

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure App Configuration SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Configuration Settings
  • Get Setting
  • Get with Label
  • Set Setting
  • Delete Setting
  • List Settings
  • All Settings
  • Filter by Key Prefix
  • Filter by Label
  • Feature Flags
  • Set Feature Flag
  • Get Feature Flag

microsoft/azure-appconfiguration-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-appconfiguration-ts/SKILL.md

Function: App config, feature flags, dynamic refresh

When to use it: Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, or centralized configuration management.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure App Configuration SDK for TypeScript
  • Installation
  • Environment Variables
  • Authentication
  • CRUD Operations
  • Create/Update Settings
  • Read Settings
  • Delete Settings
  • Lock/Unlock (Read-Only)
  • App Configuration Provider
  • Load Configuration
  • Dynamic Refresh
  • Key Vault References
  • Feature Flags
  • Create Feature Flag (Low-Level)
  • Load and Evaluate Feature Flags

microsoft/azure-eventgrid-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-eventgrid-dotnet/SKILL.md

Function: Event Grid topic and domain publishing

When to use it: Publishing order lifecycle events from a .NET microservice to downstream consumers Receiving and acknowledging events with lock tokens using pull delivery namespaces Routing events to multiple domain topics based on event source Triggering Azure Functions from Event Grid webhook subscriptions Parsing incoming system events like StorageBlobCreatedEventData in webhook handlers

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.Messaging.EventGrid (.NET)
  • Installation
  • Environment Variables
  • Client Hierarchy
  • Authentication
  • API Key Authentication
  • Microsoft Entra Token Credential
  • SAS Token Authentication
  • Publishing Events
  • EventGridEvent Schema
  • CloudEvent Schema
  • Publishing to Event Grid Domain
  • Custom Serialization
  • Pull Delivery (Namespaces)
  • Send Events to Namespace Topic
  • Receive and Process Events

microsoft/azure-eventgrid-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-eventgrid-py/SKILL.md

Function: Event-driven pub/sub routing

When to use it: Publishing order creation events from a Python service to downstream consumers Routing CloudEvents from a custom app to Azure Functions or Logic Apps Batching and sending multiple events to an Event Grid namespace topic Triggering real-time notifications when inventory levels drop below a threshold Integrating a Python microservice into an existing Azure event-driven pipeline

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Event Grid SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Event Types
  • Publish CloudEvents
  • Publish EventGridEvents
  • Event Properties
  • CloudEvent Properties
  • EventGridEvent Properties
  • Async Client
  • Namespace Topics (Event Grid Namespaces)
  • Best Practices
  • Reference Files

microsoft/azure-eventhub-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-eventhub-dotnet/SKILL.md

Function: High-throughput event streaming

When to use it: Streaming telemetry from IoT devices into a .NET processing pipeline Processing clickstream data from a web app with partition-key ordering per user Ingesting log events from multiple services into a central Event Hub consumer Checkpointing processed events in Azure Blob Storage to resume after restarts Sending high-volume sensor readings in bulk using the buffered producer

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.Messaging.EventHubs (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Client Types
  • Core Workflow
  • 1. Send Events (Batch)
  • 2. Send Events (Buffered - High Volume)
  • 3. Receive Events (Production - EventProcessorClient)
  • 4. Partition Operations
  • EventPosition Options
  • ASP.NET Core Integration
  • Best Practices
  • Error Handling
  • Checkpointing Strategies
  • Related SDKs

microsoft/azure-eventhub-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-eventhub-py/SKILL.md

Function: High-throughput event streaming

When to use it: Sending batches of telemetry events from IoT devices to Azure Event Hubs Consuming partitioned event streams with consumer groups in Python Tracking processing progress with BlobCheckpointStore across restarts Routing events to specific partitions by partition key for ordered delivery Running async producers and consumers for high-throughput ingestion pipelines

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Event Hubs SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Client Types
  • Send Events
  • Send to Specific Partition
  • Receive Events
  • Simple Receive
  • With Blob Checkpoint Store (Production)
  • Async Client
  • Event Properties
  • Get Event Hub Info
  • Best Practices
  • Reference Files

microsoft/azure-eventhub-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-eventhub-ts/SKILL.md

Function: High-throughput event streaming

When to use it: Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event-driven architectures with partitioned consumers.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Event Hubs SDK for TypeScript
  • Installation
  • Environment Variables
  • Authentication
  • Core Workflow
  • Send Events
  • Send to Specific Partition
  • Receive Events (Simple)
  • Receive with Checkpointing (Production)
  • Receive from Specific Position
  • Event Hub Properties
  • Batch Processing Options
  • Key Types
  • Event Properties
  • Error Handling
  • Best Practices

microsoft/azure-maps-search-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-maps-search-dotnet/SKILL.md

Function: Geocoding, routing, and weather services

When to use it: Converting a list of customer addresses to coordinates for map display Calculating drive times between multiple warehouse and delivery locations using a route matrix Fetching map tiles to render a custom interactive map in a .NET application Looking up the country of origin for a user’s IP address during registration Retrieving boundary polygons for a city or administrative district

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Maps (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Subscription Key (Shared Key)
  • Microsoft Entra Token Credential
  • Shared Access Signature (SAS)
  • Client Hierarchy
  • Core Workflows
  • 1. Geocoding (Address to Coordinates)
  • 2. Batch Geocoding
  • 3. Reverse Geocoding (Coordinates to Address)
  • 4. Get Boundary Polygon
  • 5. Route Directions
  • 6. Route Directions with Options
  • 7. Route Matrix

microsoft/azure-messaging-webpubsubservice-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-messaging-webpubsubservice-py/SKILL.md

Function: Real-time WebSocket messaging

When to use it: Broadcasting live score updates to all connected users in a sports app Sending targeted notifications to a specific user across multiple devices Adding a connection to a group channel when a user joins a chat room Revoking a client’s group permissions when their session expires Checking whether a user has active connections before sending a message

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Web PubSub Service SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Service Client (Server-Side)
  • Authentication
  • Generate Client Access Token
  • Send to All Clients
  • Send to User
  • Send to Group
  • Send to Connection
  • Group Management
  • Connection Management
  • Grant/Revoke Permissions
  • Client SDK (Python WebSocket Client)
  • Async Service Client

microsoft/azure-mgmt-applicationinsights-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-applicationinsights-dotnet/SKILL.md

Function: Application Insights resource management

When to use it: Creating workspace-based Application Insights components with retention and sampling settings Setting up availability web tests from multiple global regions on a schedule Generating API keys scoped to specific read or write permissions on a component Building shared workbooks with KQL queries embedded in serialized JSON Linking a storage account to an Application Insights component for data export

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.ResourceManager.ApplicationInsights (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Resource Hierarchy
  • Core Workflows
  • 1. Create Application Insights Component (Workspace-based)
  • 2. Get Connection String and Keys
  • 3. Create API Key
  • 4. Create Web Test (Availability Test)
  • 5. Create Multi-Step Web Test
  • 6. Create Workbook
  • 7. Link Storage Account
  • 8. List and Manage Components
  • 9. Update Component
  • 10. Delete Resources

microsoft/azure-mgmt-botservice-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-botservice-dotnet/SKILL.md

Function: Bot Service provisioning via ARM

When to use it: Creating an Azure Bot resource with SKU and MSA app credentials Enabling the Teams channel on an existing bot programmatically Rotating DirectLine keys for a specific site Listing all configured channels on a bot across environments Updating a bot’s messaging endpoint after a backend redeployment

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.ResourceManager.BotService (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Resource Hierarchy
  • Core Workflows
  • 1. Create Bot Resource
  • 2. Configure DirectLine Channel
  • 3. Configure Microsoft Teams Channel
  • 4. Configure Web Chat Channel
  • 5. Get Bot and List Channels
  • 6. Regenerate DirectLine Keys
  • 7. Update Bot
  • 8. Delete Bot
  • Supported Channel Types
  • Key Types Reference

microsoft/azure-mgmt-botservice-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-mgmt-botservice-py/SKILL.md

Function: Bot Service resource management

When to use it: Creating and updating Azure bots from CI/CD pipelines Enabling Teams or Slack channels on a bot after deployment Rotating Direct Line API keys on a schedule Listing all bots across a subscription for an audit Configuring OAuth connections for Microsoft Graph access

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Bot Service Management SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Create a Bot
  • Get Bot Details
  • List Bots in Resource Group
  • List All Bots in Subscription
  • Update Bot
  • Delete Bot
  • Configure Channels
  • Add Teams Channel
  • Add Direct Line Channel
  • Add Web Chat Channel
  • Get Channel Details
  • List Channel Keys

microsoft/azure-mgmt-fabric-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-mgmt-fabric-dotnet/SKILL.md

Function: Microsoft Fabric capacity management

When to use it: Provisioning a new F64 Fabric capacity in West US 2 from a .NET deployment script Suspending Fabric capacities overnight to stop compute billing on non-production environments Scaling a capacity from F64 to F128 before a scheduled heavy data processing job Checking whether a capacity name is available before running an automated provisioning workflow Listing all SKUs available in a region to validate capacity options before deployment

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.ResourceManager.Fabric (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Resource Hierarchy
  • Core Workflows
  • 1. Create Fabric Capacity
  • 2. Get Fabric Capacity
  • 3. Update Capacity (Scale SKU or Change Admins)
  • 4. Suspend and Resume Capacity
  • 5. Delete Capacity
  • 6. List All Capacities
  • 7. Check Name Availability
  • 8. List Available SKUs
  • SKU Reference
  • Key Types Reference

microsoft/azure-mgmt-fabric-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-mgmt-fabric-py/SKILL.md

Function: Microsoft Fabric capacity management

When to use it: Suspending idle Fabric capacities overnight to stop billing Scaling a capacity from F2 to F8 when workload increases Listing all Fabric capacities across a subscription for cost audits Checking name availability before provisioning a new capacity Assigning admin users to a Fabric capacity during automated setup

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Fabric Management SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Create Fabric Capacity
  • Get Capacity Details
  • List Capacities in Resource Group
  • List All Capacities in Subscription
  • Update Capacity
  • Suspend Capacity
  • Resume Capacity
  • Delete Capacity
  • Check Name Availability
  • List Available SKUs
  • Client Operations
  • Fabric SKUs

microsoft/azure-resource-manager-cosmosdb-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-cosmosdb-dotnet/SKILL.md

Function: Cosmos DB resource provisioning

When to use it: Provisioning a new Cosmos DB account in a specific Azure region Creating SQL containers with custom partition keys and indexing policies Switching a database from manual to autoscale throughput Retrieving connection strings and primary keys for a Cosmos DB account Setting up multi-region failover configuration for an existing account

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.ResourceManager.CosmosDB (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Resource Hierarchy
  • Core Workflow
  • 1. Create Cosmos DB Account
  • 2. Create SQL Database
  • 3. Create SQL Container
  • 4. Configure Throughput
  • 5. Get Connection Information
  • Key Types Reference
  • Best Practices
  • Error Handling
  • Reference Files
  • Related SDKs

microsoft/azure-resource-manager-durabletask-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-resource-manager-durabletask-dotnet/SKILL.md

Function: Durable Task Scheduler management

When to use it: Creating a Dedicated or Consumption SKU scheduler in a specific Azure region Provisioning task hubs under an existing scheduler before deploying orchestration workers Scaling scheduler capacity up by updating the SKU configuration Listing all Durable Task Schedulers across a subscription to audit infrastructure Deleting task hubs and schedulers in the correct dependency order during teardown

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.ResourceManager.DurableTask (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Resource Hierarchy
  • Core Workflow
  • 1. Create Durable Task Scheduler
  • 2. Create Scheduler with Consumption SKU
  • 3. Create Task Hub
  • 4. List Schedulers
  • 5. Get Scheduler by Name
  • 6. Update Scheduler
  • 7. Delete Resources
  • 8. Manage Retention Policies
  • Key Types Reference
  • SKU Options

microsoft/azure-servicebus-dotnet

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-dotnet/skills/azure-servicebus-dotnet/SKILL.md

Function: Enterprise messaging with queues and topics

When to use it: Routing orders between microservices using topic subscriptions Processing background jobs from a queue with automatic lock renewal Grouping related messages by session ID to preserve per-customer ordering Inspecting dead letter queues to debug messages that failed max delivery attempts Broadcasting events to multiple subscribers via a single topic send

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure.Messaging.ServiceBus (.NET)
  • Installation
  • Environment Variables
  • Authentication
  • Microsoft Entra Token Credential
  • Connection String
  • ASP.NET Core Dependency Injection
  • Client Hierarchy
  • Core Workflows
  • 1. Send Messages
  • 2. Receive Messages
  • 3. Message Settlement
  • 4. Background Processing with Processor
  • 5. Sessions (Ordered Processing)
  • 6. Dead Letter Queue
  • 7. Topics and Subscriptions

microsoft/azure-servicebus-py

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-python/skills/azure-servicebus-py/SKILL.md

Function: Enterprise messaging with queues and topics

When to use it: Sending order events to a queue for background processing Fanning out notifications to multiple subscribers via topics Processing messages in strict order using session-based queues Scheduling messages to be delivered at a future time Routing failed messages to a dead-letter queue for manual review

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Service Bus SDK for Python
  • Installation
  • Environment Variables
  • Authentication & Lifecycle
  • Client Types
  • Send Messages (Async)
  • Receive Messages (Async)
  • Receive Modes
  • Message Settlement
  • Topics and Subscriptions
  • Sessions (FIFO)
  • Scheduled Messages
  • Dead-Letter Queue
  • Sync Client (for simple scripts)
  • Best Practices
  • Reference Files

microsoft/azure-servicebus-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-servicebus-ts/SKILL.md

Function: Messaging with queues and topics

When to use it: Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterprise messaging patterns.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Service Bus SDK for TypeScript
  • Installation
  • Environment Variables
  • Authentication
  • Core Workflow
  • Send Messages to Queue
  • Receive Messages from Queue
  • Subscribe to Messages (Event-Driven)
  • Topics and Subscriptions
  • Message Sessions
  • Dead-Letter Handling
  • Scheduled Messages
  • Message Deferral
  • Peek Messages (Non-Destructive)
  • Key Types
  • Receive Modes

microsoft/azure-web-pubsub-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/azure-web-pubsub-ts/SKILL.md

Function: Real-time WebSocket pub/sub messaging

When to use it: Use when implementing WebSocket-based real-time features, pub/sub messaging, group chat, or live notifications.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Azure Web PubSub SDKs for TypeScript
  • Installation
  • Environment Variables
  • Server-Side: WebPubSubServiceClient
  • Authentication
  • Generate Client Access Token
  • Send Messages
  • Group Management
  • Connection Management
  • Client-Side: WebPubSubClient
  • Connect
  • Event Handlers
  • Express Event Handler
  • Key Types
  • Best Practices

microsoft/zustand-store-ts

Catalog entry: Skills by Microsoft
Source documentation: https://github.com/microsoft/skills/blob/main/.github/plugins/azure-sdk-typescript/skills/zustand-store-ts/SKILL.md

Function: Zustand stores with middleware patterns

When to use it: Use when building React state management, creating global stores, or implementing reactive state patterns with Zustand.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Zustand Store
  • Quick Start
  • Always Use subscribeWithSelector
  • Separate State and Actions
  • Use Individual Selectors
  • Subscribe Outside React
  • Integration Steps

morluto/rea

Catalog entry: Specialized Domains
Source documentation: https://github.com/morluto/rea/blob/main/.agents/skills/reverse-engineer-anything/SKILL.md

Function: Reverse-engineer binaries, applications, and runtimes with REA

When to use it: Use when a task needs the capability described in this catalog entry: Reverse-engineer binaries, applications, and runtimes with REA

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • REA
  • Connect only when needed
  • Route the target first
  • Work summary-first
  • Plan broader investigations
  • Read only the relevant guide
  • Finish the task

muratcankoylan/context-degradation

Catalog entry: Context Engineering
Source documentation: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/blob/main/skills/context-degradation/SKILL.md

Function: Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash

When to use it: Use when a task needs the capability described in this catalog entry: Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Context Degradation Patterns
  • When to Activate
  • Core Concepts
  • Detailed Topics
  • Lost-in-Middle: Detection and Placement Strategy
  • Context Poisoning: Prevention and Recovery
  • Context Distraction: Curation Over Accumulation
  • Context Confusion: Task Isolation
  • Context Clash: Conflict Resolution Protocols
  • Empirical Benchmarks and Thresholds
  • Counterintuitive Findings
  • When Larger Contexts Hurt
  • Practical Guidance
  • The Four-Bucket Mitigation Framework
  • Architectural Patterns for Resilience
  • Examples

muratcankoylan/context-optimization

Catalog entry: Context Engineering
Source documentation: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/blob/main/skills/context-optimization/SKILL.md

Function: Apply compaction, masking, and caching strategies

When to use it: Use when a task needs the capability described in this catalog entry: Apply compaction, masking, and caching strategies

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Context Optimization Techniques
  • When to Activate
  • Core Concepts
  • Detailed Topics
  • Compaction Strategies
  • Observation Masking
  • KV-Cache Optimization
  • Context Partitioning
  • Budget Management
  • Practical Guidance
  • Optimization Decision Framework
  • Performance Targets
  • Examples
  • Guidelines
  • Gotchas
  • Integration

NeoLabHQ/kaizen

Catalog entry: Development and Testing
Source documentation: https://github.com/NeoLabHQ/context-engineering-kit/blob/master/plugins/kaizen/skills/kaizen/SKILL.md

Function: Applies continuous improvement methodology with multiple analytical approaches, based on Japanese Kaizen philosophy and Lean methodology.

When to use it: Use when Code implementation and refactoring, architecturing or designing systems, process and workflow improvements, error handling and validation. Provide tehniquest to avoid over-engineering and apply iterative improvements.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Kaizen: Continuous Improvement
  • Overview
  • When to Use
  • The Four Pillars
  • 1. Continuous Improvement (Kaizen)
  • 2. Poka-Yoke (Error Proofing)
  • 3. Standardized Work
  • 4. Just-In-Time (JIT)
  • Integration with Commands
  • Red Flags
  • Remember

obra/brainstorming

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/obra/superpowers/blob/main/skills/brainstorming/SKILL.md

Function: Generate and explore ideas

When to use it: Use when a task needs the capability described in this catalog entry: Generate and explore ideas

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Brainstorming
  • First: What Do You Actually Know?
  • Look Before You Ask
  • Your First Message
  • The Conversation
  • Play It Back
  • Size the Work
  • The Written Design
  • Red Flags
  • Visual Companion

obra/executing-plans

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/obra/superpowers/blob/main/skills/executing-plans/SKILL.md

Function: Implement and run strategic plans

When to use it: Use when executing an implementation plan in the current session as the implementer yourself — your human partner chose inline execution, or no subagent tool is available

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Executing Plans
  • When to Use
  • The Process
  • Setup
  • The Task Loop
  • 1. Take the task
  • 2. Work the steps
  • 3. The completion contract
  • 4. Complete the task
  • Final Review
  • Finish
  • Common Rationalizations

obra/superpowers-lab

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/obra/superpowers-lab/blob/main/README.md

Function: Lab environment for Claude superpowers

When to use it: Use when a task needs the capability described in this catalog entry: Lab environment for Claude superpowers

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Superpowers Lab
  • What is this?
  • Current Skills
  • finding-duplicate-functions
  • mcp-cli
  • using-tmux-for-interactive-commands
  • windows-vm
  • Installation
  • Requirements
  • Experimental Status
  • Contributing
  • Related Projects
  • License

This catalog entry points to a collection. The scanned repository lists 4 distinct skill-file paths.

Sample members: finding-duplicate-functions · mcp-cli · using-tmux-for-interactive-commands · windows-vm

obra/verification-before-completion

Catalog entry: Development and Testing
Source documentation: https://github.com/obra/superpowers/blob/main/skills/verification-before-completion/SKILL.md

Function: Validate work before finalizing

When to use it: Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Verification Before Completion
  • Overview
  • The Iron Law
  • The Gate Function
  • Common Failures
  • Red Flags - STOP
  • Rationalization Prevention
  • Key Patterns
  • When To Apply

oliver-zehentleitner/keep-the-why

Catalog entry: Context Engineering
Source documentation: https://github.com/oliver-zehentleitner/keep-the-why/blob/main/skills/keep-the-why/SKILL.md

Function: Preserves the reasoning behind a codebase — decisions, workarounds, rejected alternatives

When to use it: Use when a task needs the capability described in this catalog entry: Preserves the reasoning behind a codebase — decisions, workarounds, rejected alternatives

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Keep the Why
  • When to use this skill
  • Edge cases
  • Composition with other skills
  • Core rules
  • Workflow
  • 0. Setup check
  • 1. Inspect
  • 2. Locate knowledge gaps
  • 3. Classify the evidence
  • 4. Ask, or listen
  • 5. Record
  • 6. Maintain
  • Example: expected output
  • Target repository structure
  • Reference files

openai/linear

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/linear/SKILL.md

Function: Manage issues, projects, and team workflows in Linear

When to use it: Use when the user wants to read, create or updates tickets in Linear.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Linear
  • Overview
  • Prerequisites
  • Required Workflow
  • Step 0: Set up Linear MCP (if not already configured)
  • Step 1
  • Step 2
  • Step 3
  • Step 4
  • Available Tools
  • Practical Workflows
  • Tips for Maximum Productivity
  • Troubleshooting

openai/screenshot

Catalog entry: Skills by OpenAI
Source documentation: https://github.com/openai/skills/blob/main/skills/.curated/screenshot/SKILL.md

Function: Capture desktop, app windows, or pixel regions across OS platforms

When to use it: Use when the user explicitly asks for a desktop or system screenshot (full screen, specific app or window, or a pixel region), or when tool-specific capture capabilities are unavailable and an OS-level capture is needed.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Screenshot Capture
  • Tool priority
  • macOS permission preflight (reduce repeated prompts)
  • macOS and Linux (Python helper)
  • Workflow examples
  • Multi-display behavior
  • Linux prerequisites and selection logic
  • Windows (PowerShell helper)
  • Direct OS commands (fallbacks)
  • macOS
  • Linux
  • Error handling

orziz/odai

Catalog entry: Context Engineering
Source documentation: https://github.com/orziz/odai/blob/main/skills/odai/SKILL.md

Function: Govern evidence, responsibility routing, safety boundaries, and verified delivery

When to use it: Use when a task needs the capability described in this catalog entry: Govern evidence, responsibility routing, safety boundaries, and verified delivery

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • 事：用户要得到什么
  • 实：什么是真的
  • 法：怎样整体解决
  • 成：怎样算做成
  • 界：什么可以做
  • 交付
  • 按缺口取用

realkimbarrett/avatar-extraction

Catalog entry: Advertising Skills by Kim Barrett
Source documentation: https://github.com/realkimbarrett/advertising-skills/blob/main/skills/foundations/avatar-extraction/SKILL.md

Function: Define exactly who the buyer is, what they want, what they’ve tried, and what’s driving their decisions

When to use it: Use when you need to define exactly who the buyer is, what they want, what they’ve tried, and what’s driving their decisions. Trigger on “target audience”, “ideal client”, “who is this for”, “avatar”, “customer profile”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Role
  • Process
  • Output
  • Rules
  • Avoid

realkimbarrett/headline-matrix

Catalog entry: Advertising Skills by Kim Barrett
Source documentation: https://github.com/realkimbarrett/advertising-skills/blob/main/skills/copy-chief/headline-matrix/SKILL.md

Function: Generate high-performing headline variations across different angles

When to use it: Trigger on “headlines”, “hooks”, “ad copy”, “email subject lines”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Role
  • Process
  • Output
  • Rules
  • Avoid

realkimbarrett/mechanism-builder

Catalog entry: Advertising Skills by Kim Barrett
Source documentation: https://github.com/realkimbarrett/advertising-skills/blob/main/skills/copy-chief/mechanism-builder/SKILL.md

Function: Explain why your solution works and others failed with a unique mechanism

When to use it: Use when you need to explain why your solution works and others failed. Trigger on “unique mechanism”, “why this works”, “different angle”, “positioning”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Role
  • Process
  • Output
  • Rules
  • Avoid

realkimbarrett/objection-crusher

Catalog entry: Advertising Skills by Kim Barrett
Source documentation: https://github.com/realkimbarrett/advertising-skills/blob/main/skills/copy-chief/objection-crusher/SKILL.md

Function: Identify and neutralize buyer objections and hesitation

When to use it: Trigger on “why wouldn’t someone buy”, “objections”, “hesitation”, “conversion issues”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Role
  • Process
  • Output
  • Rules
  • Avoid

realkimbarrett/schwartz-awareness-mapper

Catalog entry: Advertising Skills by Kim Barrett
Source documentation: https://github.com/realkimbarrett/advertising-skills/blob/main/skills/copy-chief/schwartz-awareness-mapper/SKILL.md

Function: Determine audience awareness level and the correct messaging approach

When to use it: Use when you need to determine audience awareness level and the correct messaging approach. Trigger on “awareness stage”, “cold vs warm audience”, “Schwartz”, “message to market match”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Role
  • Awareness Levels
  • Process
  • Output
  • Rules
  • Avoid

realkimbarrett/scroll-stopping-creative

Catalog entry: Advertising Skills by Kim Barrett
Source documentation: https://github.com/realkimbarrett/advertising-skills/blob/main/skills/operator-os/scroll-stopping-creative/SKILL.md

Function: Create ad concepts that stop attention in the first 3 seconds

When to use it: Trigger on “ad creative”, “thumbstopper”, “video ideas”.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Role
  • Principles
  • Output
  • Avoid

sanity-io/content-modeling-best-practices

Catalog entry: Skills by Sanity Team
Source documentation: https://github.com/sanity-io/agent-toolkit/blob/main/skills/content-modeling-best-practices/SKILL.md

Function: Guidelines for designing scalable content models in Sanity

When to use it: Use this skill when designing or refactoring content types, deciding field shapes, debating reusable versus nested content, planning omnichannel content models, or reviewing whether a schema is too page-shaped or presentation-driven.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Content Modeling Best Practices
  • When to Apply
  • Core Principles
  • References

sanity-io/sanity-best-practices

Catalog entry: Skills by Sanity Team
Source documentation: https://github.com/sanity-io/agent-toolkit/blob/main/skills/sanity-best-practices/SKILL.md

Function: Best practices for Sanity Studio, GROQ queries, and content workflows

When to use it: Use this skill whenever working with Sanity schemas, defineType or defineField, GROQ or defineQuery, content modeling, Presentation or preview setups, Sanity-powered frontend integrations, event-driven content automation, documentEventHandler, defineDocumentFunction, defineMediaLibraryAssetFunction, @sanity/functions, @sanity/blueprints, sanity.blueprint.ts, event-driven content automation, or when reviewing and fixing a Sanity codebase.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Sanity Best Practices
  • When to Apply
  • Global Rules
  • Video
  • Quick Reference
  • Integration Guides
  • Topic Guides
  • How to Use

SeanZoR/claude-speed-reader

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/SeanZoR/claude-speed-reader/blob/main/.claude/skills/speed/SKILL.md

Function: Speed read Claude’s responses at 600+ WPM using RSVP with Spritz-style ORP highlighting

When to use it: Use when a task needs the capability described in this catalog entry: Speed read Claude’s responses at 600+ WPM using RSVP with Spritz-style ORP highlighting

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Speed Reader
  • Instructions
  • Arguments

tt-a1i/archify

Catalog entry: Development and Testing
Source documentation: https://github.com/tt-a1i/archify/blob/main/archify/SKILL.md

Function: Generate validated interactive architecture diagrams from codebases or system descriptions

When to use it: Use when visualizing systems, API calls, pipelines, schemas, histories, timings, or everyday steps, parts, relationships and states. Also turn an answer into a one-page explainer, with the conclusion first, structured panels, native diagrams and charts, when the user asks for a page, an explainer or an answer to share (做成一页, 用页面讲), or proactively when the user’s rules opt in with an [archify explainer: ...] line. Not for dashboards.

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Archify
  • Choose the artifact
  • Existing candidate handoff
  • Native diagram authoring
  • Update awareness
  • Type router
  • Mermaid input
  • Delivery
  • Optional viewer capabilities
  • Setup and fallback
  • Output

veniceai/venice-characters

Catalog entry: Skills by Venice.ai
Source documentation: https://github.com/veniceai/skills/blob/main/skills/venice-characters/SKILL.md

Function: Character endpoints and `character_slug` usage

When to use it: Use when a task needs the capability described in this catalog entry: Character endpoints and `character_slug` usage

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Venice Characters
  • Use when
  • `GET /characters`
  • Query parameters
  • Character object
  • `GET /characters/{slug}`
  • `GET /characters/{slug}/reviews`
  • Using a character in chat
  • Minimal
  • Choosing the model
  • Via feature suffix on the `model` string
  • Patterns
  • Character picker UI
  • Web-enabled, family-friendly, recent and well-rated
  • Search by hashtag
  • Errors

vercel-labs/next-best-practices

Catalog entry: Skills by Vercel Engineering Team
Source documentation: https://github.com/vercel-labs/next-skills/blob/main/README.md

Function: Next.js best practices and recommended patterns

When to use it: Catching async client component errors before they hit the browser Migrating params and cookies to the Next.js 15 async API Setting up OG image generation with next/og Configuring next/image for remote sources with responsive sizes Debugging hydration errors caused by browser-only APIs or invalid HTML

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Next.js Agent Skills have moved
  • Install from the new location
  • Where each old skill went
  • On Next.js 16.1 or earlier?
  • Already installed the old skills?

vercel-labs/next-cache-components

Catalog entry: Skills by Vercel Engineering Team
Source documentation: https://github.com/vercel-labs/next-skills/blob/main/README.md

Function: Caching strategies and cache-aware components in Next.js

When to use it: Caching database query results with hourly revalidation on a product listing page Tagging cached product data and invalidating specific entries on form submission Migrating unstable_cache calls to use cache directives in an existing Next.js app Passing session cookies outside a cached component to keep the cache key stable Mixing a static nav, cached stats, and a dynamic notifications stream on a single dashboard route

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Next.js Agent Skills have moved
  • Install from the new location
  • Where each old skill went
  • On Next.js 16.1 or earlier?
  • Already installed the old skills?

vercel-labs/next-upgrade

Catalog entry: Skills by Vercel Engineering Team
Source documentation: https://github.com/vercel-labs/next-skills/blob/main/README.md

Function: Upgrade Next.js projects to newer versions

When to use it: Upgrading a Next.js 13 app to version 15 without missing breaking changes Running next-async-request-api codemod after a version bump causes build failures Checking which peer dependency versions React and React DOM need after a Next.js upgrade Migrating next.config.js options that were removed or renamed in a new release Auditing TypeScript type packages after upgrading to a new Next.js major version

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Next.js Agent Skills have moved
  • Install from the new location
  • Where each old skill went
  • On Next.js 16.1 or earlier?
  • Already installed the old skills?

vercel-labs/vercel-optimize

Catalog entry: Skills by Vercel Engineering Team
Source documentation: https://github.com/vercel-labs/agent-skills/blob/main/skills/vercel-optimize/SKILL.md

Function: Metric-backed Vercel cost and performance optimization audits

When to use it: Use when a task needs the capability described in this catalog entry: Metric-backed Vercel cost and performance optimization audits

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • Vercel Optimize
  • Prerequisites
  • Framework Support
  • Run Directory
  • Pipeline
  • 1. Collect, scan, and merge signals
  • 1.1 Stop on blockers
  • 2. Gate candidates
  • 2.1 Ask about audit scope when needed
  • 2.2 Deep-dive and reconcile
  • 2.3 Generate briefs and investigate
  • 2.4 Collect outputs
  • 3. Verify recommendations
  • 4. Render report and final message
  • Recommendation Rules
  • Scanner Rules

voygr-tech/placecall

Catalog entry: Productivity and Collaboration
Source documentation: https://github.com/voygr-tech/placecall/blob/main/skills/placecall/SKILL.md

Function: Calls US businesses by phone and returns outcome and transcript

When to use it: Use when a task needs the capability described in this catalog entry: Calls US businesses by phone and returns outcome and transcript

The catalog does not state a separate trigger condition. This usage note is inferred from the published function description.

Source skill menu:

  • PlaceCall
  • What PlaceCall does
  • What it handles
  • What you get back
  • Setup
  • Limits
  • Review before use
  • For the agent
  • Which path: MCP tools or `curl`
  • Connection
  • Sign up by email code
  • Place a call: `POST /calls`
  • Opening notice: `disclosure`, `record_call`
  • `POST /calls` failed or timed out? The call may still have been placed.
  • Booking or canceling? Use `POST /calls` and describe it in the brief.
  • Prefer typed inputs? The structured path (optional, same endpoint)

yuwen-cool/yuwen-publish-precheck

Catalog entry: Marketing
Source documentation: https://github.com/yuwen-cool/yuwen-publish-precheck/blob/master/SKILL.md

Function: Review Chinese social content before publishing, with source-backed corrections

When to use it: Use when 用户说”能不能发””审一下稿子””查违禁词/敏感词””会不会限流/被限流了””帮我改成能发的版本””发布前检查””被平台处罚/删除了””帮我盯着这个词””导入违禁词表”。Not for 海外平台(X/YouTube)内容审核、起号涨粉策略、写稿创作本身。

Usage guidance is taken from the skill’s own trigger description or usage section.

Source skill menu:

  • Publish Precheck｜发布前审
  • Outcome Contract
  • Hard Rules｜硬边界
  • 用户怎么说，你怎么做
  • 主流程
  • 1. 搞清内容的”身份”
  • 2. 跑词面预检
  • 3. 逐条判定
  • 4. 保意修复（用户要改稿时）
  • 5. 输出
  • 沉淀协议（让它越用越准的核心）
  • Gotchas
  • Reference Map

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