Posted Updated Agent Skills / Research & Learningan hour read (About 7037 words)   visits

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

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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

Research & Learning | Agent Skills

https://songchen.science/blog/agent-skills/research/

Author

Song Chen

Posted on

2026-11-02

Updated on

2026-11-02

Licensed under

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