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Agent Skills

Agent-Skills.md is a agent skills marketplace, to find the right agent skills for you.

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paper-search-usage

This skill should be used when user asks to "search for papers", "find research papers", "search arXiv", "search PubMed", "find academic papers", "search IEEE", "search Scopus", or "look up scientific literature".

fcakyon
fcakyon
55450

llmtornado-tutorial-generator

Generates comprehensive code tutorials on LlmTornado API formatted for Medium publication with examples, explanations, and best practices.

lofcz
lofcz
55092

skill-creator

Generates Anthropic Skills with complete workflow including GitHub PR creation and local download verification.

lofcz
lofcz
55092

skill-generator

Generates complete Anthropic SKILL packages with proper structure, documentation, and automated download verification.

lofcz
lofcz
55092

Research Synthesis Workflow

A step-by-step guide to synthesizing research from multiple sources into a coherent summary.

lofcz
lofcz
55092

Ability Generator

This skill generates markdown skill templates to be later used.

lofcz
lofcz
55092

ability-generator

Generates a structured skill template based on provided specifications.

lofcz
lofcz
55092

codebase-context-extractor

This skill provides a comprehensive context extraction system for large codebases. It intelligently analyzes code structure, dependencies, and relationships to extract relevant context for understanding, debugging, or modifying code.

lofcz
lofcz
55092

company-product-context

Compiles comprehensive company product context from PDF documents, web research, and industry knowledge

lofcz
lofcz
55092

deep-researcher

Performs comprehensive, multi-layered research on any topic with structured analysis and synthesis of information from multiple sources.

lofcz
lofcz
55092

pdf-processor

Extracts text and tables from PDF files, fills forms, and merges documents. Use when working with PDF files or when the user mentions PDFs, forms, or document extraction.

lofcz
lofcz
55092

skill-creator

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

ZacheryGlass
ZacheryGlass
54350

codex

Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing

skills-directory
skills-directory
53644

bm-md

使用 bm.md 服务进行 Markdown 排版、渲染和格式转换,支持微信公众号、知乎、掘金等多平台

miantiao-me
miantiao-me
53059

vibefigma

Convert Figma designs to production-ready React components with Tailwind CSS. Use when user provides a Figma URL, asks to convert Figma designs to React/code, wants to extract components from Figma, or mentions "vibefigma". Requires a Figma access token (via --token flag, FIGMA_TOKEN env var, or .env file).

vibeflowing-inc
vibeflowing-inc
52849

cartographer

Maps and documents codebases of any size by orchestrating parallel subagents. Creates docs/CODEBASE_MAP.md with architecture, file purposes, dependencies, and navigation guides. Updates CLAUDE.md with a summary. Use when user says "map this codebase", "cartographer", "/cartographer", "create codebase map", "document the architecture", "understand this codebase", or when onboarding to a new project. Automatically detects if map exists and updates only changed sections.

kingbootoshi
kingbootoshi
52836

reflex

Build and debug Reflex (rx) UIs in this repo. Use for editing ui/*.py, choosing rx components, fixing Var/conditional/foreach issues, and applying responsive/layout patterns from the Reflex docs.

pythonui-componentscomponent-compositionreflex
QuixiAI
QuixiAI
52869

claudish-usage

CRITICAL - Guide for using Claudish CLI ONLY through sub-agents to run Claude Code with any AI model (OpenRouter, Gemini, OpenAI, local models). NEVER run Claudish directly in main context unless user explicitly requests it. Use when user mentions external AI models, Claudish, OpenRouter, Gemini, OpenAI, Ollama, or alternative models. Includes mandatory sub-agent delegation patterns, agent selection guide, file-based instructions, and strict rules to prevent context window pollution.

MadAppGang
MadAppGang
52561

linear-cli

Manage Linear issues from the command line using the linear cli. This skill allows automating linear management.

schpet
schpet
52459

Release

This skill should be used when the user asks to "make a release", "create a release", "cut a release", "release a new version", "publish a release", or mentions preparing for release. Provides comprehensive workflow for reviewing changes, updating changelog, determining semver bump, and publishing.

schpet
schpet
52459

plugin-best-practices

This skill should be used when the user asks to "validate plugin structure", "review manifest files", "check frontmatter compliance", "verify tool invocation patterns", "explain plugin component types", or needs Claude Code plugin architectural guidance.

fradser
fradser
52140

patent-architect

Automatically searches prior art via SerpAPI and generates Chinese patent application forms. This skill should be used when the user wants to generate Chinese patent application forms (专利申请表), or mentions "patents", "inventions", "专利", "申请表", or wants to protect technical innovations.

fradser
fradser
52140

best-practices

Language-specific best practices, code quality standards, and framework detection rules. Use when executing refactoring workflows, applying code quality rules, detecting frameworks, or checking language-specific patterns for TypeScript, Python, Go, Swift, or React.

fradser
fradser
52140

agent-team-driven-development

Provides guidance on coordinating multiple specialized teammates working in parallel. This skill should be used when the user needs to execute complex implementation plans, resolve cross-cutting concerns, or coordinate independent work streams requiring communication.

fradser
fradser
52140

behavior-driven-development

Applies behavior-driven development principles including Gherkin scenarios and test-driven development. This skill should be used when the user asks to implement features, fix bugs, or when writing executable specifications and tests before writing production code.

fradser
fradser
52140

brainstorming

Structures collaborative dialogue to turn rough ideas into implementation-ready designs. This skill should be used when the user has a new idea, feature request, ambiguous requirement, or asks to "brainstorm a solution" before implementation begins.

fradser
fradser
52140

refactor-project

Executes automated project-wide refactoring with a focus on cross-file optimization. This skill should be used when the user asks for project-wide refactoring, cross-file simplification, consistency standardization across the codebase, duplication reduction, or invokes "/refactor-project".

fradser
fradser
52140

writing-plans

Creates executable implementation plans that break down designs into detailed tasks. This skill should be used when the user has completed a brainstorming design and asks to "write an implementation plan" or "create step-by-step tasks" for execution.

fradser
fradser
52140

swiftui-review

Reviews SwiftUI code for best practices on modern APIs, maintainability, and performance. This skill should be used when the user asks to review SwiftUI code, check for deprecated iOS/macOS APIs, validate data flow patterns, or audit accessibility compliance in Swift projects.

Paul Hudson
Paul Hudson
52140

update-readme

Updates README.md and README.zh-CN.md to reflect the project's current state. Use this skill whenever the user asks to "update the README", "sync the docs", "update documentation", "reflect latest changes in README", or wants both the English and Chinese READMEs to match the current project. Always triggers when the user mentions updating or regenerating README files, especially for bilingual (EN/ZH) projects.

fradser
fradser
52140

refactor

Executes automated refactoring for specific files, directories, or semantic queries. This skill should be used when the user asks to refactor specific files or directories, simplify recently changed code, clean up dead code in a limited scope, or invokes "/refactor".

fradser
fradser
52140

shadcn

Manages shadcn components and projects — adding, searching, fixing, debugging, styling, and composing UI. Provides project context, component docs, and usage examples. Applies when working with shadcn/ui, component registries, presets, --preset codes, or any project with a components.json file. Also triggers for "shadcn init", "create an app with --preset", or "switch to --preset".

fradser
fradser
52140

optimize-plugin

This skill should be used when the user asks to "validate a plugin", "optimize plugin", "check plugin quality", "review plugin structure", or "run plugin optimizer".

fradser
fradser
52140

systematic-debugging

Provides a systematic debugging methodology with a 4-phase root cause analysis process. This skill should be used when the user reports a bug, error, test failure, or unexpected behavior, ensuring thorough investigation precedes any code changes.

fradser
fradser
52140

executing-plans

Executes written implementation plans efficiently using agent teams or subagents. This skill should be used when the user has a completed plan.md, asks to "execute the plan", or is ready to run batches of independent tasks in parallel following BDD principles.

fradser
fradser
52140

need-vet

This skill should be used when the user invokes /need-vet to enable work verification for the current task. Claude must verify completion and append the verified tag before the session can end.

fradser
fradser
52140

build-like-iphone-team

Applies Apple's Project Purple design philosophy for radical innovation. This skill should be used when the user wants to challenge industry conventions, approach open-ended problems requiring disruptive thinking, or when standard brainstorming needs a breakthrough approach.

fradser
fradser
52140

get-context

Execute this when the user requests code context for a repository or library using DeepWiki, Context7, Exa, and/or git clone.

fradser
fradser
52140

create-prd

This skill should be used when the user asks to "create PRD", "write product requirements document", or mentions "PRD", "产品需求文档", "创建PRD", "写PRD", "生成PRD".

fradser
fradser
52140

create-feishu-doc

Automates creating new documents in the Feishu workspace. This skill should be used when the user asks to "create a Feishu doc", "create a new doc in Feishu", "open Feishu and create document", "create document in leiniao-ibg", or mentions creating documents in Feishu or Lark workspace.

fradser
fradser
52140

agent-browser

Provides browser automation command reference and usage patterns. This skill should be used when the user asks for guidance on web testing, form filling, capturing screenshots, extracting data, or needs help with agent-browser commands.

fradser
fradser
52140

next-devtools-guide

Provides guidance on using the next-devtools MCP server. Use when working with Next.js projects that have the MCP server configured, when the user encounters connection issues, or when needing help with error detection, route inspection, Server Action tracing, or Cache Components migration.

fradser
fradser
52140

vet

This skill should be used when the user invokes /vet to manually surface the current session task and have Claude evaluate whether it is clear and complete.

fradser
fradser
52140

resolve-issues

Resolves GitHub issues using isolated worktrees and test-driven development. This skill should be used when the user asks to "resolve an issue", "fix issue #123", or needs to implement a solution for a specific GitHub ticket using a structured workflow.

fradser
fradser
52140

create-pr

Creates comprehensive GitHub pull requests with automated quality validation and security scanning. This skill should be used when the user asks to "create a PR", "submit a pull request", or needs to merge completed work with full compliance checks.

fradser
fradser
52140

create-issues

Creates GitHub issues following test-driven development principles and proper labeling conventions. This skill should be used when the user asks to "create an issue", "file a bug", or needs to document new requirements, epics, or PR-scoped tasks.

fradser
fradser
52140

start-release

Begins a new version release using git-flow. This skill should be used when the user asks to "start a release", "create release branch", "prepare a release", "git flow release start", or wants to begin a new version release.

fradser
fradser
52140

start-hotfix

Begins a hotfix for a production issue using git-flow. This skill should be used when the user asks to "start a hotfix", "create hotfix branch", "fix a critical bug", "git flow hotfix start", or wants to begin a hotfix.

fradser
fradser
52140

start-feature

Starts working on a new feature branch using git-flow. This skill should be used when the user asks to "start a feature", "create feature branch", "begin new feature", "git flow feature start", or wants to start a new feature.

fradser
fradser
52140

finish-release

Finalizes a release and merges it into main and develop with a tag using git-flow. This skill should be used when the user asks to "finish a release", "merge release branch", "complete release", "git flow release finish", or wants to finalize a release.

fradser
fradser
52140

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Adoption

Agent Skills are supported by leading AI development tools.

FAQ

Frequently asked questions about Agent Skills.

01

What are Agent Skills?

Agent Skills are reusable, production-ready capability packs for AI agents. Each skill lives in its own folder and is described by a SKILL.md file with metadata and instructions.

02

What does this agent-skills.md site do?

Agent Skills is a curated directory that indexes skill repositories and lets you browse, preview, and download skills in a consistent format.

03

Where are skills stored in a repo?

By default, the site scans the skills/ folder. You can also submit a URL that points directly to a specific skills folder.

04

What is required inside SKILL.md?

SKILL.md must include YAML frontmatter with at least name and description. The body contains the actual guidance and steps for the agent.

05

How can I submit a repo?

Click Submit in the header and paste a GitHub URL that points to a skills folder. We’ll parse it and add any valid skills to the directory.