Agent skills

AI & Agents skills

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 29,140codex 4,755cursor 3,111copilot 976windsurf 55cline 34
CategoryWorkflow & Productivity 4,979AI & Agents 3,037Data & Analytics 2,345Code Review & Quality 1,376Backend & API 1,244Security 1,194Design & Presentation 1,154Documentation 965Content & Marketing 916Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 257Other 9,833
4,965 found
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agent-developmentThis skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when…majiayu000agent-developmentThis skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when…majiayu000Agent DevelopmentThis skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when…majiayu000agent-developmentThis skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when…majiayu000agent-error-coordinatorExpert error coordinator specializing in distributed error handling, failure recovery, and system resilience. Masters error…majiayu000agent-error-detectiveExpert error detective specializing in complex error pattern analysis, correlation, and root cause discovery. Masters distributed…majiayu000agent-estatePerpetual autonomous work loop for Claude Code — no end condition, no memory regression, no context overfill. Maintains a…majiayu000agent-expert-creationCreate specialized agent experts with pre-loaded domain knowledge using the Act-Learn-Reuse pattern. Use when building…majiayu000writesagent-flutter-expertExpert Flutter specialist mastering Flutter 3+ with modern architecture patterns. Specializes in cross-platform development…majiayu000agent-generatorGenerate AGENT.md files with proper YAML frontmatter, role definitions, expertise areas, and prompt templates following…majiayu000writesagent-generatorユーザーの責任範囲定義から、Agentのマークダウンファイルを生成する。エージェント作成時、プラグイン要素生成時、またはユーザーがエージェント定義、責任範囲、Agent生成、エージェントドキュメントに言及した際に使用する。majiayu000Agent DevelopmentThis skill should be used when the user asks to 'create an agent', 'add an agent', 'write a subagent', 'agent frontmatter', 'when…majiayu000agent-identityWithout identity infrastructure, every Claude Code session starts from zero. The agent has no name, no remembered preferences, no…majiayu000agent-identityRegister and manage on-chain AI agent identity via ERC-8004.majiayu000agent-implementerImplementation guidance for creating individual agents in the Arcanea system with proper structure, capabilities, and integration.majiayu000Agent InboxCheck and process messages from autonomous AILANG agents. Use when starting a session, after agent handoffs, or when checking for…majiayu000agent-inventorCreates PhD-grade expert agents when no suitable agent exists. Produces highly specialized agents with deep domain expertise.majiayu000agent-managementAI DevKit · Manage running AI agents with ai-devkit agent commands. Use when an agent needs to identify itself, list agents…codeaholicguyagent-manager-skillManage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.majiayu000agent-market-researcherExpert market researcher specializing in market analysis, consumer insights, and competitive intelligence. Masters market sizing…majiayu000agent-memory-systemsMemory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the…majiayu000agent-ml-engineerExpert ML engineer specializing in machine learning model lifecycle, production deployment, and ML system optimization. Masters…majiayu000agent-mlops-engineerExpert MLOps engineer specializing in ML infrastructure, platform engineering, and operational excellence for machine learning…majiayu000agent-mlopsProduction deployment and operationalization of AI agents on Databricks. Use when deploying agents to Model Serving, setting up…majiayu000agent-native-architectureBuild applications where agents are first-class citizens. Use this skill when designing autonomous agents, creating MCP tools…majiayu000agent-native-architectureThis skill should be used when building AI agents using prompt-native architecture where features are defined in prompts, not…majiayu000agent-nativeMake an out-of-session Claude (Managed Agent or Agent SDK loop) AgentOps-native — via skills + the ao CLI + CI, not hooks.majiayu000agent-nlp-engineerExpert NLP engineer specializing in natural language processing, understanding, and generation. Masters transformer models, text…majiayu000agent-o-ramaLayer 4: Learning and Pattern Extraction for Cognitive Surrogate Systemsmajiayu000agent-o-ramaLayer 4 Learning and Pattern Extraction for Cognitive Surrogate Systemsmajiayu000agent-ops-constitutionCreate/update .agent/constitution.md. Use when commands/boundaries/constraints must be confirmed before baseline or code changes.…majiayu000agent-ops-context-mapAnalyze the codebase to create a concise, LLM-optimized structured overview in .agent/map.md.majiayu000agent-ops-dogfoodDogfooding discovery agent — establish human-approved project baseline from public docs without code inspectionmajiayu000agent-ops-git-analysisAnalyze git repository for insights: contributor stats, commit patterns, branch health, and change analysis. Outputs actionable…majiayu000agent-ops-improvement-discoveryIdentifies concrete justified improvements aligned with project goalsmajiayu000agent-ops-interviewConduct structured interviews with the user. Use when multiple decisions need user input: ask ONE question at a time, wait for…majiayu000agent-ops-reportGenerate markdown reports from issues. Filter by type, priority, epic, date range. Supports summary, detailed, progress…majiayu000agent-ops-researchConduct structured research on topics, technologies, libraries, patterns, or any subject requiring investigation. Produces…majiayu000agent-ops-stateMaintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update…majiayu000agent-ops-toolsDetect available development tools at session start. Saves to .agent/tools.json and warns about missing required tools. Works…majiayu000agent-optimizationImprove an Agent State through versioned scores and score-linked Traces from a frozen Benchmark.Prism-Shadowagent-orchestrationAI DevKit · Supervise multi-agent workflows over repeated passes: poll progress, unblock waiting agents, coordinate dependencies…codeaholicguyAgent Orchestration PatternsMulti-agent coordination patterns for building effective AI teamsmajiayu000agent-orchestration-improve-agentSystematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.majiayu000agent-orchestration-multi-agent-optimizeOptimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving…majiayu000agent-organizerExpert in designing, orchestrating, and managing multi-agent systems (MAS). Specializes in agent collaboration patterns…majiayu000agent-patternsExecute this skill should be used when the user asks about "SPAWN REQUEST format", "agent reports", "agent coordination"…majiayu000agent-performanceTrack and report agent invocation metrics including usage counts, success/failure rates, and completion times. Use for…majiayu000
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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