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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debugging-runtime-errorsLoads when a session ends with `status: failed` AND a structured error message. Recognize: `did not call complete` (agent never…friday-platformdebugging-tool-loopsLoads when a session shows many tool calls (often the same name repeated) with no terminal text, no `complete` call, and either…friday-platformdecision-tree-analyzerDecision tree analysis skill with expected value, risk analysis, and utility theory.a5c-aiwritesdecision-tree-builderAutomated decision tree construction skill for structuring complex decisions with probabilities, payoffs, and expected value…a5c-aiwritesdecision-visualizationDecision-specific visualization skill for creating clear, actionable visual representations of analysesa5c-aiwritesdeel-automationAutomate Deel tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQdeep-discuss结构化深度讨论 Skill,用于与用户进行多轮问题分析和方案设计。当用户描述一个问题现象、故障表现、 技术困惑、方案选择困难,或明确说"讨论一下"、"帮我分析"、"我遇到一个问题"、"你觉得怎么样"、 "帮我想想"、"我在纠结"时,必须使用本…zhu1090093659deep-research-agentComprehensive research agent for in-depth investigation. Use when users ask for deep research, comprehensive analysis, market…shobcoderdeep-researchOrchestrate multi-phase deep research with web search, memory retrieval, pattern matching, and synthesis into structured findingsruvnetdeepgram-automationAutomate Deepgram tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQhivemind-memoryGlobal team and org memory powered by Activeloop. ALWAYS check BOTH built-in memory AND Hivemind memory when recalling…activeloopaiwritesdeepvariant-callerDeepVariant deep learning variant calling skill for high-accuracy SNV and indel detectiona5c-aiwritesdefinition-of-done-generatorGenerate definition of done generator operations. Auto-activating skill for Enterprise Workflows. Triggers on: definition of done…jeremylongshorewritesdelphes-fast-simulatorDelphes fast detector simulation skill for phenomenological studies and BSM searchesa5c-aiwritesdemand-forecasterDemand forecasting skill with quantitative and qualitative methods, accuracy measurement, and bias correctiona5c-aiwritesdemio-automationAutomate Demio tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQdependency-plannerUse this skill whenever a NeuroClaw skill, model, or sub-agent reports a missing dependency (e.g. ImportError…BioTender-maxdeseq2-differential-expressionDESeq2 differential expression analysis skill with normalization, statistical modeling, and visualizationa5c-aiwritesdesk-journalWrite, append, or read desk journal entries. The journal is persistent memory — what survives session boundaries. A good entry…githubdesktime-automationAutomate Desktime tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQDetailed Structured Comparison of ViewpointsUse this skill when the user wants to compare two or more sides of an argument or topic using a specific structured format with…ECNU-ICALKdetrack-automationAutomate Detrack tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQdevcontainer-setupCreates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes. Use when adding…sickn33developer-growth-analysisAnalyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates…composio-communitydeveloper-growth-analysisAnalyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates…ComposioHQdeveloper-growth-analysisAnalyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates…davepoondeveloper-growth-analysisAnalyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates…ECNU-ICALKdevpsych-tables-figuresUse when building tables and figures for a Developmental Psychology (APA) manuscript. The journal uses APA 7th-edition style and…brycewang-stanforddialmycalls-automationAutomate Dialmycalls tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQdialpad-automationAutomate Dialpad tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQdicom-conformance-validatorDICOM conformance testing and integration skill for medical imaging systemsa5c-aiwritesdid-reviewer双重差分(DID)实证审查Skill。做DID分析前必须检查平行趋势假设、画图可视化、报告违背情况。触发词:DID审查/双重差分检查/平行趋势/DiD reviewer/difference-in-differencesbrycewang-stanforddiffbot-automationAutomate Diffbot tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQdigicert-automationAutomate Digicert tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQdigital-ocean-automationAutomate DigitalOcean tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQdipy-toolUse this skill whenever any NeuroClaw diffusion MRI / DWI modality skill needs to execute concrete DIPY operations: load DWI…BioTender-maxdiscord-automationAutomate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for…davepoondiscord-automationAutomate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for…sickn33discord-bot-architectSpecialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway…sickn33discord-bot-generatorGenerate discord bot generator operations. Auto-activating skill for Business Automation. Triggers on: discord bot generator…jeremylongshorewritesdiscordbot-automationAutomate Discordbot tasks via Rube MCP (Composio). Always search tools first for current schemas.ComposioHQopen-knowledge-discoveryRead when the user asks what OpenKnowledge is, wants to install it on a repository, wants to open or preview a single markdown…inkeepdiscrete-event-simulatorDiscrete event simulation skill for modeling and analyzing complex systems with stochastic processes.a5c-aiwritesdispatchDelegate tasks to OpenAI Codex CLI and Google Antigravity CLI from Claude Code. Say 'check with codex' or 'ask gemini for a…davepoondisruption-response-coordinatorSupply chain disruption rapid response skill with impact assessment and mitigation activationa5c-aiwritesdistribute-skill-to-all-agentsDistribute a skill across configured agent skill folders while respecting local symlink layouts.sickn33distributed-training-setupConfigure distributed training setup operations. Auto-activating skill for ML Training. Triggers on: distributed training setup…jeremylongshorewritesdistribution-fitterStatistical distribution fitting skill for input modeling in simulation and analysis.a5c-aiwrites
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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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