Agent skills

Skills matching “agent”

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
1,221 found
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agentsop-repo-state-gatingA 5-minute gate the coder runs at project kickoff (and again whenever the repo shape changes). Classifies the workspace into…agentsopeagentsop-session-state-hygieneDecision protocol for managing the context/session state of an AI coding tool: when to /clear, when to keep context, and how to…agentsopeagentsop-test-fix-loopDecision protocol for wiring a verify-then-fix loop around a code-editing LLM agent. The agent edits → runs lint/test → reads the…agentsopegoogle-cloud-agent-sdk-masterExecute automatic activation for all google cloud agent development kit (adk) Use when appropriate context detected. Trigger with…jeremylongshoretravel-postcard-agent为城市旅行明信片、城市拼贴海报生成可直接用于图像模型的完整提示词。用户提到城市明信片、旅行拼贴、城市视觉海报、生图提示词,或在视觉创作上下文中输入城市、城市+国家、节日、季节、活动时,应使用本…FANzR-archwindsurf-cascade-agentsCreate custom Cascade agent configurations for specialized tasks. Activate when users mention "custom cascade agent"…jeremylongshorewritesagent-authoringGuide for creating DAAF agent definition files. Covers 12-section template, hook registration, skills-in-frontmatter, integration…brycewang-stanfordagent-patternsExecute this skill should be used when the user asks about "SPAWN REQUEST format", "agent reports", "agent coordination"…jeremylongshoreagent-persona-creatorDesign and draft AI agent persona documents for agent marketplaces, especially agency-agents style profiles. Use when asked to…Jamailaragentsop-agent-topology-selectionCross-framework enhancement overlay for choosing a multi-agent topology BEFORE writing any agent. A binary-question rubric — is…agentsopeagentsop-bounded-loopUniversal discipline for any LM-driven loop — agent retries, plan-act-observe, multi-agent handoffs, optimiser passes, test-fix…agentsopeagentsop-code-execution-decisionDecision rubric for when an LM agent should write-and-run code (Program-of-Thought / code interpreter) versus reason in natural…agentsopeagentsop-context-scope-disciplineCoder-agent working-file budget discipline: keep the editable working set (files you /add into writable context) under ~25k…agentsopeagentsop-cost-tiered-modelsSplit a multi-call LM workflow by cognitive load, not by accuracy: let one strong model make the few reasoning decisions and a…agentsopeagentsop-domain-eval-setBuild and govern a 50-200 example domain-specific held-out benchmark sampled from real traffic. Distinct from public benchmarks…agentsopeagentsop-framework-selectionNeutral, framework-agnostic decision tree for project kickoff: "which agent / RAG / LLM framework should I reach for?"…agentsopeagentsop-hybrid-retrievalEnhancement-overlay SOP for adding sparse (BM25 / keyword) retrieval alongside dense (embedding) retrieval. Activate when a…agentsopeagentsop-llm-artifact-versioningEnhancement overlay — version the WHOLE deployable LLM-app artifact as one bundle: prompts + compiled programs + model snapshot…agentsopeagentsop-module-shape-selectionENHANCE overlay on [[dspy]] — the upfront rubric for choosing a reasoning SHAPE (Predict / ChainOfThought / ReAct /…agentsopeagentsop-multi-tenant-ragSecurity-first SOP for multi-tenant RAG systems. Activate when a calling agent is building, reviewing, or debugging any retrieval…agentsopeagentsop-multiscale-chunkingEnhancement-overlay (C5) for RAG over long documents — the chunk-paradox resolution. Activate when a single fixed chunk size…agentsopeagentsop-observability-setupEnhancement-overlay skill — the DECISION + WIRING layer for LM observability that the single-backend skills [[langsmith]]…agentsopeagentsop-prompt-compilationThe compile-readiness gate for prompt auto-optimization. Decide whether you have earned the right to run an optimizer (DSPy…agentsopeagentsop-query-routingEnhancement-overlay SOP for query-type routing — sending a query to the right index / tool / engine *before* retrieving, not…agentsopeagentsop-regression-gateBuild a held-out eval set, run it on every prompt/model change, and block regressions in CI. An LM change is a code change — gate…agentsopeagentsop-reranker-stageEnhancement-overlay SOP for the reranker stage of a RAG pipeline — the "retrieve wide, rerank narrow" discipline. Activate when a…agentsopeagentsop-selfhost-decisionProject-kickoff rubric for the self-host vs managed-cloud decision — when is running your own inference engine / LLM platform…agentsopeagentsop-signature-designDecision rubric for promoting a prose prompt into a typed DSPy Signature. This is an ENHANCE overlay on top of the [[dspy]]…agentsopeagentsop-streaming-outputEnhancement-overlay decision protocol for STREAMING the output of long-running LLM / agent runs from the *backend*, not just…agentsopeagentsop-structured-output-pickerDecide where to enforce structured LM output (constrain at decode time with Outlines vs validate-and-retry with Instructor vs…agentsopeagentsop-tool-scopingEnhancement overlay for multi-agent / tool-using coder agents. Encodes the per-agent tool- scoping discipline that role-based…agentsopecc-sdd-new-agentAdd or extend coding-agent support in cc-sdd by executing the SOP in docs/cc-sdd/sop-new-agent.md end-to-end. Use when…gotalabcomprehensive-research-agentEnsure thorough validation, error recovery, and transparent reasoning in research tasks with multiple tool callsforyourhealth111-pixelcrewai-multi-agentMulti-agent orchestration framework for autonomous AI collaboration. Use when building teams of specialized agents working…Orchestra-Researchentra-agent-idMicrosoft Entra Agent ID (preview) for creating OAuth2-capable AI agent identities via Microsoft Graph beta API. Covers Agent…microsoftproduct-agentDiscover and validate product ideas, analyze markets, scope MVPs, and optimize app store presence for iOS/macOS apps. Use when…rshankraswritessubagent-driven-analysisUse when executing a pre-registered analysis plan with mostly independent steps in the current sessionK-Dense-AIsubagent-driven-developmentUse when executing implementation plans with independent tasks in the current sessionECNU-ICALKsubagent-driven-developmentUse when executing implementation plans with independent tasks in the current sessionforyourhealth111-pixelsubagent-driven-developmentUse when executing implementation plans with independent tasks in the current sessionGanyuanRansubagent-driven-developmentUse when executing implementation plans with independent tasks in the current sessionsickn33writing-friday-python-agentsAuthoring guide for Python user agents (type:"user") on the Friday platform via the friday-agent-sdk. Covers the @agent…friday-platformagent-deep-linksBuild, validate, and troubleshoot deep links for Codex, Cursor, VS Code, Visual Studio, and similar tools. Use when users ask for…composio-communityautogpt-agentsAutonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow agents, deploying…Orchestra-Researchbailian-managed-agent阿里云百炼托管 Agent 声明式基础设施入口:用户要创建agent、初始化 agents.yaml、校验或预览 agent 配置变更、 创建/更新/销毁百炼托管 Agent、和托管 agent 对话、查会话事件历史、导入或取消跟踪远端资源时使用 `bl…modelstudioaibuilding-with-ai-agentsHelp users master the transition from manual coding to managing AI-driven development workflows by focusing on high-level…RefoundAIcloud-claw-launch-agentUse this skill when the user wants to launch a new AltClaw, OpenClaw, PicoClaw, or Ottie deployment through Cloud Claw. Covers…internet-courtmicrosoft-agent-frameworkCreate, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific…github
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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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