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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internal-comms-anthropicTo write internal communications, use this skill for:sickn33internal-commsA set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude…anthropicsinternal-commsA set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude…davepooniterate-retrospectiveFacilitates and documents a team retrospective capturing what went well, what to improve, and action items. Use at the end of a…product-on-purposelangchain-cost-tuningControl LangChain 1.0 AI spend with accurate streaming token accounting, model tiering, provider-specific cache hit tuning…jeremylongshorewriteslangchain-langgraph-subgraphsCompose LangGraph 1.0 subgraphs correctly \u2014 shared state key propagation,\n\ Send / Command(graph=...) dispatch, callback…jeremylongshorewriteslangchain-middleware-patternsBuild composable middleware for LangChain 1.0 chains and LangGraph 1.0\ \ agents \u2014\nPII redaction, caching, retry, token…jeremylongshorewritesllama-factoryExpert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal supportOrchestra-Researchllmquant-cryptoRouter skill for LLMQuant crypto workflows. Use when the user needs crypto market regime analysis, token research, perpetual…LLMQuantllmquant-eventsRouter skill for LLMQuant event workflows. Use when the user needs earnings event briefs, M&A tracking, regulatory risk…LLMQuantllmquant-macroRouter skill for LLMQuant macro workflows. Use when the user needs macro dashboards, Fed or central-bank previews, inflation and…LLMQuantllmquant-market-intelligenceRouter skill for LLMQuant market-intelligence workflows. Use when the user needs macro views, market sentiment dashboards, or…LLMQuantllmquant-rates-fxRouter skill for LLMQuant rates and FX workflows. Use when the user needs yield curve, duration, central-bank divergence, FX…LLMQuantmathematical-logic-expertExpert in formal logic, model theory, computability, and foundations of mathematicsforyourhealth111-pixelmcp-media-inbox-triageFind media, partnership, and high-intent requests buried in a shared Gmail inbox, summarize the useful ones, and route them to…zapiermcp-sheet-cache-bridgeKeep Zapier Tables or another MCP-connected record store as the source of truth while Google Sheets-based tools read an…zapiernemo-mbridge-perf-activation-recomputeValidate and use selective and full activation recompute in Megatron Bridge to reduce GPU memory usage at the cost of extra…NVIDIAnemo-mbridge-perf-memory-tuningTechniques for reducing peak GPU memory in Megatron Bridge — expandable segments, PEFT + SP input re-gather, parallelism…NVIDIAnemo-mbridge-perf-moe-hardware-configsRepresentative MoE training playbooks by hardware platform and model family. Summarizes rounded throughput bands, parallelism…NVIDIAfine-tuning-serving-openpiFine-tune and serve Physical Intelligence OpenPI models (pi0, pi0-fast, pi0.5) using JAX or PyTorch backends for robot policy…Orchestra-Research劳动争议证据体系劳动争议案件证据管理专属Skill,覆盖举证责任倒置规则、按12类争议类型自动生成证据收集清单、证据效力三级评估、四类特殊保护自动检测、规章制度合法性审查三要件、劳动者代理证据完整性检查和用人单位争议/合规证据清单。输出举证责任分配表、证据收集清单、特殊保护检…pa1nrui1performance-profilingGuide performance profiling with Instruments, diagnose hangs, memory issues, slow launches, and energy drain. Use when reviewing…rshankraswritesrequete-cph-licenciement-faute-grave-selim-brihiRédaction de requêtes devant le Conseil de prud'hommes pour contester un licenciement pour faute grave. Utiliser ce skill quand…lawve-aiflaky-skillA skill with potentially flaky behavior for testing retryalibabarust-engineerWrites, reviews, and debugs idiomatic Rust code with memory safety and zero-cost abstractions. Implements ownership patterns…Jeffallanskill-routerAlive skill router — reads the current project's stack and loads/unloads skills dynamically. Invoke at session start or when…stevesolunsympyUse this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks…foryourhealth111-pixelsympyUse this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks…LeonChaoXtuning-hyperparametersOptimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization. Finds best parameter…jeremylongshorewritesusing-science-superpowersUse when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response…K-Dense-AIagentsop-llm-engine-selectionCross-engine decision rubric for self-hosting or recommending an LLM serving stack. Picks among vLLM, SGLang, TensorRT-LLM, TGI…agentsopeagentsop-prompt-history-inspectTool skill — the *first move* in any LM-debugging session: dump the actual rendered prompt the framework sent to the model…agentsopeagentsop-repo-mapSymbol-level code context for LLM coder-agents: tree-sitter extracts symbols, PageRank ranks them over the cross-file reference…agentsopeai-ready**ANALYSIS SKILL** — Analyze any repository and generate AI-ready configuration — AGENTS.md, copilot-instructions.md, skills, CI…johnpapaassignation-refere-communication-associe-selim-brihiRédaction d'assignations en référé devant le tribunal de commerce ou des activités économiques pour le droit de communication…lawve-aiaxolotlExpert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal supportOrchestra-Researchbdi-mental-statesThis skill should be used when modeling agent mental states with BDI concepts: beliefs, desires, intentions, RDF-to-belief…guanyangbuilding-simulink-modelsBuilds and edits Simulink, System Composer, Stateflow, and Simscape models. Use when modifying model structure, parameters…matlabcacheUse when the user wants to view, search, add, edit, prune, archive, or clear hyperflow memory entries. CRUD interface for…jeremylongshorewritescase-brieferProduces detailed law-school case briefs of United States judicial opinions in a fixed nine-section structure: memory jogger…lawve-aiclaude-md-generatorUse when the user asks to generate or update a project's CLAUDE or AGENTS context file from a codebase scan. Writes a focused…Varnan-Techcross-regulatory-impact-analyzer-patrick-munroAnalyzes how multiple regulations interact for a specific product, service, or business model. Identifies where obligations…lawve-aiCTF•新手入口面向中文用户和新手的统一入口,保持原有两种模式:1) 自动分流,2) 先头脑风暴再分流。分流目标既可以是 ctf-*,也可以在 Web/接口/漏洞验证阶段增强到 strix-*;适合不知道该用哪个…asdfgh1445deep-research深度调研方法论(8步法):将模糊主题转化为高质量调研报告。 触发词:/deep-research、深度调研、帮我调研、调研一下、对比分析 注意:如果用户需要的是可视化图谱而非报告,请使用 research-to-diagram skill。nexu-iodefine-opportunity-treeCreates an opportunity solution tree connecting a desired outcome to customer opportunities and candidate solutions, preventing…product-on-purposediscover-stakeholder-summaryMaps the people and groups with a stake in a project, documenting their needs, concerns, influence, and engagement approach. Use…product-on-purposememoryUse when sharpening a perception or observation you ALREADY formed about conversation state, user behavior, drift, emotional…jeremylongshorefeedback-masteryNavigate difficult conversations and deliver constructive feedback using structured frameworks. Covers the…softaworks
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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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