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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golang-error-handlingIdiomatic Golang error handling — creation, wrapping with %w, errors.Is/As, errors.Join, custom error types, sentinel errors…samberwritesgolang-google-wireCompile-time dependency injection in Golang using google/wire — wire.NewSet, wire.Build, wire.Bind (interface→concrete)…samberwritesgolang-uber-digImplements dependency injection in Golang using uber-go/dig — reflection-based container, Provide/Invoke, dig.In/dig.Out…samberwritesgolang-uber-fxGolang application framework using uber-go/fx — fx.New, fx.Provide, fx.Invoke, fx.Module, fx.Lifecycle hooks, fx.Annotate…samberwritesgoogle-cloud-agent-sdk-masterExecute automatic activation for all google cloud agent development kit (adk) Use when appropriate context detected. Trigger with…jeremylongshoreicon-set-generatorGenerate cohesive, project-specific SVG icon sets for websites and applications. Use this skill whenever the user needs custom…jezwebiterate-lessons-logCreates a structured lessons learned entry for organizational memory. Use after an incident, a completed project, or a…product-on-purposejetson-llm-serveStand up vLLM or SGLang serving on Jetson, using upstream vLLM on Thor and Orin JetPack 7.2+, and NVIDIA-AI-IOT vLLM on older…NVIDIAjetson-optimize-memoryReclaim DRAM by disabling unused subsystems across MB1 BCT, MB2 BCT, kernel reserved-memory, and SWIOTLB. Use for headless or…NVIDIAjetson-print-bsp-infoUse when you need to print Jetson BSP info (L4T version, board configs, rootfs state) from a Linux_for_Tegra root on the host PC.…NVIDIAjetson-print-device-infoUse when you need to print Jetson device info (module model, L4T version, kernel, OS version, current power mode) from a running…NVIDIAjetson-quick-startEntry skill for Jetson / IGX BSP customization. Asks one core click-to-select setup questionnaire and passes prefilled answers to…NVIDIAlangchain-embeddings-searchBuild and query vector stores with LangChain 1.0 without getting burned by flipped score semantics, embedding-dim mismatches…jeremylongshorewritesimplementing-llms-litgptImplements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use…Orchestra-Researchlivekit-skillsBuild voice AI agents with LiveKit Agents SDK. Use when the user asks to "build a voice agent", "create a LiveKit agent", "add…fcakyonllmquant-commoditiesRouter skill for LLMQuant commodities workflows. Use when the user needs commodity spot, futures curve, inventory, roll yield, or…LLMQuantllmquant-portfolio-labRouter skill for LLMQuant portfolio-lab workflows. Use when the user needs portfolio exposure maps, what-if simulations, scenario…LLMQuantmatlab-simulate-simbiology-modelSimulate SimBiology models — ODE, stochastic (SSA), scenarios, and sensitivity analysis. Use when asked to run, simulate…matlabmediation-dispute-analysisUse this skill whenever a lawyer or mediator needs help analyzing a dispute for mediation purposes. This includes: reviewing case…lawve-aitraining-llms-megatronTrains large language models (2B-462B parameters) using NVIDIA Megatron-Core with advanced parallelism strategies. Use when…Orchestra-Researchmongodb-search-and-aiGuides MongoDB users through implementing and optimizing Atlas Search (full-text), Vector Search (semantic), and Hybrid Search…fcakyonnemo-mbridge-recipe-recommenderRecommend and customize Megatron Bridge recipes for a user's model, GPU count, and training goal. Indexes library recipes…NVIDIAnemo-relay-instrument-callsUse this skill when an application owns tool or LLM/provider call sites and needs to wrap them with NeMo Relay scopes and managed…NVIDIAnemo-relay-instrument-context-isolationUse this skill when concurrent requests, async tasks, threads, workers, goroutines, or agents need independent NeMo Relay scope…NVIDIAnemo-relay-instrument-typed-wrappersUse this skill when adding NeMo Relay typed wrappers, domain types, or provider codecs while preserving JSON middleware semantics…NVIDIAnemo-relay-plugin-buildUse this skill when building or packaging reusable NeMo Relay runtime behavior as a configuration-activated plugin with…NVIDIAneo-brutalist-prompt-compiler把文章主题、产品介绍或技术项目编译成新粗野主义(Neubrutalism)风格生图提示词:粗黑边框、硬偏移阴影、扁平撞色块、超大标题字、组件感构图。用户提到新粗野主义、粗野主义风格封面、Neubrutalism、neo-brutalism、Gumroad风格、…FANzR-archnotification-licenciement-selim-brihiGuide pour la rédaction de notifications de licenciement conformes au droit du travail français. Utiliser ce skill quand…lawve-aiopenspec-plus-applyMANDATORY skill that activates whenever the OpenSpec apply phase begins. Triggers: /opsx-apply runs, the openspec-apply-change…sudokar刑事辩护总调度刑事辩护专业流程编排 Skill,负责根据刑事诉讼阶段和特殊标签进行专业路由、 阶段转换提示、关键期限提示和下一步工作建议。当用户提及"刑事案件"、 "刑事辩护"、"刑辩"等关键词,或需要跨阶段协调刑事辩护工作时触发。…pa1nrui1phx-deps-updateBump outdated Hex deps — inventory, snapshot changelogs, update, fix breaks, split reviewable PRs (patches bundled, majors solo).…oliver-kriskareddit-post-engineWrites and optionally posts a Reddit post for any subreddit, following that subreddit's specific culture and rules. Drafts a…Varnan-TechProofreaderOptimizes Claude for proofreading French texts, whether literary, technical, or professional. Grammar and spelling checks…lawve-aisandbox-mcpVerify Sandbox MCP can be installed and called from skill-up.alibabashapModel interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine…foryourhealth111-pixelshapModel interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine…LeonChaoXsharedPlatform-agnostic skills including skill creation templates and best practices. Use when creating new skills or improving…rshankraswritessample-skillReplace this reserved identity and describe the concrete user outcome, selection boundary, and important non-goals. Do not use…kyungseoteaching-resource-research-skillFind, verify, and curate teaching resources for lesson preparation. Use this skill whenever a teacher asks to 联网查资料, 查课标, 找教材背景…mingchen666team-communicationsWrite internal company communications — 3P updates (Progress/Plans/Problems), company-wide newsletters, FAQ roundups, incident…alirezarezvanidistributed-llm-pretraining-torchtitanProvides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when…Orchestra-Researchtravel-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-archfine-tuning-with-trlFine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for…Orchestra-ResearchunslothExpert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimizationOpenRaiserwindsurf-cascade-agentsCreate custom Cascade agent configurations for specialized tasks. Activate when users mention "custom cascade agent"…jeremylongshorewriteswindsurf-cascade-contextManage Cascade context window and memory for complex projects. Activate when users mention "cascade context", "ai memory"…jeremylongshorewriteswindsurf-custom-promptsCreate and manage custom prompt libraries for Cascade. Activate when users mention "custom prompts", "prompt library", "prompt…jeremylongshorewritesyaml-masterExecute proactive YAML intelligence: automatically activates when working with YAML files. Use when appropriate context detected.…jeremylongshorewrites
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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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