Agent skills

Backend & API 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
2,480 found
1,3451,392 · page 29 / 52
runway-videoBuild and operate production-safe Runway API video generation, video editing, and character-performance workflows with native…calesthiosatellitetoolbox-propagatorsSatelliteToolboxPropagators.jl providing a unified API for analytical orbit propagators (TwoBody, J2, J4, SGP4). Use when…majiayu000esmComprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence…majiayu000stable-baselines3Production-ready reinforcement learning algorithms (PPO, SAC, DQN, TD3, DDPG, A2C) with scikit-learn-like API. Use for standard…majiayu000scraplingCLI-first web scraping & content extraction with optional MCP server. Use when you have target URLs and need clean…foryourhealth111-pixelscreen-capture-apiCross-platform screen and window capture for screenshots and recordinga5c-aiwritessearxngPrivacy-respecting metasearch using your local SearXNG instance. Search the web, images, news, and more without external API…majiayu000seedream-imageGenerate and edit AI images with Seedream (ByteDance) via AceDataCloud API. Use when creating images from text prompts, editing…majiayu000self-improvementCaptures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails…majiayu000self-improvementCaptures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails…majiayu000semantic-scholarSearch and retrieve research paper metadata using the Semantic Scholar Academic Graph API via curl. Use this skill whenever the…majiayu000semantic-scholarSearch published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. Complements /arxiv (preprints) with citation…majiayu000writesshopify-common-errorsDiagnose and fix common Shopify API errors including 401, 403, 422, 429, and GraphQL errors. Use when encountering Shopify…jeremylongshoreshopify-contentCreate and manage Shopify pages, blog posts, navigation menus, redirects, and SEO metadata via the Admin API or browser…jezwebshopify-debug-bundleCollect Shopify debug evidence including API versions, scopes, rate limit state, and request logs. Use when encountering…jeremylongshoresibyl-server-experimenterSibyl 服务器端实验 agent - 在远程服务器上使用 Codex/Claude 本地执行实验majiayu000writesscrna-qcExecute the MAD-based single-cell RNA-seq QC workflow (scripts + Python API) to filter low-quality cells and emit reports plus…majiayu000site-analyzer大型商业网站深度分析工具。基于 neo 项目理念,通过被动捕获 + 主动探索 + 视觉理解,完整解析网站操作逻辑。支持 API 逆向、模式提取、知识库生成。majiayu000sketch-ai-provider-debugDebug OpenAI/Gemini image generation failures for Sketch Magic. Use when `/api/convert` returns 500, when models are unsupported…majiayu000unbrowseThe action engine of the internet. Unbrowse is the open-source action layer for AI agents: it learns a site's internal API routes…unbrowse-aikerasMulti-backend deep learning library for building, training, running inference, and saving neural network models in Python.majiayu000skybridgeGuide developers through creating and updating ChatGPT and MCP apps. Covers the full lifecycle: brainstorming ideas against UX…alpic-aisoap-to-rest-converterConvert SOAP web services to REST APIs with WSDL parsing and resource modelinga5c-aiwritessolana-agent-kitComprehensive guide for building AI agents that interact with Solana blockchain using SendAI's Solana Agent Kit. Covers 60+…majiayu000soraUse when the user asks to generate, remix, poll, list, download, or delete Sora videos via OpenAI\u2019s video API using the…majiayu000sora-videoGenerate AI videos with OpenAI Sora via AceDataCloud API. Use when creating videos from text prompts, generating videos from…majiayu000speak-cost-tuningOptimize Speak API costs through usage monitoring, tier selection, and efficient audio processing. Use when implementing cost…jeremylongshorewritesspeak-ttsGive your agent the ability to speak to you real-time. Talk to your Claude! Local TTS, text-to-speech, voice synthesis, audio…majiayu000speak-hello-worldCreate your first Speak AI tutoring session with pronunciation feedback. Use when starting a new Speak integration, testing your…jeremylongshorewritesspeak-incident-runbookIncident response for Speak API outages: triage, fallback to offline mode, and recovery procedures. Use when implementing…jeremylongshorewritesspeak-multi-env-setupConfigure Speak across dev, staging, and production with separate API keys and mock modes. Use when implementing multi env setup…jeremylongshorewritesspeak-observabilityMonitor Speak API health, assessment latency, session metrics, and pronunciation score distributions. Use when implementing…jeremylongshorewritesspeak-performance-tuningOptimize Speak API latency with audio preprocessing, response caching, and connection pooling. Use when implementing performance…jeremylongshorewritesspeak-rate-limitsHandle Speak API rate limits with exponential backoff, request queuing, and optimization strategies. Use when implementing rate…jeremylongshorewritesspeak-reference-architectureProduction architecture for Speak language learning apps: client, API gateway, assessment engine, and progress store. Use when…jeremylongshorewritesspeak-sdk-patternsProduction patterns for Speak language learning API: conversation sessions, pronunciation assessment, audio preprocessing, and…jeremylongshorewritessphinx-docsSphinx documentation system expertise for technical and API documentation. Configure projects, autodoc for Python APIs…a5c-aiwritesspine-perfFind and fix performance bottlenecks — N+1 queries, missing indexes, sync bottlenecks, caching gaps. Use when asked "why is this…jeremylongshorewritesspine-serviceBuild a new production-ready service from scratch — config management, health checks, graceful shutdown, structured logging. Use…jeremylongshorewritesspring-ai-mcp-server-patternsProvides Spring Boot MCP server patterns that create Model Context Protocol servers with Spring AI by defining tool handlers…majiayu000writesspring-ai-mcp-server-patternsModel Context Protocol (MCP) server implementation patterns with Spring AI. Use when building MCP servers to extend AI…majiayu000writessseServer-Sent Events implementation, streaming patterns, and real-time updates.a5c-aiwritesstable-audioUse for Stability AI Stable Audio production work: selecting Stable Audio hosted API or open-weight models, generating or editing…calesthiostructural-analysisPerform structural analysis including stress calculations, buckling checks, and capacity verification per DNV, API, and ISO…majiayu000subgraph-indexingSubgraph development for The Graph protocol. Includes manifest configuration, GraphQL schema design, AssemblyScript handlers…a5c-aiwritessuno-musicGenerate music with Suno (v5 / v5.5 era, 2026) and advise a production team on what they may legally do with the output. Use this…calesthiosystem-prompt-builderSystem prompt assembly for blah.chat AI backend. Multi-layer prompt construction with priority ordering, parallel context…majiayu000tavilyAI-optimized web search via Tavily API. Returns concise, relevant results for AI agents.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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