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
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golang-graphqlImplements GraphQL APIs in Golang using gqlgen or graphql-go. Apply when building GraphQL servers, designing schemas, writing…samberwritesgolang-samber-hotIn-memory caching in Golang using samber/hot — eviction algorithms (LRU, LFU, TinyLFU, W-TinyLFU, S3FIFO, ARC, TwoQueue, SIEVE…samberwritesjetson-speculative-decodingAdd EAGLE-3 or draft-model speculative decoding to a Jetson vLLM server when TPOT is the bottleneck.NVIDIAmonopolyMONOPOLY is a Senior System Design Engineer skill for architecting, reviewing, and scaling systems. Triggers on requests…sickn33nemoclaw-user-guideGuides human users' AI agents to the NemoClaw docs MCP server and canonical Fern documentation in Markdown form. Use when users…NVIDIAopenai-docsUse when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for…foryourhealth111-pixelfine-tuning-openvla-oftFine-tunes and evaluates OpenVLA-OFT and OpenVLA-OFT+ policies for robot action generation with continuous action heads, LoRA…Orchestra-Researchsetup-bayarcashSet up, build, debug, and explain Bayarcash payment integrations using Bayarcash API docs, Web Impian API docs, Bayarcash PHP…afu-itshopify-performance-tuningOptimize Shopify API performance with GraphQL query cost reduction, bulk operations, caching strategies, and Storefront API for…jeremylongshorewritesshopify-sdk-patternsApply production-ready patterns for @shopify/shopify-api including typed GraphQL clients, session management, and retry logic.…jeremylongshorewritesspec-minerReverse-engineering specialist that extracts specifications from existing codebases. Use when working with legacy or undocumented…JeffallanwritestamarindAccess a collection of open-source molecular design and structural biology tools on the Tamarind Bio platform, via its REST API…K-Dense-AIserving-llms-vllmServes LLMs with high throughput using vLLM's PagedAttention and continuous batching. Use when deploying production LLM APIs…Orchestra-Researchwindsurf-api-developmentGenerate API clients and documentation with Cascade. Activate when users mention "generate api client", "api documentation"…jeremylongshorewriteswindsurf-mcp-integrationManage integrate MCP servers with Windsurf for extended capabilities. Activate when users mention "mcp integration", "model…jeremylongshorewriteshuggingface-accelerateSimplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for…OpenRaiseragentsop-hybrid-retrievalEnhancement-overlay SOP for adding sparse (BM25 / keyword) retrieval alongside dense (embedding) retrieval. Activate when a…agentsopeagentsop-structured-output-pickerDecide where to enforce structured LM output (constrain at decode time with Outlines vs validate-and-retry with Instructor vs…agentsopeapi-docs-writerWrite clear, developer-facing API documentation. Use when asked to document an API endpoint, write API reference docs, create a…mohitagw15856weread-essay-skill微信读书读后感写作助手。帮助用户基于某本书或某个章节,生成一篇带有个人见解的读后感,正文严格控制原文摘抄,附录完整保留所有划线内容及即时感想。底层依赖 weread-skills(微信读书原子 API)和…BENZEMA216authenticationImplement iOS authentication flows with AuthenticationServices and LocalAuthentication. Use when building Sign in with Apple…dpearson2699building-api-gatewayCreate API gateways with routing, load balancing, rate limiting, and authentication. Use when routing and managing multiple API…jeremylongshorewritesbuilding-graphql-serverBuild production-ready GraphQL servers with schema design, resolvers, and subscriptions. Use when building GraphQL APIs with…jeremylongshorewritesbuilding-websocket-serverBuild scalable WebSocket servers for real-time bidirectional communication. Use when enabling real-time bidirectional…jeremylongshorewritesclickhouse-prod-checklistProduction readiness checklist for ClickHouse — server tuning, backup, monitoring, and deployment verification. Use when…jeremylongshorecollecting-infrastructure-metricsCollect comprehensive infrastructure performance metrics across compute, storage, network, containers, load balancers, and…jeremylongshorewritesctf-malwareProvides malware analysis and network traffic techniques for CTF challenges. Use when analyzing obfuscated scripts, malicious…ljagiellowritesemitting-api-eventsBuild event-driven APIs with webhooks, Server-Sent Events, and real-time notifications. Use when building event-driven API…jeremylongshorewritesfigma-debug-bundleCollect Figma API diagnostic evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing…jeremylongshoregenerating-api-docsCreate comprehensive API documentation with examples, authentication guides, and SDKs. Use when creating comprehensive API…jeremylongshorewritesgenerating-api-sdksGenerate client SDKs in multiple languages from OpenAPI specifications. Use when generating client libraries for API consumption.…jeremylongshorewritesgenerating-grpc-servicesGenerate gRPC service definitions, stubs, and implementations from Protocol Buffers. Use when creating high-performance gRPC…jeremylongshorewriteshandling-api-errorsImplement standardized error handling with proper HTTP status codes and error responses. Use when implementing standardized error…jeremylongshorewritesintercom-incident-runbookExecute Intercom incident response procedures with triage, mitigation, and postmortem. Use when responding to Intercom API…jeremylongshoreklaviyo-incident-runbookExecute Klaviyo incident response procedures with triage, mitigation, and postmortem. Use when responding to Klaviyo-related…jeremylongshoreklingai-known-pitfallsAvoid common mistakes when using Kling AI API. Use when troubleshooting or learning best practices. Trigger with phrases like…jeremylongshorewritesmakepad-2.0-splashsplash language, makepad script, script_mod!, makepad scripting, splash 脚本, makepad 2.0 script, mod.state, on_render…ZhangHanDongmcp-maintainerOperate and maintain the local MCP server for this repository. Use for MCP tool updates, policy-guard changes, host…hoangsonwwmigrating-apisImplement API migrations between versions, platforms, or frameworks with minimal downtime. Use when upgrading APIs between…jeremylongshorewritesmonitoring-apisBuild real-time API monitoring dashboards with metrics, alerts, and health checks. Use when tracking API health and performance…jeremylongshorewritesnear-ai-cloudNEAR AI Cloud private inference and verification. Use when integrating NEAR AI Cloud API for verifiable private AI inference…internet-courtnotion-incident-runbookExecute Notion incident response procedures with triage, mitigation, and postmortem. Use when responding to Notion API outages…jeremylongshorenotion-performance-tuningOptimize Notion API performance with caching, batching, parallel requests, and incremental sync. Use when experiencing slow API…jeremylongshorewritesollama-setupConfigure auto-configure Ollama when user needs local LLM deployment, free AI alternatives, or wants to eliminate hosted API…jeremylongshorewritespmWhen you want to manage projects across your businesses using a kanban + Eisenhower methodology. One kanban per business…coreyhaines31processing-api-batchesOptimize bulk API requests with batching, throttling, and parallel execution. Use when processing bulk API operations…jeremylongshorewritespurple-teamUse when the user wants to automatically harden a guardrail, classifier, content filter, prompt, or API they own by running…gaasherpytorch-lightningHigh-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and…Orchestra-Research
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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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