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Skill catalog

12,264agent skills synced from skills.sh, with their install counts. Read them here, or let your agent fetch the right one through the Graph-of-Skills MCP server.

Want your agent to use these? Set up Graph-of-Skills or get a free key. How these skills are sourced and what we check. Cannot find one? Your agent can write a skill for your own library. Have skills of your own? Install one on another machine. A skill that comes from GitHub shows its npx skills add command on its page.

  1. okf-knowledge-base inkeep/open-knowledge-skills

    Open Knowledge Format (OKF) v0.2 guidance. Use when creating, reading, reviewing, or maintaining an OKF bundle; responding to OpenKnowledge `okf` plugin warnings; or choosing types, provenance, links, indexes, or logs.

    9,269 installs
  2. sql-jdbc-access-design samber/developer-platform-skills

    Design customer-facing SQL access to a product's data - a JDBC/ODBC endpoint, warehouse share, or hosted query surface. Covers the architecture gate by scan frequency (zero-copy share, replicated copy, per-tenant comput…

    9,269 installs
  3. public-api-design-review samber/developer-platform-skills

    Audit an existing or proposed public REST API surface as a checklist-driven design review - resource and URI naming, HTTP method and status-code correctness, field-naming consistency, pagination pattern choice, filterin…

    9,267 installs
  4. public-grpc-api-design samber/developer-platform-skills

    Design a public gRPC surface for external developers - the when-gRPC-at-all gate (most platforms keep gRPC internal and publish REST or transcoded JSON), AIP proto package and versioning conventions, buf breaking-change…

    9,265 installs
  5. kakaotalk-mac nomadamas/k-skill

    Search local KakaoTalk archives on Apple Silicon macOS through the katok CLI. 돌쇠에서는 공식 표면을 통한 후속 액션까지 진행한다.

    9,264 installs
  6. aws-billing-and-cost-management aws/agent-toolkit-for-aws

    Analyze AWS costs, find savings, manage budgets, evaluate Savings Plans and Reserved Instances, right-size EC2/Lambda/RDS/EBS with Compute Optimizer, look up service pricing, query CUR with Athena, detect cost anomalies…

    9,262 installs
  7. bailian-gen modelstudioai/cli

    阿里云百炼图片/视频/语音生成与理解入口:用户要生图、画图、生成照片、生成图片、AI 绘画、海报、头像、插画、 文生图(text-to-image)、图生图、改图、修图、多图合成、生成视频、文生视频、图生视频、参考生视频、视频编辑、风格转换、 配音、语音合成(TTS)、朗读、转写、语音识别(ASR),或图片理解、看图问答、视频理解、读视频、多模态理解时使用 `bl image` / `bl video` / `bl speech` /…

    9,262 installs
  8. remember github/awesome-copilot

    Transforms lessons learned into domain-organized memory instructions (global or workspace). Syntax: `/remember [>domain [scope]] lesson clue` where scope is `global` (default), `user`, `workspace`, or `ws`.

    9,261 installs
  9. public-graphql-api-design samber/developer-platform-skills

    Design a public GraphQL API for third-party developers - the GraphQL-or-not gate, schema conventions (naming, nullability, Node interface, input/payload types), Relay cursor-connection pagination, union/interface error…

    9,256 installs
  10. Deploy open models or custom weights from Model Garden to Agent Platform endpoints, check the status of an in-progress deployment operation, or clean up resources by undeploying models and deleting endpoints. Use when a…

    9,255 installs
  11. api-versioning-policy samber/developer-platform-skills

    Define the versioning and deprecation policy for an API - version scheme choice (URI path, header, date-based account-pinned, or deliberate no-versioning), a written breaking-change definition, deprecation notice window…

    9,252 installs
  12. bulk-data-sharing-design samber/developer-platform-skills

    Design bulk file and lake export as a B2B product surface - the two-camp choice between Parquet file-drops on object storage and native warehouse/lake sharing (Snowflake shares, Delta Sharing, linked datasets), the part…

    9,252 installs
  13. bailian-protocol modelstudioai/cli

    阿里云百炼 `bl` 家族共享执行协议(consent 确认、版本预检、鉴权/安装、错误上报、本地文件与输出约定)。 不是面向用户意图的业务入口;当任一 bailian-* 业务 skill(bailian-cli / bailian-gen / bailian-finetune / bailian-managed-agent / bailian-sandbox / bailian-memory / bailian-knowledge…

    9,249 installs
  14. solve-challenge ljagiello/ctf-skills

    Solves CTF challenges by performing first-pass triage, identifying the dominant category, and routing execution to the right specialized ctf-* skill. Use when the user gives you a challenge bundle, a remote service, a s…

    9,249 installs
  15. add-educational-comments github/awesome-copilot

    Add educational comments to the file specified, or prompt asking for file to comment if one is not provided.

    9,246 installs
  16. coupang-product-search nomadamas/k-skill

    k-skill-proxy의 공식 Coupang Partners API 경로로 쿠팡 상품을 검색하고 로켓배송·가격 후보를 비교한다. 돌쇠에서는 공식 표면을 통한 후속 액션까지 진행한다.

    9,244 installs
  17. breakdown-feature-implementation github/awesome-copilot

    Prompt for creating detailed feature implementation plans, following Epoch monorepo structure.

    9,243 installs
  18. fine-dust-location nomadamas/k-skill

    에어코리아 기반 미세먼지/초미세먼지를 지역명 또는 위치 힌트로 조회한다. 기본 경로는 k-skill-proxy의 report endpoint다.

    9,238 installs
  19. bailian-finetune modelstudioai/cli

    阿里云百炼模型精调训练入口:用户要精调、微调、训练自己的模型(fine-tune,支持 SFT / SFT-LoRA / DPO / DPO-LoRA / CPT, 覆盖文本、语音、图像)、校验或上传训练数据集、看训练进度和日志、挑 checkpoint、导出精调产物、 把专属模型部署成服务时使用 `bl dataset` / `bl finetune` / `bl deploy`。链路是 validate 校验数据 → upload…

    9,237 installs
  20. chdb-sql clickhouse/agent-skills

    Use when the user wants to run SQL — especially analytical SQL — on local files (parquet/csv/json), URLs, S3 paths, or remote databases (Postgres, MySQL, MongoDB, ClickHouse Cloud, Iceberg, Delta Lake) without setting u…

    9,233 installs
  21. bailian-managed-agent modelstudioai/cli

    阿里云百炼托管 Agent 声明式基础设施与 API 命令入口:用户要创建agent、初始化 agents.yaml、校验或预览配置变更、 创建/更新/销毁托管 Agent 或 Deployment、在 Workbench 编辑和调试目录项目、管理本地快照版本,或查询 Agent/Environment/Skill/Vault/Deployment/Memory Store、管理 Session/Event/File/Webhook/…

    9,231 installs
  22. build-dashboard anthropics/knowledge-work-plugins

    Build an interactive HTML dashboard with charts, filters, and tables. Use when creating an executive overview with KPI cards, turning query results into a shareable self-contained report, building a team monitoring snap…

    9,229 installs
  23. debian-linux-triage github/awesome-copilot

    Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance.

    9,229 installs
  24. Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques.

    9,228 installs
  25. update-specification github/awesome-copilot

    Update an existing specification file for the solution, optimized for Generative AI consumption based on new requirements or updates to any existing code.

    9,221 installs
  26. remembering-conversations obra/episodic-memory

    You MUST invoke this skill before saying "I don't know," guessing, or treating any topic as new, no matter how trivial the question seems. It supplements other memory systems, which only hold partial records. Searching…

    9,208 installs
  27. m15-anti-pattern actionbook/rust-skills

    Use when reviewing code for anti-patterns. Keywords: anti-pattern, common mistake, pitfall, code smell, bad practice, code review, is this an anti-pattern, better way to do this, common mistake to avoid, why is this bad…

    9,204 installs
  28. go-mcp-server-generator github/awesome-copilot

    Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk.

    9,192 installs
  29. rust-mcp-server-generator github/awesome-copilot

    Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK

    9,192 installs
  30. cypress-author cypress-io/ai-toolkit

    Creates, updates, and fixes Cypress tests (E2E/end-to-end and component tests). Use when the user asks to create tests, add tests, write tests, update tests, test this file/component, new spec, or fix a failing or flaky…

    9,189 installs
  31. aspnet-minimal-api-openapi github/awesome-copilot

    Create ASP.NET Minimal API endpoints with proper OpenAPI documentation

    9,185 installs
  32. create-llms github/awesome-copilot

    Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://llmstxt.org/

    9,173 installs
  33. ctf-misc ljagiello/ctf-skills

    Provides miscellaneous CTF challenge techniques for problems that do not cleanly fit the main categories. Use for encoding puzzles, pyjails, bash jails, RF/SDR, DNS oddities, unicode tricks, esoteric languages, QR or au…

    9,170 installs
  34. finnish-humanizer github/awesome-copilot

    Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it. Use when asked to "humanize", "naturalize", or "remove AI feel" from Finnish text, or when editing .md/.t…

    9,164 installs
  35. power-bi-dax-optimization github/awesome-copilot

    Comprehensive Power BI DAX formula optimization prompt for improving performance, readability, and maintainability of DAX calculations.

    9,163 installs
  36. real-estate-search nomadamas/k-skill

    Korean apartment/officetel/villa/single-house real transaction price and rent lookups via k-skill-proxy. Based on tae0y's real-estate-mcp and MOLIT public data APIs.

    9,163 installs
  37. Open-source pipeline: fork, sanitize, and package private projects for safe public release. Chains 3 agents (forker, sanitizer, packager). Triggers: '/opensource', 'open source this', 'make this public', 'prepare for op…

    9,162 installs
  38. shopify-pos-ui shopify/shopify-ai-toolkit

    Build retail point-of-sale applications using Shopify's POS UI components. These components provide a consistent and familiar interface for POS applications. POS UI Extensions also supports scaffolding new POS extension…

    9,150 installs
  39. performance-optimization gamedev-skills/awesome-gamedev-agent-skills

    Find and fix game performance problems methodically — measure with the engine profiler first, reason about the frame-time budget, locate the CPU-vs-GPU bottleneck, then apply the right fix: object pooling, draw-call bat…

    9,146 installs
  40. unity-cli unity-technologies/skills

    Controls the Unity Editor and projects from the command line, driving a running Editor to edit scenes and assets or run C#. Use when asked to install or manage Editors, licenses, or projects, set up version control, bui…

    9,136 installs
  41. seoul-subway-arrival nomadamas/k-skill

    Look up Seoul real-time subway arrival information with the official Seoul Open Data API. Use when the user asks when a train arrives, which trains are approaching a station, or how crowded Seoul subway timing looks rig…

    9,131 installs
  42. arch-linux-triage github/awesome-copilot

    Triage and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices.

    9,127 installs
  43. kbo-results nomadamas/k-skill

    Fetch KBO game schedules and results for a specific date with the kbo-game npm package. Use when the user asks for today's KBO games, yesterday's scores, or a date-specific scoreboard.

    9,121 installs
  44. zipcode-search nomadamas/k-skill

    Look up a Korean postcode and official English address from a known address with the official ePost integrated search page.

    9,115 installs
  45. game-ai gamedev-skills/awesome-gamedev-agent-skills

    Design NPC and enemy decision-making with finite state machines, behavior trees, steering behaviors, and A* pathfinding — engine-neutral algorithms that pair with the detected engine's navigation API. Use when building…

    9,106 installs
  46. audio-design gamedev-skills/awesome-gamedev-agent-skills

    Implement game audio practice — bus/mixer architecture and gain in decibels, ducking (sidechain), adaptive/dynamic music via layering and re-sequencing, SFX variation, and beat synchronization. Engine-neutral. Use when…

    9,105 installs
  47. ai-paper-reproduction lllllllama/rigorpilot-skills

    No description provided.

    9,103 installs
  48. base44-remote-dev base44/skills

    Develop a Base44 app remotely from your own coding agent (Claude Code, claude.ai, or any MCP client) by connecting it to the Base44 sandbox. Cloud agents connect over MCP; local agents can connect over MCP or drive the…

    9,103 installs
  49. swarm langchain-ai/langchain-skills

    Dispatches many independent items in parallel: create a table, fan out to subagents, aggregate results. One row = one unit of work.

    9,103 installs
  50. web-design-engineer conardli/garden-skills

    Build or redesign polished browser-rendered visual artifacts with HTML/CSS/JavaScript/React: pages, dashboards, prototypes, slide decks, animations, UI mockups, and data visualizations. Use for visual front-end creation…

    9,094 installs