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Skill catalog

12,569agent 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. pudl catalyst-cooperative/agent-skills

    Explore and understand PUDL energy data: discover which tables exist, look up column meanings and usage warnings, and load Parquet files from S3 or a local directory. No PUDL Python package required. Use this skill when…

    2,064 installs
  2. roblox-simulator-economy gamedev-skills/awesome-gamedev-agent-skills

    Design, balance, and implement the economy of a Roblox simulator, tycoon, clicker, or idle game in Luau: upgrade cost curves, buy max, income per second, rebirth/prestige requirements and multipliers, offline earnings,…

    2,064 installs
  3. research-lookup k-dense-ai/scientific-agent-skills

    Compiles current scholarly evidence for a scientific manuscript or research brief when the user explicitly asks to gather literature, references, background evidence, competing findings, or a manuscript research packet.…

    2,063 installs
  4. torch-geometric k-dense-ai/scientific-agent-skills

    Supports PyTorch Geometric (PyG) graph neural networks — node/link/graph classification, message passing (GCN, GAT, GraphSAGE, GIN), heterogeneous graphs, neighbor sampling, and custom datasets. Use when working with to…

    2,063 installs
  5. biopython k-dense-ai/scientific-agent-skills

    Provides Biopython workflows for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Supports batch processing, custom molecular-biology pipelines, B…

    2,062 installs
  6. frontend-design composio-community/awesome-claude-plugins

    Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, or applications. Generates creative, polished code that avoids generic…

    2,062 installs
  7. keyword-research aaron-he-zhu/aaron-marketing-skills

    Use when the user asks to "find keywords", "挖词", or "搜什么词"; prioritizes search volume, keyword difficulty, intent, and topic clusters from provided or connected data. Not for competitor-relative coverage gaps — use cont…

    2,062 installs
  8. mcp-builder composio-community/awesome-claude-plugins

    Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services,…

    2,062 installs
  9. Use when you want to expose an n8n workflow as a tool the coding agent can call. Two cases. (1) Wrap n8n API capabilities the MCP doesn't natively expose: folder deletion, project create/rename, tag rename/delete, insta…

    2,062 installs
  10. risk-management 0xhubed/agent-trading-arena

    Risk management rules learned from competition outcomes. Use when sizing positions or setting stop-losses.

    2,062 installs
  11. sentry-elixir-sdk getsentry/sentry-for-ai

    Full Sentry SDK setup for Elixir. Use when asked to "add Sentry to Elixir", "install sentry for Elixir", or configure error monitoring, tracing, logging, or crons for Elixir, Phoenix, or Plug applications. Supports Phoe…

    2,062 installs
  12. SQLAlchemy ORM and Alembic migration best practices for building safe, performant database schemas. This skill should be used when writing, reviewing, or refactoring SQLAlchemy models, Alembic migrations, or database qu…

    2,062 installs
  13. implement-review-pr fandhe-ai/agent-cli-skills

    GitHub PR の CI ステータス (`gh pr checks`)・コード品質・セキュリティ (OWASP Top 10)・Conventional Commits 準拠をレビューする。`gh pr review --approve/--request-changes/--comment` でレビュー投稿も可能。「PR #N をレビュー」「PR レビューして」などで使用。ローカル diff のレビューには implement-…

    2,061 installs
  14. mcpa-certification rohitg00/ai-engineering-from-scratch

    AI-native tutor and onboarding workflow for the MCPA (Model Context Protocol Associate) certification in AI Engineering from Scratch. Use when a learner wants to prepare for the MCPA, resume their certification path, le…

    2,061 installs
  15. read-deleted-pages useosint/skills

    Recover deleted, edited or historical web content using the Wayback Machine and its CDX API, archive.today, Common Crawl and Memento/Timetravel. Use when a page is deleted, changed or 404s, checking what a site used to…

    2,061 installs
  16. Use when working with n8n's built-in Data Tables, designing schemas, inserting/updating/upserting rows, deduping, or querying. Triggers on "Data Table", "data table", `n8n-nodes-base.dataTable`, "dedup", "idempotency",…

    2,060 installs
  17. n8n-binary-and-data czlonkowski/n8n-skills

    Handle files and binary data in n8n correctly. Use when working with files, images, PDFs, attachments, uploads or downloads, base64, vision/multimodal input, or when an AI agent needs a file as tool input or output — an…

    2,059 installs
  18. agents-deploy aws/agent-toolkit-for-aws

    Use when deploying your agent to AWS, or when a deploy has failed. Handles pre-flight validation, CDK/IAM/quota error diagnosis, version management, rollback, and canary deployments. Triggers on: "deploy my agent", "age…

    2,058 installs
  19. Manage durable working-session memory for coding agents. Use when a user asks to preserve or recover agent context across disconnects, VS Code restarts, long-running work, handoffs, or any session where important state…

    2,058 installs
  20. Review what Prisma Next migrations will run on merge or deploy, render the migration graph, resolve concurrent / diamond-convergence conflicts, and configure environment refs for CI. Use for "what migrations are going t…

    2,058 installs
  21. prisma-next-debug prisma/prisma-next

    Read a Prisma Next structured error envelope and route to the right recovery — code, domain, severity, why, fix, meta. Use for error, exception, my emit failed, my query won't typecheck, my query crashed, my migration w…

    2,057 installs
  22. test-harness zernie/vigiles

    Install vigiles and test a Claude Code harness — hooks, skills, agents, settings, CLAUDE.md — by picking the right tier (unit / deterministic / eval) and writing a test that passes. Use to check that a hook fires or blo…

    2,057 installs
  23. datapackage catalyst-cooperative/agent-skills

    Explore and query any dataset annotated with a Frictionless Data Package descriptor (datapackage.json). Use this skill whenever a user wants to discover what tables or resources a dataset contains, look up column names…

    2,056 installs
  24. prisma-next-runtime prisma/prisma-next

    Wire the Prisma Next runtime — `db.ts` setup using `postgres<Contract>(...)` from `@prisma-next/postgres/runtime`, `sqlite<Contract>(...)` from `@prisma-next/sqlite/runtime`, or `mongo<Contract>(...)` from `@prisma-next…

    2,056 installs
  25. timesfm-forecasting k-dense-ai/scientific-agent-skills

    Performs zero-shot time-series forecasting with Google's TimesFM, including regular-grid CSV preparation, quantile forecasts, XReg covariates, and held-out evaluation. Uses the Apache-licensed TimesFM 2.5 checkpoint by…

    2,055 installs
  26. game-designer playableintelligence/game-creator

    Game UI/UX designer that analyzes and improves the visual polish, atmosphere, and player experience of browser games. Use when a game needs visual improvements, better backgrounds, particles, animations, screen transiti…

    2,054 installs
  27. wait-what vinvcn/mattpocock-skills-zh-cn

    停一下:刚才那条消息没有说清楚,重新表述一遍。

    2,054 installs
  28. geopandas k-dense-ai/scientific-agent-skills

    Guidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame, spatial operations, or vector-data I/O.

    2,053 installs
  29. llm-intelligent-public-opinion-analytics reason-machines/data-skills

    Deploy and use an LLM-powered public opinion analytics assistant that crawls 26 hot lists from 15 platforms, performs sentiment analysis, topic clustering, and multi-channel alerting

    2,053 installs
  30. option-vol-analysis anthropics/financial-services

    Analyze option volatility by combining vol surface data, option pricing with Greeks, and historical price data to assess implied vs realized volatility. Use when pricing options, analyzing volatility surfaces, computing…

    2,052 installs
  31. powerpoint-automation aktsmm/agent-skills

    Convert web articles or blog posts into slides through a content.json pipeline, translate or rebuild existing PPTX files onto a template, and edit an already-open PowerPoint deck with COM Automation (RefURL, overflow re…

    2,052 installs
  32. prisma-next-build prisma/prisma-next

    Wire Prisma Next into the project's build system with the right build-tool plugin — Vite today via @prisma-next/vite-plugin-contract-emit (Vite 7 / 8); Next.js / Webpack / esbuild / Rollup / Turbopack are named as gaps…

    2,052 installs
  33. video-translation noizai/skills

    Translate and dub videos from one language to another, replacing the original audio with TTS while keeping the video intact.

    2,052 installs
  34. employee-performance-analytics-hr reason-machines/data-skills

    SQL and Python-based employee performance analytics with KPI aggregation, departmental insights, and HR dashboard generation

    2,051 installs
  35. query-onchain-data coinbase/agentic-wallet-skills

    Query onchain data on Base using the CDP SQL API via x402. Use when you or your user want to view onchain information about decoded blocks, transactions, and events.

    2,051 installs
  36. version-bump thedotmack/claude-mem

    Automated semantic versioning and release workflow for Claude Code plugins. Handles version increments across package.json, marketplace.json, plugin.json manifests, build verification, git tagging, GitHub releases, and…

    2,051 installs
  37. confluence membranedev/application-skills

    Confluence integration. Manage document management data, records, and workflows. Use when the user wants to interact with Confluence data.

    2,050 installs
  38. paywall-optimization appeeky/aso-skills

    When the user wants to design, test, or optimize their app's paywall — layout, copy, pricing display, trial offers, plan structure, hard vs soft paywall, paywall placement, or paywall A/B tests. Use when the user mentio…

    2,050 installs
  39. prisma-next-contract prisma/prisma-next

    Edit the Prisma Next data contract — add models, fields, relations, indexes, enums, value objects (composite types), type aliases, namespaces (Postgres schemas), cross-contract foreign keys (cross-space FK), polymorphic…

    2,050 installs
  40. stable-baselines3 k-dense-ai/scientific-agent-skills

    Trains and evaluates single-agent reinforcement learning with Stable Baselines3 (PPO, SAC, DQN, TD3, DDPG, A2C), Gymnasium custom environments, vectorized rollouts, callbacks, and checkpoint normalization. Applies to re…

    2,050 installs
  41. bkt avivsinai/bitbucket-cli

    Operate Bitbucket Cloud or Data Center repositories, pull requests, branches, pipelines, permissions, and webhooks with bkt. Use when a request names Bitbucket or bkt; confirm the platform before platform-specific comma…

    2,049 installs
  42. developer-growth-analysis composio-community/awesome-claude-plugins

    Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth…

    2,049 installs
  43. gif-sticker-maker minimax-ai/skills

    Convert photos (people, pets, objects, logos) into 4 animated GIF stickers with captions. Use when: user wants to create cartoon stickers, GIF expressions, emoji packs, animated avatars, or convert photos to Funko Pop /…

    2,049 installs
  44. agents-connect aws/agent-toolkit-for-aws

    Use when connecting your agent to external APIs, tools, or services via Gateway, or restricting tool access with Cedar policies. Handles gateway setup, target types, outbound auth (OAuth, API key, IAM), credentials, and…

    2,048 installs
  45. agents-debug aws/agent-toolkit-for-aws

    Use when your agent or environment is broken — wrong answers, errors, timeouts, tool failures, or CLI issues. Reads traces and logs to diagnose root causes. Also checks prerequisites when the CLI itself isn't working. T…

    2,048 installs
  46. consciousness-council k-dense-ai/scientific-agent-skills

    Structures a multi-perspective council exercise for decisions, research trade-offs, and creative challenges. Simulates thinking archetypes, separates evidence from assumptions and values, and synthesizes a conditional r…

    2,048 installs
  47. hot-topics vikiboss/60s-skills

    获取微博、知乎、百度、抖音、今日头条、B站等主流中文平台的实时热搜榜单和热门话题。Use when users want to know trending topics, hot searches, or popular content on Chinese social media platforms.

    2,048 installs
  48. technical-drawing jakubkrehel/skills

    Creates precise static technical drawings of physical objects, with coherent views and fine linework.

    2,048 installs
  49. prisma-next-quickstart prisma/prisma-next

    Adopt Prisma Next into a new project, onto an existing database, or as the first move after a bootstrap tool dropped you into a scaffold. Use for "what can I do with Prisma Next", "what can I do next with Prisma", "wher…

    2,047 installs
  50. options-analytics-agent-langgraph reason-machines/data-skills

    Build AI agents for real-time financial options analysis with LangGraph, ChromaDB RAG, and Polygon.io data

    2,046 installs