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Skill catalog

12,450agent 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. Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and multi-GPU DataFrame workloads.

    3,138 installs
  2. spectrum photon-hq/skills

    Build or review messaging agents with Photon Spectrum (`spectrum-ts`). Use for Spectrum setup, messages and content, spaces and users, provider capabilities, iMessage/WhatsApp/Terminal integrations, custom platforms, li…

    3,138 installs
  3. swot-analysis phuryn/pm-skills

    Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations. Use when doing strategic assessment, competitive analysis, or evaluating a product or business positi…

    3,137 installs
  4. relevancekit dpearson2699/swift-ios-skills

    Increase widget visibility on Apple Watch using RelevanceKit. Use when providing contextual relevance signals for watchOS widgets, declaring time-based or location-based relevance, combining multiple relevance providers…

    3,136 installs
  5. threejs-image-generator majidmanzarpour/threejs-game-skills

    Generate and edit 2D image assets for Three.js games with Google's Gemini image API: concept sheets, image-to-3D inputs, texture and material references, sky and background plates, decals, logos, icons, GUI art, title a…

    3,136 installs
  6. asc-apple-ads rorkai/app-store-connect-cli-skills

    Use when managing Apple Ads with asc, including OAuth profiles, ad-account discovery, Platform API v1 campaigns and targeting, reports, assets, recommendations, guarded mutations, raw requests, and Campaign Management A…

    3,135 installs
  7. customer-research anthropics/knowledge-work-plugins

    Multi-source research on a customer question or topic with source attribution. Use when a customer asks something you need to look up, investigating whether a bug has been reported before, checking what was previously t…

    3,134 installs
  8. sentry-sdk-upgrade getsentry/sentry-for-ai

    Upgrade the Sentry JavaScript SDK across major versions. Use when asked to upgrade Sentry, migrate to a newer version, fix deprecated Sentry APIs, or resolve breaking changes after a Sentry version bump.

    3,134 installs
  9. loopy forward-future/loopy

    Discover, find, compare, audit, repair, adapt, craft, run, debrief, save, and prepare repeatable AI-agent loops for publication. Use when a user asks to analyze code or coding threads for recurring work, find a publishe…

    3,133 installs
  10. sensorkit dpearson2699/swift-ios-skills

    Access research-grade sensor data using SensorKit for approved studies. Use when an app needs SensorKit entitlement setup, Research Sensor & Usage Data authorization, ambient light, recorded motion, device usage, keyboa…

    3,133 installs
  11. synthesize-research anthropics/knowledge-work-plugins

    Synthesize user research from interviews, surveys, and feedback into structured insights. Use when you have a pile of interview notes, survey responses, or support tickets to make sense of, need to extract themes and ra…

    3,131 installs
  12. om-ux-setup open-mercato/skills

    Extract the repository's design contract (tokens, component registry, screen archetypes, conventions) into .uxproof/ so every UX skill judges against THIS repo's design system, whatever it is — including one shipped by…

    3,130 installs
  13. effect-ts paulrberg/agent-skills

    Use for nontrivial Effect 4 work including services/layers, typed errors, Schema/JsonSchema, Config, runtime/concurrency, @effect/vitest, effect/ai and @effect/ai-*, effect/sql and @effect/sql-*, Effect Atom (@effect/at…

    3,127 installs
  14. link-workspace-packages nrwl/nx-ai-agents-config

    Link workspace packages in monorepos (npm, yarn, pnpm, bun). USE WHEN: (1) you just created or generated new packages and need to wire up their dependencies, (2) user imports from a sibling package and needs to add it a…

    3,126 installs
  15. om-brainstorm open-mercato/skills

    Divergent conversation before any artifact exists — open questions one at a time, alternatives including building nothing, converging on a routing decision and a handoff brief for the next skill. Runs before om-spec-wri…

    3,123 installs
  16. wecomcli-pptx wecomteam/wecom-cli

    企业微信 PPT 技能。三类能力:(1) 生成 PPT——根据主题、大纲、文档或参考材料创建在线演示文稿;(2) 编辑在线 PPT;(3) 导入 PPT——把本地 .ppt/.pptx 导入为企微在线文档。生成与编辑一律作用于企微在线 slide 文档,交付形态为在线文档链接。当用户提到'做个PPT'、'生成演示文稿'、'写份汇报PPT'、'把这份文档转成PPT'、'照着这个模板做几页'、'改第3页标题'、'把这页图表数据换掉'、'加…

    3,123 installs
  17. arize-ai-provider-integration arize-ai/arize-skills

    Creates, reads, updates, and deletes Arize AI integrations that store LLM provider credentials used by evaluators and other Arize features. Supports any LLM provider (e.g. OpenAI, Anthropic, Azure OpenAI, AWS Bedrock, V…

    3,121 installs
  18. platform-deploy-validate forcedotcom/sf-skills

    Validate Salesforce metadata before deploying. TRIGGER when the user asks to validate a deploy, do a dry-run, check before deploying, or targets a Production org for any deploy operation. Routes prod targets to `sf proj…

    3,121 installs
  19. data-report nexu-io/open-design

    Turns CSV, Excel, or JSON data into a polished visual report page.

    3,120 installs
  20. vega markdown-viewer/skills

    Create data-driven charts with Vega-Lite (declarative) and Vega (programmatic). Best for statistical visualization of numeric data — bar, line, scatter, heatmap, area, radar charts, and word clouds.

    3,120 installs
  21. swift-security dpearson2699/swift-ios-skills

    Use when working with iOS/macOS Keychain Services (SecItem queries, kSecClass, OSStatus errors), biometric authentication (LAContext, Face ID, Touch ID), CryptoKit (AES-GCM, ChaChaPoly, ECDSA, ECDH, HPKE, ML-KEM), Secur…

    3,119 installs
  22. meta-cognition-parallel actionbook/rust-skills

    EXPERIMENTAL: Three-layer parallel meta-cognition analysis. Triggers on: /meta-parallel, 三层分析, parallel analysis, 并行元认知

    3,118 installs
  23. copywriting nexu-io/open-design

    Write and rewrite marketing copy for landing pages, homepages, and ads. Useful as a copy chief partner during launches.

    3,117 installs
  24. dpop-adoption google/skills

    Implement and debug OAuth 2.0 DPoP (RFC 9449) refresh token sender-constraining for WebCrypto, Node.js ES6, and browser runtimes integrating with Google's OAuth platform. Use when configuring non-extractable asymmetric…

    3,112 installs
  25. metrics-dashboard phuryn/pm-skills

    Define and design a product metrics dashboard with key metrics, data sources, visualization types, and alert thresholds. Use when creating a metrics dashboard, defining KPIs, setting up product analytics, or building a…

    3,112 installs
  26. close-management anthropics/knowledge-work-plugins

    Manage the month-end close process with task sequencing, dependencies, and status tracking. Use when planning the close calendar, tracking close progress, identifying blockers, or sequencing close activities by day.

    3,110 installs
  27. gemini openclaw/openclaw

    Gemini CLI one-shot prompts, summaries, generation, skills, hooks, MCP, or Gemma routing.

    3,110 installs
  28. ibd-distribution-day-monitor tradermonty/claude-trading-skills

    Detect IBD-style Distribution Days for QQQ/SPY (close down at least 0.2% on higher volume), track 25-session expiration and 5% invalidation, count d5/d15/d25 clusters, classify market risk (NORMAL/CAUTION/HIGH/SEVERE),…

    3,110 installs
  29. MUST USE when an existing .NET test project was excluded from a .slnf/CI solution filter, disappeared from .sln/.slnx discovery, or lost its production ProjectReference; also for requests to set up, create, reuse, add,…

    3,110 installs
  30. strategy-advisor shubhamsaboo/awesome-llm-apps

    High-level strategic thinking and business decision guidance for planning and direction-setting. Use when: making strategic decisions, evaluating business options, setting direction, analyzing trade-offs, or when user m…

    3,110 installs
  31. andrej-karpathy-perspective alchaincyf/karpathy-skill

    Andrej Karpathy的思维框架与表达方式。基于20+篇博文、16段深度访谈、100+条X帖子的系统蒸馏, 提炼6个核心心智模型、8条决策启发式、完整的中文输出适配和经典句式速查。 用途:作为思维顾问,用Karpathy的视角分析AI技术可靠性、学习方法、行业趋势、产品设计。 当用户提到「用Karpathy的视角」「Karpathy会怎么看」「卡帕西」「karpathy模式」时使用。 也适用于:Software 2.0/3.0…

    3,109 installs
  32. ce-worktree everyinc/compound-engineering-plugin

    Set up isolated git worktrees — create a new branch for fresh work, or attach a worktree to an existing branch, PR, or commit. Use when starting isolated work or isolating an existing ref.

    3,107 installs
  33. trade-performance-coach tradermonty/claude-trading-skills

    Review closed trades, partial exits, and monthly trade aggregates for process adherence, risk discipline, execution quality, and evidence-based trading behavior patterns. Use after trader-memory-core and signal-postmort…

    3,104 installs
  34. Manage Celigo API tokens (the accesstoken resource) -- bearer credentials that authenticate inbound programmatic calls into integrator.io's REST API, custom APIs, and MCP servers. Covers personal access tokens (PATs) ve…

    3,103 installs
  35. Manage Celigo integrations -- the named containers that group flows, APIs, Tools, connections, scripts, and settings so a body of automation is organized, secured, and evolved as one unit. Covers plain integrations vs I…

    3,103 installs
  36. Find, install, and reuse pre-built integration blueprints from the Celigo Marketplace -- Templates (unlocked, fully editable, no ongoing updates) and Integration Apps (vendor-maintained, upgrade-protected, receive updat…

    3,102 installs
  37. bug-fix-brief giuseppe-trisciuoglio/developer-kit

    Generates a structured Bug Fix Brief (BFB) to document issue corrections. Includes root cause analysis, repro steps, fix options, and fix checklist. Use when user asks to create a BFB, document a bug fix, or generate a…

    3,101 installs
  38. grammar-check phuryn/pm-skills

    Identify grammar, logical, and flow errors in text and suggest targeted fixes without rewriting the entire text. Use when proofreading content, checking writing quality, or reviewing a draft.

    3,101 installs
  39. Manage Celigo on-premise agents -- lightweight software you install on a host inside your own network that opens a secure OUTBOUND tunnel to integrator.io, letting the platform reach private systems (on-prem databases,…

    3,100 installs
  40. Configure Celigo stacks -- pointers to your own compute environment (a self-hosted `server` or an AWS `lambda`) where Celigo runs extension code (script hooks and connector wrappers) instead of on its hosted JavaScript…

    3,100 installs
  41. arize-annotation arize-ai/arize-skills

    Creates and manages annotation configs (categorical, continuous, freeform label schemas) and annotation queues (human review workflows) on Arize. Applies human annotations to project spans via the Python SDK. Use when t…

    3,099 installs
  42. bear-notes openclaw/openclaw

    Create, search, and manage Bear notes via grizzly CLI.

    3,097 installs
  43. ce-test-browser everyinc/compound-engineering-plugin

    Run browser tests for pages affected by the current branch or PR. Use when asked to run or check browser tests for the current change.

    3,097 installs
  44. rust-daily actionbook/rust-skills

    CRITICAL: Use for Rust news and daily/weekly/monthly reports. Triggers on: rust news, rust daily, rust weekly, TWIR, rust blog, Rust 日报, Rust 周报, Rust 新闻, Rust 动态

    3,097 installs
  45. ui-ux-designer sickn33/agentic-awesome-skills

    Create interface designs, wireframes, and design systems. Masters user research, accessibility standards, and modern design tools.

    3,097 installs
  46. nx-plugins nrwl/nx-ai-agents-config

    Find and add Nx plugins. USE WHEN user wants to discover available plugins, install a new plugin, or add support for a specific framework or technology to the workspace.

    3,096 installs
  47. trade coinbase/agentic-wallet-skills

    Swap or trade tokens on Base or Polygon. Use when you or the user want to trade, swap, exchange, buy, sell, or convert between tokens like USDC, ETH, and POL. Covers phrases like "buy ETH", "sell ETH for USDC", "convert…

    3,096 installs
  48. camsnap openclaw/openclaw

    Capture frames or clips from RTSP/ONVIF cameras and local webcams, including USB pan/tilt/zoom control.

    3,095 installs
  49. product-strategy-session deanpeters/product-manager-skills

    Run an end-to-end product strategy session across positioning, discovery, and roadmap planning. Use when a team needs validated direction before committing to execution.

    3,094 installs
  50. discovery-interview-prep deanpeters/product-manager-skills

    Plan customer discovery interviews with the right goal, segment, constraints, and method. Use when preparing interviews for problem validation, churn research, or new product ideas.

    3,093 installs