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Skill catalog

12,244agent 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. Kubernetes execution platform — submits TAO container jobs as k8s Jobs with NVIDIA GPU scheduling; single-pod for one node, Indexed Jobs for multi-node distributed training. Use when running on EKS / GKE / AKS / on-prem…

    1,610 installs
  2. comment-code fandhe-ai/agent-cli-skills

    コードにコメント・ドキュメンテーションコメントを追加・補強する。「コメント追加して」「コメント書いて」 「コメントを補強して」「JSDoc 付けて」「docstring 付けて」「ドキュメンテーションコメント付けて」で使用。 パッケージ・サービス視点での役割境界、呼び出し元・呼び出し先の前提と契約、他ファイル・他サービスからの 文脈を「その場で読める」形で残す。コード自体は変更しない(実装変更は implement-issue へ)。…

    1,609 installs
  3. Provides guidelines for developing projected Android XR apps for display glasses using the Jetpack Compose Glimmer UI toolkit. Covers Glimmer design principles, workflows, and interaction models for the glasses form fac…

    1,609 installs
  4. Board meeting preparation, investor updates, and executive communication. Use when preparing board decks, writing investor updates, handling bad news with the board, structuring QBRs, or building board-level metric disc…

    1,609 installs
  5. microsoft-sharepoint membranedev/application-skills

    Microsoft Sharepoint integration. Manage Sites. Use when the user wants to interact with Microsoft Sharepoint data.

    1,609 installs
  6. okx-ai-guide okx/onchainos-skills

    OKX.AI (the Agent economic system) intro & onboarding entry. Use whenever the user asks what OKX.AI is, what it can do, how to use or get started with it, wants an OKX.AI tutorial / quickstart / help, or types the produ…

    1,609 installs
  7. platform-strategy refoundai/lenny-skills

    Help users design and execute platform business strategies. Use when someone is building a marketplace, creating an ecosystem, deciding on API strategy, thinking about multi-sided network effects, or building developer…

    1,609 installs
  8. Grounding DINO for open-set object detection. Combines DINO-style detection with a BERT text encoder for language-guided detection — detects objects described by text prompts without a fixed class vocabulary. Use when t…

    1,608 installs
  9. unity-pipeline unity-technologies/skills

    Control a Unity Editor or Player via the unity-pipeline package. Compile, run tests, eval, method-reload code, enter Play Mode, capture screenshots.

    1,608 installs
  10. amazon-keyword-research nexscope-ai/amazon-skills

    Amazon keyword research and market opportunity analysis for sellers. Retrieve autocomplete suggestions (long-tail keywords), analyze competitor landscape, and assess market opportunity for any keyword on 12 Amazon marke…

    1,607 installs
  11. deslop every-app/open-seo

    No description provided.

    1,607 installs
  12. ionic-design cap-go/capgo-skills

    Builds and reviews Ionic Framework UI in Capacitor apps (Ionic 9 current, Ionic 8 still common) - page structure (`ion-header`/`ion-content`/`ion-footer`), lists, modern form syntax (`label`/`labelPlacement` on `ion-inp…

    1,607 installs
  13. Optical Inspection for defect detection using Siamese networks. Compares image pairs to detect manufacturing defects, anomalies, or quality issues. Use when training, evaluating, exporting, or running inference for a TA…

    1,607 installs
  14. testing-blocks adobe/skills

    Use this when you have made AEM Edge Delivery Services code changes to blocks, scripts, or styles and need to validate them before opening a pull request. Covers unit testing for utilities and logic, browser testing wit…

    1,607 installs
  15. coaching-pms refoundai/lenny-skills

    Help users develop and coach product managers. Use when someone is managing PMs, creating development plans, running performance reviews, or trying to level up their PM team's capabilities.

    1,606 installs
  16. code-simplifier pproenca/dot-skills

    Code simplification skill for improving clarity, consistency, and maintainability while preserving exact behavior. Use when simplifying code, reducing complexity, cleaning up recent changes, applying refactoring pattern…

    1,606 installs
  17. cross-functional-collaboration refoundai/lenny-skills

    Help users work effectively across functions. Use when someone is navigating PM-engineering relationships, resolving cross-team conflicts, building product trios, or improving handoffs between design, engineering, and p…

    1,606 installs
  18. nuxt-studio onmax/nuxt-skills

    Configure and operate the self-hosted Nuxt Studio editor for Nuxt Content. Use when working with nuxt-studio installation, editor customization, OAuth or custom authentication, media, drafts, Git publishing, or producti…

    1,606 installs
  19. tanstack-ai tanstack-skills/tanstack-skills

    Provider-agnostic, type-safe AI SDK for streaming, tool calling, structured output, and multimodal content.

    1,606 installs
  20. Performs deep Root Cause Analysis (RCA) on NVIDIA TAO Visual ChangeNet classification experiments with image-evidence-driven investigation. Use when analyzing ChangeNet model failures, investigating poor recall / FAR /…

    1,606 installs
  21. Action recognition from video sequences. Supports RGB, optical flow, and joint (multi-stream) input types for classifying temporal actions in video clips. Use when training, evaluating, exporting, or running inference o…

    1,606 installs
  22. Use this when you are starting AEM Edge Delivery Services (EDS, Franklin, Helix) development and want an existing reference to build from, such as a block, build tool, code snippet, integration pattern, or plugin. Searc…

    1,605 installs
  23. Build rich, scroll-controlled real-time Three.js experiences as one persistent 3D world whose camera, lighting, atmosphere, materials, objects, DOM story, and interactions evolve across authored chapters. Use for 3D scr…

    1,605 installs
  24. figma-create-design-system-rules figma/mcp-server-guide

    Generates custom design system rules for the user's codebase. Use when user says "create design system rules", "generate rules for my project", "set up design rules", "customize design system guidelines", or wants to es…

    1,605 installs
  25. Use this when the page-import pipeline needs to produce structured HTML from authoring analysis for AEM Edge Delivery Services. Covers building section structure, applying block tables, handling metadata, and managing t…

    1,605 installs
  26. gtm-partnership-architecture github/awesome-copilot

    Build and scale partner ecosystems that drive revenue and platform adoption. Use when building partner programs from scratch, tiering partnerships, managing co-marketing, making build-vs-partner decisions, or structurin…

    1,604 installs
  27. platform-infrastructure refoundai/lenny-skills

    Help users build and scale internal platforms and technical infrastructure. Use when someone is deciding whether to build vs buy tooling, designing developer platforms, creating shared services, or managing technical de…

    1,604 installs
  28. Performs gap analysis on NVIDIA TAO VCN Classify (Visual Component Net) experiments by invoking the pinned TAO data-services container directly via `docker run … gap_analysis vcn_aoi …` — picks the optimal decision thre…

    1,604 installs
  29. building-sales-team refoundai/lenny-skills

    Help users build and scale their sales organization. Use when someone is hiring their first salespeople, deciding when to bring on sales leadership, structuring sales compensation, or transitioning from founder-led sale…

    1,603 installs
  30. game-assets playableintelligence/game-creator

    Game asset engineer that creates pixel art sprites, animated characters, and visual entities for browser games. Use when a game needs better character art, enemy sprites, item visuals, or any upgrade from basic geometri…

    1,603 installs
  31. ima-copilot daymade/claude-code-skills

    Installs, diagnoses, repairs, and personalizes the official Tencent IMA skill (a wrapper around upstream ima-skill, not a replacement), including fan-out search across IMA knowledge bases with priority boosting. Use whe…

    1,603 installs
  32. Pose classification using ST-GCN (Spatial Temporal Graph Convolutional Network). Classifies skeleton sequences into action categories from pose-keypoint data. Use when training, evaluating, exporting, or running inferen…

    1,603 installs
  33. managing-timelines refoundai/lenny-skills

    Help users set and hit realistic deadlines. Use when someone is planning project timelines, struggling to hit deadlines, dealing with timeline pressure from stakeholders, or trying to improve estimation accuracy.

    1,602 installs
  34. page-import adobe/skills

    Use this when importing or migrating a single webpage from any URL into canonical EDS block format — structured HTML that authors edit in DA — including when the request uses terms like migrate, migration, or migrating.…

    1,602 installs
  35. Apply when building React components under react/ or configuring store blocks in store/ for VTEX IO apps. Covers interfaces.json, contentSchemas.json for Site Editor, VTEX Styleguide for admin apps, and css-handles for…

    1,602 installs
  36. adk-dev-console botpress/skills

    Explains the ADK Dev Console — what each tab shows, how to read Agent Steps, traces, multi-agent dashboard, agent switching, console modes, and other UI features visible at localhost:3001 during adk dev

    1,601 installs
  37. Helps developers integrate, debug, and resolve Play Engage SDK implementation issues. Use when adding Engage SDK support, generating publishing code, mapping data classes to entities, or fixing SDK-related errors.

    1,601 installs
  38. finance-sentiment himself65/finance-skills

    Fetch normalized stock sentiment across Reddit, X.com, financial news, and Polymarket from the Adanos Finance API: buzz score, bullish percentage, mention or trade counts, and trend. Use this skill whenever the user ask…

    1,601 installs
  39. scoping-cutting refoundai/lenny-skills

    Help users scope projects and cut features effectively. Use when someone is defining an MVP, dealing with scope creep, trying to ship faster, or needs to make tradeoffs about what to build.

    1,601 installs
  40. Extract false-positive and false-negative gaps from VLM binary-classification-question (BCQ, yes/no) predictions. Use when the user asks to "analyze VLM BCQ gaps", "extract VLM false positives and false negatives", or i…

    1,601 installs
  41. Monocular depth estimation using Metric Depth Anything v2 or Relative Depth Anything architectures. Predicts per-pixel depth from single RGB images. Use when training, evaluating, exporting, or running inference for a T…

    1,601 installs
  42. css-border-gradient mengto/skills

    Apply subtle gradient-border treatments for premium web surfaces. Use when cards, pricing panels, nav bars, modals, buttons, or hero surfaces need a refined edge highlight without a loud glow.

    1,600 installs
  43. find-test-content adobe/skills

    Use this when you need to find existing pages that already use a specific block in an AEM Edge Delivery Services project, for example to locate test content or examples during block development. Covers reporting page UR…

    1,600 installs
  44. Use this when the page-import pipeline needs to identify section boundaries and content sequences within a scraped webpage for AEM Edge Delivery Services import. Outputs an ordered list of sections, the content sequence…

    1,600 installs
  45. tao-train-reid nvidia/skills

    Person re-identification (ReID). Learns discriminative embeddings to match the same person across different camera views, based on metric learning. Use when training, evaluating, exporting, or running inference for a TA…

    1,600 installs
  46. Run an AWS Security Agent threat model review on spec/design documents. Use when the user asks to review a spec for security, run a threat model, check if a design introduces security risks, review requirements.md or de…

    1,600 installs
  47. promote alirezarezvani/claude-skills

    Graduate a proven pattern from auto-memory (MEMORY.md) to CLAUDE.md or .claude/rules/ for permanent enforcement. Use when the user runs /si:promote or asks to make a learned behavior permanent.

    1,599 installs
  48. tao-run-on-brev nvidia/skills

    Run a TAO training/evaluation/inference container on an NVIDIA Brev GPU instance. Instance provisioning (create/search/stop/delete/login) is delegated to the official brev-cli agent skill or the Brev MCP server; this sk…

    1,599 installs
  49. tao-train-dino nvidia/skills

    DINO (DETR with Improved DeNoising Anchor Boxes) for 2D object detection. Transformer-based detector with denoising training, multi-scale features, and optional distillation support. Use when training, evaluating, expor…

    1,599 installs
  50. academy-skill binance/binance-skills-hub

    Retrieve Binance Academy's official educational content (Glossary, Courses, Learn & Earn, Articles) for AI chat. Trigger when the user's message expresses one of these INTENTS (NOT keyword matches): (1) Knowledge Q&A —…

    1,598 installs