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Skill catalog

12,354agent 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. atomic-decomposition lingzhi227/agent-research-skills

    Decompose research ideas into atomic, self-contained concepts with bidirectional math-code mapping. For each concept, extract the math formula from papers and find code implementations. Use for complex system papers req…

    1,617 installs
  2. paper-compilation lingzhi227/agent-research-skills

    Compile LaTeX papers to PDF with automatic error detection, chktex style checking, and citation/reference validation. Runs the full pdflatex + bibtex pipeline. Use when the user wants to compile a paper, fix compilation…

    1,617 installs
  3. running-design-reviews refoundai/lenny-skills

    Help users run effective design reviews and critiques. Use when someone is giving design feedback, establishing design review processes, struggling to evaluate designs, or wants to improve how their team discusses desig…

    1,617 installs
  4. slide-generation lingzhi227/agent-research-skills

    Convert a completed paper into presentation slides (Beamer LaTeX) or poster. Extract key figures, tables, equations, and create a narrative flow for oral presentation. Identified gap in existing tools — designed from be…

    1,617 installs
  5. build-project rohitg00/ai-engineering-from-scratch

    Hands-on project tutor for the AI Engineering from Scratch Projects section. Guides a learner through one stage of a real project per session: read the stage lesson, predict, write the code, run the stage grader, reflec…

    1,616 installs
  6. 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.

    1,616 installs
  7. 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.

    1,616 installs
  8. extract alirezarezvani/claude-skills

    Turn a proven pattern or debugging solution into a standalone reusable skill with SKILL.md, reference docs, and examples. Use when the user runs /si:extract or asks to package a recurring solution from memory into a ski…

    1,615 installs
  9. feishu-lark openclaudia/openclaudia-skills

    Send messages and interactive cards to Feishu (飞书) and Lark channels via webhooks or Bot API. Create rich-text announcements, marketing updates, and team notifications. Trigger phrases: "post to feishu", "feishu message…

    1,615 installs
  10. shader-glsl iart-ai/webgl-animation-skills

    This skill should be used when the user asks to "write a fragment shader", "make a GLSL gradient/noise/plasma background", "create an image transition (dissolve, displacement, glitch)", "add distortion or chromatic aber…

    1,615 installs
  11. tao-train-ocrnet nvidia/skills

    OCRNet for scene text recognition. Recognizes text content from cropped text-region images and supports CTC and attention-based decoders. Use when training, evaluating, exporting, pruning, quantizing, retraining, or run…

    1,615 installs
  12. 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…

    1,614 installs
  13. post-mortems-retrospectives refoundai/lenny-skills

    Help users run effective post-mortems and retrospectives. Use when someone is reviewing a project that succeeded or failed, wants to establish learning practices, is dealing with failure aftermath, or needs to improve t…

    1,614 installs
  14. Two-step image grounding pipeline: extracts referring expressions from (image, caption) pairs and grounds them to pixel-space bounding boxes via a VLM. Use when the user wants to ground captions to bboxes, generate phra…

    1,614 installs
  15. capacitor-plugins cap-go/capgo-skills

    Pick, install, and wire up Capacitor plugins for native features (camera, filesystem, geolocation, biometrics, in-app purchases, social login, SQLite, calendar, contacts, health, BLE, NFC, etc.). Covers official @capaci…

    1,613 installs
  16. Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback. Use when evaluating academic or scientific work — pape…

    1,613 installs
  17. scientific-visualization davila7/claude-code-templates

    Create publication figures with matplotlib/seaborn/plotly. Multi-panel layouts, error bars, significance markers, colorblind-safe, export PDF/EPS/TIFF, for journal-ready scientific plots.

    1,613 installs
  18. working-backwards refoundai/lenny-skills

    Help users apply the working backwards methodology. Use when someone is defining a new product, writing a PR/FAQ, planning from a future state, or trying to clarify a product's value proposition before building.

    1,613 installs
  19. matterjs mengto/skills

    Use when implementing 2D physics interactions with Matter.js, including Engine/World setup, Render/Runner configuration, adding bodies and constraints, and scroll/interaction-friendly canvas scenes.

    1,612 installs
  20. 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…

    1,612 installs
  21. documentation-templates sickn33/agentic-awesome-skills

    Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation.

    1,611 installs
  22. 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…

    1,611 installs
  23. minimax-music-gen minimax-ai/skills

    Use when user wants to generate music, songs, or audio tracks. Triggers on any request involving music creation, song writing, lyrics generation, audio production, or covers. Also triggers when user provides lyrics and…

    1,611 installs
  24. tanstack-ai tanstack-skills/tanstack-skills

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

    1,611 installs
  25. dotnet-timezone github/awesome-copilot

    .NET timezone handling guidance for C# applications. Use when working with TimeZoneInfo, DateTimeOffset, NodaTime, UTC conversion, daylight saving time, scheduling across timezones, cross-platform Windows/IANA timezone…

    1,610 installs
  26. Start, query, and stop a network-specific TAO inference microservice ({network_arch}-inference-microservice) by delegating container execution to the appropriate platform skill. Handles container image resolution, job-p…

    1,610 installs
  27. 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
  28. 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…

    1,609 installs
  29. grounded-vault wshobson/agents

    Use when maintaining a durable Markdown knowledge store that agents compile from sources, when every number or quote in a wiki page must trace back to an immutable source, or when compiled pages need cheap drift detecti…

    1,609 installs
  30. 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…

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

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

    1,609 installs
  32. 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
  33. 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
  34. publish-mod rehan-remade/universal-modder

    Package and release a finished game mod. Covers the pre-release lint (no game files, decompiled code or leaked keys), README and install steps, credits and AI disclosure, versioning, where to upload (Nexus Mods, Steam W…

    1,609 installs
  35. 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…

    1,609 installs
  36. 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
  37. 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…

    1,607 installs
  38. 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…

    1,607 installs
  39. 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…

    1,607 installs
  40. gmgn-callout-score gmgnai/gmgn-skills

    Decide whether to act on a caller's (喊单人) calls. Scores one call-out wallet on two axes — SELECTION (do the coins he calls actually run) and POST-CALL CONDUCT (does he sell into the attention his own call created) — the…

    1,607 installs
  41. interfaces-that-feel owl-listener/designer-skills

    Apply an emotional resonance lens to a UI that is technically correct but flat, prescribing changes at the copy, motion, and interaction layer. Use when a design tests fine but lands cold. For the polish-perception argu…

    1,607 installs
  42. marquee-loop mengto/skills

    Apply seamless infinite marquee loops using duplicated items.

    1,607 installs
  43. 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
  44. 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…

    1,607 installs
  45. wrapped-video iart-ai/explainer-video-skills

    This skill should be used when the user asks to "make a Spotify Wrapped style video", "build a year in review / year-in-review video", "create a personalized data video", "generate a recap video", "build a wrapped video…

    1,607 installs
  46. 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
  47. 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
  48. 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…

    1,606 installs
  49. 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
  50. 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