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Skill catalog

12,182agent 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. agents-optimize aws/agent-toolkit-for-aws

    Use when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI/CD quality gates, observability, or cost optimization. Triggers on: "evaluate my agent", "add evaluator", "measure…

    1,991 installs
  2. open-prose openprose/prose

    Activate when the user types `prose ...`, opens a `.prose.md` file with `kind:` frontmatter, opens a `.prose` file, or asks for reusable multi-agent orchestration. Treat `prose run ...` as an in-session instruction: emb…

    1,991 installs
  3. ppt-creator daymade/claude-code-skills

    Deprecated presentation entry retained as a compatibility notice. Use to check the retirement status of ppt-creator or identify a legacy installation. This package does not generate PPTX files.

    1,991 installs
  4. literature-review davila7/claude-code-templates

    Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-anal…

    1,990 installs
  5. scroll-experience sickn33/agentic-awesome-skills

    Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product pages, and award-winnin…

    1,990 installs
  6. setting-okrs-goals refoundai/lenny-skills

    Help users set effective OKRs and goals. Use when someone is creating quarterly objectives, defining key results, setting team goals, planning annual targets, or struggling with goal alignment across their organization.

    1,990 installs
  7. understand-figma egonex-ai/understand-anything

    Analyze a Figma file via the Figma REST API and generate an interactive design knowledge graph (pages, screens, components, component sets, instances, design tokens) with a kind:"design" dashboard.

    1,990 installs
  8. hunk-review modem-dev/hunk

    Interacts with live Hunk diff review sessions via CLI. Inspects review focus, navigates files, hunks, and exact lines, reloads session contents, adds inline review comments, and paints attention marks on character range…

    1,989 installs
  9. pm-skills alirezarezvani/claude-skills

    Use when coordinating project-delivery work across the 8 project-management sub-skills — sprint/velocity analytics, portfolio health, Jira/JQL, Confluence, Atlassian admin, templates, meeting analysis, team comms. Trigg…

    1,989 installs
  10. agents-harden aws/agent-toolkit-for-aws

    Use when preparing your agent for production — IAM scoping, inbound auth (JWT, SigV4), secrets management, cold start optimization, session lifecycle, rate limiting, input validation, and quota guidance. Triggers on: "p…

    1,988 installs
  11. flutter-dev minimax-ai/skills

    Flutter cross-platform development guide covering widget patterns, Riverpod/Bloc state management, GoRouter navigation, performance optimization, and platform-specific implementations. Includes const optimization, respo…

    1,988 installs
  12. high-end-visual-design nexu-io/open-design

    Teaches the AI to design like a high-end agency. Defines the exact fonts, spacing, shadows, card structures, and animations that make a website feel expensive. Blocks all the common defaults that make AI designs look ch…

    1,988 installs
  13. pymoo k-dense-ai/scientific-agent-skills

    Solves and validates single-, multi-, and many-objective optimization with pymoo, including NSGA-II, NSGA-III, MOEA/D, constraints, Pareto approximations, reference directions, and ZDT/DTLZ benchmarks for engineering an…

    1,988 installs
  14. qa-expert daymade/claude-code-skills

    Sets up QA testing processes: test strategies, Google Testing Standards test cases, P0-P4 bug tracking, quality metrics, progress reports, autonomous execution via master prompts, and OWASP security testing, with third-…

    1,988 installs
  15. r3f-geometry enzed/r3f-skills

    Build React Three Fiber geometry, custom buffers, instanced meshes, points, and lines. Use for shape construction and geometry draw-call optimization, rather than material appearance.

    1,988 installs
  16. r3f-materials enzed/r3f-skills

    Choose and configure React Three Fiber surface materials, PBR, transparency, and transmission. Use for mesh appearance and material cost; use shader guidance for custom GLSL or TSL code.

    1,988 installs
  17. scikit-bio k-dense-ai/scientific-agent-skills

    Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for microbiome analysis.

    1,988 installs
  18. analytics-events metabase/metabase

    Add product analytics events to track user interactions in the Metabase frontend

    1,987 installs
  19. ccf-integrity-auditor mikubaka88/ccfa-skills

    Audit existing CCF claims, numbers, terminology, and citations against supplied or verified evidence. Use for 引用核验, claim审计, 数字一致性, and BibTeX/context checks. Full scientific review belongs to ccf-paper-reviewer; new li…

    1,987 installs
  20. data-analysis lingzhi227/agent-research-skills

    Generate statistical analysis code with 4-round review. Select appropriate statistical tests, interpret results, and produce analysis reports with p-values, effect sizes, and confidence intervals. Use when analyzing exp…

    1,987 installs
  21. simpy k-dense-ai/scientific-agent-skills

    Builds, inspects, tests, and analyzes bounded process-based discrete-event simulations with SimPy. Use for event scheduling, resource queues, interrupts, monitoring, independent replications, warm-up, and reproducible o…

    1,987 installs
  22. geomaster k-dense-ai/scientific-agent-skills

    Supports geospatial research workflows for remote sensing, vector and raster GIS, spatial statistics, terrain and network analysis, and machine learning for Earth observation. Use when processing satellite imagery, alig…

    1,986 installs
  23. ts-library onmax/nuxt-skills

    Use when authoring TypeScript libraries or npm packages - covers project setup, package.json exports, build tooling (tsdown/unbuild), API design patterns, type inference tricks, testing, and publishing to npm. Use when…

    1,986 installs
  24. what-if-oracle k-dense-ai/scientific-agent-skills

    Supports structured what-if scenario analysis for research planning, experimental contingencies, and scientific project decisions. Explores favorable, reference, adverse, wild-card, contrarian, and second-order scenario…

    1,986 installs
  25. 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…

    1,985 installs
  26. tailwind-best-practices mastra-ai/mastra

    Tailwind CSS styling guidelines for Mastra Playground UI. This skill should be used when writing, reviewing, or refactoring styling code in packages/playground-ui and packages/playground to ensure design system consiste…

    1,985 installs
  27. ccf-idea-reviewer mikubaka88/ccfa-skills

    Assess research ideas for value, novelty, insight, and mechanism. Use for 思路审核, 靠谱吗, 值得做吗, 创新够不够, idea review, scoring, and ranking; no numeric-score request is needed. Default to concept-only review without experiment…

    1,984 installs
  28. experience-ui-bundle-2gp-deploy forcedotcom/sf-skills

    MUST activate when the user wants to package, distribute, or install/upgrade/uninstall/promote a UI Bundle as a Salesforce second-generation (2GP) package (project may contain uiBundles/ or sfdx-project.json for packagi…

    1,983 installs
  29. r3f-shaders enzed/r3f-skills

    Implement custom GLSL or TSL materials in React Three Fiber, including uniforms and vertex deformation. Use for shader code and shader debugging, rather than ordinary PBR settings or composer effects.

    1,983 installs
  30. codeql github/awesome-copilot

    Comprehensive guide for setting up and configuring CodeQL code scanning via GitHub Actions workflows and the CodeQL CLI. This skill should be used when users need help with code scanning configuration, CodeQL workflow f…

    1,982 installs
  31. Diagnoses GKE persistent-storage failures — volume attach/mount errors (Regional PD on optimized VMs, fsGroup mount timeouts), disk-performance and node storage-pressure issues, slow-disk Pod-creation failures, volume-e…

    1,982 installs
  32. hypogenic k-dense-ai/scientific-agent-skills

    Plans and audits use of ChicagoHAI HypoGeniC/HypoRefine for LLM-assisted hypothesis generation from labeled text datasets. Use for the `hypogenic` package, its task configs, hypothesis banks, or HypoBench datasets—not f…

    1,982 installs
  33. compose-focus-navigation chrisbanes/skills

    Use when writing or reviewing Jetpack Compose UI for TV, keyboard, desktop, accessibility focus, D-pad navigation, FocusRequester, focusProperties, key events, or initial focus behavior.

    1,981 installs
  34. Use when running video data augmentation and auto-labeling workflows on OSMO: flow selection, preflight, submit-time interpolation, monitoring, and output retrieval. Trigger keywords: video data augmentation, data enric…

    1,981 installs
  35. Swift Concurrency review and remediation for Swift 6.2+. Use when asked to review Swift Concurrency usage, improve concurrency compliance, or fix Swift concurrency compiler errors in a feature or file. Concrete actions…

    1,981 installs
  36. ccf-literature-monitor mikubaka88/ccfa-skills

    Scan recent arXiv/OpenReview papers, venue feeds, labs, and competitors for overlap. Use for 竞品监控, 新论文追踪, 论文跟踪, and recurring novelty watch. Give dated evidence and changes since the prior scan. Broad related-work retri…

    1,980 installs
  37. laravel-inertia-react asyrafhussin/agent-skills

    Laravel + Inertia.js + React integration patterns. Use when building Inertia page components, handling forms with useForm, managing shared data, or implementing persistent layouts. Triggers on tasks involving Inertia.js…

    1,980 installs
  38. lower-thirds iart-ai/tiktok-video-skills

    This skill should be used when the user asks to "make an animated lower third", "add lower thirds", "create a name tag/name lower third", "build broadcast titles", "animate a title/name/role caption", "do a speaker name…

    1,980 installs
  39. layers-intro jamiemill/layers-skills

    Framework orientation for Layers of Product Design — load this first; provides the context all other skills depend on

    1,979 installs
  40. bioservices k-dense-ai/scientific-agent-skills

    Provides a Python interface to bioinformatics services including UniProt, KEGG, ChEMBL, Reactome, QuickGO, and UniChem. Used for cross-database protein annotation, pathway retrieval, chemical identifier mapping, and int…

    1,978 installs
  41. 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…

    1,978 installs
  42. harvard-art-museum-data-pipeline reason-machines/data-skills

    Build ETL pipelines and analytics dashboards using the Harvard Art Museums API with Streamlit, MySQL, and Python

    1,978 installs
  43. initiating-coverage anthropics/financial-services

    Create institutional-quality equity research initiation reports through a 5-task workflow. Tasks must be executed individually with verified prerequisites - (1) company research, (2) financial modeling, (3) valuation an…

    1,978 installs
  44. anndata k-dense-ai/scientific-agent-skills

    Handles annotated matrices in single-cell analysis, .h5ad and Zarr files, and integration with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-to…

    1,977 installs
  45. cupynumeric-install nvidia/skills

    Install and verify cuPyNumeric for Python — requirements, commands, verification. Source builds are out of scope.

    1,976 installs
  46. 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…

    1,976 installs
  47. qqmusic tencentmusic/qqmusic-skills

    QQ Music — search songs, albums, playlists, music videos, artists; daily recommendations; music charts & rankings; AI-powered playlists; personalized listening reports & music insights. QQ音乐助手:搜索、每日推荐、排行榜、AI歌单、听歌报告、AI解读。

    1,976 installs
  48. xiaohongshu-images iamzifei/xiaohongshu-images-skill

    Transform markdown/HTML into styled 3:4 ratio images for Xiaohongshu 新手引导:输入 `/小红书配图 新手`、「这个怎么用」「第一次用」「能干嘛」时,走 SKILL.md 的〈新手上路〉,不要直接开始干活。

    1,976 installs
  49. eli5 anthropics/claude-plugins-community

    Explain a topic like I'm a 5 year old. Use when the user types /eli5 <topic> or asks for a dead-simple picture explainer of how something works.

    1,975 installs
  50. form-design owl-listener/designer-skills

    Design a form end to end — field order, grouping, validation, and completion. Use when the artifact is a form. For product-wide error strategy use `error-handling-ux`; for first-run signup use `onboarding-design`.

    1,975 installs