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Skill catalog

11,561agent 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. dt-obs-gcp dynatrace/dynatrace-for-ai

    GCP cloud resources including Compute Engine, GKE, Cloud Run, Pub/Sub, VPC networking, DNS, IAM, Secret Manager, and monitoring. Monitor GCP infrastructure, analyze resource usage, audit security posture, and manage org…

    2,018 installs
  2. critique-composition owl-listener/designer-skills

    Critique a rendered screen's composition — balance, whitespace, rhythm, and gestalt grouping. Use when a layout feels off but hierarchy is fine. For emphasis and eye flow specifically, use `critique-visual-hierarchy`.

    2,017 installs
  3. invoice-chase anthropics/knowledge-work-plugins

    Drafts overdue-invoice reminder emails from the ledger (MYOB, NetSuite, QuickBooks, Xero, or Zoho Books) plus PayPal, Stripe, and Airwallex data, matched to each customer's payment history and tone (gentle for good cust…

    2,017 installs
  4. optimize-for-gpu k-dense-ai/scientific-agent-skills

    GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster. Use for CUDA/GPU optimization; CPU-bound NumPy, SciPy, pandas, scikit-learn, NetworkX, scikit-image, vector-search…

    2,016 installs
  5. harvard-artifacts-etl-analytics reason-machines/data-skills

    Build ETL pipelines and analytics dashboards for Harvard Art Museums API data with Python, SQL, and Streamlit

    2,015 installs
  6. information-architecture owl-listener/designer-skills

    Design content structure, hierarchy, labelling, and the navigation model. Use when organising what exists. For the UI that exposes it use `navigation-patterns` (interaction-design); for user-generated grouping evidence…

    2,015 installs
  7. roblox-tooling tabooharmony/roblox-brain

    Use when setting up or fixing Roblox tooling: Rojo, Wally, pesde, Selene, StyLua, Lune, Rokit, luau-lsp, tests, or CI/CD.

    2,015 installs
  8. agentcash merit-systems/agentcash-skills

    Pay-per-call x402/MPP APIs (USDC on Base, Solana, Tempo). No API keys—wallet pays per request. If the task matches a SERVICES origin below, SKIP search and go straight to discover → fetch. Only search when NO listed ori…

    2,014 installs
  9. code-review paulrberg/agent-skills

    Use for code/PR review, audits, bug/security checks, reviewing diffs or changes, and finding issues in code.

    2,014 installs
  10. harvard-art-museums-etl-analytics reason-machines/data-skills

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

    2,014 installs
  11. maintain-greptile-rules every-app/open-seo

    No description provided.

    2,014 installs
  12. pymc k-dense-ai/scientific-agent-skills

    Builds and checks Bayesian models with PyMC, including hierarchical models, NUTS MCMC, variational inference, mutable-data predictions, posterior predictive checks, diagnostics, and PSIS-LOO model comparison. Use for pr…

    2,014 installs
  13. clojure-review metabase/metabase

    Review Clojure and ClojureScript code changes for compliance with Metabase coding standards, style violations, and code quality issues. Use when reviewing pull requests or diffs containing Clojure/ClojureScript code.

    2,013 installs
  14. motion-broll barty-bart/motion-graphics

    Turn a talking-head video and its transcript into motion-graphic B-roll timed to the speaker's words, in a continuous one-shape style (one element that morphs and never cuts, driven by a cursor, spring motion). Use when…

    2,013 installs
  15. n8n-subworkflows czlonkowski/n8n-skills

    Build reusable, composable n8n sub-workflows. Use when extracting shared logic, building anything multi-step or reused across workflows, or any workflow over ~10 nodes — and whenever the user mentions sub-workflows, Exe…

    2,012 installs
  16. n8n-self-hosting czlonkowski/n8n-skills

    Deploy a production self-hosted n8n end-to-end to a fresh Linux VM over SSH, using Docker Compose behind a Caddy reverse proxy with automatic HTTPS. Use whenever the user wants to self-host, install, provision, or deplo…

    2,011 installs
  17. scrapy-web-scraping mindrally/skills

    Expert guidance for building web scrapers and crawlers using the Scrapy Python framework with best practices for spider development, data extraction, and pipeline management.

    2,011 installs
  18. umap-learn k-dense-ai/scientific-agent-skills

    Applies UMAP-learn to nonlinear dimensionality reduction, 2D/3D embeddings, clustering preprocessing, supervised or semi-supervised UMAP, DensMAP, AlignedUMAP, and Parametric UMAP workflows.

    2,011 installs
  19. Use when writing or reviewing n8n expressions (`{{...}}` syntax), `$json` / `$node` references, Luxon date code, or expression errors. Triggers on `{{}}`, `$json`, `$node`, `$input`, `DateTime`, `Luxon`, "expression err…

    2,010 installs
  20. 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…

    2,010 installs
  21. parallel-web k-dense-ai/scientific-agent-skills

    Uses Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity discovery, and recurring web monitoring. Best for requests that explicitly need current web evidence, academic-source d…

    2,010 installs
  22. harvard-art-museum-etl-analytics reason-machines/data-skills

    Build end-to-end data engineering pipelines with Harvard Art Museums API, ETL workflows, SQL analytics, and Streamlit visualization.

    2,009 installs
  23. react-2026 patternsdev/skills

    Provides a comprehensive guide to the modern React 2026 stack. Use when starting a new React project or modernizing an existing one with current frameworks, build tools, routing, state management, or AI integration.

    2,009 installs
  24. 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…

    2,009 installs
  25. 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…

    2,008 installs
  26. academic-research-suite imbad0202/academic-research-skills-codex

    ARS-Codex research, writing, manuscript review, study screening, and experiments. Use for deep research, literature or systematic reviews, meta-analysis, research questions, drafts, revisions, roadmaps, abstracts, citat…

    2,007 installs
  27. gemini-omni-flash-api google-gemini/gemini-skills

    Use this skill for generative video editing, text-to-video, image-referenced video generation, first-frame-to-video, first-and-last-frame transitions, and video extensions using Gemini Omni 1.1 Flash (gemini-omni-1.1-fl…

    2,007 installs
  28. scikit-survival k-dense-ai/scientific-agent-skills

    Builds, evaluates, and audits right-censored or competing-risk survival workflows with scikit-survival, including leakage-safe preprocessing, model selection, probability prediction, and censoring-aware metrics.

    2,007 installs
  29. venue-templates k-dense-ai/scientific-agent-skills

    Prepares journal manuscripts, conference papers, research posters, and grant documents using venue-specific formatting guidance and bundled LaTeX scaffolds. Supports selecting an official template, checking current page…

    2,006 installs
  30. aesthetic-usability owl-listener/designer-skills

    Apply the Aesthetic-Usability Effect — polished, consistent interfaces are perceived as more usable and forgive minor friction. Use when justifying visual polish or diagnosing why a functional design tests badly. For em…

    2,005 installs
  31. ccf-paper-writer mikubaka88/ccfa-skills

    Draft, revise, polish, compress, or presentation-adapt CCF manuscript prose. Use for 写作, 润色论文, research documents to complete papers, 完整初稿, 实验留空, 改写, 压缩论文, abstracts, sections, and slides. Draft content before fitting p…

    2,005 installs
  32. graphic-designer charlie947/social-media-skills

    Create LinkedIn post graphics. Decides between an HTML/CSS structured graphic or an AI-generated infographic based on the post content. Use this skill whenever the user says "design a graphic", "create a visual", "make…

    2,005 installs
  33. Use when building anything multi-step, anything that looks repeatable, anything the user mentions reusing, or any workflow with more than ~10 nodes. Triggers on "reuse", "I do this in another workflow", "extract", "modu…

    2,005 installs
  34. open-notebook k-dense-ai/scientific-agent-skills

    Organizes research with the self-hosted Open Notebook alternative to NotebookLM. Supports source ingestion (PDFs, web pages, audio, video, and Office documents), cited document chat, text and vector search, notes, custo…

    2,005 installs
  35. roblox-analytics tabooharmony/roblox-brain

    Use when adding, changing, or auditing Roblox analytics: AnalyticsService events, economy, funnels, onboarding traces, rate limits.

    2,005 installs
  36. assets binance/binance-skills-hub

    Binance Assets request using the Binance API. Authentication requires API key and secret key.

    2,004 installs
  37. claude-design-hyperframes heygen-com/hyperframes

    Use when running inside Claude Design specifically. Produces a valid, brand-accurate HyperFrames video draft using pre-valid skeletons. For Claude Code / Cursor / Codex, use the `hyperframes` skill instead.

    2,004 installs
  38. flutter-adaptive-ui madteacher/mad-agents-skills

    Build, fix, review, and validate adaptive or responsive Flutter UIs for mobile, tablet, desktop, web, large screens, foldables, and mixed input devices. Use when creating breakpoint-driven layouts, responsive navigation…

    2,004 installs
  39. linter-docs zernie/vigiles

    Deep linter reference for authoring or debugging a vigiles enforce() rule — plugin tables, AST selectors, type-aware rules, auto-fix, and edge cases for ESLint, Ruff, Pylint, RuboCop, Stylelint, and Clippy. Use when you…

    2,004 installs
  40. product-skills alirezarezvani/claude-skills

    Use when coordinating product work across the 12 bundled product sub-skills (RICE, OKRs, UX research, design tokens, competitive teardown, analytics, experiments, discovery, roadmaps, spec-to-repo, landing pages, SaaS s…

    2,004 installs
  41. 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…

    2,002 installs
  42. 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…

    2,001 installs
  43. context7 netresearch/context7-skill

    Use when looking up library documentation, API references, framework patterns, or code examples for ANY library (React, Next.js, Vue, Django, Laravel, etc.) and the Context7 MCP server is unavailable or not configured.…

    2,001 installs
  44. google-apps-script jezweb/claude-skills

    Build Google Apps Script automation for Sheets and Workspace. Custom menus, triggers (onEdit / time-driven / form submit), dialogs, sidebars, email batches, PDF export, external API. Use whenever the user wants to autom…

    2,001 installs
  45. Build ETL pipelines and analytics dashboards using Harvard Art Museums API with SQL storage and Streamlit visualization

    2,001 installs
  46. ios-design-guidelines ehmo/platform-design-skills

    Apple Human Interface Guidelines for iPhone. Use when building, reviewing, or refactoring SwiftUI/UIKit interfaces for iOS. Triggers on tasks involving iPhone UI, iOS components, accessibility, Dynamic Type, Dark Mode,…

    2,000 installs
  47. r3f-postprocessing enzed/r3f-skills

    Configure React Three Fiber postprocessing, bloom, selection effects, ambient occlusion, and depth of field. Use for composer pipelines and screen-space effects, rather than mesh material shaders.

    2,000 installs
  48. find-exposed-servers useosint/skills

    Find internet-exposed hosts, ports, services and devices using third-party internet-scan data instead of touching the target. Covers Shodan and Censys query syntax, service banners, favicon-hash and TLS-certificate pivo…

    1,999 installs
  49. 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…

    1,998 installs
  50. design-lab 0xdesign/design-plugin

    Conduct design interviews, generate five distinct UI variations in a temporary design lab, collect feedback, and produce implementation plans. Use when the user wants to explore UI design options, redesign existing comp…

    1,998 installs