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Skill catalog

12,341agent 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. 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.

    2,013 installs
  2. 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.

    2,013 installs
  3. 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…

    2,013 installs
  4. 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.

    2,012 installs
  5. ccf-humanization mikubaka88/ccfa-skills

    Required first preflight before every CCFA skill, including research, review, retrieval, experiments, visuals, and maintenance. Keep reasoning and communication direct, remove empty defensive framing, and preserve evide…

    2,011 installs
  6. 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…

    2,011 installs
  7. 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
  8. 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…

    2,008 installs
  9. ccf-paper-reviewer mikubaka88/ccfa-skills

    Review manuscript claims, evidence, and writing without rewriting. Use for 文章审核, 审稿, 稿件有什么硬伤, 结论站得住吗, 投稿成熟度, writing review, and version comparison. Return a structured scientific or writing review; scores need not be e…

    2,008 installs
  10. 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…

    2,008 installs
  11. 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…

    2,008 installs
  12. ccf-idea-optimizer mikubaka88/ccfa-skills

    Develop and optimize rough CCF research ideas into problems, insights, mechanisms, and evidence plans. Use for 优化idea, 具象化idea, 找方向, 方向探索, and rescue routes when development is the requested deliverable. Judging whether…

    2,007 installs
  13. 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…

    2,007 installs
  14. 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…

    2,006 installs
  15. browser-extension-builder sickn33/agentic-awesome-skills

    Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization strategies, and Chrome…

    2,006 installs
  16. 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…

    2,006 installs
  17. agents-connect aws/agent-toolkit-for-aws

    Use when connecting your agent to external APIs, tools, or services via Gateway, or restricting tool access with Cedar policies. Handles gateway setup, target types, outbound auth (OAuth, API key, IAM), credentials, and…

    2,005 installs
  18. 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…

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

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

    2,004 installs
  20. 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
  21. 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
  22. playwright-automation petrkindlmann/qa-skills

    Write production-grade Playwright tests in TypeScript: Page Object Model, fixtures, auto-waiting, user-facing locators, parallel execution, CI integration, sharding, and installed-version checks. Includes an explicit "d…

    2,004 installs
  23. 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…

    2,003 installs
  24. 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…

    2,002 installs
  25. research-lookup k-dense-ai/scientific-agent-skills

    Compiles current scholarly evidence for a scientific manuscript or research brief when the user explicitly asks to gather literature, references, background evidence, competing findings, or a manuscript research packet.…

    2,002 installs
  26. typefully typefully/agent-skills

    Create, schedule, and manage social media posts via Typefully. ALWAYS use this skill when asked to draft, schedule, post, or check tweets, posts, threads, or social media content for Twitter/X, LinkedIn, Threads, Bluesk…

    2,002 installs
  27. ccf-experiment-designer mikubaka88/ccfa-skills

    Design and interpret CCF experiments: datasets, baselines, metrics, ablations, execution specifications, observed feedback, and result-table contents. Use for 设计实验, 消融, benchmark planning, 实验结果分析, and evidence design wi…

    2,001 installs
  28. ccf-literature-searcher mikubaka88/ccfa-skills

    Find and verify external literature, prior art, datasets, benchmarks, and citation candidates. Use for 文献检索, 相关工作, benchmark搜索, and research opportunity maps. Recurring recent-paper watch belongs to ccf-literature-monit…

    2,001 installs
  29. experience-lwc-runtime-observe forcedotcom/sf-skills

    Use when running Salesforce Lightning Preview for an app or a single LWC component to extract the runtime DOM for inspection. TRIGGER when the user says "preview an LWC locally", "run sf lightning dev", "launch Local De…

    2,001 installs
  30. fusion-mcp equinor/fusion-skills

    Explain what Fusion MCP is and guide users through setting it up when they need Fusion-aware MCP capabilities in Copilot workflows.

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

    2,001 installs
  32. 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…

    2,000 installs
  33. layers-conceptual-model jamiemill/layers-skills

    Techniques for defining the product's objects, relationships, states, and vocabulary independently of any interface — the most load-bearing layer

    2,000 installs
  34. 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.

    2,000 installs
  35. Use when handling files, images, attachments, or binary data in n8n, OR when an AI agent needs to take a user-uploaded file as tool input or return a generated file. For Data Tables (schemas, dedup, persistent state), s…

    1,999 installs
  36. roblox-input tabooharmony/roblox-brain

    Use when handling Roblox touch, gamepad, keyboard, mouse or motion input, on-screen action buttons, or cross-platform action binding.

    1,999 installs
  37. timesfm-forecasting k-dense-ai/scientific-agent-skills

    Performs zero-shot time-series forecasting with Google's TimesFM, including regular-grid CSV preparation, quantile forecasts, XReg covariates, and held-out evaluation. Uses the Apache-licensed TimesFM 2.5 checkpoint by…

    1,999 installs
  38. geopandas k-dense-ai/scientific-agent-skills

    Guidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame, spatial operations, or vector-data I/O.

    1,998 installs
  39. Build end-to-end ETL pipelines and analytics dashboards using the Harvard Art Museums API with Python, SQL, and Streamlit

    1,998 installs
  40. parasite-seo kostja94/marketing-skills

    When the user wants to choose or execute third-party platform SEO (high-authority sites for rankings or backlinks). Also use when the user mentions "parasite SEO," "parasitic SEO," "barnacle SEO," "hosted content," "thi…

    1,998 installs
  41. roblox-cloud tabooharmony/roblox-brain

    Use for Roblox Open Cloud: API keys, OAuth 2.0, webhooks, scopes, token lifecycle, DataStore or messaging access from outside the game.

    1,998 installs
  42. comfyui-api mckruz/comfyui-expert

    Connect to a running ComfyUI instance, queue workflows, monitor execution, and retrieve results. Supports both online (REST API) and offline (JSON export) modes. Use when executing ComfyUI workflows or checking server s…

    1,997 installs
  43. odoo-19 unclecatvn/agent-skills

    Odoo 19 development knowledge base with 18 specialized guides covering Actions (ir.actions.*, cron jobs, server actions), Controllers (HTTP routing, endpoints, auth types), Data files (XML/CSV records, shortcuts, noupda…

    1,997 installs
  44. target-serp calm-north/seojuice-skills

    Identify and capture SERP features for target keywords — featured snippets, People Also Ask boxes, knowledge panels, and rich results. Use when the user asks about featured snippets, position zero, PAA optimization, ric…

    1,997 installs
  45. technical-analysis omer-metin/skills-for-antigravity

    Master of price action, chart patterns, and technical indicators - combining classical Wyckoff/Dow theory with modern quantitative validation for edge identificationUse when "technical analysis, chart pattern, indicator…

    1,997 installs
  46. typeorm mindrally/skills

    Guidelines for developing with TypeORM, a full-featured ORM for TypeScript and JavaScript supporting multiple databases

    1,997 installs
  47. agents-get-started aws/agent-toolkit-for-aws

    Use when a developer wants to create a new agent project or get started with AgentCore. Handles framework selection, project scaffolding, first deploy, and first invocation. Triggers on: "build an agent", "create an age…

    1,996 installs
  48. 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…

    1,996 installs
  49. agent-memory-systems sickn33/agentic-awesome-skills

    Design tenant-scoped memory, retrieval and retention for agents. Use when planning RAG, conversation history, vector stores or remembering across sessions.

    1,995 installs
  50. 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…

    1,995 installs