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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. 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…

    1,979 installs
  2. 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…

    1,978 installs
  3. 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
  4. 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…

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

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

    1,976 installs
  6. layers-interaction-flow jamiemill/layers-skills

    Techniques for mapping interaction structure and flow — places, affordances, edge cases, and failure paths — without committing to visual form

    1,976 installs
  7. 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
  8. sentry-debug-issue getsentry/sentry-for-ai

    Debug and fix a Sentry issue — find it (by link, ID, or search), pull full context (stack trace, breadcrumbs, trace, logs), optionally run Seer root-cause / autofix, apply the code fix, and resolve it via a `Fixes PROJE…

    1,976 installs
  9. paywall-optimization appeeky/aso-skills

    When the user wants to design, test, or optimize their app's paywall — layout, copy, pricing display, trial offers, plan structure, hard vs soft paywall, paywall placement, or paywall A/B tests. Use when the user mentio…

    1,975 installs
  10. Use when the user wants to orchestrate defect image generation with NVIDIA Cosmos AnomalyGen (Cosmos-Predict2-derived) on OSMO for PCBA, metal surface, and glass inspection. The Day 0 path handles cold-start with USD-to…

    1,975 installs
  11. add-malli-schemas metabase/metabase

    Efficiently add Malli schemas to API endpoints in the Metabase codebase with proper patterns, validation timing, and error handling

    1,974 installs
  12. cms-migration payloadcms/skills

    Use when user wants to migrate content from another CMS (WordPress, Contentful, Strapi, Sanity, Webflow, etc.) to Payload CMS

    1,974 installs
  13. code-quality cognitedata/builder-skills

    MUST be used whenever reviewing a Flows app for code quality, maintainability, or clean code issues — before a PR review, after a feature is complete, or when the user asks for a code review. Do NOT skip linting steps.…

    1,974 installs
  14. ccf-pipeline-orchestrator mikubaka88/ccfa-skills

    Plan or coordinate CCF research stages, goals, gates, artifacts, and ccfa.yaml state. Use for 任务拆解, 流程规划, project status, end-to-end coordination, and explicitly requested autonomous research, autoresearch, or 自主科研迭代. C…

    1,973 installs
  15. layers-product-strategy jamiemill/layers-skills

    Techniques for connecting user opportunities to business outcomes and solution bets, and testing the riskiest assumptions cheaply

    1,973 installs
  16. layers-surface jamiemill/layers-skills

    Techniques for auditing and deciding the surface against the layers below — vocabulary, object consistency, completeness, feedback, hierarchy, accessibility

    1,973 installs
  17. clinical-reports k-dense-ai/scientific-agent-skills

    Creates safety-bounded draft structures and runs local deterministic checks for clinical case, diagnostic, trial, safety, and aggregate research reports. Use only with synthetic, de-identified, or aggregate inputs and v…

    1,972 installs
  18. ccf-submission-checker mikubaka88/ccfa-skills

    Check CCF venue rules and submission packages: template, pages, anonymity, PDF build, metadata, and reproducibility. Use for 投稿检查, 会议格式, page limits, and artifact readiness. Verify current official rules for the exact v…

    1,971 installs
  19. frontend-ui-ux-engineer 404kidwiz/claude-supercode-skills

    A designer-turned-developer who crafts stunning UI/UX even without design mockups. Code may be a bit messy, but the visual output is always fire.

    1,971 installs
  20. graphify howell5/willhong-skills

    Use when exploring unfamiliar codebases, before searching for code, or after editing files. Builds a structural AST index (classes, functions, imports, call graph) from 12 languages via tree-sitter. Trigger: /graphify

    1,971 installs
  21. harvard-artifacts-data-engineering-app reason-machines/data-skills

    Build ETL pipelines and analytics dashboards using the Harvard Art Museums API with SQL storage and Streamlit visualization

    1,971 installs
  22. canva-creator anthropics/knowledge-work-plugins

    Takes an approved content brief and executes a campaign end-to-end: builds the posting calendar, generates Canva designs for social posts, drafts caption and email copy, and stages social sends in HubSpot. Canva is used…

    1,970 installs
  23. repomix-explorer yamadashy/repomix

    Analyze or explore a codebase (remote or local repository) by packing it with the Repomix CLI, then reading and searching the generated output. Use when the user wants a high-level understanding of an unfamiliar or larg…

    1,970 installs
  24. autocli nashsu/autocli-skill

    Use autocli CLI to interact with 55+ social/content websites (HackerNews, Reddit, Twitter/X, Bilibili, Zhihu, Weibo, Xiaohongshu, YouTube, Medium, Substack, Douban, WeRead, Linux-do, V2EX, Bloomberg, Google, Arxiv, Wiki…

    1,969 installs
  25. google-search-console kostja94/marketing-skills

    Compatibility pointer for Search Console performance and indexing analysis; maintained in Open Analytics.

    1,969 installs
  26. caveman pandoscope/skills

    Terse chat that stays easy to parse. Drops filler, pleasantries and hedging while keeping full technical accuracy. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or inv…

    1,968 installs
  27. ccf-rebuttal-writer mikubaka88/ccfa-skills

    Write CCF rebuttals, author responses, revision ledgers, response letters, and conservative resubmission plans. Use for 审稿意见回复, rebuttal, revision ledger, and 重投迁移. Ground promises in feasible changes and actual evidenc…

    1,968 installs
  28. daily-stock-analysis reason-machines/trending-skills

    LLM-powered A/H/US stock intelligent analysis system with multi-source data, real-time news, AI decision dashboards, and multi-channel push notifications via GitHub Actions.

    1,968 installs
  29. layers-orient jamiemill/layers-skills

    Diagnostic audit across all seven layers — identifies the bottleneck layer and recommends where to focus

    1,968 installs
  30. react-nextjs-development sickn33/agentic-awesome-skills

    React and Next.js 14+ application development with App Router, Server Components, TypeScript, Tailwind CSS, and modern frontend patterns.

    1,968 installs
  31. skill-creator apollographql/skills

    Guide for creating effective skills for Apollo GraphQL and GraphQL development. Use this skill when: (1) users want to create a new skill, (2) users want to update an existing skill, (3) users ask about skill structure…

    1,968 installs
  32. ccf-project-scaffolder mikubaka88/ccfa-skills

    Initialize CCF project folders, LaTeX templates, artifact directories, and ccfa.yaml. Use for 项目初始化, 目录搭建, template setup, and reproducible workspace scaffolding. Preserve existing files. Workflow planning belongs to cc…

    1,967 installs
  33. ccf-skill-forger mikubaka88/ccfa-skills

    Maintain and audit Codex/CCFA skills, triggers, references, scripts, docs/SVG diagrams, installation dependencies, and release validation. Use for skill维护, GPT model adaptation, and family routing cleanup. Do not perfor…

    1,967 installs
  34. clinical-decision-support k-dense-ai/scientific-agent-skills

    Prepares and validates research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance artifacts. Supports aggregate or synthetic research documentation a…

    1,967 installs
  35. countdown-video iart-ai/tiktok-video-skills

    This skill should be used when the user asks to "make a countdown timer video", "create a countdown animation", "build a stream starting soon countdown", "do an event/launch/sale countdown", "animate a mm:ss or dd:hh:mm…

    1,967 installs
  36. gget k-dense-ai/scientific-agent-skills

    Queries 20+ bioinformatics resources through CLI/Python. Supports quick lookups of gene info, BLAST/BLAT, viral sequence downloads, PDB/mmCIF structures, G2P residue annotations, enrichment analysis, OpenTargets, COSMIC…

    1,967 installs
  37. architecture-diagrams aj-geddes/useful-ai-prompts

    Create system architecture diagrams using Mermaid, PlantUML, C4 model, flowcharts, and sequence diagrams. Use when documenting architecture, system design, data flows, or technical workflows.

    1,966 installs
  38. behavioral-product-design refoundai/lenny-skills

    Help users apply behavioral science to product design. Use when someone is designing for habit formation, reducing friction, applying psychology to UX, increasing retention through behavioral principles, or using nudges…

    1,966 installs
  39. modal k-dense-ai/scientific-agent-skills

    Modal is a serverless cloud platform for running Python on demand, including on-demand GPUs. Use when deploying or serving AI/ML models, running GPU-accelerated workloads (training, fine-tuning, inference), serving web…

    1,966 installs
  40. layers-domain jamiemill/layers-skills

    Techniques for mapping a domain's concepts, terminology conflicts, and bounded contexts — the raw material the conceptual model is built from

    1,965 installs
  41. rdkit k-dense-ai/scientific-agent-skills

    Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions. For standard workflows with simpl…

    1,965 installs
  42. Build AI agents with Pydantic AI — tools, capabilities (including on-demand loading), structured output, streaming, testing, and multi-agent patterns. Use when the user mentions Pydantic AI, imports pydantic_ai, or asks…

    1,964 installs
  43. domain-hunter resciencelab/opc-skills

    Search domains, compare prices, find promo codes, get purchase recommendations. Use when user wants to buy a domain, check domain prices, find domain deals, compare registrars, or search for .ai/.com domains.

    1,964 installs
  44. Guide for selecting and configuring distributed training strategies in NeMo AutoModel, including FSDP2, Megatron FSDP, DDP, and parallelism settings.

    1,964 installs
  45. apollo-federation apollographql/skills

    Guide for authoring Apollo Federation subgraph schemas. Use this skill when: (1) creating new subgraph schemas for a federated supergraph, (2) defining or modifying entities with @key, (3) sharing types/fields across su…

    1,963 installs
  46. astropy k-dense-ai/scientific-agent-skills

    Core Python library for astronomy and astrophysics workflows that need Astropy APIs, including units/quantities, coordinates, FITS I/O, tables, time systems, WCS, and cosmology. Use when implementing or debugging astron…

    1,962 installs
  47. fastapi jezweb/claude-skills

    Build Python APIs with FastAPI, Pydantic v2, and SQLAlchemy 2.0 async. Covers project structure, JWT auth, validation, and database integration with uv package manager. Prevents 7 documented errors. Use when: creating P…

    1,962 installs
  48. huggingface-vision-trainer huggingface/skills

    Trains and fine-tunes vision models for object detection (D-FINE, RT-DETR v2, DETR, YOLOS), image classification (timm models — MobileNetV3, MobileViT, ResNet, ViT/DINOv3 — plus any Transformers classifier), and SAM/SAM…

    1,962 installs
  49. layers-user-needs jamiemill/layers-skills

    Techniques for eliciting and prioritising user needs, pains, and desires — the opportunities that feed product strategy

    1,962 installs
  50. monitor-ci nrwl/nx-ai-agents-config

    Monitor Nx Cloud CI pipeline and handle self-healing fixes. USE WHEN user says "monitor ci", "watch ci", "ci monitor", "watch ci for this branch", "track ci", "check ci status", wants to track CI status, or needs help w…

    1,962 installs