AI Agent Skill Repository

AI Agent Skills Directory

Browse reusable skills for Codex, Claude Code, Cursor, finance, research, web scraping, PPT, football analytics, data, marketing, design, and more.

Browse by scenario

Real skills, grouped by the work your agent needs to finish.

Each directory entry links to real skill pages with GitHub adoption, trust score, install handoff, risk notes, and agent-readable metadata. Use these as starting points when you want a shortlist before asking an agent to install anything.

Design to deployment

Frontend and UI skills

Design direction, Figma implementation, UI review, React performance, browser QA, and safe preview deployments.

  • This skill encodes Emil Kowalski's philosophy on UI polish, component design, animation decisions, and the in…

    Trust 91Quality 100design-creative
  • Pinme3.7K stars

    Deploy Your Frontend in a Single Command. Claude Code Skills supported.

    Trust 86Quality 100development
  • Core13K stars

    A toolchain for building scalable, enterprise-ready component systems on top of TypeScript and Web Component…

    Trust 86Quality 100design-creative

Codex, Claude Code, Cursor

Coding agent skills

Code review, repo inspection, testing, planning, shipping, and engineering workflows for coding agents.

  • 🪧 Claude Code / Codex skill — generate Xiaohongshu carousels & WeChat 21:9+1:1 cover pairs. Editorial × Swis…

    Trust 87Quality 99development
  • A meta-skill that produces skills. Point it at any codebase and it distills the project's rules, workflows, a…

    Trust 76Quality 84development
  • Agent Skill that transforms AI assistants into expert economics paper writers. Synthesizes 50+ guides by Coch…

    Trust 85Quality 94research

Documents and knowledge

Research and RAG skills

Research, recent-events briefings, PDF parsing, markdown conversion, RAG ingestion, and knowledge workflows.

  • FinSight AI1.2K stars

    AI equity research agent with resilient workflows, Redis Lua single-flight, pgvector RAG, versioned reports,…

    Trust 87Quality 93rag-knowledge
  • JamAIBase1.1K stars

    The collaborative spreadsheet for AI. Chain cells into powerful pipelines, experiment with prompts and models…

    Trust 87Quality 93rag-knowledge
  • Zola17K stars

    A fast static site generator in a single binary with everything built-in. https://www.getzola.org

    Trust 90Quality 100document-processing

Markets and quant

Finance and trading skills

Stock analysis, market research, quant backtesting, financial data, and investment research skills.

  • Ofxtools343 stars

    Python OFX Library

    Trust 73Quality 69finance
  • A set of ready to use Agent Skills for research, science, engineering, analysis, finance and writing.

    Trust 87Quality 100utility

Crawlers and extraction

Web scraping skills

Crawling, scraping, extraction, browser automation, structured data capture, and website-to-markdown workflows.

  • Run a high-fidelity browser-based web archiving crawler in a single Docker container

    Trust 86Quality 96web-automation
  • Single File Cli1.4K stars

    CLI tool for saving a faithful copy of a complete web page in a single HTML file (based on SingleFile)

    Trust 80Quality 79web-automation
  • Dompdf.Js1.2K stars

    Convert HTML to a multi-thousand-page vector PDF with a single line of frontend code

    Trust 86Quality 93document-processing

Slides and decks

PPT and presentation skills

Presentation generation, editable PPTX, slide decks, speaker notes, and visual storytelling workflows.

  • OfficeCLI8.2K stars

    OfficeCLI is the first and best Office suite purpose-built for AI agents to read, edit, and automate Word, Ex…

    Trust 87Quality 100design-creative
  • Apple Design18K stars

    Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or…

    Trust 91Quality 100design-creative
  • Reviews animation and motion code against a high craft bar derived from Emil Kowalski's design engineering ph…

    Trust 91Quality 100design-creative

Prompts, B-roll, explainers

Video creation skills

Video-generation prompts, B-roll, Vox-style explainers, camera direction, captions, and creative-production workflows.

  • Bilingual (中文+EN) ML / LLM / diffusion / agent interview cheat sheets for AI 秋招 — generated by ARIS /intervie…

    Trust 78Quality 82media-automation
  • ReCamMaster1.8K stars

    [ICCV'25 Best Paper Finalist] ReCamMaster: Camera-Controlled Generative Rendering from A Single Video

    Trust 84Quality 80robotics-iot

Images, video, UI

Design and creative skills

Image, video, creative production, UI design, multimodal generation, and visual workflow skills.

  • Local AI desktop app — chat, agent mode, image gen, video gen. Supports Ollama, Gemma 4, Llama, Qwen, OpenAI,…

    Trust 76Quality 72media-automation
  • UNO1.4K stars

    [ICCV 2025] 🔥🔥 UNO: A Universal Customization Method for Both Single and Multi-Subject Conditioning

    Trust 84Quality 79media-automation
  • TTS WebUI3.2K stars

    A single Gradio + React WebUI with extensions for ACE-Step, OmniVoice, Kimi Audio, Piper TTS, GPT-SoVITS, Cos…

    Trust 88Quality 100media-automation

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

219

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

219 quality215 maintained

Research

Research and knowledge work

83

Deep research, source comparison, literature review, RAG, knowledge search, and reports.

83 quality80 maintained

Presentation

Presentation and deck workflows

1

PPTX generation, HTML slides, pitch decks, speaker notes, and presentation workflow skills.

1 quality1 maintained

Finance

Finance and quant workflows

14

Market data, SEC filings, portfolio analysis, quant research, backtesting, and risk workflows.

14 quality14 maintained

Marketing

Marketing and growth automation

12

SEO, content operations, lead generation, CRM, email automation, analytics, and growth workflows.

12 quality12 maintained

Design

Design and creative production

61

Design assets, images, video, audio, multimodal media, presentation, and creative production skills.

61 quality57 maintained

Data

Data, BI, and analytics

49

CSV, SQL, notebooks, dashboards, data pipelines, BI, ETL, and spreadsheet analysis.

49 quality46 maintained

Legal

Legal, policy, and compliance

11

Contract analysis, privacy, policy review, compliance checks, governance, and document risk review.

11 quality11 maintained

Education

Education and tutoring

6

Tutoring, course generation, quizzes, learning analytics, classrooms, and teaching workflows.

6 quality6 maintained

World Cup

Football and World Cup analytics

3

Football data, World Cup dashboards, xG, match prediction, scouting, and sports analytics.

3 quality3 maintained

High-intent entry points

Start from the task, not a keyword list.

These shortcuts use the same trust, supply, and relevance signals as the registry API, so humans and agents land on a useful shortlist faster.

Agent-readable index

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-16 of 448 ranked candidates matching "single-cell-genomics"

Best blend of quality, stars, freshness, and agent usage

1

Rapids Singlecell

STRONG · 74TRUST · 76SAFE · REVIEWEDCODING

rapids-singlecell: GPU-accelerated framework for scRNA analysis

$ npx skills add scverse/rapids-singlecell
377 stars52 quality76 trustReviewed with permission notes2mo since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

pythonbioinformatics
by scverseDetailsQuick view
2

Squidpy

STRONG · 76TRUST · 79SAFE · REVIEWEDDATA

Spatial Single Cell Analysis in Python

$ npx skills add scverse/squidpy
578 stars53 quality79 trustReviewed1mo since pushSafe to try
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Data analysis

CLI + Codex · 4 targets

pythondata-visualization
by scverseDetailsQuick view
3

Celltypist

STRONG · 75TRUST · 77SAFE · REVIEWEDDESIGN

A tool for semi-automatic cell type classification

$ npx skills add Teichlab/celltypist
490 stars53 quality77 trustReviewed with permission notes2mo since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by TeichlabDetailsQuick view
4

MLLMCelltype

STRONG · 76TRUST · 79SAFE · REVIEWEDCODING

Cell type annotation for single-cell RNA-seq using multi-LLM consensus

$ npx skills add cafferychen777/mLLMCelltype
646 stars53 quality79 trustReviewed2mo since pushSafe to try
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario GitHub automation

CLI + Codex · 4 targets

pythonbioinformatics
by cafferychen777DetailsQuick view
5

Single File Cli

VERIFIEDSTRONG · 79TRUST · 80SAFE · EXPERIMENTALCODING

CLI tool for saving a faithful copy of a complete web page in a single HTML file (based on SingleFile)

$ npx skills add gildas-lormeau/single-file-cli
1.4K stars53 quality80 trustExperimental8mo since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Coding agents

CLI + Codex · 4 targets

javascriptweb-automation
by gildas-lormeauDetailsQuick view
6

Getting Started With Genomics Tools And Resources

VERIFIEDSTRONG · 74TRUST · 76SAFE · EXPERIMENTALCODING

Unix, R and python tools for genomics and data science

$ npx skills add crazyhottommy/getting-started-with-genomics-tools-and-resources
1.4K stars53 quality76 trustExperimental11mo since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation

CLI + Codex · 4 targets

shellbioinformatics
by crazyhottommyDetailsQuick view
7

Cellrank

STRONG · 75TRUST · 77SAFE · REVIEWEDCODING

CellRank: dynamics from multi-view single-cell data

$ npx skills add scverse/cellrank
453 stars52 quality77 trustReviewed with permission notes2mo since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

pythonbioinformatics
by scverseDetailsQuick view
8

SingleFile

VERIFIEDEXCELLENT · 100TRUST · 83SAFE · EXPERIMENTALCODING

Web Extension for saving a faithful copy of a complete web page in a single HTML file

$ npx skills add gildas-lormeau/SingleFile
21.6K stars67 quality83 trustExperimentalBrowser agents5mo since pushNeeds review
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustGood trust signals with a few areas worth checking before rollout.Review: Documentation summary is thin
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Testing and QA

Browser agents + CLI · 4 targets

javascriptpuppeteer
by gildas-lormeauDetailsQuick view
9

SingleFileZ

VERIFIEDEXCELLENT · 92TRUST · 80SAFE · EXPERIMENTALCODING

Web Extension to save a faithful copy of an entire web page in a self-extracting ZIP file

$ npx skills add gildas-lormeau/SingleFileZ
1.9K stars62 quality80 trustExperimentalBrowser agents3mo since pushNeeds review
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustGood trust signals with a few areas worth checking before rollout.Review: Documentation summary is thin
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Testing and QA

Browser agents + CLI · 4 targets

javascriptpuppeteer
by gildas-lormeauDetailsQuick view
10

Excellentexport

VERIFIEDEXCELLENT · 94TRUST · 85SAFE · REVIEWEDDATA

Javascript export to Excel

$ npx skills add jmaister/excellentexport
1.5K stars64 quality85 trustReviewed2mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustGood trust signals with a few areas worth checking before rollout.Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Data analysis

CLI + Codex · 4 targets

typescriptcsv
by jmaisterDetailsQuick view
11

Omicverse

VERIFIEDEXCELLENT · 92TRUST · 87SAFE · REVIEWEDCODING

A python library for multi omics included bulk, single cell and spatial RNA-seq analysis.

$ npx skills add omicverse/omicverse
1.0K stars63 quality87 trustReviewed2mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario GitHub automation

CLI + Codex · 4 targets

pythonbioinformatics
by omicverseDetailsQuick view
12

Adam

VERIFIEDEXCELLENT · 86TRUST · 85SAFE · REVIEWEDDATA

ADAM is a genomics analysis platform with specialized file formats built using Apache Avro, Apache Spark, and Apache Parquet. Apache 2 licensed.

$ npx skills add bigdatagenomics/adam
1.1K stars56 quality85 trustReviewed5mo since pushSafe to try
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustGood trust signals with a few areas worth checking before rollout.Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Browser automation

CLI + Codex · 4 targets

scalabioinformatics
by bigdatagenomicsDetailsQuick view
13

Cello

STRONG · 78TRUST · 79SAFE · REVIEWEDCODING

Operating System for Enterprise Blockchain

$ npx skills add hyperledger-cello/cello
917 stars54 quality79 trustReviewed2mo since pushSafe to try
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario GitHub automation

CLI + Codex · 4 targets

pythonblockchain
by hyperledger-celloDetailsQuick view
14

Signac

PROMISING · 69TRUST · 73SAFE · REVIEWEDCODING

R toolkit for the analysis of single-cell chromatin data

$ npx skills add stuart-lab/signac
419 stars52 quality73 trustReviewed with permission notes1mo since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.
TrustGood trust signals with a few areas worth checking before rollout.Review: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

rbioinformatics
by stuart-labDetailsQuick view
15

GTDBTk

STRONG · 76TRUST · 81SAFE · REVIEWEDCODING

GTDB-Tk: a toolkit for assigning objective taxonomic classifications to bacterial and archaeal genomes.

$ npx skills add Ecogenomics/GTDBTk
607 stars53 quality81 trustReviewed3mo since pushSafe to try
QualitySolid option that is likely worth shortlisting for production workflows.
TrustGood trust signals with a few areas worth checking before rollout.Review: Quality score needs review
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario GitHub automation

CLI + Codex · 4 targets

pythonbioinformatics
by EcogenomicsDetailsQuick view
16

Crawl4AI

VERIFIEDEXCELLENT · 100TRUST · 90SAFE · REVIEWEDRESEARCH

Web crawling built for AI

$ npx skills add unclecode/crawl4ai
4 agent calls100% success73.1K stars80 quality90 trustReviewedClaude Code + OpenAI Agents19d since pushSafe to try31.0K installs
QualityHigh-confidence pick with strong adoption and healthy maintenance signals.
TrustStrong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/…Review: Documentation summary is thin
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Research agents

Claude Code + OpenAI Agents · 4 targets

claudegpt-4langchaincrewaiopenclaw
by unclecodeDetailsQuick view

Page 1

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