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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.

Finance Stock analysisQuant Trading researchSlides PPT generationDocs PDF parsingExtract Web scraping
16
Shown
10
Tracks
48
Targets
Resolve APITask in, selected skill and install plan out.Skills APIMachine-readable shortlist with trust and safety signals.llms.txtA crawler-friendly entry point for agent surfaces.

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.

  • Mapsui1.5K stars

    Mapsui is a .NET Map component for: MAUI, Avalonia, Uno Platform, Blazor, WPF, WinUI, Windows Forms, Eto Form…

    Trust 88Quality 94geo-science
  • AlgoWiki4.2K stars

    Repository which contains links and resources on different topics of Computer Science.

    Trust 84Quality 84ml-automation
  • Xeokit Sdk903 stars

    3D BIM IFC Viewer SDK for AEC engineering applications. Open Source JavaScript Toolkit based on pure WebGL fo…

    Trust 81Quality 78geo-science

Codex, Claude Code, Cursor

Coding agent skills

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

  • Scientific Agent Skills33K stars

    Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists…

    Trust 91Quality 100data-analysis
  • Auto Empirical Research Skills2.8K stars

    🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. |…

    Trust 86Quality 100agent-skills
  • Awesome Agent Skills For Empirical Research1.8K stars

    🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. |…

    Trust 84Quality 96agent-frameworks

Documents and knowledge

Research and RAG skills

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

  • GraphGen1.0K stars

    GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data Generation

    Trust 87Quality 92rag-knowledge
  • Claude Scientific Skills31K stars

    A set of ready to use Agent Skills for research, science, engineering, analysis, finance and writing.

    Trust 87Quality 100utility
  • OSINT Cheat Sheet2.0K stars

    OSINT cheat sheet, list OSINT tools, wiki, dataset, article, book , red team OSINT for hackers and OSINT tips…

    Trust 83Quality 96security

Markets and quant

Finance and trading skills

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

  • ArcticDB2.4K stars

    ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.

    Trust 82Quality 91data-analysis
  • Salmon893 stars

    🐟 🍣 🍱 Highly-accurate & wicked fast transcript-level quantification from RNA-seq reads using selective ali…

    Trust 81Quality 78geo-science

Crawlers and extraction

Web scraping skills

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

  • Data Science Interviews10K stars

    Data science interview questions and answers

    Trust 88Quality 100ml-automation
  • ModernDive Book807 stars

    Statistical Inference via Data Science: A ModernDive into R and the Tidyverse

    Trust 77Quality 75data-analysis

Prompts, B-roll, explainers

Video creation skills

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

  • Cs Video Courses82K stars

    List of Computer Science courses with video lectures.

    Trust 85Quality 100ml-automation

Images, video, UI

Design and creative skills

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

  • Kedro11K stars

    Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you…

    Trust 90Quality 100ml-automation
  • AI Data Science Team5.3K stars

    An AI-powered data science team of agents to help you perform common data science tasks 10X faster.

    Trust 86Quality 89ml-automation
  • Petals10K stars

    🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

    Trust 84Quality 76ml-automation

Analysis and pipelines

Data and analytics skills

Data analysis, analytics, ETL, notebooks, databases, tables, charts, and reporting workflows.

  • Data Science On Gcp1.4K stars

    Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

    Trust 86Quality 87data-analysis
  • DataScienceProjects816 stars

    The code repository for projects and tutorials in R and Python that covers a variety of topics in data visual…

    Trust 76Quality 72data-analysis
  • Data Science For Beginners36K stars

    10 Weeks, 20 Lessons, Data Science for All!

    Trust 88Quality 100data-analysis

Popular directories

AI agent skills libraryA real library of reusable skills with trust, audit, install, and agent metadata.Open source AI agent skillsOpen-source skill candidates filtered by task fit, GitHub quality, and install safety.Best Codex skillsRepo inspection, code review, testing, web data, and safe install workflows for Codex.Best AI agent skills for stock analysisFinance and market research skills with trust, install, and maintenance signals.Best Codex skills for web scrapingCrawler and extraction skills that agents can shortlist before installing.Best Claude Code skills for PDF parsingDocument conversion, table extraction, OCR, and markdown workflows.Best AI agent skills for football analyticsMatch data, scouting, dashboards, and World Cup analytics workflows.OpenAgentSkill vs skills.shCompare task resolution, trust signals, install handoffs, and registry APIs.OpenAgentSkill vs agentskills.ioCompare directories, agent-readable metadata, audits, and discovery workflows.

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

246

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

246 quality243 maintained

Research

Research and knowledge work

65

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

65 quality65 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

13

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

13 quality13 maintained

Marketing

Marketing and growth automation

10

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

10 quality10 maintained

Design

Design and creative production

55

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

55 quality49 maintained

Data

Data, BI, and analytics

53

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

53 quality49 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

5

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

5 quality5 maintained

World Cup

Football and World Cup analytics

2

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

2 quality2 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
FinanceStock analysisQuantTrading researchSlidesPPT generationDocsPDF parsingExtractWeb scrapingCreativeDesign workflowSportsFootball analytics

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-16 of 450 ranked candidates matching "ai-for-science"

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

1

Data Science For Beginners

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDDATA

10 Weeks, 20 Lessons, Data Science for All!

$ npx skills add microsoft/Data-Science-For-Beginners
35.6K stars75 quality88 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 Data analysis

CLI + Codex · 4 targets

jupyter-notebookdata-analysis
by microsoftDetailsQuick view
2

ML For Beginners

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDCODING

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

$ npx skills add microsoft/ML-For-Beginners
86.9K stars78 quality88 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

jupyter-notebookmachine-learning
by microsoftDetailsQuick view
3

Chronos Forecasting

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDDESIGN

Chronos: Pretrained Models for Time Series Forecasting

$ npx skills add amazon-science/chronos-forecasting
5.5K stars68 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by amazon-scienceDetailsQuick view
4

Data Science On Gcp

VERIFIEDEXCELLENT · 87TRUST · 86SAFE · REVIEWEDDATA

Source code accompanying book: Data Science on the Google Cloud Platform, Valliappa Lakshmanan, O'Reilly 2017

$ npx skills add GoogleCloudPlatform/data-science-on-gcp
1.4K stars57 quality86 trustReviewed5mo 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 Data analysis

CLI + Codex · 4 targets

jupyter-notebookdata-analysis
by GoogleCloudPlatformDetailsQuick view
5

Terraform

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDCODING

Terraform enables you to safely and predictably create, change, and improve infrastructure. It is a source-available tool that codifies APIs into declarative configurati…

$ npx skills add hashicorp/terraform
48.7K stars76 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: License is unclear
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Coding agents

CLI + Codex · 4 targets

goterraform
by hashicorpDetailsQuick view
6

Plantcv

STRONG · 77TRUST · 79SAFE · REVIEWEDCODING

Plant phenotyping with image analysis

$ npx skills add danforthcenter/plantcv
798 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

pythonbioinformatics
by danforthcenterDetailsQuick view
7

Biopython

VERIFIEDEXCELLENT · 94TRUST · 83SAFE · REVIEWEDCODING

Official git repository for Biopython (originally converted from CVS)

$ npx skills add biopython/biopython
5.1K stars68 quality83 trustReviewed with permission notes2mo 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: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

pythonbioinformatics
by biopythonDetailsQuick view
8

Nextflow

VERIFIEDEXCELLENT · 98TRUST · 85SAFE · REVIEWEDDATA

A DSL for data-driven computational pipelines

$ npx skills add nextflow-io/nextflow
3.4K stars66 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 Browser automation

CLI + Codex · 4 targets

groovybioinformatics
by nextflow-ioDetailsQuick view
9

ColabFold

VERIFIEDEXCELLENT · 97TRUST · 86SAFE · REVIEWEDDATA

Making Protein folding accessible to all!

$ npx skills add sokrypton/ColabFold
2.8K stars66 quality86 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 Data analysis

CLI + Codex · 4 targets

jupyter-notebookbioinformatics
by sokryptonDetailsQuick view
10

Scanpy

VERIFIEDEXCELLENT · 96TRUST · 86SAFE · REVIEWEDCODING

Single-cell analysis in Python. Scales to >100M cells.

$ npx skills add scverse/scanpy
2.5K stars65 quality86 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 scverseDetailsQuick view
11

Fastp

VERIFIEDEXCELLENT · 96TRUST · 88SAFE · REVIEWEDCODING

An ultra-fast all-in-one FASTQ preprocessor (QC/adapters/trimming/filtering/splitting/merging...)

$ npx skills add OpenGene/fastp
2.4K stars65 quality88 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

c++bioinformatics
by OpenGeneDetailsQuick view
12

Minimap2

VERIFIEDEXCELLENT · 91TRUST · 82SAFE · REVIEWEDCODING

A versatile pairwise aligner for genomic and spliced nucleotide sequences

$ npx skills add lh3/minimap2
2.2K stars65 quality82 trustReviewed with permission notes3mo 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: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

cbioinformatics
by lh3DetailsQuick view
13

MMseqs2

VERIFIEDEXCELLENT · 96TRUST · 86SAFE · REVIEWEDCODING

MMseqs2: ultra fast and sensitive search and clustering suite

$ npx skills add soedinglab/MMseqs2
2.1K stars65 quality86 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

cbioinformatics
by soedinglabDetailsQuick view
14

Gatk

VERIFIEDEXCELLENT · 90TRUST · 81SAFE · REVIEWEDCODING

Official code repository for GATK versions 4 and up

$ npx skills add broadinstitute/gatk
2.0K stars65 quality81 trustReviewed with permission notes2mo 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: License is unclear
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Coding agents

CLI + Codex · 4 targets

javabioinformatics
by broadinstituteDetailsQuick view
15

Cookiecutter Data Science

VERIFIEDEXCELLENT · 99TRUST · 88SAFE · REVIEWEDCODING

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

$ npx skills add drivendataorg/cookiecutter-data-science
9.9K stars67 quality88 trustReviewed4mo 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

pythonmachine-learning
by drivendataorgDetailsQuick view
16

Bioconda Recipes

VERIFIEDEXCELLENT · 95TRUST · 83SAFE · REVIEWEDCODING

Conda recipes for the bioconda channel.

$ npx skills add bioconda/bioconda-recipes
1.8K stars65 quality83 trustReviewed with permission notes2mo 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario GitHub automation

CLI + Codex · 4 targets

shellbioinformatics
by biocondaDetailsQuick view

Page 1

Showing the strongest 16 results to keep the registry fast for humans and agents. Refine by use case, platform, stars, or search query for a narrower shortlist.

Try the agent resolve API