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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.

  • Frontend Design166K stars

    Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product…

    Trust 88Quality 100design-creative
  • Luxembourg Accessibility Skillset31 stars

    A set of skills including RAWeb, RAM, and RAPDF coverage for AI (targeting Claude Code)

    Trust 74Quality 66coding-agents
  • Dokploy36K stars

    Open Source Alternative to Vercel, Netlify and Heroku.

    Trust 85Quality 100devops

Codex, Claude Code, Cursor

Coding agent skills

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

  • Code Review169K stars

    Review a diff separately for code standards and spec compliance.

    Trust 91Quality 100coding-agents
  • Agent Skills81K stars

    Production-grade engineering skills for AI coding agents.

    Trust 86Quality 100agent-skills
  • Agent Skills68 stars

    PRB's collection of agent skills

    Trust 78Quality 70coding-agents

Documents and knowledge

Research and RAG skills

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

  • JamAIBase1.1K stars

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

    Trust 87Quality 93rag-knowledge
  • Prompttools3.0K stars

    Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and…

    Trust 86Quality 90rag-knowledge
  • Ocrtoolkit101 stars

    Experiment and integrate with different OCR frameworks seamlessly

    Trust 68Quality 40document-processing

Markets and quant

Finance and trading skills

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

  • Trials133 stars

    Our codebase trials provide an implementation of the Select and Trade paper, which proposes a new paradigm fo…

    Trust 70Quality 47finance
  • Scenario Lab303 stars

    Experimental scenario analysis for real-life events forecasting with Codex or Claude

    Trust 77Quality 70finance
  • Deepstock482 stars

    Technical experimentations to beat the stock market using deep learning :chart_with_upwards_trend:

    Trust 67Quality 42finance

Crawlers and extraction

Web scraping skills

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

  • Crawl4AI73K stars

    Web crawling built for AI

    Trust 90Quality 100web-automation
  • Scribbler381 stars

    Scribbler - JavaScript Notebook Tool for experimenting in JavaScript. Runs in the browser without a backend.…

    Trust 74Quality 59data-analysis
  • Webapp Testing166K stars

    Use Playwright to interact with and test local web applications, capture screenshots, debug UI behavior, and…

    Trust 87Quality 100browser-automation

Slides and decks

PPT and presentation skills

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

  • Animation Vocabulary17K stars

    Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact ter…

    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.

  • ShortGPT7.4K stars

    🚀🎬 ShortGPT - Experimental AI framework for youtube shorts / tiktok channel automation

    Trust 83Quality 73automation
  • Bullshit Detector83 stars

    Agent skills that fact-check the internet: claim-by-claim verification with sources and a 0-10 BS score for a…

    Trust 76Quality 74utility

Images, video, UI

Design and creative skills

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

  • Aim6.2K stars

    Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

    Trust 87Quality 100ml-automation
  • Imgaug15K stars

    Image augmentation for machine learning experiments.

    Trust 80Quality 78ml-automation
  • DiffusionFastForward682 stars

    DiffusionFastForward: a free course and experimental framework for diffusion-based generative models

    Trust 73Quality 49media-automation

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

214

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

206 quality199 maintained

Research

Research and knowledge work

77

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

75 quality74 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

18

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

15 quality14 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

68

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

58 quality52 maintained

Data

Data, BI, and analytics

45

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

37 quality36 maintained

Legal

Legal, policy, and compliance

10

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

10 quality10 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.

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 438 ranked candidates matching "experiment"

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

1

Machine Learning Experiments

VERIFIEDSTRONG · 80TRUST · 83SAFE · REVIEWEDDESIGN

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

$ npx skills add trekhleb/machine-learning-experiments
1.8K stars54 quality83 trustReviewed with permission notes8mo 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

jupyter-notebookmachine-learning
by trekhlebDetailsQuick view
2

2d Space Colonization Experiments

NEEDS REVIEW · 52TRUST · 70SAFE · EXPERIMENTALDESIGN

Visual experiments exploring space colonization as a 2D morphogenesis tool.

$ npx skills add jasonwebb/2d-space-colonization-experiments
223 stars39 quality70 trustExperimental8mo since pushNeeds review
QualityInspect the repository carefully before adding it to an agent workflow.
TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Design and creative

CLI + Codex · 4 targets

javascriptcreative-coding
by jasonwebbDetailsQuick view
3

2d Differential Growth Experiments

NEEDS REVIEW · 39TRUST · 65SAFE · BLOCKEDDESIGN

Visual experiments exploring differential growth as a 2D morphogenesis tool.

$ npx skills add jasonwebb/2d-differential-growth-experiments
266 stars36 quality65 trustBlocked for auto-install3y since pushRisky
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear
Safety gateThis skill should not be selected by an agent without explicit human security review.

Scenario Design and creative

CLI + Codex · 4 targets

javascriptcreative-coding
by jasonwebbDetailsQuick view
4

Ipyexperiments

NEEDS REVIEW · 39TRUST · 67SAFE · BLOCKEDDATA

Automatic GPU+CPU memory profiling, re-use and memory leaks detection using jupyter/ipython experiment containers

$ npx skills add stas00/ipyexperiments
234 stars35 quality67 trustBlocked for auto-install3y since pushRisky
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear
Safety gateThis skill should not be selected by an agent without explicit human security review.

Scenario Data analysis

CLI + Codex · 4 targets

jupyter-notebooknotebook
by stas00DetailsQuick view
5

SDU Sql Experiment Bookdb

NEEDS REVIEW · 48TRUST · 68SAFE · EXPERIMENTALDATA

山东大学，数据库课程设计实验，图书管理系统（SQL数据库+Python可视化界面）

$ npx skills add hwdqm88/SDU_sql_experiment_bookdb
102 stars37 quality68 trustExperimental8mo since pushNeeds review
QualityInspect the repository carefully before adding it to an agent workflow.
TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Database and SQL

CLI + Codex · 4 targets

pythonsql
by hwdqm88DetailsQuick view
6

Volplugin

NEEDS REVIEW · 39TRUST · 66SAFE · BLOCKEDCODING

**EXPERIMENTAL** Contiv Storage: Policy backed Clustered Storage (via Ceph or NFS) for Docker

$ npx skills add contiv-experimental/volplugin
217 stars35 quality66 trustBlocked for auto-install2y since pushRisky
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustPotentially useful, but at least one trust signal needs human inspection.Review: License is unclear
Safety gateThis skill should not be selected by an agent without explicit human security review.

Scenario Coding agents

CLI + Codex · 4 targets

gokubernetes
by contiv-experimentalDetailsQuick view
7

Kspan

NEEDS REVIEW · 49TRUST · 71SAFE · EXPERIMENTALCODING

Turning Kubernetes Events into spans

$ npx skills add weaveworks-experiments/kspan
806 stars39 quality71 trustExperimental3y since pushNeeds review
QualityInspect the repository carefully before adding it to an agent workflow.Check: Repository looks stale
TrustPotentially useful, but at least one trust signal needs human inspection.Review: Repository looks stale
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario GitHub automation

CLI + Codex · 4 targets

gokubernetes
by weaveworks-experimentsDetailsQuick view
8

Posthog

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDMARKETING

🦔 PostHog is an all-in-one developer platform for building successful products. We offer product analytics, web analytics, session replay, error tracking, feature flags…

$ npx skills add PostHog/posthog
35.1K 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: License is unclear
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Marketing and growth

CLI + Codex · 4 targets

pythonanalytics
by PostHogDetailsQuick view
9

Wandb

VERIFIEDEXCELLENT · 100TRUST · 91SAFE · REVIEWEDCODING

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

$ npx skills add wandb/wandb
11.2K stars72 quality91 trustReviewed11d 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 Coding agents

CLI + Codex · 4 targets

pythonmachine-learning
by wandbDetailsQuick view
10

Clearml

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · REVIEWEDCODING

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps so…

$ npx skills add clearml/clearml
6.7K stars69 quality89 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

pythonmachine-learning
by clearmlDetailsQuick view
11

Aim

VERIFIEDEXCELLENT · 100TRUST · 87SAFE · REVIEWEDDESIGN

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

$ npx skills add aimhubio/aim
6.2K 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 aimhubioDetailsQuick view
12

Litmus

VERIFIEDEXCELLENT · 100TRUST · 89SAFE · REVIEWEDCODING

Litmus helps SREs and developers practice chaos engineering in a Cloud-native way. Chaos experiments are published at the ChaosHub (https://hub.litmuschaos.io). Communit…

$ npx skills add litmuschaos/litmus
5.4K stars68 quality89 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 Testing and QA

CLI + Codex · 4 targets

gokubernetes
by litmuschaosDetailsQuick view
13

Auto Deep Researcher 24x7

VERIFIEDEXCELLENT · 93TRUST · 87SAFE · REVIEWEDRESEARCH

🔥 An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.

$ npx skills add Xiangyue-Zhang/auto-deep-researcher-24x7
1.2K stars63 quality87 trustReviewedClaude Code2mo 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 Research agents

Claude Code + CLI · 4 targets

pythonresearch-agent
by Xiangyue-ZhangDetailsQuick view
14

Kedro Viz

STRONG · 77TRUST · 81SAFE · REVIEWEDDATA

Visualise your Kedro data and machine-learning pipelines and track your experiments.

$ npx skills add kedro-org/kedro-viz
750 stars54 quality81 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 Data analysis

CLI + Codex · 4 targets

javascriptdata-visualization
by kedro-orgDetailsQuick view
15

Stable Baselines3 Contrib

STRONG · 77TRUST · 81SAFE · REVIEWEDCODING

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

$ npx skills add Stable-Baselines-Team/stable-baselines3-contrib
723 stars54 quality81 trustReviewedOpenAI Agents2mo 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 Coding agents

OpenAI Agents + CLI · 4 targets

pythonrobotics
by Stable-Baselines-TeamDetailsQuick view
16

Favbox

STRONG · 77TRUST · 79SAFE · REVIEWEDRESEARCH

🔖 FavBox is a local-first experimental browser extension that enhances and simplifies bookmark management without cloud storage or third-party services.

$ npx skills add dd3v/favbox
698 stars54 quality79 trustReviewed with permission notesBrowser agents2mo 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario RAG and knowledge

Browser agents + CLI · 4 targets

vueproductivity
by dd3vDetailsQuick view

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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.

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