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.

  • Design data, including design tokens, component schemas, and tooling for Spectrum, Adobe's design system.

    Trust 78Quality 70design-creative
  • Spectrum Css1.3K stars

    The standard CSS implementation of the Spectrum design language.

    Trust 85Quality 93design-creative
  • :electron: Electron Forge with shadcn-ui (Vite + Typescript)

    Trust 79Quality 80browser-automation

Codex, Claude Code, Cursor

Coding agent skills

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

  • Ruler2.8K stars

    Ruler — apply the same rules to all coding agents

    Trust 85Quality 97coding-agents
  • Kicad Happy754 stars

    AI coding agent skills for KiCad electronics design. Works with Claude Code and OpenAI Codex. Analyze schemat…

    Trust 82Quality 86agent-skills
  • App It209 stars

    A Claude Code + Codex skill that turns a local project into a macOS Dock-launchable app — native window, its…

    Trust 75Quality 71development

Documents and knowledge

Research and RAG skills

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

  • :closed_book: A minimal Markdown editor desktop app

    Trust 83Quality 82document-processing
  • Agent-led recent-trends research across social, prediction markets, video, code, and the web.

    Trust 91Quality 100research
  • OpenComic1.9K stars

    Comic and Manga reader, written with Node.js and using Electron

    Trust 86Quality 98document-processing

Markets and quant

Finance and trading skills

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

  • Using python and scikit-learn to make stock predictions

    Trust 78Quality 67finance
  • Stocks375 stars

    Programs for stock prediction and evaluation

    Trust 77Quality 74finance
  • An extension for Nautilus Trader

    Trust 75Quality 70finance

Crawlers and extraction

Web scraping skills

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

  • Dedoc712 stars

    Dedoc is a library (service) for automate documents parsing and bringing to a uniform format. It automaticall…

    Trust 80Quality 83document-processing
  • Doctr6.1K stars

    docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks po…

    Trust 88Quality 100document-processing
  • Every Pdf1.2K stars

    ✍️ A powerful, all-in-one desktop PDF toolkit to edit, convert, merge, and secure your documents. Built with…

    Trust 86Quality 93document-processing

Slides and decks

PPT and presentation skills

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

  • Skills194 stars

    Agent Skills for theming AI desktop apps: reference image → reversible Codex/WorkBuddy skin → verify, repair,…

    Trust 86Quality 89design-creative

Prompts, B-roll, explainers

Video creation skills

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

  • Nomi107 stars

    Open-source, local-first desktop app for AI video creation: write a script → generate images & video → edit o…

    Trust 73Quality 68media-automation
  • A ComfyUI node pack that implements FreeLong (NeurIPS 2024) spectral blending for Wan 2.2 video generation

    Trust 72Quality 54media-automation

Images, video, UI

Design and creative skills

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

  • VAR8.7K stars

    [NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. o…

    Trust 86Quality 93media-automation
  • Faster Whisper transcription with CTranslate2

    Trust 85Quality 93media-automation
  • Whisper command line client compatible with original OpenAI client based on CTranslate2.

    Trust 84Quality 87media-automation

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

215

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

215 quality211 maintained

Research

Research and knowledge work

75

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

37

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

37 quality33 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

64

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

64 quality59 maintained

Data

Data, BI, and analytics

41

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

41 quality38 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

7

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

7 quality7 maintained

World Cup

Football and World Cup analytics

4

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

4 quality4 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 63 ranked candidates matching "ctr-prediction"

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

1

Football Prediction Project

PROMISING · 66TRUST · 75SAFE · REVIEWEDCODING

This project pulls past game data from api-football, and uses this to predict the outcome of future premier league matches with the use of classical machine learning tec…

$ npx skills add mhaythornthwaite/Football_Prediction_Project
301 stars44 quality75 trustReviewed with permission notes4mo since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.
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

pythonsports-data
by mhaythornthwaiteDetailsQuick view
2

NBA Prediction Sports Betting

PROMISING · 60TRUST · 72SAFE · REVIEWEDCODING

NBA sports betting app using machine learning

$ npx skills add whisdev/NBA-prediction-sports-betting
90 stars44 quality72 trustReviewed with permission notes2mo 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

typescriptsports-analytics
by whisdevDetailsQuick view
3

ProphitBet Soccer Bets Predictor

STRONG · 79TRUST · 79SAFE · REVIEWEDWORLD CUP

ProphitBet is a Machine Learning Soccer Bet prediction application. It analyzes the form of teams, computes match statistics and predicts the outcomes of a match using A…

$ npx skills add kochlisGit/ProphitBet-Soccer-Bets-Predictor
538 stars50 quality79 trustReviewed with permission notes4mo 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 Sports analytics

CLI + Codex · 4 targets

pythonsports-data
by kochlisGitDetailsQuick view
4

Openthomas

STRONG · 74TRUST · 77SAFE · REVIEWEDWORLD CUP

Open-source Bayesian trading AI agent for prediction markets.

$ npx skills add realworkagent/openthomas
360 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 Sports analytics

CLI + Codex · 4 targets

typescriptworld-cup
by realworkagentDetailsQuick view
5

StatsBomb Open Data

EXCELLENT · 100TRUST · 78SAFE · REVIEWEDWORLD CUP

Open football event data for match analysis, xG research, scouting, and World Cup-style dashboards.

$ npx skills add statsbomb/open-data
3.9K stars82 quality78 trustReviewedClaude Code + OpenAI Agents2mo since pushSafe to try4.7K installs
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 gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Sports analytics

Claude Code + OpenAI Agents · 4 targets

pythoncodexclaude-code
by statsbombDetailsQuick view
6

mplsoccer

EXCELLENT · 97TRUST · 78SAFE · REVIEWEDWORLD CUP

Football pitch plotting and soccer analytics visuals for match reports and dashboards.

$ npx skills add andrewRowlinson/mplsoccer
1.1K stars78 quality78 trustReviewedOpenAI Agents2mo since pushSafe to try1.3K installs
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 gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Sports analytics

OpenAI Agents + CLI · 4 targets

pythoncodex
by andrewRowlinsonDetailsQuick view
7

Howcryptoworksbook

PROMISING · 65TRUST · 76SAFE · REVIEWEDFINANCE

A free, open-source book that explains how crypto actually works. 15 chapters covering Bitcoin, Ethereum, Solana, DeFi, MEV, market structure, custody, stablecoins, gove…

$ npx skills add lawmaster10/howcryptoworksbook
833 stars47 quality76 trustReviewed with permission notes5mo 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 Finance and quant

CLI + Codex · 4 targets

blockchain
by lawmaster10DetailsQuick view
8

Wc2026 Crypto Sportsbook

STRONG · 74TRUST · 76SAFE · REVIEWEDFINANCE

2026 FIFA World Cup crypto sportsbook | soccer football betting platform | React TypeScript Vite | MetaMask wallet EIP-191 | live WebSocket odds scores | bet settlement…

$ npx skills add MstKail/wc2026-crypto-sportsbook
324 stars51 quality76 trustReviewed with permission notes1mo 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Finance and quant

CLI + Codex · 4 targets

typescriptblockchain
by MstKailDetailsQuick view
9

Oracle3

PROMISING · 69TRUST · 78SAFE · REVIEWEDFINANCE

Prediction-market trading engine — Wang Transform pricing on 291K+ contracts; paper-traded across Kalshi · Polymarket · Solana DFlow (Jito bundles) · 633 tests

$ npx skills add YichengYang-Ethan/oracle3
254 stars48 quality78 trustReviewed with permission notes3mo since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.
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 Finance and quant

CLI + Codex · 4 targets

pythonon-chain-analytics
by YichengYang-EthanDetailsQuick view
10

RecSys

VERIFIEDPROMISING · 63TRUST · 75SAFE · EXPERIMENTALDESIGN

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

$ npx skills add mJackie/RecSys
2.1K stars50 quality75 trustExperimental7y since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.Check: Repository looks stale
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 Multimodal media

CLI + Codex · 4 targets

machine-learning
by mJackieDetailsQuick view
11

Conformal Prediction

VERIFIEDSTRONG · 78TRUST · 82SAFE · REVIEWEDDATA

Lightweight, useful implementation of conformal prediction on real data.

$ npx skills add aangelopoulos/conformal-prediction
1.1K stars52 quality82 trustReviewed with permission notes9mo 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 Data analysis

CLI + Codex · 4 targets

jupyter-notebookcomputer-vision
by aangelopoulosDetailsQuick view
12

Nba Prediction

PROMISING · 65TRUST · 74SAFE · REVIEWEDCODING

A project to deploy an online app that predicts the win probability for each NBA game every day. Demonstrates end-to-end Machine Learning deployment.

$ npx skills add cmunch1/nba-prediction
307 stars48 quality74 trustReviewed with permission notes4mo 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

jupyter-notebookgithub
by cmunch1DetailsQuick view
13

Prediction Market Backtesting

STRONG · 70TRUST · 75SAFE · REVIEWEDFINANCE

An extension for Nautilus Trader

$ npx skills add evan-kolberg/prediction-market-backtesting
976 stars52 quality75 trustReviewed with permission notes3mo 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 gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Finance and quant

CLI + Codex · 4 targets

pythonbacktesting
by evan-kolbergDetailsQuick view
14

AI Bank Statement Document Automation By LLM model and Personal Finanical Analysis

$ npx skills add johnsonhk88/AI-Bank-Statement-Document-Automation-By-LLM-And-Personal-Finanical-Analysis-Prediction
584 stars53 quality80 trustReviewed with permission notesLangChain2mo 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 Document processing

LangChain + CLI · 4 targets

jupyter-notebookai-agents
by johnsonhk88DetailsQuick view
15

Stock Prediction Deep Neural Learning

PROMISING · 62TRUST · 77SAFE · REVIEWEDFINANCE

Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting

$ npx skills add JordiCorbilla/stock-prediction-deep-neural-learning
683 stars43 quality77 trustReviewed with permission notes7mo since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.
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 Finance and quant

CLI + Codex · 4 targets

jupyter-notebookfinance
by JordiCorbillaDetailsQuick view
16

Prediction Markets Trading Bot Toolkits

STRONG · 73TRUST · 78SAFE · REVIEWEDFINANCE

Production-grade Rust trading bots for prediction markets — Polymarket, Kalshi, Limitless. 10 strategies on one execution core. Predict.fun & 20+ venues on the roadmap.

$ npx skills add HarrierOnChain/Prediction-Markets-Trading-Bot-Toolkits
302 stars51 quality78 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 Finance and quant

CLI + Codex · 4 targets

typescripttrading-bot
by HarrierOnChainDetailsQuick view

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