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.

  • Frontend Design166K stars

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

    Trust 88Quality 100design-creative
  • Material Ui98K stars

    Material UI: Comprehensive React component library that implements Google's Material Design. Free forever.

    Trust 90Quality 100design-creative
  • Design and implementation guidance for distinctive landing pages, portfolios, product demos, and purposeful r…

    Trust 91Quality 100design-creative

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
  • Open Design83K stars

    🎨 Local-first, open-source Claude Design alternative. 🖥️ Native desktop app. ⚡ 259+ Skills · ✨ 142+ Design…

    Trust 91Quality 100agent-skills
  • Agent Skills81K stars

    Production-grade engineering skills for AI coding agents.

    Trust 86Quality 100agent-skills

Documents and knowledge

Research and RAG skills

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

  • Markitdown156K stars

    Python tool for converting files and office documents to Markdown.

    Trust 87Quality 100document-processing
  • PaddleOCR83K stars

    Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bri…

    Trust 89Quality 100document-processing
  • Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, s…

    Trust 88Quality 100rag-knowledge

Markets and quant

Finance and trading skills

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

  • Qlib Server377 stars

    Qlib-Server is the data server system for Qlib. It enable Qlib to run in online mode. Under online mode, the…

    Trust 75Quality 65finance
  • TradingAgents88K stars

    TradingAgents: Multi-Agents LLM Financial Trading Framework

    Trust 88Quality 100finance
  • Quantropy180 stars

    Financial pipeline for the data-driven investor to research, develop and deploy robust strategies. Big Data i…

    Trust 71Quality 43finance

Crawlers and extraction

Web scraping skills

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

  • Firecrawl139K stars

    The API to search, scrape, and interact with the web at scale. 🔥

    Trust 87Quality 100agent-frameworks
  • Kimuraframework1.1K stars

    Write web scrapers in Ruby using a clean, AI-assisted DSL. Kimurai uses AI to figure out where the data lives…

    Trust 79Quality 88web-automation
  • Crawl4AI73K stars

    Web crawling built for AI

    Trust 90Quality 100web-automation

Slides and decks

PPT and presentation skills

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

  • Skill for Claude Code & Codex: describe your system architecture in text → get an editable PowerPoint diagram…

    Trust 74Quality 64presentation
  • Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact ter…

    Trust 91Quality 100design-creative
  • Canvas Design166K stars

    Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.

    Trust 87Quality 100design-creative

Prompts, B-roll, explainers

Video creation skills

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

  • TeaCache1.3K stars

    Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

    Trust 79Quality 66media-automation
  • 利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.

    Trust 88Quality 100automation
  • 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.

  • Apply Anthropic official brand colors, typography, and visual standards to appropriate Anthropic-related arti…

    Trust 88Quality 100design-creative
  • Unsloth67K stars

    Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss loca…

    Trust 90Quality 100media-automation
  • Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

    Trust 85Quality 100ml-automation

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

192

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

184 quality181 maintained

Research

Research and knowledge work

68

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

68 quality67 maintained

Presentation

Presentation and deck workflows

2

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

2 quality2 maintained

Finance

Finance and quant workflows

15

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

14 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

48

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

48 quality47 maintained

Data

Data, BI, and analytics

33

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

33 quality33 maintained

Legal

Legal, policy, and compliance

12

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

12 quality12 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

Decision filters

Choose by scenario, quality, and trust signals.

Showing 1-16 of 375 ranked candidates matching "cache"

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

1

GPTCache

VERIFIEDSTRONG · 78TRUST · 79SAFE · REVIEWEDRESEARCH

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

$ npx skills add zilliztech/GPTCache
8.1K stars58 quality79 trustReviewed with permission notesOpenAI Agents + LangChain1y since pushNeeds review
QualitySolid option that is likely worth shortlisting for production workflows.Check: Repository looks stale
TrustGood trust signals with a few areas worth checking before rollout.Review: Repository looks stale
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario RAG and knowledge

OpenAI Agents + LangChain · 4 targets

pythonsemantic-search
by zilliztechDetailsQuick view
2

TeaCache

VERIFIEDPROMISING · 66TRUST · 79SAFE · REVIEWEDDESIGN

Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model

$ npx skills add ali-vilab/TeaCache
1.3K stars49 quality79 trustReviewed with permission notes1y 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: Repository looks stale
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Design and creative

CLI + Codex · 4 targets

pythonvideo-generation
by ali-vilabDetailsQuick view
3

Claude Code Cache Fix

PROMISING · 68TRUST · 70SAFE · EXPERIMENTALCODING

Fixes prompt cache regression in Claude Code that causes up to 20x cost increase on resumed sessions

$ npx skills add cnighswonger/claude-code-cache-fix
308 stars51 quality70 trustExperimentalClaude Code1mo since pushNeeds review
QualityUseful candidate, but compare it with alternatives before adopting.
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 Coding agents

Claude Code + CLI · 4 targets

javascriptdeveloper-tools
by cnighswongerDetailsQuick view
4

Cachet Monitor

NEEDS REVIEW · 47TRUST · 69SAFE · EXPERIMENTALCODING

Distributed monitoring plugin for CachetHQ

$ npx skills add CastawayLabs/cachet-monitor
435 stars37 quality69 trustExperimental6y 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

godevops
by CastawayLabsDetailsQuick view
5

Web Cache Vulnerability Scanner

VERIFIEDSTRONG · 82TRUST · 79SAFE · EXPERIMENTALCODING

Web Cache Vulnerability Scanner is a Go-based CLI tool for testing for web cache poisoning. It is developed by Hackmanit GmbH (http://hackmanit.de/).

$ npx skills add Hackmanit/Web-Cache-Vulnerability-Scanner
1.2K stars56 quality79 trustExperimental6mo 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: Documentation summary is thin
Safety gateSparse or mixed signals. Useful for discovery, but not for autonomous installation.

Scenario Testing and QA

CLI + Codex · 4 targets

gosecurity
by HackmanitDetailsQuick view
6

Buildkit Cache Dance

STRONG · 70TRUST · 77SAFE · REVIEWEDCODING

Save `RUN --mount=type=cache` caches on GitHub Actions ( Forked from https://github.com/overmindtech/buildkit-cache-dance )

$ npx skills add reproducible-containers/buildkit-cache-dance
325 stars48 quality77 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: 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

typescriptgithub
by reproducible-containersDetailsQuick view
7

RdpCacheStitcher

NEEDS REVIEW · 40TRUST · 67SAFE · BLOCKEDCODING

RdpCacheStitcher is a tool that supports forensic analysts in reconstructing useful images out of RDP cache bitmaps.

$ npx skills add BSI-Bund/RdpCacheStitcher
328 stars36 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 GitHub automation

CLI + Codex · 4 targets

c++incident-response
by BSI-BundDetailsQuick view
8

Cacher Cli

NEEDS REVIEW · 40TRUST · 64SAFE · BLOCKEDCODING

The command line interface to Cacher.

$ npx skills add CacherApp/cacher-cli
110 stars37 quality64 trustBlocked for auto-install1y 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

typescriptdeveloper-tools
by CacherAppDetailsQuick view
9

Flutter Cached Pdfview

PROMISING · 69TRUST · 76SAFE · REVIEWEDRESEARCH

Enhanced PDF view for Flutter.

$ npx skills add binSaed/flutter_cached_pdfview
134 stars49 quality76 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: Quality score needs review
Safety gateUsable candidate, but the agent should surface permission and audit notes before installation.

Scenario Document processing

CLI + Codex · 4 targets

dartpdf
by binSaedDetailsQuick view
10

Quantropy

NEEDS REVIEW · 43TRUST · 71SAFE · EXPERIMENTALFINANCE

Financial pipeline for the data-driven investor to research, develop and deploy robust strategies. Big Data ingestion, risk factor modeling, stock screening, portfolio o…

$ npx skills add AlainDaccache/Quantropy
180 stars35 quality71 trustExperimental2y 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 Finance and quant

CLI + Codex · 4 targets

pythonfinance
by AlainDaccacheDetailsQuick view
11

Readyset

VERIFIEDEXCELLENT · 100TRUST · 83SAFE · REVIEWEDDATA

Readyset is a MySQL and Postgres wire-compatible caching layer that sits in front of existing databases to speed up queries and horizontally scale read throughput. Under…

$ npx skills add readysettech/readyset
5.2K stars68 quality83 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: License is unclear
Safety gateGood audit and safety signals with no high-risk permission hints in public metadata.

Scenario Database and SQL

CLI + Codex · 4 targets

rustsql
by readysettechDetailsQuick view
12

PureMac

VERIFIEDEXCELLENT · 99TRUST · 88SAFE · REVIEWEDLEGAL

Free, open-source macOS cleaner. CleanMyMac alternative with zero telemetry. Native SwiftUI, scheduled auto-cleaning, Xcode/Homebrew/system cache cleanup. MIT licensed.

$ npx skills add momenbasel/PureMac
4.9K stars68 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 Legal and compliance

CLI + Codex · 4 targets

swiftprivacy
by momenbaselDetailsQuick view
13

Kube Fledged

VERIFIEDEXCELLENT · 97TRUST · 88SAFE · REVIEWEDCODING

A kubernetes operator for creating and managing a cache of container images directly on the cluster worker nodes, so application pods start almost instantly

$ npx skills add senthilrch/kube-fledged
1.4K stars64 quality88 trustReviewed16d 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

gokubernetes
by senthilrchDetailsQuick view
14

SmartSql

VERIFIEDEXCELLENT · 93TRUST · 85SAFE · REVIEWEDDATA

SmartSql = MyBatis in C# + .NET Core+ Cache(Memory | Redis) + R/W Splitting + PropertyChangedTrack +Dynamic Repository + InvokeSync + Diagnostics

$ npx skills add dotnetcore/SmartSql
1.1K stars63 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 Database and SQL

CLI + Codex · 4 targets

c#sql
by dotnetcoreDetailsQuick view
15

Buildbuddy

STRONG · 72TRUST · 77SAFE · REVIEWEDCODING

BuildBuddy is an open source Bazel build event viewer, result store, remote cache, and remote build execution platform.

$ npx skills add buildbuddy-io/buildbuddy
755 stars54 quality77 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 Coding agents

CLI + Codex · 4 targets

gokubernetes
by buildbuddy-ioDetailsQuick view
16

C2C

PROMISING · 67TRUST · 77SAFE · REVIEWEDCODING

[ICLR'26] The official code implementation for "Cache-to-Cache: Direct Semantic Communication Between Large Language Models"

$ npx skills add thu-nics/C2C
414 stars45 quality77 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: 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

pythonmulti-agent
by thu-nicsDetailsQuick view

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