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.

  • Dynamic, theme-driven, style props for vanilla-extract.

    Trust 78Quality 75design-creative
  • An AI SKILL that provide design intelligence for building professional UI/UX multiple platforms

    Trust 92Quality 100development
  • Dynamic React Big Calendar styled with Shadcn’s CSS variables for seamless light/dark theme support. Pure CSS…

    Trust 78Quality 72productivity-automation

Codex, Claude Code, Cursor

Coding agent skills

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

  • AGENTS.md rules / skills for AI coding agents: Codex, Cursor & Claude Code. Inspired by Clean Code, Refactori…

    Trust 88Quality 95development
  • Ruler2.8K stars

    Ruler — apply the same rules to all coding agents

    Trust 85Quality 97coding-agents
  • Styleseed799 stars

    Design engine for Claude Code, Codex & Cursor — teaches design judgment, not just data. 74 rules, 48 componen…

    Trust 82Quality 86development

Documents and knowledge

Research and RAG skills

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

  • Ngx Markdown1.2K stars

    Angular markdown component/directive/pipe/service to parse static, dynamic or remote content to HTML with syn…

    Trust 87Quality 93document-processing
  • ⚙️ Convert HTML to Markdown. Even works with entire websites and can be extended through rules.

    Trust 84Quality 98document-processing
  • Rmarkdown3.0K stars

    Dynamic Documents for R

    Trust 84Quality 95document-processing

Markets and quant

Finance and trading skills

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

  • Qlib44K stars

    Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exp…

    Trust 89Quality 100finance
  • FinRL Meta1.9K stars

    FinRL­®-Meta: Dynamic datasets and market environments for FinRL.

    Trust 86Quality 92finance
  • VisualHFT1.2K stars

    VisualHFT is a WPF/C# desktop GUI that shows market microstructure in real time. You can track advanced limit…

    Trust 89Quality 96finance

Crawlers and extraction

Web scraping skills

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

  • Execute complex automation scripts via remote cloud sessions , featuring integrated residential proxies , aut…

    Trust 73Quality 67web-automation
  • Plugin for website-scraper which returns html for dynamic websites using puppeteer

    Trust 78Quality 77browser-automation
  • A meta-skill that produces skills. Point it at any codebase and it distills the project's rules, workflows, a…

    Trust 76Quality 84development

Slides and decks

PPT and presentation skills

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

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

    Trust 91Quality 100design-creative
  • Kill Ai Slop786 stars

    A field guide to the visual & copy tics of AI-generated products — and an Agent Skill that scans your project…

    Trust 87Quality 95design-creative

Prompts, B-roll, explainers

Video creation skills

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

  • DynamiCrafter3.0K stars

    [ECCV 2024, Oral] DynamiCrafter: Animating Open-domain Images with Video Diffusion Priors

    Trust 81Quality 69media-automation
  • Visual Skills118 stars

    AI film director skills for Claude agents: cinematic dramaturgy (Murch, blocking, montage) + exact prompt syn…

    Trust 84Quality 88design-creative

Images, video, UI

Design and creative skills

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

  • Artemis202 stars

    破限本地AI女友后宫,openclaw/claude code+画图语音向量数据库+live2D+桌宠+酒馆角色卡导入+前端,QQ+Telegram双通道,8G显存可跑🩵uncensored Fully offlin…

    Trust 76Quality 75media-automation
  • J.A.R.V.I.S1.3K stars

    Personal Assistant built using python libraries. It does almost anything which includes sending emails, Optic…

    Trust 81Quality 84media-automation
  • OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and re…

    Trust 84Quality 81ml-automation

Supply tracks

Build the registry by domain, not just by count.

Coding

Coding and developer agents

244

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

243 quality240 maintained

Research

Research and knowledge work

74

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

74 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

17

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

17 quality17 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

58

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

58 quality55 maintained

Data

Data, BI, and analytics

37

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

37 quality35 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

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 449 ranked candidates matching "dynamic-rules"

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

1

Cursor Rules

VERIFIEDEXCELLENT · 100TRUST · 88SAFE · REVIEWEDRESEARCH

Better AI coding with cursor rules

$ npx skills add PatrickJS/awesome-cursorrules
40.4K stars70 quality88 trustReviewedCursor2mo since pushSafe to try12.5K 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 RAG and knowledge

Cursor + CLI · 4 targets

cursor
by PatrickJSDetailsQuick view
2

Agent Rules Books

VERIFIEDEXCELLENT · 95TRUST · 88SAFE · REVIEWEDCODING

AGENTS.md rules / skills for AI coding agents: Codex, Cursor & Claude Code. Inspired by Clean Code, Refactoring, DDD, Clean Architecture and DDIA programming books.

$ npx skills add ciembor/agent-rules-books
1.9K stars65 quality88 trustReviewedClaude Code + OpenAI Agents2mo 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

Claude Code + OpenAI Agents · 4 targets

claude-code
by ciemborDetailsQuick view
3

System.Linq.Dynamic.Core

VERIFIEDEXCELLENT · 92TRUST · 84SAFE · REVIEWEDDATA

The .NET Standard / .NET Core version from the System Linq Dynamic functionality.

$ npx skills add zzzprojects/System.Linq.Dynamic.Core
1.7K stars61 quality84 trustReviewed4mo 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 zzzprojectsDetailsQuick view
4

Semgrep Rules

VERIFIEDEXCELLENT · 88TRUST · 84SAFE · REVIEWEDCODING

Semgrep Community Edition rules, maintained by Semgrep and the community. Free to use under the Semgrep Rules License.

$ npx skills add semgrep/semgrep-rules
1.2K stars63 quality84 trustReviewed1mo 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 Coding agents

CLI + Codex · 4 targets

hclstatic-analysis
by semgrepDetailsQuick view
5

AI Rules

STRONG · 71TRUST · 77SAFE · REVIEWEDCODING

ai-rules is a governance framework designed to solve "Architectural Decay" in AI-driven development. It forces AI Agents (Cursor, Windsurf, Copilot) to respect your proj…

$ npx skills add fjb040911/ai-rules
590 stars53 quality77 trustReviewed with permission notesCursor2mo 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

Cursor + CLI · 4 targets

javascriptcode-review
by fjb040911DetailsQuick view
6

Tflint Ruleset Aws

STRONG · 74TRUST · 77SAFE · REVIEWEDCODING

TFLint ruleset for terraform-provider-aws

$ npx skills add terraform-linters/tflint-ruleset-aws
419 stars52 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: 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

goterraform
by terraform-lintersDetailsQuick view
7

DynamicsWebApi

STRONG · 73TRUST · 77SAFE · REVIEWEDMARKETING

DynamicsWebApi is a Microsoft Dataverse Web API helper library for JavaScript & TypeScript

$ npx skills add AleksandrRogov/DynamicsWebApi
308 stars51 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 Marketing and growth

CLI + Codex · 4 targets

typescriptcrm
by AleksandrRogovDetailsQuick view
8

Claude Dynamic Workflows Codex

STRONG · 76TRUST · 80SAFE · REVIEWEDCODING

Run Claude Code dynamic workflows on a local Codex (GPT) backend, plus an interactive run viewer

$ npx skills add scasella/claude-dynamic-workflows-codex
288 stars51 quality80 trustReviewedClaude Code + OpenAI Agents24d 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

Claude Code + OpenAI Agents · 4 targets

javascriptmulti-agent
by scasellaDetailsQuick view
9

Dynamic Localpv Provisioner

STRONG · 71TRUST · 78SAFE · REVIEWEDCODING

Dynamically deploy Stateful Persistent Node-Local Volumes & Filesystems for Kubernetes that is provisioned from simple local filesystem storage.

$ npx skills add openebs/dynamic-localpv-provisioner
208 stars50 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 GitHub automation

CLI + Codex · 4 targets

gokubernetes
by openebsDetailsQuick view
10

Rules Gitops

STRONG · 71TRUST · 76SAFE · REVIEWEDCODING

This repository contains rules for continuous, GitOps driven Kubernetes deployments.

$ npx skills add adobe/rules_gitops
203 stars50 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

starlarkkubernetes
by adobeDetailsQuick view
11

Dynamic Devops Roadmap

VERIFIEDEXCELLENT · 89TRUST · 86SAFE · REVIEWEDCODING

A FREE pragmatic DevOps learning to kickstart your DevOps career and knowledge in the Cloud Native era following the Agile MVP style! ⭐ (2026 plans for DevOps, Cloud, Pl…

$ npx skills add DevOpsHiveHQ/dynamic-devops-roadmap
2.4K stars58 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 RAG and knowledge

CLI + Codex · 4 targets

typescriptdevops
by DevOpsHiveHQDetailsQuick view
12

DynamiCrafter

VERIFIEDPROMISING · 69TRUST · 81SAFE · REVIEWEDDESIGN

[ECCV 2024, Oral] DynamiCrafter: Animating Open-domain Images with Video Diffusion Priors

$ npx skills add Doubiiu/DynamiCrafter
3.0K stars51 quality81 trustReviewed with permission notes2y 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 DoubiiuDetailsQuick view
13

Pysindy

VERIFIEDEXCELLENT · 90TRUST · 84SAFE · REVIEWEDDESIGN

A package for the sparse identification of nonlinear dynamical systems from data

$ npx skills add dynamicslab/pysindy
1.8K stars65 quality84 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 Multimodal media

CLI + Codex · 4 targets

pythonmachine-learning
by dynamicslabDetailsQuick view
14

Phpstan Strict Rules

STRONG · 77TRUST · 79SAFE · REVIEWEDCODING

Extra strict and opinionated rules for PHPStan

$ npx skills add phpstan/phpstan-strict-rules
702 stars54 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 Coding agents

CLI + Codex · 4 targets

phpstatic-analysis
by phpstanDetailsQuick view
15

Laravel Dynamic Servers

STRONG · 72TRUST · 76SAFE · REVIEWEDCODING

Dynamically create and destroy servers

$ npx skills add spatie/laravel-dynamic-servers
236 stars50 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: 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

phpkubernetes
by spatieDetailsQuick view
16

Ponytail

VERIFIEDEXCELLENT · 100TRUST · 91SAFE · REVIEWEDRESEARCH

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

$ npx skills add DietrichGebert/ponytail
85.6K stars76 quality91 trustReviewedClaude Code + Cursor19d 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 RAG and knowledge

Claude Code + Cursor · 4 targets

javascriptai-agents
by DietrichGebertDetailsQuick view

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