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google-material-design

Design interfaces following Google's Material Design system, the unified visual language bridging digital and physical worlds. Emphasizes bold graphic design, intentional motion, adaptive layouts, and the material metaphor. Use when building modern, accessible, delightful user interfaces across platforms.

copyleftdev
copyleftdev
62

google-sre

Apply Google's Site Reliability Engineering methodology. Emphasizes error budgets, SLO-driven operations, toil elimination, and blameless postmortems. Use when building and operating reliable services at scale.

copyleftdev
copyleftdev
62

gremlin-enterprise-chaos

Apply Gremlin's enterprise chaos engineering methodology. Emphasizes categorized failure injection, safety controls, and structured experimentation. Use when implementing chaos engineering in enterprise environments with compliance requirements.

copyleftdev
copyleftdev
62

hashicorp

Build systems and organizations using the "Tao of HashiCorp". Emphasizes workflows over technologies, simple modular composable tools, immutability, and versioning driven by code. Use when designing platform engineering initiatives, DevOps workflows, or infrastructure automation.

copyleftdev
copyleftdev
62

jane-street-functional-trading

Build trading systems in the style of Jane Street, the elite market maker known for functional programming and intellectual rigor. Emphasizes OCaml, correctness by construction, real-time systems, and principled risk management. Use when building market making systems, pricing engines, or mission-critical financial software.

copyleftdev
copyleftdev
62

jump-trading-fpga-hft

Build trading systems in the style of Jump Trading, the high-frequency trading firm pioneering FPGA-based trading. Emphasizes hardware acceleration, network optimization, and nanosecond-level execution. Use when building FPGA trading systems, network-optimized infrastructure, or ultra-low-latency order execution.

copyleftdev
copyleftdev
62

netflix-chaos-engineering

Apply Netflix's chaos engineering methodology to build resilient systems. Emphasizes controlled failure injection, steady-state hypothesis testing, and building confidence through experimentation. Use when you need to verify system resilience under turbulent conditions.

copyleftdev
copyleftdev
62

renaissance-statistical-arbitrage

Build trading systems in the style of Renaissance Technologies, the most successful quantitative hedge fund in history. Emphasizes statistical arbitrage, signal processing, and rigorous scientific methodology. Use when developing alpha research, signal extraction, or systematic trading strategies.

copyleftdev
copyleftdev
62

two-sigma-ml-at-scale

Build trading systems in the style of Two Sigma, the systematic investment manager pioneering machine learning at scale. Emphasizes alternative data, distributed computing, feature engineering, and rigorous ML infrastructure. Use when building ML pipelines for alpha research, feature stores, or large-scale backtesting systems.

copyleftdev
copyleftdev
62

uunet

Engineer at global scale in the style of UUNET (now Verizon Business). Emphasizes massive infrastructure resilience, "plumbing" the internet, pragmatic problem solving, and the evolution from moving bits to securing them (DBIR). Use when designing backbone networks, security operations centers, or large-scale distributed systems.

copyleftdev
copyleftdev
62

virtu-market-microstructure

Build trading systems in the style of Virtu Financial, the leading electronic market maker and execution services firm. Emphasizes market microstructure, optimal execution, order routing, and minimizing market impact. Use when building execution algorithms, smart order routers, or analyzing market microstructure.

copyleftdev
copyleftdev
62

kleppmann-data-intensive

Design distributed systems in the style of Martin Kleppmann, author of "Designing Data-Intensive Applications". Emphasizes understanding data systems deeply, making informed trade-offs, and building reliable data infrastructure. Use when designing databases, streaming systems, or data pipelines.

copyleftdev
copyleftdev
62

lamport-formal-distributed

Design distributed systems in the style of Leslie Lamport, creator of Paxos, TLA+, and LaTeX. Emphasizes formal specification, logical time, and rigorous reasoning about concurrent systems. Use when designing consensus protocols or proving system correctness.

copyleftdev
copyleftdev
62

graham-hackers-painters

Write code in the style of Paul Graham, essayist, Lisp advocate, and co-founder of Y Combinator. Emphasizes bottom-up programming, expressive power, rapid prototyping, and treating code as a creative medium. Use when building exploratory software, designing DSLs, or writing Lisp that should be as dense and powerful as prose.

copyleftdev
copyleftdev
62

hickey-simple-made-easy

Write functional code in the style of Rich Hickey, creator of Clojure. Emphasizes simplicity over easiness, immutability, data-oriented programming, and managing state explicitly. Use when designing systems that need to be understood and maintained.

copyleftdev
copyleftdev
62

peyton-jones-practical-haskell

Write functional code in the style of Simon Peyton Jones, lead architect of GHC. Emphasizes practical laziness, compiler-friendly code, and making functional programming work in the real world. Use when writing performant Haskell or understanding evaluation strategies.

copyleftdev
copyleftdev
62

wadler-monadic-elegance

Write functional code in the style of Philip Wadler, type theorist and monad evangelist. Emphasizes monadic composition, type-driven design, and the deep connection between logic and computation. Use when designing composable abstractions or understanding categorical patterns.

copyleftdev
copyleftdev
62

bellard-minimalist-wizardry

Write systems software in the style of Fabrice Bellard, creator of QEMU, FFmpeg, TinyCC, and JSLinux. Emphasizes extreme minimalism, solo mastery of complex domains, and making the impossible seem simple. Use when building emulators, compilers, codecs, or any system where performance and code density matter.

copyleftdev
copyleftdev
62

flutter-skill

본 스킬은 Flutter 프레임워크로 앱을 개발하는 데 반드시 따라야 하는 UI/UX 디자인, 상태관리, 네트워킹, API 연동에 관한 가이드라인 제공합니다. 본 스킬은 선택적인 정보를 제공하는 것이 아니라 Flutter 앱 개발에 필수적인 지침을 제공하며 반드시 준수해야 할 사항들을 제공합니다. 개발자가 디자인, UI, UX, 디자인 효과, 상태관리, 라우팅, 네트워킹, API 연동에 관한 요청, 코믹디자인, Comic 관련 요청, 채팅, FCM, 푸시 알림, 메시지, 알림에 관한 요청이 있을 때 반드시 본 스킬을 사용해서 본 스킬이 제공하는 대로 작업을 수행해야 합니다. 각 스킬 문서에의 상단에는 반드시 따라야 할 Workflow 가 있습니다. 반드시 그 Workflow 를 따라야 합니다. 추가 트리거 키워드 - 딥링크, deep link, 캐싱, cache, 아이콘, FontAwesome, Isolate, 동시성, concurrency, 카카오톡, KakaoTalk, Crashlytics, 크래시 리포팅, 공유, share, share_plus, 공유 버튼, 바코드, QR코드, 스캔, scanner, mobile_scanner, 카메라 스캔, barcode, qr, 전화번호 인증, Phone Auth, SMS 인증, verifyPhoneNumber, APNs, AppDelegate, notification-not-forwarded (project)

thruthesky
thruthesky
61

update-jamdesk

Use when user-facing code changes need documentation — after implementing APIs, CLI commands, UI components, or config options. Triggers on 'update docs', 'document this', 'add to jamdesk docs', 'write docs', 'docs are outdated', 'the docs don't mention X', or any request to create/update Jamdesk documentation pages. Also use proactively after feature work that changes user-facing behavior, even if the user doesn't explicitly ask for docs — suggest it.

jamdesk
jamdesk
6

blur-image

Use when the user wants to blur, redact, or anonymize parts of an image — screenshots with API keys, emails, PII, customer data, or any sensitive text. Also triggers on 'hide text in screenshot', 'redact image', 'blur sensitive', 'anonymize screenshot', 'prepare screenshot for sharing', or privacy-related image editing. Use this skill even if the user just says 'blur this' with an image file.

jamdesk
jamdesk
6

gw-config-management

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mthines
mthines
6

git-worktree-workflows

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mthines
mthines
6

autonomous-workflow

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mthines
mthines
6

gpui

GPUI UI framework best practices for building desktop applications. Use when writing GPUI code, creating UI components, handling state/events, async tasks, animations, lists, forms, testing, or working with Zed-style Rust GUI code.

AprilNEA
AprilNEA
6

gpui-component

gpui-component library patterns for building reusable UI components. Use when creating buttons, inputs, dialogs, forms, or following Longbridge component library conventions in GPUI applications.

AprilNEA
AprilNEA
6

create-beads-orchestration

Bootstrap lean multi-agent orchestration with beads task tracking. Use for projects needing agent delegation without heavy MCP overhead.

avivk5498
avivk5498
6

ceo-companion

Collaborative CEO co-pilot for SaaS strategy sessions. Researches markets, validates ideas, designs UI inspiration boards, and produces a .strategy/ folder that Beads Orchestration consumes for autonomous building. Use as Session 1 before a Beads build session.

avivk5498
avivk5498
6

agentform

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avivk5498
avivk5498
6

agent-debugger

Systematic debugging toolkit for AI agentic workflows in customer support. Use when diagnosing issues with AI agents including wrong responses, tool/function calling problems, conversation loops, stuck states, or performance/latency issues. Works with any framework (LangChain, custom agents, Claude API) and accepts conversation logs, API logs, tool execution logs, and agent configurations.

avivk5498
avivk5498
6

runpod-serverless-builder

Build production-ready RunPod serverless endpoints with optimized cold start times. Use when creating or modifying RunPod serverless workers for (1) vLLM-based LLM inference, (2) ComfyUI image/video generation, or (3) custom Python inference. Supports both baked models (fastest cold starts) and dynamic loading (shared models). Generates complete projects including Dockerfiles, worker handlers, startup scripts, and configuration optimized for minimal cold start latency.

avivk5498
avivk5498
6

html-to-image

Generate crisp, high-quality images with perfect typography and precise geometric layouts using HTML/CSS. Use when creating social cards, diagrams, certificates, UI mockups, code screenshots, or any image requiring sharp text rendering, exact alignment, or vector-like precision. AI excels at designing symmetric, pixel-perfect layouts as HTML rather than generating raster images directly. Supports Tailwind CSS, Google Fonts, icon libraries, and any web-based design resource.

html2png
html2png
6

website-screenshot

Capture screenshots of live websites and web pages via API. Use when users need to screenshot a URL, capture website previews, archive web pages, generate thumbnails of sites, or document web content. Ideal for monitoring, archiving, sharing website previews, or creating visual references of web pages.

html2png
html2png
6

code-to-image

Generate beautiful code snippet images with syntax highlighting. Use when users want to share code as an image, create code screenshots for social media, documentation, or presentations. Produces crisp, syntax-highlighted code with customizable themes, window chrome, and professional styling.

html2png
html2png
6

og-image

Generate Open Graph (OG) images and social media preview cards for websites, blog posts, and products. Use when creating social share images, Twitter/X cards, LinkedIn post images, or any visual preview that appears when sharing links on social platforms. Produces properly sized images (1200x630, 1200x675, etc.) with crisp typography and professional layouts.

html2png
html2png
6

ai-integrated-api-backend

Comprehensive guide for building production-grade AI-integrated backends with multi-provider support, intelligent fallback mechanisms, region configuration, prompt management with variables/tools, and session-based billing. Use when implementing AI features in Django/Python backends or designing LLM-powered API architectures with external data integration.

twofourlabs
twofourlabs
6

astrology-backend-integration

This skill provides a comprehensive approach for building astrology-specific backend systems with AI integration. Use when implementing vedic astrology features including kundli generation, dasha analysis, dosha detection, and astrological predictions. Builds on the ai-integrated-api-backend skill with astrology domain expertise.

twofourlabs
twofourlabs
6

docs-submodule-manager

Manage documentation in the docs/ git submodule with proper structure and synchronization. Use when (1) user explicitly mentions "add docs", "specs", or documentation creation, (2) creating or reading files in docs/ directory, (3) working on features that need specification documents, implementation plans, or progress tracking, (4) documenting solutions, PRDs, or technical specs. Handles submodule initialization, proper directory structure (solutions/specs/feature), syncing from remote master, and committing changes.

twofourlabs
twofourlabs
6

react-native-migration-0.79.x-to-latest

This skill provides a migration guide for react native from 0.79.x to latest 0.83.x version.

twofourlabs
twofourlabs
6

readthedocs-build-failure-triage

Triage Read the Docs build failures using build logs and config context. Use when a build fails, logs need analysis, or you need fix recommendations.

readthedocs
readthedocs
62

readthedocs-project-manager

Manage Read the Docs projects via the RTD API. Use when creating projects, listing repos, triggering builds, syncing versions, or checking build status on Read the Docs.

readthedocs
readthedocs
62

readthedocs-redirects-manager

Manage Read the Docs redirects via the RTD API. Use when listing, creating, updating, or deleting custom redirects for a project.

readthedocs
readthedocs
62

readthedocs-api

Full Read the Docs API v3 client guidance. Use when building or updating an API client, generating requests, or answering questions about Read the Docs API v3 endpoints (projects, versions, builds, subprojects, translations, redirects, environment variables, organizations, remote VCS resources, or embed content).

readthedocs
readthedocs
62

readthedocs-write-config

Create or update Read the Docs `.readthedocs.yaml` v2 configuration files for Sphinx or MkDocs builds, including build images/tools, dependency installs, formats, custom build jobs/commands, conda environments, submodules, and search settings. Use when a user asks for a Read the Docs config file, YAML changes, or build behavior updates.

readthedocs
readthedocs
62

readthedocs-search-api

Query the Read the Docs Search API to find documentation across projects and repositories. Use when searching documentation, finding related docs, finding API documentation, or gathering information about projects on Read the Docs.

readthedocs
readthedocs
62

readthedocs-build-optimization

Optimize Read the Docs build performance and resource usage. Use when Read the Docs builds are slow, timing out, or hitting memory limits, or when users want to speed up builds by adjusting formats, dependencies, conda/mamba usage, or Python API documentation strategy.

readthedocs
readthedocs
62

uv-scripts

Use when running or authoring standalone Python scripts with uv, especially when choosing Python versions, adding one-off dependencies, using no-project mode, or embedding inline script metadata.

narumiruna
narumiruna
6

python-peewee

Use when working with Peewee ORM patterns, especially DatabaseProxy setup, scoped connection/transaction handling, and SQLite-based tests.

narumiruna
narumiruna
6

python-packaging-uv

Use when building or publishing Python packages with uv, including dist artifacts and pre-publish checks.

narumiruna
narumiruna
6

python-logging

Use when choosing or configuring Python logging, especially deciding between stdlib logging and loguru for apps or CLIs.

narumiruna
narumiruna
6

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Adoption

Agent Skills are supported by leading AI development tools.

FAQ

Frequently asked questions about Agent Skills.

01

What are Agent Skills?

Agent Skills are reusable, production-ready capability packs for AI agents. Each skill lives in its own folder and is described by a SKILL.md file with metadata and instructions.

02

What does this agent-skills.md site do?

Agent Skills is a curated directory that indexes skill repositories and lets you browse, preview, and download skills in a consistent format.

03

Where are skills stored in a repo?

By default, the site scans the skills/ folder. You can also submit a URL that points directly to a specific skills folder.

04

What is required inside SKILL.md?

SKILL.md must include YAML frontmatter with at least name and description. The body contains the actual guidance and steps for the agent.

05

How can I submit a repo?

Click Submit in the header and paste a GitHub URL that points to a skills folder. We’ll parse it and add any valid skills to the directory.