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Agent Skills

Agent-Skills.md is a agent skills marketplace, to find the right agent skills for you.

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Munger多元思维模型

Charlie Munger的多元思维模型投资方法,强调跨学科知识和Lollapalooza效应

louloulin
louloulin
123

mcp-data-gateway

统一查询股票、加密货币等金融数据。支持Yahoo Finance、Alpha Vantage、Tushare、Binance等多个数据源。当用户需要市场数据、行情、财务数据时使用。

louloulin
louloulin
123

Lollapalooza效应检测

识别多种正向因素叠加产生的超级投资机会

louloulin
louloulin
123

kelly-position

使用Kelly公式科学计算投资仓位大小。当用户询问仓位、资金分配、position sizing或Kelly公式时使用。支持完整Kelly、分数Kelly和组合优化。

louloulin
louloulin
123

Kelly准则仓位管理

基于Kelly准则的科学仓位管理,优化长期资本增长率

louloulin
louloulin
123

Graham深度价值投资

Ben Graham的深度价值投资方法,强调安全边际和深度折价购买

louloulin
louloulin
123

Buffett质量价值投资

Warren Buffett的质量价值投资方法,强调以合理价格购买优质企业

louloulin
louloulin
123

dividend-investing

分析股息投资机会,评估股息安全性、增长潜力和收益率。当用户询问股息、分红、红利投资或股息率时使用。支持快速筛选、深度分析和组合优化。

louloulin
louloulin
123

technical-writer

Technical documentation specialist for APIs, SDKs, and software projects

louloulin
louloulin
123

skill-md-validator

Validates SKILL.md files for format, completeness, and best practices

louloulin
louloulin
123

seo-specialist

搜索引擎优化专家,精通关键词研究、内容优化、技术SEO和竞争分析

louloulin
louloulin
123

security-auditor

Security vulnerability detection and remediation expert for applications and infrastructure

louloulin
louloulin
123

performance-optimizer

Application and infrastructure performance analysis and optimization expert

louloulin
louloulin
123

pdf-processor

Extract text, fill forms, and merge PDF files. Use when working with PDF documents, forms, or when users mention PDF processing.

louloulin
louloulin
123

mobile-developer

移动开发专家,精通 iOS、Android 和跨平台移动应用开发

louloulin
louloulin
123

machine-learning-engineer

Machine learning model development, training, deployment and MLOps expert

louloulin
louloulin
123

mcp-builder-rust

Guide for creating high-quality MCP (Model Context Protocol) servers in Rust using rmcp SDK. Use when building production-grade MCP servers with type safety, performance, and async support.

rustmodel-context-protocolrmcp-sdktype-safety
h315uk3
h315uk3
121

cangjie-lang

Cangjie programming language code generation and analysis expert. Use this when users need to write or analyze Cangjie code.

ystyle
ystyle
111

document

Generate focused documentation for components, functions, APIs, and features

agoodway
agoodway
111

commit

Generate professional git commit message based on changes

agoodway
agoodway
111

understand

Multi-specialist collaborative analysis to understand how features, functions, or components work

agoodway
agoodway
111

review-work

Multi-specialist collaborative work review using independent subagents for comprehensive analysis

agoodway
agoodway
111

elixir-genius

Use when designing or architecting Elixir/Phoenix/LiveView applications, creating comprehensive project documentation, planning OTP supervision trees, defining domain models, structuring multi-app projects with path-based dependencies, or preparing handoff documentation for Director/Implementor AI collaboration

agoodway
agoodway
111

collaborating-with-gemini

Delegates coding tasks to Gemini CLI for prototyping, debugging, and code review. Use when needing algorithm implementation, bug analysis, or code quality feedback. Supports multi-turn sessions via SESSION_ID.

gudastudio
gudastudio
113

caption-convert

Convert subtitle/caption files between .srt, .vtt, and .ass using the caption-convert CLI. Use when asked to convert subtitles, run/verify the caption-convert command, or explain its format handling and limitations. Includes a bundled CLI in scripts/cli.mjs for use outside this repo.

doggy8088
doggy8088
11

frontend-implementation

Translate designs and UI requirements into robust, extensible implementations. Apply when converting designs to code, implementing components, fixing broken UI, or handling responsive layouts.

frontendimplementationdesign-to-coderesponsive
mae616
mae616
11

usability-psychologist

Evaluate UI/flows from cognitive load, error prevention, and accessibility perspectives. Apply when reviewing UX, discussing user confusion, high drop-off, or form usability issues.

usabilityuxcognitive-loaderror-prevention
mae616
mae616
11

ui-designer

Design UI as information architecture + interaction + visual tone, then translate into implementable specs. Apply when discussing screen design, component design, design systems, or visual hierarchy.

uidesigncomponentsdesign-system
mae616
mae616
11

creative-coder

Translate motion, interaction, and visual experience into implementable constraints while preserving accessibility and performance. Apply when working on animations, transitions, scroll effects, or micro-UX.

animationinteractionmotionmicro-ux
mae616
mae616
11

accessibility-engineer

Apply semantic HTML/JSX and WAI-ARIA correctly and minimally. Apply when implementing any UI, especially forms, interactive components, or when accessibility is mentioned.

accessibilitya11yariasemantic-html
mae616
mae616
11

antdv-next

Antdv Next Vue 3 component library. Use when locating component API docs, props/events/slots, playground demos, or theme token definitions.

Antdv Next team
Antdv Next team
111

use-web-skill

Discover browser-advertised `web-skill` links in a page head, fetch the relevant `SKILL.md`, verify the matching runtime entrypoint under `window._web_skills`, and prefer direct task-level calls before falling back to raw browser automation.

dimbreak
dimbreak
11

security-checklist

Use this skill when implementing security measures or conducting security audits. Provides OWASP Top 10 mitigations, authentication patterns, input validation strategies, and compliance guidelines. Ensures applications are secure against common vulnerabilities.

ariegoldkin
ariegoldkin
111

testing-strategy-builder

Use this skill when creating comprehensive testing strategies for applications. Provides test planning templates, coverage targets, test case structures, and guidance for unit, integration, E2E, and performance testing. Ensures robust quality assurance across the development lifecycle.

ariegoldkin
ariegoldkin
111

streaming-api-patterns

Implement real-time data streaming with Server-Sent Events (SSE), WebSockets, and ReadableStream APIs. Master backpressure handling, reconnection strategies, and LLM streaming for 2025+ real-time applications.

ariegoldkin
ariegoldkin
111

react-server-components-framework

Design and implement React Server Components with Next.js 15 App Router. Master server-first architecture, streaming SSR, Server Actions, and modern data fetching patterns for 2025+ frontend development.

ariegoldkin
ariegoldkin
111

database-schema-designer

Use this skill when designing database schemas for relational (SQL) or document (NoSQL) databases. Provides normalization guidelines, indexing strategies, migration patterns, and performance optimization techniques. Ensures scalable, maintainable, and performant data models.

ariegoldkin
ariegoldkin
111

type-safety-validation

Achieve end-to-end type safety with Zod runtime validation, tRPC type-safe APIs, Prisma ORM, and TypeScript 5.7+ features. Build fully type-safe applications from database to UI for 2025+ development.

ariegoldkin
ariegoldkin
111

prototype-to-production

Convert design prototypes (HTML, CSS, Figma exports) into production-ready components. Analyzes prototype structure, extracts design tokens, identifies reusable patterns, and generates typed React components. Adapts to existing project tech stack with React + TypeScript as default.

ariegoldkin
ariegoldkin
111

Performance Optimization

Full-stack performance analysis, optimization patterns, and monitoring strategies

ariegoldkin
ariegoldkin
111

design-system-starter

Use this skill when creating or evolving design systems for applications. Provides design token structures, component architecture patterns, documentation templates, and accessibility guidelines. Ensures consistent, scalable, and accessible UI design across products.

ariegoldkin
ariegoldkin
111

architecture-decision-record

Use this skill when documenting significant architectural decisions. Provides ADR templates following the Nygard format with sections for context, decision, consequences, and alternatives. Helps teams maintain architectural memory and rationale for backend systems, API designs, database choices, and infrastructure decisions.

ariegoldkin
ariegoldkin
111

brainstorming

Use when creating or developing anything, before writing code or implementation plans - refines rough ideas into fully-formed designs through structured Socratic questioning, alternative exploration, and incremental validation

ariegoldkin
ariegoldkin
111

DevOps & Deployment

CI/CD pipelines, containerization, Kubernetes, and infrastructure as code patterns

ariegoldkin
ariegoldkin
111

edge-computing-patterns

Deploy to edge runtimes (Cloudflare Workers, Vercel Edge, Deno Deploy) for globally distributed, low-latency applications. Master edge middleware, streaming, and runtime constraints for 2025+ edge computing.

ariegoldkin
ariegoldkin
111

Observability & Monitoring

Structured logging, metrics, distributed tracing, and alerting strategies

ariegoldkin
ariegoldkin
111

api-design-framework

Use this skill when designing REST, GraphQL, or gRPC APIs. Provides comprehensive API design patterns, versioning strategies, error handling conventions, authentication approaches, and OpenAPI/AsyncAPI templates. Ensures consistent, well-documented, and developer-friendly APIs across all backend services.

ariegoldkin
ariegoldkin
111

ai-native-development

Build AI-first applications with RAG pipelines, embeddings, vector databases, agentic workflows, and LLM integration. Master prompt engineering, function calling, streaming responses, and cost optimization for 2025+ AI development.

ariegoldkin
ariegoldkin
111

code-review-playbook

Use this skill when conducting or improving code reviews. Provides structured review processes, conventional comments patterns, language-specific checklists, and feedback templates. Ensures consistent, constructive, and thorough code reviews across teams.

ariegoldkin
ariegoldkin
111

fba

FastAPI Best Architecture (fba) project development guide. Use when working in fba projects to design, implement, review, or document APIs, Schema, Service, CRUD, Model, configuration, response contracts, pagination, cache, Celery, i18n, coding style, plugin development, plugin README files, plugin sharing, plugin publishing, or plugin marketplace updates.

fastapi-practices
fastapi-practices
11

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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.