- A collection of official Agent Skills from leading development teams and the community.
+ 来自领先开发团队与社区的官方 Agent Skills 合集。
- Hand-picked, not AI-slop generated.
+ 人工精选，而非 AI 批量生成。
@@ -33,31 +39,31 @@
# Awesome Agent Skills
-Unlike many bulk-generated skill repositories, this collection focuses on real-world Agent Skills created and used by actual engineering teams, not mass AI‑generated stuff.
+与许多批量生成的技能仓库不同，本合集聚焦于真实工程团队创建并使用的实战 Agent Skills，而非 AI 大规模生成的内容。
-This collection features official skills published by leading development teams, including Anthropic, Google Labs, Vercel, Stripe, Cloudflare, Netlify, Trail of Bits, Sentry, Expo, Hugging Face, Figma, and more, alongside community-built skills.
+本合集收录了领先开发团队发布的官方技能，包括 Anthropic、Google Labs、Vercel、Stripe、Cloudflare、Netlify、Trail of Bits、Sentry、Expo、Hugging Face、Figma 等，以及社区构建的技能。
-Compatible with Claude Code, Codex, Antigravity, Gemini CLI, Cursor, GitHub Copilot, OpenCode, Windsurf, and more. See the table below for paths and documentation.
+兼容 Claude Code、Codex、Antigravity、Gemini CLI、Cursor、GitHub Copilot、OpenCode、Windsurf 等。路径与文档请见下表。
-The most contributed Agent Skills repository, built and maintained together with the community.
+贡献最多的 Agent Skills 仓库，与社区共同构建与维护。
-## 💛 Sponsors
+## 💛 赞助商
| | |
| :-: | :-- |
-| | [TestMu AI (formerly LambdaTest)](https://www.testmuai.com) is an AI-native testing cloud platform built for modern engineering teams. Covering everything from autonomous test creation and fast execution to testing AI agents, chatbots and voice assistants. |
-| | [Zero](https://zero.xyz) gives your AI access to thousands of tools, APIs, and services, letting it go from prompt to project with no configuration. Instead of asking you to sign up or grab an API key, your AI discovers and uses whatever real service solves the problem right from chat. |
-| | [Ego Lite](https://lite.ego.app/?utm_source=officialskills&utm_medium=sponsor&utm_campaign=github-sponsor) is the fastest browser for your AI agents to run browser automation tasks, 3.45x faster than agent-browser (Vercel), always free, no setup, and lets your agents run 100+ browser tasks at the same time in their Spaces. |
+| | [TestMu AI（前身为 LambdaTest）](https://www.testmuai.com) 是一款面向现代工程团队的 AI 原生测试云平台，涵盖从自主测试创建与快速执行，到测试 AI 智能体、聊天机器人和语音助手等全流程。 |
+| | [Zero](https://zero.xyz) 让你的 AI 访问数千种工具、API 和服务，无需配置即可从提示词直达项目。无需让你注册或获取 API 密钥，你的 AI 可直接在聊天中发现并使用能解决实际问题的真实服务。 |
+| | [Ego Lite](https://lite.ego.app/?utm_source=officialskills&utm_medium=sponsor&utm_campaign=github-sponsor) 是 AI 智能体运行浏览器自动化任务的最快浏览器，比 agent-browser（Vercel）快 3.45 倍，永久免费、无需配置，并支持智能体在 Spaces 中同时运行 100+ 个浏览器任务。 |
-## Table of Contents
+## 目录
-### Official Skills by
+### 各团队官方技能
| | | | |
|---|---|---|---|
@@ -93,1503 +99,1506 @@ The most contributed Agent Skills repository, built and maintained together with
-
Official Claude Skills
+
官方 Claude 技能
-- **[anthropics/docx](https://officialskills.sh/anthropics/skills/docx)** - Create, edit, and analyze Word documents
-- **[anthropics/doc-coauthoring](https://officialskills.sh/anthropics/skills/doc-coauthoring)** - Collaborative document editing and co-authoring
-- **[anthropics/pptx](https://officialskills.sh/anthropics/skills/pptx)** - Create, edit, and analyze PowerPoint presentations
-- **[anthropics/xlsx](https://officialskills.sh/anthropics/skills/xlsx)** - Create, edit, and analyze Excel spreadsheets
-- **[anthropics/pdf](https://officialskills.sh/anthropics/skills/pdf)** - Extract text, create PDFs, and handle forms
-- **[anthropics/algorithmic-art](https://officialskills.sh/anthropics/skills/algorithmic-art)** - Create generative art using p5.js with seeded randomness
-- **[anthropics/canvas-design](https://officialskills.sh/anthropics/skills/canvas-design)** - Design visual art in PNG and PDF formats
-- **[anthropics/frontend-design](https://officialskills.sh/anthropics/skills/frontend-design)** - Frontend design and UI/UX development tools
-- **[anthropics/slack-gif-creator](https://officialskills.sh/anthropics/skills/slack-gif-creator)** - Create animated GIFs optimized for Slack size constraints
-- **[anthropics/theme-factory](https://officialskills.sh/anthropics/skills/theme-factory)** - Style artifacts with professional themes or generate custom themes
-- **[anthropics/web-artifacts-builder](https://officialskills.sh/anthropics/skills/web-artifacts-builder)** - Build complex claude.ai HTML artifacts with React and Tailwind
-- **[anthropics/mcp-builder](https://officialskills.sh/anthropics/skills/mcp-builder)** - Create MCP servers to integrate external APIs and services
-- **[anthropics/webapp-testing](https://officialskills.sh/anthropics/skills/webapp-testing)** - Test local web applications using Playwright
-- **[anthropics/brand-guidelines](https://officialskills.sh/anthropics/skills/brand-guidelines)** - Apply Anthropic's brand colors and typography to artifacts
-- **[anthropics/internal-comms](https://officialskills.sh/anthropics/skills/internal-comms)** - Write status reports, newsletters, and FAQs
-- **[anthropics/skill-creator](https://officialskills.sh/anthropics/skills/skill-creator)** - Guide for creating skills that extend Claude's capabilities
-- **[anthropics/template](https://officialskills.sh/anthropics/skills/template)** - Basic template for creating new skills
+- **[anthropics/docx](https://officialskills.sh/anthropics/skills/docx)** - 创建、编辑和分析 Word 文档
+- **[anthropics/doc-coauthoring](https://officialskills.sh/anthropics/skills/doc-coauthoring)** - 协作文档编辑与共同撰写
+- **[anthropics/pptx](https://officialskills.sh/anthropics/skills/pptx)** - 创建、编辑和分析 PowerPoint 演示文稿
+- **[anthropics/xlsx](https://officialskills.sh/anthropics/skills/xlsx)** - 创建、编辑和分析 Excel 电子表格
+- **[anthropics/pdf](https://officialskills.sh/anthropics/skills/pdf)** - 提取文本、创建 PDF 并处理表单
+- **[anthropics/algorithmic-art](https://officialskills.sh/anthropics/skills/algorithmic-art)** - 使用 p5.js 与种子随机数创建生成艺术
+- **[anthropics/canvas-design](https://officialskills.sh/anthropics/skills/canvas-design)** - 以 PNG 和 PDF 格式设计视觉艺术
+- **[anthropics/frontend-design](https://officialskills.sh/anthropics/skills/frontend-design)** - 前端设计与 UI/UX 开发工具
+- **[anthropics/slack-gif-creator](https://officialskills.sh/anthropics/skills/slack-gif-creator)** - 创建针对 Slack 尺寸限制优化的动画 GIF
+- **[anthropics/theme-factory](https://officialskills.sh/anthropics/skills/theme-factory)** - 使用专业主题为制品设置样式或生成自定义主题
+- **[anthropics/web-artifacts-builder](https://officialskills.sh/anthropics/skills/web-artifacts-builder)** - 使用 React 和 Tailwind 构建复杂的 claude.ai HTML 制品
+- **[anthropics/mcp-builder](https://officialskills.sh/anthropics/skills/mcp-builder)** - 创建 MCP 服务器以集成外部 API 和服务
+- **[anthropics/webapp-testing](https://officialskills.sh/anthropics/skills/webapp-testing)** - 使用 Playwright 测试本地 Web 应用
+- **[anthropics/brand-guidelines](https://officialskills.sh/anthropics/skills/brand-guidelines)** - 将 Anthropic 品牌色彩与字体应用于制品
+- **[anthropics/internal-comms](https://officialskills.sh/anthropics/skills/internal-comms)** - 撰写状态报告、新闻通讯和常见问题解答
+- **[anthropics/skill-creator](https://officialskills.sh/anthropics/skills/skill-creator)** - 创建扩展 Claude 能力的技能指南
+- **[anthropics/template](https://officialskills.sh/anthropics/skills/template)** - 创建新技能的基础模板
-
Skills by VoltAgent
+
VoltAgent 技能
-Official skills by VoltAgent for building AI agents with the VoltAgent TypeScript framework.
-- **[voltagent/create-voltagent](https://officialskills.sh/voltagent/skills/create-voltagent)** - Project setup guide with CLI and manual steps
-- **[voltagent/voltagent-best-practices](https://officialskills.sh/voltagent/skills/voltagent-best-practices)** - Architecture and usage patterns for agents, workflows, memory, and servers
-- **[voltagent/voltagent-core-reference](https://officialskills.sh/voltagent/skills/voltagent-core-reference)** - Reference for the VoltAgent class options and lifecycle methods
-- **[voltagent/voltagent-docs-bundle](https://officialskills.sh/voltagent/skills/voltagent-docs-bundle)** - Lookup embedded docs from @voltagent/core for version-matched documentation
+VoltAgent 官方技能，用于基于 VoltAgent TypeScript 框架构建 AI agent。
+- **[voltagent/create-voltagent](https://officialskills.sh/voltagent/skills/create-voltagent)** - 项目设置指南，包含 CLI 与手动步骤
+- **[voltagent/voltagent-best-practices](https://officialskills.sh/voltagent/skills/voltagent-best-practices)** - 面向 agent、工作流、记忆与服务器的架构与使用模式
+- **[voltagent/voltagent-core-reference](https://officialskills.sh/voltagent/skills/voltagent-core-reference)** - VoltAgent 类选项与生命周期方法参考
+- **[voltagent/voltagent-docs-bundle](https://officialskills.sh/voltagent/skills/voltagent-docs-bundle)** - 从 @voltagent/core 查询嵌入式文档，获取与版本匹配的文档
-
Skills by TestMu AI
+
TestMu AI 技能
-Production-grade Agent Skills for every major test automation framework, maintained by the TestMu AI (formerly LambdaTest) team. They help AI coding assistants generate expert-level test automation code across web, mobile, API, BDD, and unit testing stacks.
+面向各主流测试自动化框架的生产级 Agent Skills，由 TestMu AI（前身为 LambdaTest）团队维护。它们可帮助 AI 编码助手在 Web、移动端、API、BDD 与单元测试技术栈中生成专家级测试自动化代码。
-- **[testmu-ai/api-skill](https://github.com/LambdaTest/agent-skills/tree/main/api-skill)** - Suite of API skills for designing, mocking, documenting, securing, and generating tests for REST/GraphQL/gRPC APIs
-- **[testmu-ai/appium-skill](https://github.com/LambdaTest/agent-skills/tree/main/appium-skill)** - Generate Appium mobile automation for Android and iOS in Java, Python, or JS
-- **[testmu-ai/behat-skill](https://github.com/LambdaTest/agent-skills/tree/main/behat-skill)** - Generate Behat BDD tests for PHP with Gherkin and Mink
-- **[testmu-ai/behave-skill](https://github.com/LambdaTest/agent-skills/tree/main/behave-skill)** - Generate Behave BDD tests for Python with Gherkin and step implementations
-- **[testmu-ai/capybara-skill](https://github.com/LambdaTest/agent-skills/tree/main/capybara-skill)** - Generate Capybara E2E tests in Ruby with RSpec integration
-- **[testmu-ai/cicd-pipeline-skill](https://github.com/LambdaTest/agent-skills/tree/main/cicd-pipeline-skill)** - Generate CI/CD pipelines for tests on GitHub Actions, Jenkins, GitLab CI, and Azure DevOps
-- **[testmu-ai/codeception-skill](https://github.com/LambdaTest/agent-skills/tree/main/codeception-skill)** - Generate Codeception acceptance, functional, and unit tests in PHP
-- **[testmu-ai/cucumber-skill](https://github.com/LambdaTest/agent-skills/tree/main/cucumber-skill)** - Generate Cucumber BDD tests with Gherkin and step definitions in Java, JS, or Ruby
-- **[testmu-ai/cypress-skill](https://github.com/LambdaTest/agent-skills/tree/main/cypress-skill)** - Generate Cypress E2E and component tests in JavaScript or TypeScript
-- **[testmu-ai/detox-skill](https://github.com/LambdaTest/agent-skills/tree/main/detox-skill)** - Generate Detox gray-box E2E tests for React Native apps in JavaScript
-- **[testmu-ai/espresso-skill](https://github.com/LambdaTest/agent-skills/tree/main/espresso-skill)** - Generate Espresso UI tests for Android apps in Kotlin or Java
-- **[testmu-ai/flutter-testing-skill](https://github.com/LambdaTest/agent-skills/tree/main/flutter-testing-skill)** - Generate Flutter widget, integration, and golden tests in Dart
-- **[testmu-ai/gauge-skill](https://github.com/LambdaTest/agent-skills/tree/main/gauge-skill)** - Generate Gauge specs in Markdown with steps in Java, Python, JS, or Ruby
-- **[testmu-ai/geb-skill](https://github.com/LambdaTest/agent-skills/tree/main/geb-skill)** - Generate Geb browser automation in Groovy with Spock and page objects
-- **[testmu-ai/hyperexecute-skill](https://github.com/LambdaTest/agent-skills/tree/main/hyperexecute-skill)** - Operate TestMu AI HyperExecute end-to-end: YAML, CLI runs, debugging, and CI wiring
-- **[testmu-ai/jasmine-skill](https://github.com/LambdaTest/agent-skills/tree/main/jasmine-skill)** - Generate Jasmine BDD tests in JavaScript with spies and async support
-- **[testmu-ai/jest-skill](https://github.com/LambdaTest/agent-skills/tree/main/jest-skill)** - Generate Jest unit and integration tests in JS/TS with mocking and snapshots
-- **[testmu-ai/junit-5-skill](https://github.com/LambdaTest/agent-skills/tree/main/junit-5-skill)** - Generate JUnit 5 unit and integration tests in Java with Mockito
-- **[testmu-ai/karma-skill](https://github.com/LambdaTest/agent-skills/tree/main/karma-skill)** - Generate Karma test-runner configs for browser-based JS testing
-- **[testmu-ai/laravel-dusk-skill](https://github.com/LambdaTest/agent-skills/tree/main/laravel-dusk-skill)** - Generate Laravel Dusk Chrome-based browser tests in PHP
-- **[testmu-ai/lettuce-skill](https://github.com/LambdaTest/agent-skills/tree/main/lettuce-skill)** - Generate Lettuce BDD tests for Python (legacy; prefer Behave)
-- **[testmu-ai/mocha-skill](https://github.com/LambdaTest/agent-skills/tree/main/mocha-skill)** - Generate Mocha tests in JavaScript with Chai and Sinon
-- **[testmu-ai/mstest-skill](https://github.com/LambdaTest/agent-skills/tree/main/mstest-skill)** - Generate MSTest tests in C# for .NET
-- **[testmu-ai/nemojs-skill](https://github.com/LambdaTest/agent-skills/tree/main/nemojs-skill)** - Generate Nemo.js Selenium-based tests for Node.js
-- **[testmu-ai/nightwatchjs-skill](https://github.com/LambdaTest/agent-skills/tree/main/nightwatchjs-skill)** - Generate NightwatchJS E2E tests in JavaScript with Selenium WebDriver
-- **[testmu-ai/nunit-skill](https://github.com/LambdaTest/agent-skills/tree/main/nunit-skill)** - Generate NUnit 3 tests in C# with the constraint model and Moq
-- **[testmu-ai/phpunit-skill](https://github.com/LambdaTest/agent-skills/tree/main/phpunit-skill)** - Generate PHPUnit tests in PHP with data providers and mocking
-- **[testmu-ai/playwright-skill](https://github.com/LambdaTest/agent-skills/tree/main/playwright-skill)** - Generate Playwright E2E tests in TS, JS, Python, Java, or C#
-- **[testmu-ai/protractor-skill](https://github.com/LambdaTest/agent-skills/tree/main/protractor-skill)** - Generate Protractor E2E tests for Angular in JS/TS (deprecated; prefer Playwright/Cypress)
-- **[testmu-ai/puppeteer-skill](https://github.com/LambdaTest/agent-skills/tree/main/puppeteer-skill)** - Generate Puppeteer scripts for browser automation, scraping, and PDF generation
-- **[testmu-ai/pytest-skill](https://github.com/LambdaTest/agent-skills/tree/main/pytest-skill)** - Generate pytest tests in Python with fixtures, parametrize, and mocking
-- **[testmu-ai/reqnroll-skill](https://github.com/LambdaTest/agent-skills/tree/main/reqnroll-skill)** - Generate Reqnroll BDD tests for web and mobile in C#
-- **[testmu-ai/robot-framework-skill](https://github.com/LambdaTest/agent-skills/tree/main/robot-framework-skill)** - Generate Robot Framework keyword-driven tests in Python
-- **[testmu-ai/rspec-skill](https://github.com/LambdaTest/agent-skills/tree/main/rspec-skill)** - Generate RSpec tests in Ruby with matchers, hooks, and mocking
-- **[testmu-ai/selenide-skill](https://github.com/LambdaTest/agent-skills/tree/main/selenide-skill)** - Generate Selenide UI tests in Java with auto-waits and a fluent API
-- **[testmu-ai/selenium-skill](https://github.com/LambdaTest/agent-skills/tree/main/selenium-skill)** - Generate Selenium WebDriver tests in Java, Python, JS, C#, Ruby, or PHP
-- **[testmu-ai/serenity-bdd-skill](https://github.com/LambdaTest/agent-skills/tree/main/serenity-bdd-skill)** - Generate Serenity BDD tests in Java with the Screenplay pattern and reporting
-- **[testmu-ai/smartui-skill](https://github.com/LambdaTest/agent-skills/tree/main/smartui-skill)** - Generate SmartUI visual regression configs for screenshot comparison
-- **[testmu-ai/specflow-skill](https://github.com/LambdaTest/agent-skills/tree/main/specflow-skill)** - Generate SpecFlow BDD tests for C#/.NET with Gherkin and step bindings
-- **[testmu-ai/test-framework-migration-skill](https://github.com/LambdaTest/agent-skills/tree/main/test-framework-migration-skill)** - Migrate tests between Selenium, Playwright, Puppeteer, and Cypress
-- **[testmu-ai/testcafe-skill](https://github.com/LambdaTest/agent-skills/tree/main/testcafe-skill)** - Generate TestCafe automation tests in JavaScript or TypeScript
-- **[testmu-ai/testng-skill](https://github.com/LambdaTest/agent-skills/tree/main/testng-skill)** - Generate TestNG tests in Java with data providers and parallel execution
-- **[testmu-ai/testunit-skill](https://github.com/LambdaTest/agent-skills/tree/main/testunit-skill)** - Generate Test::Unit xUnit-style tests in Ruby
-- **[testmu-ai/unittest-skill](https://github.com/LambdaTest/agent-skills/tree/main/unittest-skill)** - Generate Python unittest tests with TestCase and setUp/tearDown
-- **[testmu-ai/vitest-skill](https://github.com/LambdaTest/agent-skills/tree/main/vitest-skill)** - Generate Vitest tests in JS/TS with a Jest-compatible API and ESM
-- **[testmu-ai/webdriverio-skill](https://github.com/LambdaTest/agent-skills/tree/main/webdriverio-skill)** - Generate WebdriverIO (WDIO) automation tests in JavaScript or TypeScript
-- **[testmu-ai/xcuitest-skill](https://github.com/LambdaTest/agent-skills/tree/main/xcuitest-skill)** - Generate XCUITest UI tests for iOS/iPadOS apps in Swift
-- **[testmu-ai/xunit-skill](https://github.com/LambdaTest/agent-skills/tree/main/xunit-skill)** - Generate xUnit.net tests in C# with Fact/Theory and FluentAssertions
+- **[testmu-ai/api-skill](https://github.com/LambdaTest/agent-skills/tree/main/api-skill)** - 一套 API 技能，用于设计、模拟、文档化、保护 REST/GraphQL/gRPC API，并生成相关测试
+- **[testmu-ai/appium-skill](https://github.com/LambdaTest/agent-skills/tree/main/appium-skill)** - 使用 Java、Python 或 JS 生成面向 Android 与 iOS 的 Appium 移动端自动化测试
+- **[testmu-ai/behat-skill](https://github.com/LambdaTest/agent-skills/tree/main/behat-skill)** - 使用 Gherkin 与 Mink 为 PHP 生成 Behat BDD 测试
+- **[testmu-ai/behave-skill](https://github.com/LambdaTest/agent-skills/tree/main/behave-skill)** - 使用 Gherkin 与步骤实现为 Python 生成 Behave BDD 测试
+- **[testmu-ai/capybara-skill](https://github.com/LambdaTest/agent-skills/tree/main/capybara-skill)** - 在 Ruby 中生成集成 RSpec 的 Capybara E2E 测试
+- **[testmu-ai/cicd-pipeline-skill](https://github.com/LambdaTest/agent-skills/tree/main/cicd-pipeline-skill)** - 在 GitHub Actions、Jenkins、GitLab CI 与 Azure DevOps 上为测试生成 CI/CD 流水线
+- **[testmu-ai/codeception-skill](https://github.com/LambdaTest/agent-skills/tree/main/codeception-skill)** - 在 PHP 中生成 Codeception 验收、功能与单元测试
+- **[testmu-ai/cucumber-skill](https://github.com/LambdaTest/agent-skills/tree/main/cucumber-skill)** - 使用 Gherkin 与步骤定义在 Java、JS 或 Ruby 中生成 Cucumber BDD 测试
+- **[testmu-ai/cypress-skill](https://github.com/LambdaTest/agent-skills/tree/main/cypress-skill)** - 使用 JavaScript 或 TypeScript 生成 Cypress E2E 与组件测试
+- **[testmu-ai/detox-skill](https://github.com/LambdaTest/agent-skills/tree/main/detox-skill)** - 使用 JavaScript 为 React Native 应用生成 Detox 灰盒 E2E 测试
+- **[testmu-ai/espresso-skill](https://github.com/LambdaTest/agent-skills/tree/main/espresso-skill)** - 使用 Kotlin 或 Java 为 Android 应用生成 Espresso UI 测试
+- **[testmu-ai/flutter-testing-skill](https://github.com/LambdaTest/agent-skills/tree/main/flutter-testing-skill)** - 使用 Dart 生成 Flutter widget、集成与 golden 测试
+- **[testmu-ai/gauge-skill](https://github.com/LambdaTest/agent-skills/tree/main/gauge-skill)** - 生成 Markdown 格式的 Gauge 规范，步骤可使用 Java、Python、JS 或 Ruby
+- **[testmu-ai/geb-skill](https://github.com/LambdaTest/agent-skills/tree/main/geb-skill)** - 使用 Groovy 配合 Spock 与页面对象生成 Geb 浏览器自动化测试
+- **[testmu-ai/hyperexecute-skill](https://github.com/LambdaTest/agent-skills/tree/main/hyperexecute-skill)** - 端到端操作 TestMu AI HyperExecute：YAML、CLI 运行、调试与 CI 集成
+- **[testmu-ai/jasmine-skill](https://github.com/LambdaTest/agent-skills/tree/main/jasmine-skill)** - 使用 JavaScript 生成支持 spies 与异步的 Jasmine BDD 测试
+- **[testmu-ai/jest-skill](https://github.com/LambdaTest/agent-skills/tree/main/jest-skill)** - 在 JS/TS 中生成支持 mock 与快照的 Jest 单元与集成测试
+- **[testmu-ai/junit-5-skill](https://github.com/LambdaTest/agent-skills/tree/main/junit-5-skill)** - 使用 Java 配合 Mockito 生成 JUnit 5 单元与集成测试
+- **[testmu-ai/karma-skill](https://github.com/LambdaTest/agent-skills/tree/main/karma-skill)** - 为基于浏览器的 JS 测试生成 Karma 测试运行器配置
+- **[testmu-ai/laravel-dusk-skill](https://github.com/LambdaTest/agent-skills/tree/main/laravel-dusk-skill)** - 在 PHP 中生成基于 Chrome 的 Laravel Dusk 浏览器测试
+- **[testmu-ai/lettuce-skill](https://github.com/LambdaTest/agent-skills/tree/main/lettuce-skill)** - 为 Python 生成 Lettuce BDD 测试（旧版；建议优先使用 Behave）
+- **[testmu-ai/mocha-skill](https://github.com/LambdaTest/agent-skills/tree/main/mocha-skill)** - 使用 JavaScript 配合 Chai 与 Sinon 生成 Mocha 测试
+- **[testmu-ai/mstest-skill](https://github.com/LambdaTest/agent-skills/tree/main/mstest-skill)** - 为 .NET 使用 C# 生成 MSTest 测试
+- **[testmu-ai/nemojs-skill](https://github.com/LambdaTest/agent-skills/tree/main/nemojs-skill)** - 为 Node.js 生成基于 Selenium 的 Nemo.js 测试
+- **[testmu-ai/nightwatchjs-skill](https://github.com/LambdaTest/agent-skills/tree/main/nightwatchjs-skill)** - 使用 JavaScript 配合 Selenium WebDriver 生成 NightwatchJS E2E 测试
+- **[testmu-ai/nunit-skill](https://github.com/LambdaTest/agent-skills/tree/main/nunit-skill)** - 使用 C# 配合约束模型与 Moq 生成 NUnit 3 测试
+- **[testmu-ai/phpunit-skill](https://github.com/LambdaTest/agent-skills/tree/main/phpunit-skill)** - 在 PHP 中生成支持数据提供器与 mock 的 PHPUnit 测试
+- **[testmu-ai/playwright-skill](https://github.com/LambdaTest/agent-skills/tree/main/playwright-skill)** - 使用 TS、JS、Python、Java 或 C# 生成 Playwright E2E 测试
+- **[testmu-ai/protractor-skill](https://github.com/LambdaTest/agent-skills/tree/main/protractor-skill)** - 使用 JS/TS 为 Angular 生成 Protractor E2E 测试（已弃用；建议优先使用 Playwright/Cypress）
+- **[testmu-ai/puppeteer-skill](https://github.com/LambdaTest/agent-skills/tree/main/puppeteer-skill)** - 生成用于浏览器自动化、爬取与 PDF 生成的 Puppeteer 脚本
+- **[testmu-ai/pytest-skill](https://github.com/LambdaTest/agent-skills/tree/main/pytest-skill)** - 在 Python 中生成支持 fixtures、parametrize 与 mock 的 pytest 测试
+- **[testmu-ai/reqnroll-skill](https://github.com/LambdaTest/agent-skills/tree/main/reqnroll-skill)** - 使用 C# 为 Web 与移动端生成 Reqnroll BDD 测试
+- **[testmu-ai/robot-framework-skill](https://github.com/LambdaTest/agent-skills/tree/main/robot-framework-skill)** - 在 Python 中生成 Robot Framework 关键字驱动测试
+- **[testmu-ai/rspec-skill](https://github.com/LambdaTest/agent-skills/tree/main/rspec-skill)** - 在 Ruby 中生成支持 matchers、hooks 与 mock 的 RSpec 测试
+- **[testmu-ai/selenide-skill](https://github.com/LambdaTest/agent-skills/tree/main/selenide-skill)** - 在 Java 中生成支持自动等待与流式 API 的 Selenide UI 测试
+- **[testmu-ai/selenium-skill](https://github.com/LambdaTest/agent-skills/tree/main/selenium-skill)** - 使用 Java、Python、JS、C#、Ruby 或 PHP 生成 Selenium WebDriver 测试
+- **[testmu-ai/serenity-bdd-skill](https://github.com/LambdaTest/agent-skills/tree/main/serenity-bdd-skill)** - 在 Java 中使用 Screenplay 模式与报告能力生成 Serenity BDD 测试
+- **[testmu-ai/smartui-skill](https://github.com/LambdaTest/agent-skills/tree/main/smartui-skill)** - 生成用于截图比对的 SmartUI 视觉回归配置
+- **[testmu-ai/specflow-skill](https://github.com/LambdaTest/agent-skills/tree/main/specflow-skill)** - 使用 Gherkin 与步骤绑定为 C#/.NET 生成 SpecFlow BDD 测试
+- **[testmu-ai/test-framework-migration-skill](https://github.com/LambdaTest/agent-skills/tree/main/test-framework-migration-skill)** - 在 Selenium、Playwright、Puppeteer 与 Cypress 之间迁移测试
+- **[testmu-ai/testcafe-skill](https://github.com/LambdaTest/agent-skills/tree/main/testcafe-skill)** - 使用 JavaScript 或 TypeScript 生成 TestCafe 自动化测试
+- **[testmu-ai/testng-skill](https://github.com/LambdaTest/agent-skills/tree/main/testng-skill)** - 在 Java 中生成支持数据提供器与并行执行的 TestNG 测试
+- **[testmu-ai/testunit-skill](https://github.com/LambdaTest/agent-skills/tree/main/testunit-skill)** - 在 Ruby 中生成 Test::Unit xUnit 风格测试
+- **[testmu-ai/unittest-skill](https://github.com/LambdaTest/agent-skills/tree/main/unittest-skill)** - 生成使用 TestCase 与 setUp/tearDown 的 Python unittest 测试
+- **[testmu-ai/vitest-skill](https://github.com/LambdaTest/agent-skills/tree/main/vitest-skill)** - 在 JS/TS 中生成具备 Jest 兼容 API 与 ESM 支持的 Vitest 测试
+- **[testmu-ai/webdriverio-skill](https://github.com/LambdaTest/agent-skills/tree/main/webdriverio-skill)** - 使用 JavaScript 或 TypeScript 生成 WebdriverIO（WDIO）自动化测试
+- **[testmu-ai/xcuitest-skill](https://github.com/LambdaTest/agent-skills/tree/main/xcuitest-skill)** - 使用 Swift 为 iOS/iPadOS 应用生成 XCUITest UI 测试
+- **[testmu-ai/xunit-skill](https://github.com/LambdaTest/agent-skills/tree/main/xunit-skill)** - 使用 C# 配合 Fact/Theory 与 FluentAssertions 生成 xUnit.net 测试
-
Skills by Zero
+
Zero 的技能
-- **[zero/zero](https://github.com/officialzeroxyz/zero-plugins/blob/main/plugins/zero/skills/zero/SKILL.md)** - Discover and call external paid tools for Claude Code agents instead of stopping to ask the user to sign up or fetch an API key
-- **[zero/zero-gemini](https://github.com/officialzeroxyz/zero-plugins/tree/main/plugins/zero-gemini)** - Same Zero tool-discovery and payment layer packaged as a Gemini CLI extension
+- **[zero/zero](https://github.com/officialzeroxyz/zero-plugins/blob/main/plugins/zero/skills/zero/SKILL.md)** - 为 Claude Code 代理发现并调用外部付费工具，无需中断流程让用户注册或获取 API 密钥
+- **[zero/zero-gemini](https://github.com/officialzeroxyz/zero-plugins/tree/main/plugins/zero-gemini)** - 将相同的 Zero 工具发现与支付层打包为 Gemini CLI 扩展
-
Skills by Angular
+
Angular 的技能
-- **[angular/angular-developer](https://github.com/angular/skills)** - Generate Angular code and architectural guidance for components, services, reactivity
-- **[angular/angular-new-app](https://github.com/angular/skills)** - Create new Angular apps using CLI with modern best practices
+- **[angular/angular-developer](https://github.com/angular/skills)** - 为 components、services、reactivity 生成 Angular 代码与架构指导
+- **[angular/angular-new-app](https://github.com/angular/skills)** - 使用 CLI 按现代最佳实践创建新的 Angular 应用
-
Skills by Composio Team
+
Composio 团队的技能
-- **[composiohq/composio](https://officialskills.sh/composiohq/skills/composio)** - Connect AI agents to 1000+ external apps with managed authentication
+- **[composiohq/composio](https://officialskills.sh/composiohq/skills/composio)** - 通过托管认证将 AI 代理连接至 1000+ 外部应用
-
Skills by Supabase Team
+
Supabase 团队的技能
-- **[supabase/postgres-best-practices](https://officialskills.sh/supabase/skills/postgres-best-practices)** - PostgreSQL best practices for Supabase
+- **[supabase/postgres-best-practices](https://officialskills.sh/supabase/skills/postgres-best-practices)** - Supabase 的 PostgreSQL 最佳实践
-
Skills by Google Gemini
+
Google Gemini 的技能
-- **[google-gemini/gemini-api-dev](https://officialskills.sh/google-gemini/skills/gemini-api-dev)** - Best practices for developing Gemini-powered apps using the Gemini API
-- **[google-gemini/vertex-ai-api-dev](https://officialskills.sh/google-gemini/skills/vertex-ai-api-dev)** - Developing Gemini-powered apps on Google Cloud Vertex AI using the Gen AI SDK
-- **[google-gemini/gemini-live-api-dev](https://officialskills.sh/google-gemini/skills/gemini-live-api-dev)** - Building real-time bidirectional streaming apps with the Gemini Live API
-- **[google-gemini/gemini-interactions-api](https://officialskills.sh/google-gemini/skills/gemini-interactions-api)** - Building apps with the Gemini Interactions API for text, chat, streaming, and image generation
+- **[google-gemini/gemini-api-dev](https://officialskills.sh/google-gemini/skills/gemini-api-dev)** - 使用 Gemini API 开发 Gemini 驱动应用的最佳实践
+- **[google-gemini/vertex-ai-api-dev](https://officialskills.sh/google-gemini/skills/vertex-ai-api-dev)** - 使用 Gen AI SDK 在 Google Cloud Vertex AI 上开发 Gemini 驱动应用
+- **[google-gemini/gemini-live-api-dev](https://officialskills.sh/google-gemini/skills/gemini-live-api-dev)** - 使用 Gemini Live API 构建实时双向流式应用
+- **[google-gemini/gemini-interactions-api](https://officialskills.sh/google-gemini/skills/gemini-interactions-api)** - 使用 Gemini Interactions API 构建支持文本、聊天、流式传输和图像生成的应用
-
Skills by Stripe Team
+
Stripe 团队的技能
-- **[stripe/stripe-best-practices](https://officialskills.sh/stripe/skills/stripe-best-practices)** - Best practices for building Stripe integrations
-- **[stripe/upgrade-stripe](https://officialskills.sh/stripe/skills/upgrade-stripe)** - Upgrade Stripe SDK and API versions
+- **[stripe/stripe-best-practices](https://officialskills.sh/stripe/skills/stripe-best-practices)** - 构建 Stripe 集成的最佳实践
+- **[stripe/upgrade-stripe](https://officialskills.sh/stripe/skills/upgrade-stripe)** - 升级 Stripe SDK 与 API 版本
-
Skills by Courier
+
Courier 的技能
-- **[trycourier/courier-skills](https://github.com/trycourier/courier-skills)** - Multi-channel notifications via email, SMS, push, and chat
+- **[trycourier/courier-skills](https://github.com/trycourier/courier-skills)** - 通过电子邮件、SMS、推送和聊天实现多渠道通知
-
-- **[hashicorp/azure-verified-modules](https://officialskills.sh/hashicorp/skills/azure-verified-modules)** - Azure Verified Modules (AVM) certification standards for Terraform modules
-- **[hashicorp/new-terraform-provider](https://officialskills.sh/hashicorp/skills/new-terraform-provider)** - Scaffold a new Terraform provider project using the Plugin Framework
-- **[hashicorp/provider-resources](https://officialskills.sh/hashicorp/skills/provider-resources)** - Implement Terraform Provider resources and data sources using the Plugin Framework
-- **[hashicorp/provider-test-patterns](https://officialskills.sh/hashicorp/skills/provider-test-patterns)** - Acceptance test patterns for Terraform providers using terraform-plugin-testing
-- **[hashicorp/provider-actions](https://officialskills.sh/hashicorp/skills/provider-actions)** - Implement Terraform Provider Actions using the Plugin Framework
-- **[hashicorp/run-acceptance-tests](https://officialskills.sh/hashicorp/skills/run-acceptance-tests)** - Run acceptance tests for Terraform providers using Go's test runner
-- **[hashicorp/refactor-module](https://officialskills.sh/hashicorp/skills/refactor-module)** - Transform monolithic Terraform configurations into reusable modules
-- **[hashicorp/terraform-search-import](https://officialskills.sh/hashicorp/skills/terraform-search-import)** - Discover existing cloud resources and bulk import them into Terraform state
-- **[hashicorp/terraform-style-guide](https://officialskills.sh/hashicorp/skills/terraform-style-guide)** - Generate Terraform HCL code following HashiCorp's official style conventions
-- **[hashicorp/terraform-stacks](https://officialskills.sh/hashicorp/skills/terraform-stacks)** - Manage infrastructure across multiple environments, regions, and cloud accounts
-- **[hashicorp/terraform-test](https://officialskills.sh/hashicorp/skills/terraform-test)** - Built-in testing framework for Terraform configurations with .tftest.hcl files
+- **[hashicorp/azure-verified-modules](https://officialskills.sh/hashicorp/skills/azure-verified-modules)** - Terraform 模块的 Azure Verified Modules (AVM) 认证标准
+- **[hashicorp/new-terraform-provider](https://officialskills.sh/hashicorp/skills/new-terraform-provider)** - 使用 Plugin Framework 搭建新的 Terraform provider 项目
+- **[hashicorp/provider-resources](https://officialskills.sh/hashicorp/skills/provider-resources)** - 使用 Plugin Framework 实现 Terraform Provider 的 resources 与 data sources
+- **[hashicorp/provider-test-patterns](https://officialskills.sh/hashicorp/skills/provider-test-patterns)** - 使用 terraform-plugin-testing 的 Terraform provider 验收测试模式
+- **[hashicorp/provider-actions](https://officialskills.sh/hashicorp/skills/provider-actions)** - 使用 Plugin Framework 实现 Terraform Provider Actions
+- **[hashicorp/run-acceptance-tests](https://officialskills.sh/hashicorp/skills/run-acceptance-tests)** - 使用 Go 测试运行器为 Terraform provider 运行验收测试
+- **[hashicorp/refactor-module](https://officialskills.sh/hashicorp/skills/refactor-module)** - 将单体 Terraform 配置转换为可复用模块
+- **[hashicorp/terraform-search-import](https://officialskills.sh/hashicorp/skills/terraform-search-import)** - 发现现有云资源并批量导入 Terraform state
+- **[hashicorp/terraform-style-guide](https://officialskills.sh/hashicorp/skills/terraform-style-guide)** - 遵循 HashiCorp 官方风格约定生成 Terraform HCL 代码
+- **[hashicorp/terraform-stacks](https://officialskills.sh/hashicorp/skills/terraform-stacks)** - 跨多个环境、区域与云账户管理基础设施
+- **[hashicorp/terraform-test](https://officialskills.sh/hashicorp/skills/terraform-test)** - 使用 .tftest.hcl 文件的 Terraform 配置内置测试框架
-
Skills by Sanity Team
+
Sanity 团队的技能
-- **[sanity-io/sanity-best-practices](https://officialskills.sh/sanity-io/skills/sanity-best-practices)** - Best practices for Sanity Studio, GROQ queries, and content workflows
-- **[sanity-io/content-modeling-best-practices](https://officialskills.sh/sanity-io/skills/content-modeling-best-practices)** - Guidelines for designing scalable content models in Sanity
-- **[sanity-io/seo-aeo-best-practices](https://officialskills.sh/sanity-io/skills/seo-aeo-best-practices)** - SEO and answer engine optimization patterns for content sites
-- **[sanity-io/content-experimentation-best-practices](https://officialskills.sh/sanity-io/skills/content-experimentation-best-practices)** - Content A/B testing and experimentation workflows
+- **[sanity-io/sanity-best-practices](https://officialskills.sh/sanity-io/skills/sanity-best-practices)** - Sanity Studio、GROQ 查询与内容工作流的最佳实践
+- **[sanity-io/content-modeling-best-practices](https://officialskills.sh/sanity-io/skills/content-modeling-best-practices)** - 在 Sanity 中设计可扩展内容模型的指南
+- **[sanity-io/seo-aeo-best-practices](https://officialskills.sh/sanity-io/skills/seo-aeo-best-practices)** - 内容站点的 SEO 与答案引擎优化（AEO）模式
+- **[sanity-io/content-experimentation-best-practices](https://officialskills.sh/sanity-io/skills/content-experimentation-best-practices)** - 内容 A/B 测试与实验工作流
-
Skills by Firecrawl Team
+
Firecrawl 团队的技能
-- **[firecrawl/firecrawl-build](https://officialskills.sh/firecrawl/skills/firecrawl-build)** - Integrate Firecrawl into application code for web search, scraping, extraction, and browser interaction
-- **[firecrawl/firecrawl-build-interact](https://officialskills.sh/firecrawl/skills/firecrawl-build-interact)** - Multi-step Firecrawl browser flows: clicks, form fills, pagination, and auth-aware navigation
-- **[firecrawl/firecrawl-build-onboarding](https://officialskills.sh/firecrawl/skills/firecrawl-build-onboarding)** - Set up Firecrawl credentials and SDK in a project for the first integration
-- **[firecrawl/firecrawl-build-scrape](https://officialskills.sh/firecrawl/skills/firecrawl-build-scrape)** - Integrate Firecrawl `/scrape` for single-page extraction from product code
-- **[firecrawl/firecrawl-build-search](https://officialskills.sh/firecrawl/skills/firecrawl-build-search)** - Integrate Firecrawl `/search` for query-first discovery with optional content hydration
+- **[firecrawl/firecrawl-build](https://officialskills.sh/firecrawl/skills/firecrawl-build)** - 将 Firecrawl 集成到应用代码中，用于网页搜索、抓取、提取和浏览器交互
+- **[firecrawl/firecrawl-build-interact](https://officialskills.sh/firecrawl/skills/firecrawl-build-interact)** - 多步骤 Firecrawl 浏览器流程：点击、表单填写、分页和感知认证的导航
+- **[firecrawl/firecrawl-build-onboarding](https://officialskills.sh/firecrawl/skills/firecrawl-build-onboarding)** - 在项目中首次集成时配置 Firecrawl 凭据和 SDK
+- **[firecrawl/firecrawl-build-scrape](https://officialskills.sh/firecrawl/skills/firecrawl-build-scrape)** - 从产品代码中集成 Firecrawl `/scrape`，实现单页提取
+- **[firecrawl/firecrawl-build-search](https://officialskills.sh/firecrawl/skills/firecrawl-build-search)** - 集成 Firecrawl `/search`，实现以查询为先的发现，并可选择性地填充内容
-
Skills by Neon
+
Neon 的技能
-- **[neondatabase/neon-postgres](https://officialskills.sh/neondatabase/skills/neon-postgres)** - Best practices for Neon Serverless Postgres
-- **[neondatabase/claimable-postgres](https://officialskills.sh/neondatabase/skills/claimable-postgres)** - Claimable Postgres database provisioning with Neon
-- **[neondatabase/neon-postgres-egress-optimizer](https://officialskills.sh/neondatabase/skills/neon-postgres-egress-optimizer)** - Optimize Neon Postgres egress and data transfer
+- **[neondatabase/neon-postgres](https://officialskills.sh/neondatabase/skills/neon-postgres)** - Neon Serverless Postgres 最佳实践
+- **[neondatabase/claimable-postgres](https://officialskills.sh/neondatabase/skills/claimable-postgres)** - 使用 Neon 进行可申领（Claimable）Postgres 数据库配置
+- **[neondatabase/neon-postgres-egress-optimizer](https://officialskills.sh/neondatabase/skills/neon-postgres-egress-optimizer)** - 优化 Neon Postgres 出站流量和数据传输
-
Skills by ClickHouse
+
ClickHouse 的技能
-- **[clickhouse/clickhouse-best-practices](https://officialskills.sh/clickhouse/skills/clickhouse-best-practices)** - Best practices for working with ClickHouse
-- **[clickhouse/chdb-datastore](https://officialskills.sh/clickhouse/skills/chdb-datastore)** - Drop-in pandas replacement with ClickHouse performance across 16+ data sources
-- **[clickhouse/chdb-sql](https://officialskills.sh/clickhouse/skills/chdb-sql)** - In-process ClickHouse SQL engine for Python — query files, databases, and cloud storage without a server
-- **[clickhouse/clickhouse-architecture-advisor](https://officialskills.sh/clickhouse/skills/clickhouse-architecture-advisor)** - Design ClickHouse architectures and translate best practices into workload-specific decisions
-- **[clickhouse/clickhousectl-cloud-deploy](https://officialskills.sh/clickhouse/skills/clickhousectl-cloud-deploy)** - Deploy to ClickHouse Cloud and migrate from local setups with clickhousectl
-- **[clickhouse/clickhousectl-local-dev](https://officialskills.sh/clickhouse/skills/clickhousectl-local-dev)** - Spin up a local ClickHouse development environment from zero with clickhousectl
+- **[clickhouse/clickhouse-best-practices](https://officialskills.sh/clickhouse/skills/clickhouse-best-practices)** - 使用 ClickHouse 的最佳实践
+- **[clickhouse/chdb-datastore](https://officialskills.sh/clickhouse/skills/chdb-datastore)** - 可即插即用替代 pandas，在 16+ 数据源上获得 ClickHouse 性能
+- **[clickhouse/chdb-sql](https://officialskills.sh/clickhouse/skills/chdb-sql)** - 面向 Python 的进程内 ClickHouse SQL 引擎 — 无需服务器即可查询文件、数据库和云存储
+- **[clickhouse/clickhouse-architecture-advisor](https://officialskills.sh/clickhouse/skills/clickhouse-architecture-advisor)** - 设计 ClickHouse 架构，并将最佳实践转化为针对具体工作负载的决策
+- **[clickhouse/clickhousectl-cloud-deploy](https://officialskills.sh/clickhouse/skills/clickhousectl-cloud-deploy)** - 使用 clickhousectl 部署到 ClickHouse Cloud，并从本地环境迁移
+- **[clickhouse/clickhousectl-local-dev](https://officialskills.sh/clickhouse/skills/clickhousectl-local-dev)** - 使用 clickhousectl 从零搭建本地 ClickHouse 开发环境
-
Skills by Remotion
+
Remotion 的技能
-- **[remotion-dev/remotion](https://officialskills.sh/remotion-dev/skills/remotion)** - Programmatic video creation with React
+- **[remotion-dev/remotion](https://officialskills.sh/remotion-dev/skills/remotion)** - 使用 React 以编程方式创建视频
-
Skills by Replicate
+
Replicate 的技能
-- **[replicate/replicate](https://officialskills.sh/replicate/skills/replicate)** - Discover, compare, and run AI models using Replicate's API
+- **[replicate/replicate](https://officialskills.sh/replicate/skills/replicate)** - 使用 Replicate 的 API 发现、比较并运行 AI 模型
-
Skills by Typefully
+
Typefully 的技能
-- **[typefully/typefully](https://officialskills.sh/typefully/skills/typefully)** - Create, schedule, and publish social media content across X, LinkedIn, Threads, Bluesky, and Mastodon
+- **[typefully/typefully](https://officialskills.sh/typefully/skills/typefully)** - 在 X、LinkedIn、Threads、Bluesky 和 Mastodon 上创建、排期和发布社交媒体内容
-
Skills by Venice.ai
+
Venice.ai 的技能
-Official skills by Venice.ai for the Venice API.
+Venice.ai 为 Venice API 提供的官方技能。
-- **[veniceai/venice-api-overview](https://github.com/veniceai/skills/tree/main/skills/venice-api-overview)** - API basics, auth modes, pricing, and versioning
-- **[veniceai/venice-auth](https://github.com/veniceai/skills/tree/main/skills/venice-auth)** - API keys and wallet-based Venice authentication
-- **[veniceai/venice-chat](https://github.com/veniceai/skills/tree/main/skills/venice-chat)** - Chat completions, multimodal inputs, tools, and streaming
-- **[veniceai/venice-responses](https://github.com/veniceai/skills/tree/main/skills/venice-responses)** - OpenAI-compatible Responses API for Venice
-- **[veniceai/venice-embeddings](https://github.com/veniceai/skills/tree/main/skills/venice-embeddings)** - Embeddings models, dimensions, and encoding formats
-- **[veniceai/venice-image-generate](https://github.com/veniceai/skills/tree/main/skills/venice-image-generate)** - Image generation endpoints and available styles
-- **[veniceai/venice-image-edit](https://github.com/veniceai/skills/tree/main/skills/venice-image-edit)** - Image edits, upscaling, and background removal
-- **[veniceai/venice-audio-speech](https://github.com/veniceai/skills/tree/main/skills/venice-audio-speech)** - Text-to-speech models, voices, formats, and streaming
-- **[veniceai/venice-audio-music](https://github.com/veniceai/skills/tree/main/skills/venice-audio-music)** - Music generation queueing, retrieval, and completion endpoints
-- **[veniceai/venice-audio-transcription](https://github.com/veniceai/skills/tree/main/skills/venice-audio-transcription)** - Audio transcription models and speech-to-text options
-- **[veniceai/venice-video](https://github.com/veniceai/skills/tree/main/skills/venice-video)** - Video generation and transcription workflows
-- **[veniceai/venice-models](https://github.com/veniceai/skills/tree/main/skills/venice-models)** - Model catalog, traits, and compatibility mappings
-- **[veniceai/venice-characters](https://github.com/veniceai/skills/tree/main/skills/venice-characters)** - Character endpoints and `character_slug` usage
-- **[veniceai/venice-api-keys](https://github.com/veniceai/skills/tree/main/skills/venice-api-keys)** - API key CRUD, rate limits, and Web3 keys
-- **[veniceai/venice-billing](https://github.com/veniceai/skills/tree/main/skills/venice-billing)** - Balance, usage, and billing analytics endpoints
-- **[veniceai/venice-x402](https://github.com/veniceai/skills/tree/main/skills/venice-x402)** - Wallet credits and x402 payments on Base
-- **[veniceai/venice-crypto-rpc](https://github.com/veniceai/skills/tree/main/skills/venice-crypto-rpc)** - JSON-RPC proxying for supported crypto networks
-- **[veniceai/venice-augment](https://github.com/veniceai/skills/tree/main/skills/venice-augment)** - Search, scraping, and text parsing endpoints
-- **[veniceai/venice-errors](https://github.com/veniceai/skills/tree/main/skills/venice-errors)** - Error handling, retries, and API status codes
+- **[veniceai/venice-api-overview](https://github.com/veniceai/skills/tree/main/skills/venice-api-overview)** - API 基础、认证模式、定价和版本管理
+- **[veniceai/venice-auth](https://github.com/veniceai/skills/tree/main/skills/venice-auth)** - API 密钥和基于钱包的 Venice 认证
+- **[veniceai/venice-chat](https://github.com/veniceai/skills/tree/main/skills/venice-chat)** - 聊天补全、多模态输入、工具和流式传输
+- **[veniceai/venice-responses](https://github.com/veniceai/skills/tree/main/skills/venice-responses)** - 适用于 Venice 的 OpenAI 兼容 Responses API
+- **[veniceai/venice-embeddings](https://github.com/veniceai/skills/tree/main/skills/venice-embeddings)** - Embeddings 模型、维度和编码格式
+- **[veniceai/venice-image-generate](https://github.com/veniceai/skills/tree/main/skills/venice-image-generate)** - 图像生成端点和可用风格
+- **[veniceai/venice-image-edit](https://github.com/veniceai/skills/tree/main/skills/venice-image-edit)** - 图像编辑、放大和背景移除
+- **[veniceai/venice-audio-speech](https://github.com/veniceai/skills/tree/main/skills/venice-audio-speech)** - 文本转语音模型、音色、格式和流式传输
+- **[veniceai/venice-audio-music](https://github.com/veniceai/skills/tree/main/skills/venice-audio-music)** - 音乐生成排队、检索和完成端点
+- **[veniceai/venice-audio-transcription](https://github.com/veniceai/skills/tree/main/skills/venice-audio-transcription)** - 音频转录模型和语音转文本选项
+- **[veniceai/venice-video](https://github.com/veniceai/skills/tree/main/skills/venice-video)** - 视频生成和转录工作流
+- **[veniceai/venice-models](https://github.com/veniceai/skills/tree/main/skills/venice-models)** - 模型目录、特性与兼容性映射
+- **[veniceai/venice-characters](https://github.com/veniceai/skills/tree/main/skills/venice-characters)** - 角色端点和 `character_slug` 用法
+- **[veniceai/venice-api-keys](https://github.com/veniceai/skills/tree/main/skills/venice-api-keys)** - API 密钥 CRUD、速率限制和 Web3 密钥
+- **[veniceai/venice-billing](https://github.com/veniceai/skills/tree/main/skills/venice-billing)** - 余额、用量和计费分析端点
+- **[veniceai/venice-x402](https://github.com/veniceai/skills/tree/main/skills/venice-x402)** - Base 上的钱包额度与 x402 支付
+- **[veniceai/venice-crypto-rpc](https://github.com/veniceai/skills/tree/main/skills/venice-crypto-rpc)** - 为支持的加密网络提供 JSON-RPC 代理
+- **[veniceai/venice-augment](https://github.com/veniceai/skills/tree/main/skills/venice-augment)** - 搜索、抓取和文本解析端点
+- **[veniceai/venice-errors](https://github.com/veniceai/skills/tree/main/skills/venice-errors)** - 错误处理、重试和 API 状态码
-
Skills by Vercel Engineering Team
+
Vercel 工程团队的技能
-- **[vercel-labs/next-best-practices](https://officialskills.sh/vercel-labs/skills/next-best-practices)** - Next.js best practices and recommended patterns
-- **[vercel-labs/next-cache-components](https://officialskills.sh/vercel-labs/skills/next-cache-components)** - Caching strategies and cache-aware components in Next.js
-- **[vercel-labs/next-upgrade](https://officialskills.sh/vercel-labs/skills/next-upgrade)** - Upgrade Next.js projects to newer versions
+- **[vercel-labs/next-best-practices](https://officialskills.sh/vercel-labs/skills/next-best-practices)** - Next.js 最佳实践和推荐模式
+- **[vercel-labs/next-cache-components](https://officialskills.sh/vercel-labs/skills/next-cache-components)** - Next.js 中的缓存策略和感知缓存的组件
+- **[vercel-labs/next-upgrade](https://officialskills.sh/vercel-labs/skills/next-upgrade)** - 将 Next.js 项目升级到新版本
-
Skills by Cloudflare Team
+
Cloudflare 团队的技能
-- **[cloudflare/agents-sdk](https://officialskills.sh/cloudflare/skills/agents-sdk)** - Build stateful AI agents with scheduling, RPC, and MCP servers
-- **[cloudflare/cloudflare](https://officialskills.sh/cloudflare/skills/cloudflare)** - Comprehensive Cloudflare platform skill covering Workers, Pages, storage, AI, networking, security, and IaC
-- **[cloudflare/cloudflare-email-service](https://officialskills.sh/cloudflare/skills/cloudflare-email-service)** - Send transactional email and route inbound mail with Cloudflare Email Sending and Email Routing
-- **[cloudflare/durable-objects](https://officialskills.sh/cloudflare/skills/durable-objects)** - Stateful coordination with RPC, SQLite, and WebSockets
-- **[cloudflare/sandbox-sdk](https://officialskills.sh/cloudflare/skills/sandbox-sdk)** - Build sandboxed applications for secure, isolated code execution on Workers
-- **[cloudflare/web-perf](https://officialskills.sh/cloudflare/skills/web-perf)** - Audit Core Web Vitals and render-blocking resources
-- **[cloudflare/workers-best-practices](https://officialskills.sh/cloudflare/skills/workers-best-practices)** - Review and author Workers code against production best practices and wrangler.jsonc conventions
-- **[cloudflare/wrangler](https://officialskills.sh/cloudflare/skills/wrangler)** - Deploy and manage Workers, KV, R2, D1, Vectorize, Queues, Workflows
+- **[cloudflare/agents-sdk](https://officialskills.sh/cloudflare/skills/agents-sdk)** - 构建具有调度、RPC 和 MCP 服务器能力的有状态 AI Agent
+- **[cloudflare/cloudflare](https://officialskills.sh/cloudflare/skills/cloudflare)** - 全面的 Cloudflare 平台技能，涵盖 Workers、Pages、存储、AI、网络、安全和 IaC
+- **[cloudflare/cloudflare-email-service](https://officialskills.sh/cloudflare/skills/cloudflare-email-service)** - 使用 Cloudflare Email Sending 和 Email Routing 发送事务邮件并路由入站邮件
+- **[cloudflare/durable-objects](https://officialskills.sh/cloudflare/skills/durable-objects)** - 通过 RPC、SQLite 和 WebSockets 实现有状态协调
+- **[cloudflare/sandbox-sdk](https://officialskills.sh/cloudflare/skills/sandbox-sdk)** - 构建沙箱应用，在 Workers 上安全、隔离地执行代码
+- **[cloudflare/web-perf](https://officialskills.sh/cloudflare/skills/web-perf)** - 审计 Core Web Vitals 和阻塞渲染的资源
+- **[cloudflare/workers-best-practices](https://officialskills.sh/cloudflare/skills/workers-best-practices)** - 依据生产最佳实践和 wrangler.jsonc 约定审查和编写 Workers 代码
+- **[cloudflare/wrangler](https://officialskills.sh/cloudflare/skills/wrangler)** - 部署和管理 Workers、KV、R2、D1、Vectorize、Queues、Workflows
-
Skills by Netlify Team
+
Netlify 团队的 Skills
-- **[netlify/netlify-functions](https://officialskills.sh/netlify/skills/netlify-functions)** - Build serverless API endpoints and background tasks
-- **[netlify/netlify-edge-functions](https://officialskills.sh/netlify/skills/netlify-edge-functions)** - Low-latency edge middleware and geolocation logic
-- **[netlify/netlify-blobs](https://officialskills.sh/netlify/skills/netlify-blobs)** - Key-value object storage for files and data
-- **[netlify/netlify-db](https://officialskills.sh/netlify/skills/netlify-db)** - Managed Postgres with deploy preview branching
-- **[netlify/netlify-image-cdn](https://officialskills.sh/netlify/skills/netlify-image-cdn)** - Optimize and transform images via CDN
-- **[netlify/netlify-forms](https://officialskills.sh/netlify/skills/netlify-forms)** - HTML form handling with spam filtering
-- **[netlify/netlify-frameworks](https://officialskills.sh/netlify/skills/netlify-frameworks)** - Deploy web frameworks with SSR support
-- **[netlify/netlify-caching](https://officialskills.sh/netlify/skills/netlify-caching)** - Configure CDN caching and cache purging
-- **[netlify/netlify-config](https://officialskills.sh/netlify/skills/netlify-config)** - Reference for netlify.toml site configuration
-- **[netlify/netlify-cli-and-deploy](https://officialskills.sh/netlify/skills/netlify-cli-and-deploy)** - CLI setup, local dev, and deployment workflows
-- **[netlify/netlify-deploy](https://officialskills.sh/netlify/skills/netlify-deploy)** - Automated deployment workflow for Netlify sites
-- **[netlify/netlify-ai-gateway](https://officialskills.sh/netlify/skills/netlify-ai-gateway)** - Access AI models via unified gateway endpoint
+- **[netlify/netlify-functions](https://officialskills.sh/netlify/skills/netlify-functions)** - 构建无服务器 API 端点和后台任务
+- **[netlify/netlify-edge-functions](https://officialskills.sh/netlify/skills/netlify-edge-functions)** - 低延迟边缘中间件和地理位置逻辑
+- **[netlify/netlify-blobs](https://officialskills.sh/netlify/skills/netlify-blobs)** - 用于文件和数据的键值对象存储
+- **[netlify/netlify-db](https://officialskills.sh/netlify/skills/netlify-db)** - 托管 Postgres，支持部署预览分支
+- **[netlify/netlify-image-cdn](https://officialskills.sh/netlify/skills/netlify-image-cdn)** - 通过 CDN 优化和转换图像
+- **[netlify/netlify-forms](https://officialskills.sh/netlify/skills/netlify-forms)** - HTML 表单处理，含垃圾邮件过滤
+- **[netlify/netlify-frameworks](https://officialskills.sh/netlify/skills/netlify-frameworks)** - 部署支持 SSR 的 Web 框架
+- **[netlify/netlify-caching](https://officialskills.sh/netlify/skills/netlify-caching)** - 配置 CDN 缓存和缓存清除
+- **[netlify/netlify-config](https://officialskills.sh/netlify/skills/netlify-config)** - netlify.toml 站点配置参考
+- **[netlify/netlify-cli-and-deploy](https://officialskills.sh/netlify/skills/netlify-cli-and-deploy)** - CLI 设置、本地开发与部署工作流
+- **[netlify/netlify-deploy](https://officialskills.sh/netlify/skills/netlify-deploy)** - Netlify 站点的自动化部署工作流
+- **[netlify/netlify-ai-gateway](https://officialskills.sh/netlify/skills/netlify-ai-gateway)** - 通过统一网关端点访问 AI 模型
-
Skills by Google Labs (Stitch)
+
Google Labs（Stitch）的 Skills
-Agent Skills for the Stitch MCP server, compatible with Claude Code, Gemini CLI, Cursor, and more.
+适用于 Stitch MCP 服务器的 Agent Skills，兼容 Claude Code、Gemini CLI、Cursor 等。
-- **[google-labs-code/design-md](https://officialskills.sh/google-labs-code/skills/design-md)** - Create and manage DESIGN.md files
-- **[google-labs-code/enhance-prompt](https://officialskills.sh/google-labs-code/skills/enhance-prompt)** - Improve prompts with design specs and UI/UX vocabulary
-- **[google-labs-code/react-components](https://officialskills.sh/google-labs-code/skills/react-components)** - Stitch to React components conversion
-- **[google-labs-code/remotion](https://officialskills.sh/google-labs-code/skills/remotion)** - Generate walkthrough videos from Stitch app designs
-- **[google-labs-code/shadcn-ui](https://officialskills.sh/google-labs-code/skills/shadcn-ui)** - Build UI components with shadcn/ui
-- **[google-labs-code/stitch-loop](https://officialskills.sh/google-labs-code/skills/stitch-loop)** - Iterative design-to-code feedback loop
+- **[google-labs-code/design-md](https://officialskills.sh/google-labs-code/skills/design-md)** - 创建和管理 DESIGN.md 文件
+- **[google-labs-code/enhance-prompt](https://officialskills.sh/google-labs-code/skills/enhance-prompt)** - 利用设计规范和 UI/UX 词汇改进提示词
+- **[google-labs-code/react-components](https://officialskills.sh/google-labs-code/skills/react-components)** - 将 Stitch 转换为 React 组件
+- **[google-labs-code/remotion](https://officialskills.sh/google-labs-code/skills/remotion)** - 根据 Stitch 应用设计生成演示视频
+- **[google-labs-code/shadcn-ui](https://officialskills.sh/google-labs-code/skills/shadcn-ui)** - 使用 shadcn/ui 构建 UI 组件
+- **[google-labs-code/stitch-loop](https://officialskills.sh/google-labs-code/skills/stitch-loop)** - 迭代式设计到代码反馈循环
-
Skills by Google Workspace CLI
+
Google Workspace CLI 的 Skills
-Official Google Workspace CLI skills for managing Google Workspace services via the `gws` CLI tool.
+官方 Google Workspace CLI 技能，用于通过 `gws` CLI 工具管理 Google Workspace 服务。
-- **[googleworkspace/gws-shared](https://officialskills.sh/googleworkspace/skills/gws-shared)** - Shared authentication, global flags, and output formatting
-- **[googleworkspace/gws-drive](https://officialskills.sh/googleworkspace/skills/gws-drive)** - Manage Google Drive files, folders, and shared drives
-- **[googleworkspace/gws-sheets](https://officialskills.sh/googleworkspace/skills/gws-sheets)** - Read and write Google Sheets spreadsheets
-- **[googleworkspace/gws-gmail](https://officialskills.sh/googleworkspace/skills/gws-gmail)** - Send, read, and manage Gmail email
-- **[googleworkspace/gws-calendar](https://officialskills.sh/googleworkspace/skills/gws-calendar)** - Manage Google Calendar calendars and events
-- **[googleworkspace/gws-admin-reports](https://officialskills.sh/googleworkspace/skills/gws-admin-reports)** - Audit logs and usage reports for Workspace
-- **[googleworkspace/gws-docs](https://officialskills.sh/googleworkspace/skills/gws-docs)** - Read and write Google Docs documents
-- **[googleworkspace/gws-slides](https://officialskills.sh/googleworkspace/skills/gws-slides)** - Read and write Google Slides presentations
-- **[googleworkspace/gws-tasks](https://officialskills.sh/googleworkspace/skills/gws-tasks)** - Manage Google Tasks task lists and tasks
-- **[googleworkspace/gws-people](https://officialskills.sh/googleworkspace/skills/gws-people)** - Manage Google People contacts and profiles
-- **[googleworkspace/gws-chat](https://officialskills.sh/googleworkspace/skills/gws-chat)** - Manage Google Chat spaces and messages
-- **[googleworkspace/gws-classroom](https://officialskills.sh/googleworkspace/skills/gws-classroom)** - Manage Google Classroom classes, rosters, and coursework
-- **[googleworkspace/gws-forms](https://officialskills.sh/googleworkspace/skills/gws-forms)** - Read and write Google Forms
-- **[googleworkspace/gws-keep](https://officialskills.sh/googleworkspace/skills/gws-keep)** - Manage Google Keep notes
-- **[googleworkspace/gws-events](https://officialskills.sh/googleworkspace/skills/gws-events)** - Subscribe to Google Workspace events
-- **[googleworkspace/gws-modelarmor](https://officialskills.sh/googleworkspace/skills/gws-modelarmor)** - Filter user-generated content for safety
-- **[googleworkspace/gws-workflow](https://officialskills.sh/googleworkspace/skills/gws-workflow)** - Cross-service Google Workspace productivity workflows
+- **[googleworkspace/gws-shared](https://officialskills.sh/googleworkspace/skills/gws-shared)** - 共享认证、全局标志和输出格式化
+- **[googleworkspace/gws-drive](https://officialskills.sh/googleworkspace/skills/gws-drive)** - 管理 Google Drive 文件、文件夹和共享云端硬盘
+- **[googleworkspace/gws-sheets](https://officialskills.sh/googleworkspace/skills/gws-sheets)** - 读取和写入 Google Sheets 电子表格
+- **[googleworkspace/gws-gmail](https://officialskills.sh/googleworkspace/skills/gws-gmail)** - 发送、读取和管理 Gmail 邮件
+- **[googleworkspace/gws-calendar](https://officialskills.sh/googleworkspace/skills/gws-calendar)** - 管理 Google Calendar 日历和事件
+- **[googleworkspace/gws-admin-reports](https://officialskills.sh/googleworkspace/skills/gws-admin-reports)** - Workspace 审计日志和使用报告
+- **[googleworkspace/gws-docs](https://officialskills.sh/googleworkspace/skills/gws-docs)** - 读取和写入 Google Docs 文档
+- **[googleworkspace/gws-slides](https://officialskills.sh/googleworkspace/skills/gws-slides)** - 读取和写入 Google Slides 演示文稿
+- **[googleworkspace/gws-tasks](https://officialskills.sh/googleworkspace/skills/gws-tasks)** - 管理 Google Tasks 任务列表和任务
+- **[googleworkspace/gws-people](https://officialskills.sh/googleworkspace/skills/gws-people)** - 管理 Google People 联系人和个人资料
+- **[googleworkspace/gws-chat](https://officialskills.sh/googleworkspace/skills/gws-chat)** - 管理 Google Chat 空间和消息
+- **[googleworkspace/gws-classroom](https://officialskills.sh/googleworkspace/skills/gws-classroom)** - 管理 Google Classroom 班级、花名册和课程作业
+- **[googleworkspace/gws-forms](https://officialskills.sh/googleworkspace/skills/gws-forms)** - 读取和写入 Google Forms
+- **[googleworkspace/gws-keep](https://officialskills.sh/googleworkspace/skills/gws-keep)** - 管理 Google Keep 笔记
+- **[googleworkspace/gws-events](https://officialskills.sh/googleworkspace/skills/gws-events)** - 订阅 Google Workspace 事件
+- **[googleworkspace/gws-modelarmor](https://officialskills.sh/googleworkspace/skills/gws-modelarmor)** - 过滤用户生成内容以确保安全
+- **[googleworkspace/gws-workflow](https://officialskills.sh/googleworkspace/skills/gws-workflow)** - 跨服务的 Google Workspace 生产力工作流
-
Skills by Expo Team
+
Expo 团队的 Skills
-Official AI agent skills from the Expo team for building, deploying, and debugging Expo apps.
+Expo 团队提供的官方 AI 代理技能，用于构建、部署和调试 Expo 应用。
-- **[expo/building-native-ui](https://officialskills.sh/expo/skills/building-native-ui)** - Build apps with Expo Router, styling, components, navigation, and animations
-- **[expo/expo-api-routes](https://officialskills.sh/expo/skills/expo-api-routes)** - Create API routes in Expo Router with EAS Hosting
-- **[expo/expo-cicd-workflows](https://officialskills.sh/expo/skills/expo-cicd-workflows)** - CI/CD workflows for Expo projects
-- **[expo/expo-deployment](https://officialskills.sh/expo/skills/expo-deployment)** - Deploy Expo apps to production
-- **[expo/expo-dev-client](https://officialskills.sh/expo/skills/expo-dev-client)** - Build and distribute Expo dev clients locally or via TestFlight
-- **[expo/expo-tailwind-setup](https://officialskills.sh/expo/skills/expo-tailwind-setup)** - Set up Tailwind CSS v4 in Expo with NativeWind v5
-- **[expo/expo-ui-jetpack-compose](https://officialskills.sh/expo/skills/expo-ui-jetpack-compose)** - Jetpack Compose UI components for Expo
-- **[expo/expo-ui-swift-ui](https://officialskills.sh/expo/skills/expo-ui-swift-ui)** - SwiftUI components for Expo
-- **[expo/native-data-fetching](https://officialskills.sh/expo/skills/native-data-fetching)** - Network requests, API calls, caching, and offline support
-- **[expo/upgrading-expo](https://officialskills.sh/expo/skills/upgrading-expo)** - Upgrade Expo SDK versions
-- **[expo/use-dom](https://officialskills.sh/expo/skills/use-dom)** - Run web code in a webview on native using DOM components
+- **[expo/building-native-ui](https://officialskills.sh/expo/skills/building-native-ui)** - 使用 Expo Router、样式、组件、导航和动画构建应用
+- **[expo/expo-api-routes](https://officialskills.sh/expo/skills/expo-api-routes)** - 在 Expo Router 中使用 EAS Hosting 创建 API 路由
+- **[expo/expo-cicd-workflows](https://officialskills.sh/expo/skills/expo-cicd-workflows)** - Expo 项目的 CI/CD 工作流
+- **[expo/expo-deployment](https://officialskills.sh/expo/skills/expo-deployment)** - 将 Expo 应用部署到生产环境
+- **[expo/expo-dev-client](https://officialskills.sh/expo/skills/expo-dev-client)** - 在本地或通过 TestFlight 构建和分发 Expo 开发客户端
+- **[expo/expo-tailwind-setup](https://officialskills.sh/expo/skills/expo-tailwind-setup)** - 在 Expo 中使用 NativeWind v5 设置 Tailwind CSS v4
+- **[expo/expo-ui-jetpack-compose](https://officialskills.sh/expo/skills/expo-ui-jetpack-compose)** - 适用于 Expo 的 Jetpack Compose UI 组件
+- **[expo/expo-ui-swift-ui](https://officialskills.sh/expo/skills/expo-ui-swift-ui)** - 适用于 Expo 的 SwiftUI 组件
+- **[expo/native-data-fetching](https://officialskills.sh/expo/skills/native-data-fetching)** - 网络请求、API 调用、缓存和离线支持
+- **[expo/upgrading-expo](https://officialskills.sh/expo/skills/upgrading-expo)** - 升级 Expo SDK 版本
+- **[expo/use-dom](https://officialskills.sh/expo/skills/use-dom)** - 使用 DOM 组件在原生 WebView 中运行 Web 代码
-
Skills by Hugging Face Team
+
Hugging Face 团队的 Skills
-Official AI agent skills from the Hugging Face team for ML workflows.
+Hugging Face 团队提供的官方 AI 代理技能，用于机器学习（ML）工作流。
-- **[huggingface/hf-cli](https://officialskills.sh/huggingface/skills/hf-cli)** - HF CLI tool for Hub operations
-- **[huggingface/hugging-face-dataset-viewer](https://officialskills.sh/huggingface/skills/hugging-face-dataset-viewer)** - Browse and query HF datasets with the Dataset Viewer API
-- **[huggingface/hugging-face-datasets](https://officialskills.sh/huggingface/skills/hugging-face-datasets)** - Create and manage datasets with configs and SQL querying
-- **[huggingface/hugging-face-evaluation](https://officialskills.sh/huggingface/skills/hugging-face-evaluation)** - Model evaluation with vLLM/lighteval and eval tables
-- **[huggingface/hugging-face-jobs](https://officialskills.sh/huggingface/skills/hugging-face-jobs)** - Run compute jobs and Python scripts on HF infrastructure
-- **[huggingface/hugging-face-model-trainer](https://officialskills.sh/huggingface/skills/hugging-face-model-trainer)** - Train models with TRL: SFT, DPO, GRPO, GGUF conversion
-- **[huggingface/hugging-face-paper-pages](https://officialskills.sh/huggingface/skills/hugging-face-paper-pages)** - Create and manage paper pages on HF Hub
-- **[huggingface/hugging-face-paper-publisher](https://officialskills.sh/huggingface/skills/hugging-face-paper-publisher)** - Publish papers on HF Hub with model/dataset links
-- **[huggingface/hugging-face-tool-builder](https://officialskills.sh/huggingface/skills/hugging-face-tool-builder)** - Build reusable scripts for HF API operations
-- **[huggingface/hugging-face-trackio](https://officialskills.sh/huggingface/skills/hugging-face-trackio)** - Track ML experiments with real-time dashboards
-- **[huggingface/hugging-face-vision-trainer](https://officialskills.sh/huggingface/skills/hugging-face-vision-trainer)** - Train vision models on HF infrastructure
-- **[huggingface/huggingface-gradio](https://officialskills.sh/huggingface/skills/huggingface-gradio)** - Build Gradio apps and deploy to HF Spaces
-- **[huggingface/transformers.js](https://officialskills.sh/huggingface/skills/transformers.js)** - Run ML models in the browser with Transformers.js
+- **[huggingface/hf-cli](https://officialskills.sh/huggingface/skills/hf-cli)** - 用于 Hub 操作的 HF CLI 工具
+- **[huggingface/hugging-face-dataset-viewer](https://officialskills.sh/huggingface/skills/hugging-face-dataset-viewer)** - 使用 Dataset Viewer API 浏览和查询 HF 数据集
+- **[huggingface/hugging-face-datasets](https://officialskills.sh/huggingface/skills/hugging-face-datasets)** - 创建和管理数据集，支持配置和 SQL 查询
+- **[huggingface/hugging-face-evaluation](https://officialskills.sh/huggingface/skills/hugging-face-evaluation)** - 使用 vLLM/lighteval 进行模型评估和评估表
+- **[huggingface/hugging-face-jobs](https://officialskills.sh/huggingface/skills/hugging-face-jobs)** - 在 HF 基础设施上运行计算任务和 Python 脚本
+- **[huggingface/hugging-face-model-trainer](https://officialskills.sh/huggingface/skills/hugging-face-model-trainer)** - 使用 TRL 训练模型：SFT、DPO、GRPO、GGUF 转换
+- **[huggingface/hugging-face-paper-pages](https://officialskills.sh/huggingface/skills/hugging-face-paper-pages)** - 在 HF Hub 上创建和管理论文页面
+- **[huggingface/hugging-face-paper-publisher](https://officialskills.sh/huggingface/skills/hugging-face-paper-publisher)** - 在 HF Hub 上发布论文并关联模型/数据集链接
+- **[huggingface/hugging-face-tool-builder](https://officialskills.sh/huggingface/skills/hugging-face-tool-builder)** - 构建可复用的 HF API 操作脚本
+- **[huggingface/hugging-face-trackio](https://officialskills.sh/huggingface/skills/hugging-face-trackio)** - 使用实时仪表板跟踪 ML 实验
+- **[huggingface/hugging-face-vision-trainer](https://officialskills.sh/huggingface/skills/hugging-face-vision-trainer)** - 在 HF 基础设施上训练视觉模型
+- **[huggingface/huggingface-gradio](https://officialskills.sh/huggingface/skills/huggingface-gradio)** - 构建 Gradio 应用并部署到 HF Spaces
+- **[huggingface/transformers.js](https://officialskills.sh/huggingface/skills/transformers.js)** - 使用 Transformers.js 在浏览器中运行 ML 模型
-
Security Skills by Trail of Bits Team
+
Trail of Bits 团队的安全技能
-- **[trailofbits/ask-questions-if-underspecified](https://officialskills.sh/trailofbits/skills/ask-questions-if-underspecified)** - Prompt for clarification on ambiguous requirements
-- **[trailofbits/audit-context-building](https://officialskills.sh/trailofbits/skills/audit-context-building)** - Deep architectural context via ultra-granular code analysis
-- **[trailofbits/building-secure-contracts](https://officialskills.sh/trailofbits/skills/building-secure-contracts)** - Smart contract security toolkit with vulnerability scanners for 6 blockchains
-- **[trailofbits/burpsuite-project-parser](https://officialskills.sh/trailofbits/skills/burpsuite-project-parser)** - Search and extract data from Burp Suite project files
-- **[trailofbits/claude-in-chrome-troubleshooting](https://officialskills.sh/trailofbits/skills/claude-in-chrome-troubleshooting)** - Diagnose and fix Claude in Chrome MCP extension connectivity issues
-- **[trailofbits/constant-time-analysis](https://officialskills.sh/trailofbits/skills/constant-time-analysis)** - Detect compiler-induced timing side-channels in crypto code
-- **[trailofbits/culture-index](https://officialskills.sh/trailofbits/skills/culture-index)** - Index and search culture documentation
-- **[trailofbits/differential-review](https://officialskills.sh/trailofbits/skills/differential-review)** - Security-focused diff review with git history analysis
-- **[trailofbits/dwarf-expert](https://officialskills.sh/trailofbits/skills/dwarf-expert)** - DWARF debugging format expertise
-- **[trailofbits/entry-point-analyzer](https://officialskills.sh/trailofbits/skills/entry-point-analyzer)** - Identify state-changing entry points in smart contracts
-- **[trailofbits/firebase-apk-scanner](https://officialskills.sh/trailofbits/skills/firebase-apk-scanner)** - Scan Android APKs for Firebase misconfigurations and security vulnerabilities
-- **[trailofbits/insecure-defaults](https://officialskills.sh/trailofbits/skills/insecure-defaults)** - Detect insecure default configurations like hardcoded secrets, default credentials, and weak crypto
-- **[trailofbits/modern-python](https://officialskills.sh/trailofbits/skills/modern-python)** - Modern Python tooling with uv, ruff, ty, and pytest best practices
-- **[trailofbits/property-based-testing](https://officialskills.sh/trailofbits/skills/property-based-testing)** - Property-based testing for multiple languages and smart contracts
-- **[trailofbits/semgrep-rule-creator](https://officialskills.sh/trailofbits/skills/semgrep-rule-creator)** - Create and refine Semgrep rules for vulnerability detection
-- **[trailofbits/semgrep-rule-variant-creator](https://officialskills.sh/trailofbits/skills/semgrep-rule-variant-creator)** - Port existing Semgrep rules to new target languages with test-driven validation
-- **[trailofbits/sharp-edges](https://officialskills.sh/trailofbits/skills/sharp-edges)** - Identify error-prone APIs and dangerous configurations
-- **[trailofbits/spec-to-code-compliance](https://officialskills.sh/trailofbits/skills/spec-to-code-compliance)** - Specification-to-code compliance checker for blockchain audits
-- **[trailofbits/static-analysis](https://officialskills.sh/trailofbits/skills/static-analysis)** - Static analysis toolkit with CodeQL, Semgrep, and SARIF
-- **[trailofbits/testing-handbook-skills](https://officialskills.sh/trailofbits/skills/testing-handbook-skills)** - Testing Handbook skills: fuzzers, static analysis, sanitizers
-- **[trailofbits/variant-analysis](https://officialskills.sh/trailofbits/skills/variant-analysis)** - Find similar vulnerabilities via pattern-based analysis
+- **[trailofbits/ask-questions-if-underspecified](https://officialskills.sh/trailofbits/skills/ask-questions-if-underspecified)** - 针对模糊需求提示进行澄清
+- **[trailofbits/audit-context-building](https://officialskills.sh/trailofbits/skills/audit-context-building)** - 通过超细粒度代码分析构建深度架构上下文
+- **[trailofbits/building-secure-contracts](https://officialskills.sh/trailofbits/skills/building-secure-contracts)** - 智能合约安全工具包，为 6 条区块链提供漏洞扫描器
+- **[trailofbits/burpsuite-project-parser](https://officialskills.sh/trailofbits/skills/burpsuite-project-parser)** - 从 Burp Suite 项目文件中搜索并提取数据
+- **[trailofbits/claude-in-chrome-troubleshooting](https://officialskills.sh/trailofbits/skills/claude-in-chrome-troubleshooting)** - 诊断并修复 Claude in Chrome MCP 扩展的连接问题
+- **[trailofbits/constant-time-analysis](https://officialskills.sh/trailofbits/skills/constant-time-analysis)** - 检测加密代码中由编译器引发的定时侧信道
+- **[trailofbits/culture-index](https://officialskills.sh/trailofbits/skills/culture-index)** - 索引并搜索文化文档
+- **[trailofbits/differential-review](https://officialskills.sh/trailofbits/skills/differential-review)** - 面向安全的 diff 审查，结合 git 历史分析
+- **[trailofbits/dwarf-expert](https://officialskills.sh/trailofbits/skills/dwarf-expert)** - DWARF 调试格式专业知识
+- **[trailofbits/entry-point-analyzer](https://officialskills.sh/trailofbits/skills/entry-point-analyzer)** - 识别智能合约中会改变状态的入口点
+- **[trailofbits/firebase-apk-scanner](https://officialskills.sh/trailofbits/skills/firebase-apk-scanner)** - 扫描 Android APK，检测 Firebase 误配置和安全漏洞
+- **[trailofbits/insecure-defaults](https://officialskills.sh/trailofbits/skills/insecure-defaults)** - 检测不安全的默认配置，如硬编码密钥、默认凭据和弱加密
+- **[trailofbits/modern-python](https://officialskills.sh/trailofbits/skills/modern-python)** - 现代 Python 工具链，涵盖 uv、ruff、ty 和 pytest 最佳实践
+- **[trailofbits/property-based-testing](https://officialskills.sh/trailofbits/skills/property-based-testing)** - 面向多种语言和智能合约的属性测试（property-based testing）
+- **[trailofbits/semgrep-rule-creator](https://officialskills.sh/trailofbits/skills/semgrep-rule-creator)** - 创建并优化用于漏洞检测的 Semgrep 规则
+- **[trailofbits/semgrep-rule-variant-creator](https://officialskills.sh/trailofbits/skills/semgrep-rule-variant-creator)** - 将现有 Semgrep 规则移植到新目标语言，并进行测试驱动验证
+- **[trailofbits/sharp-edges](https://officialskills.sh/trailofbits/skills/sharp-edges)** - 识别易出错的 API 和危险配置
+- **[trailofbits/spec-to-code-compliance](https://officialskills.sh/trailofbits/skills/spec-to-code-compliance)** - 面向区块链审计的规格到代码合规检查器
+- **[trailofbits/static-analysis](https://officialskills.sh/trailofbits/skills/static-analysis)** - 静态分析工具包，集成 CodeQL、Semgrep 和 SARIF
+- **[trailofbits/testing-handbook-skills](https://officialskills.sh/trailofbits/skills/testing-handbook-skills)** - Testing Handbook 技能：模糊测试器、静态分析、消毒器（sanitizers）
+- **[trailofbits/variant-analysis](https://officialskills.sh/trailofbits/skills/variant-analysis)** - 通过基于模式的分析发现类似漏洞
-
Skills by Sentry team for their dev team.
+
Sentry 团队为其开发团队提供的技能
-- **[getsentry/sentry-sdk-setup](https://officialskills.sh/getsentry/skills/sentry-sdk-setup)** - Set up Sentry in any language or framework — detects platform and routes to the right SDK
-- **[getsentry/sentry-workflow](https://officialskills.sh/getsentry/skills/sentry-workflow)** - End-to-end Sentry workflow: fix production issues and review code with Sentry context
-- **[getsentry/sentry-fix-issues](https://officialskills.sh/getsentry/skills/sentry-fix-issues)** - Find and fix Sentry issues with stack trace, breadcrumb, and trace context via MCP
-- **[getsentry/sentry-code-review](https://officialskills.sh/getsentry/skills/sentry-code-review)** - Review code changes using Sentry issue and trace context
-- **[getsentry/sentry-pr-code-review](https://officialskills.sh/getsentry/skills/sentry-pr-code-review)** - Review PR comments from Seer Bug Prediction and Sentry feedback
-- **[getsentry/sentry-create-alert](https://officialskills.sh/getsentry/skills/sentry-create-alert)** - Create Sentry alerts with email, Slack, PagerDuty, Discord, and more
-- **[getsentry/sentry-feature-setup](https://officialskills.sh/getsentry/skills/sentry-feature-setup)** - Configure advanced Sentry features: AI monitoring, OTel pipelines, and alerts
-- **[getsentry/sentry-otel-exporter-setup](https://officialskills.sh/getsentry/skills/sentry-otel-exporter-setup)** - Configure the OpenTelemetry Collector with Sentry Exporter
-- **[getsentry/sentry-setup-ai-monitoring](https://officialskills.sh/getsentry/skills/sentry-setup-ai-monitoring)** - Instrument OpenAI, Anthropic, Vercel AI, LangChain, Google GenAI, and Pydantic AI
-- **[getsentry/sentry-sdk-upgrade](https://officialskills.sh/getsentry/skills/sentry-sdk-upgrade)** - Upgrade the Sentry JavaScript SDK across major versions
-- **[getsentry/sentry-sdk-skill-creator](https://officialskills.sh/getsentry/skills/sentry-sdk-skill-creator)** - Create a new Sentry SDK skill bundle for a platform
-- **[getsentry/sentry-android-sdk](https://officialskills.sh/getsentry/skills/sentry-android-sdk)** - Full Sentry SDK setup for Android (Kotlin and Java)
-- **[getsentry/sentry-browser-sdk](https://officialskills.sh/getsentry/skills/sentry-browser-sdk)** - Full Sentry SDK setup for browser JavaScript
-- **[getsentry/sentry-cloudflare-sdk](https://officialskills.sh/getsentry/skills/sentry-cloudflare-sdk)** - Full Sentry SDK setup for Cloudflare Workers, Pages, Durable Objects, Queues, and Workflows
-- **[getsentry/sentry-cocoa-sdk](https://officialskills.sh/getsentry/skills/sentry-cocoa-sdk)** - Full Sentry SDK setup for Apple platforms (iOS, macOS, tvOS, watchOS, visionOS)
-- **[getsentry/sentry-dotnet-sdk](https://officialskills.sh/getsentry/skills/sentry-dotnet-sdk)** - Full Sentry SDK setup for .NET (ASP.NET Core, MAUI, WPF, WinForms, Blazor, Azure Functions)
-- **[getsentry/sentry-elixir-sdk](https://officialskills.sh/getsentry/skills/sentry-elixir-sdk)** - Full Sentry SDK setup for Elixir, Phoenix, Plug, LiveView, Oban, and Quantum
-- **[getsentry/sentry-flutter-sdk](https://officialskills.sh/getsentry/skills/sentry-flutter-sdk)** - Full Sentry SDK setup for Flutter and Dart across all platforms
-- **[getsentry/sentry-go-sdk](https://officialskills.sh/getsentry/skills/sentry-go-sdk)** - Full Sentry SDK setup for Go (net/http, Gin, Echo, Fiber, FastHTTP, Iris, Negroni)
-- **[getsentry/sentry-nestjs-sdk](https://officialskills.sh/getsentry/skills/sentry-nestjs-sdk)** - Full Sentry SDK setup for NestJS with Express or Fastify, GraphQL, microservices
-- **[getsentry/sentry-nextjs-sdk](https://officialskills.sh/getsentry/skills/sentry-nextjs-sdk)** - Full Sentry SDK setup for Next.js 13+ (App Router and Pages Router)
-- **[getsentry/sentry-node-sdk](https://officialskills.sh/getsentry/skills/sentry-node-sdk)** - Full Sentry SDK setup for Node.js, Bun, and Deno
-- **[getsentry/sentry-php-sdk](https://officialskills.sh/getsentry/skills/sentry-php-sdk)** - Full Sentry SDK setup for PHP, Laravel, and Symfony
-- **[getsentry/sentry-python-sdk](https://officialskills.sh/getsentry/skills/sentry-python-sdk)** - Full Sentry SDK setup for Python (Django, Flask, FastAPI, Celery, Starlette, AIOHTTP, Tornado)
-- **[getsentry/sentry-react-native-sdk](https://officialskills.sh/getsentry/skills/sentry-react-native-sdk)** - Full Sentry SDK setup for React Native and Expo
-- **[getsentry/sentry-react-sdk](https://officialskills.sh/getsentry/skills/sentry-react-sdk)** - Full Sentry SDK setup for React (React Router v5-v7, TanStack Router, Redux, Vite, webpack)
-- **[getsentry/sentry-ruby-sdk](https://officialskills.sh/getsentry/skills/sentry-ruby-sdk)** - Full Sentry SDK setup for Ruby (Rails, Sinatra, Rack, Sidekiq, Resque)
-- **[getsentry/sentry-svelte-sdk](https://officialskills.sh/getsentry/skills/sentry-svelte-sdk)** - Full Sentry SDK setup for Svelte and SvelteKit
+- **[getsentry/sentry-sdk-setup](https://officialskills.sh/getsentry/skills/sentry-sdk-setup)** - 在任何语言或框架中设置 Sentry——自动检测平台并路由到正确的 SDK
+- **[getsentry/sentry-workflow](https://officialskills.sh/getsentry/skills/sentry-workflow)** - 端到端 Sentry 工作流：借助 Sentry 上下文修复生产问题并审查代码
+- **[getsentry/sentry-fix-issues](https://officialskills.sh/getsentry/skills/sentry-fix-issues)** - 通过 MCP 借助堆栈跟踪、breadcrumb 和 trace 上下文查找并修复 Sentry 问题
+- **[getsentry/sentry-code-review](https://officialskills.sh/getsentry/skills/sentry-code-review)** - 使用 Sentry 问题和 trace 上下文审查代码变更
+- **[getsentry/sentry-pr-code-review](https://officialskills.sh/getsentry/skills/sentry-pr-code-review)** - 审查来自 Seer Bug Prediction 和 Sentry 反馈的 PR 评论
+- **[getsentry/sentry-create-alert](https://officialskills.sh/getsentry/skills/sentry-create-alert)** - 创建 Sentry 告警，支持 email、Slack、PagerDuty、Discord 等
+- **[getsentry/sentry-feature-setup](https://officialskills.sh/getsentry/skills/sentry-feature-setup)** - 配置高级 Sentry 功能：AI 监控、OTel 管道和告警
+- **[getsentry/sentry-otel-exporter-setup](https://officialskills.sh/getsentry/skills/sentry-otel-exporter-setup)** - 配置带有 Sentry Exporter 的 OpenTelemetry Collector
+- **[getsentry/sentry-setup-ai-monitoring](https://officialskills.sh/getsentry/skills/sentry-setup-ai-monitoring)** - 为 OpenAI、Anthropic、Vercel AI、LangChain、Google GenAI 和 Pydantic AI 接入监控
+- **[getsentry/sentry-sdk-upgrade](https://officialskills.sh/getsentry/skills/sentry-sdk-upgrade)** - 跨主要版本升级 Sentry JavaScript SDK
+- **[getsentry/sentry-sdk-skill-creator](https://officialskills.sh/getsentry/skills/sentry-sdk-skill-creator)** - 为某个平台创建新的 Sentry SDK 技能包
+- **[getsentry/sentry-android-sdk](https://officialskills.sh/getsentry/skills/sentry-android-sdk)** - Android 完整 Sentry SDK 设置（Kotlin 和 Java）
+- **[getsentry/sentry-browser-sdk](https://officialskills.sh/getsentry/skills/sentry-browser-sdk)** - 浏览器 JavaScript 完整 Sentry SDK 设置
+- **[getsentry/sentry-cloudflare-sdk](https://officialskills.sh/getsentry/skills/sentry-cloudflare-sdk)** - Cloudflare Workers、Pages、Durable Objects、Queues 和 Workflows 完整 Sentry SDK 设置
+- **[getsentry/sentry-cocoa-sdk](https://officialskills.sh/getsentry/skills/sentry-cocoa-sdk)** - Apple 平台完整 Sentry SDK 设置（iOS、macOS、tvOS、watchOS、visionOS）
+- **[getsentry/sentry-dotnet-sdk](https://officialskills.sh/getsentry/skills/sentry-dotnet-sdk)** - .NET 完整 Sentry SDK 设置（ASP.NET Core、MAUI、WPF、WinForms、Blazor、Azure Functions）
+- **[getsentry/sentry-elixir-sdk](https://officialskills.sh/getsentry/skills/sentry-elixir-sdk)** - Elixir 完整 Sentry SDK 设置，支持 Phoenix、Plug、LiveView、Oban 和 Quantum
+- **[getsentry/sentry-flutter-sdk](https://officialskills.sh/getsentry/skills/sentry-flutter-sdk)** - 全平台 Flutter 和 Dart 完整 Sentry SDK 设置
+- **[getsentry/sentry-go-sdk](https://officialskills.sh/getsentry/skills/sentry-go-sdk)** - Go 完整 Sentry SDK 设置（net/http、Gin、Echo、Fiber、FastHTTP、Iris、Negroni）
+- **[getsentry/sentry-nestjs-sdk](https://officialskills.sh/getsentry/skills/sentry-nestjs-sdk)** - NestJS 完整 Sentry SDK 设置，支持 Express 或 Fastify、GraphQL、微服务
+- **[getsentry/sentry-nextjs-sdk](https://officialskills.sh/getsentry/skills/sentry-nextjs-sdk)** - Next.js 13+ 完整 Sentry SDK 设置（App Router 和 Pages Router）
+- **[getsentry/sentry-node-sdk](https://officialskills.sh/getsentry/skills/sentry-node-sdk)** - Node.js、Bun 和 Deno 完整 Sentry SDK 设置
+- **[getsentry/sentry-php-sdk](https://officialskills.sh/getsentry/skills/sentry-php-sdk)** - PHP、Laravel 和 Symfony 完整 Sentry SDK 设置
+- **[getsentry/sentry-python-sdk](https://officialskills.sh/getsentry/skills/sentry-python-sdk)** - Python 完整 Sentry SDK 设置（Django、Flask、FastAPI、Celery、Starlette、AIOHTTP、Tornado）
+- **[getsentry/sentry-react-native-sdk](https://officialskills.sh/getsentry/skills/sentry-react-native-sdk)** - React Native 和 Expo 完整 Sentry SDK 设置
+- **[getsentry/sentry-react-sdk](https://officialskills.sh/getsentry/skills/sentry-react-sdk)** - React 完整 Sentry SDK 设置（React Router v5-v7、TanStack Router、Redux、Vite、webpack）
+- **[getsentry/sentry-ruby-sdk](https://officialskills.sh/getsentry/skills/sentry-ruby-sdk)** - Ruby 完整 Sentry SDK 设置（Rails、Sinatra、Rack、Sidekiq、Resque）
+- **[getsentry/sentry-svelte-sdk](https://officialskills.sh/getsentry/skills/sentry-svelte-sdk)** - Svelte 和 SvelteKit 完整 Sentry SDK 设置
+
+
-
Skills by Microsoft
+
Microsoft 提供的 Skills
-Domain-specific knowledge for Azure SDK and Microsoft AI Foundry development. 133 skills across 6 languages.
+面向 Azure SDK 与 Microsoft AI Foundry 开发的领域专属知识。6 种语言共 133 个 skills。
-### Core Skills
+### 核心 Skills
-- **[microsoft/cloud-solution-architect](https://officialskills.sh/microsoft/skills/cloud-solution-architect)** - Design well-architected Azure cloud systems
-- **[microsoft/continual-learning](https://officialskills.sh/microsoft/skills/continual-learning)** - Continual learning patterns for Azure AI
-- **[microsoft/copilot-sdk](https://officialskills.sh/microsoft/skills/copilot-sdk)** - Build applications powered by GitHub Copilot SDK
-- **[microsoft/entra-agent-id](https://officialskills.sh/microsoft/skills/entra-agent-id)** - Microsoft Entra Agent ID OAuth2 identities via Graph API
-- **[microsoft/frontend-design-review](https://officialskills.sh/microsoft/skills/frontend-design-review)** - Review and create distinctive frontend interfaces
-- **[microsoft/github-issue-creator](https://officialskills.sh/microsoft/skills/github-issue-creator)** - Structured GitHub issue reports from notes
-- **[microsoft/mcp-builder](https://officialskills.sh/microsoft/skills/mcp-builder)** - MCP server creation guide for LLM tool integration
-- **[microsoft/podcast-generation](https://officialskills.sh/microsoft/skills/podcast-generation)** - AI podcast audio with Azure OpenAI Realtime API
-- **[microsoft/skill-creator](https://officialskills.sh/microsoft/skills/skill-creator)** - Guide for creating effective skills for AI coding agents
+- **[microsoft/cloud-solution-architect](https://officialskills.sh/microsoft/skills/cloud-solution-architect)** - 设计良好架构的 Azure 云系统
+- **[microsoft/continual-learning](https://officialskills.sh/microsoft/skills/continual-learning)** - Azure AI 的持续学习（Continual Learning）模式
+- **[microsoft/copilot-sdk](https://officialskills.sh/microsoft/skills/copilot-sdk)** - 基于 GitHub Copilot SDK 构建应用
+- **[microsoft/entra-agent-id](https://officialskills.sh/microsoft/skills/entra-agent-id)** - 通过 Graph API 使用 Microsoft Entra Agent ID OAuth2 身份
+- **[microsoft/frontend-design-review](https://officialskills.sh/microsoft/skills/frontend-design-review)** - 评审并打造独具特色的前端界面
+- **[microsoft/github-issue-creator](https://officialskills.sh/microsoft/skills/github-issue-creator)** - 将笔记整理为结构化的 GitHub issue 报告
+- **[microsoft/mcp-builder](https://officialskills.sh/microsoft/skills/mcp-builder)** - 面向 LLM 工具集成的 MCP 服务器创建指南
+- **[microsoft/podcast-generation](https://officialskills.sh/microsoft/skills/podcast-generation)** - 使用 Azure OpenAI Realtime API 生成 AI 播客音频
+- **[microsoft/skill-creator](https://officialskills.sh/microsoft/skills/skill-creator)** - 为 AI 编程代理创建高效 skills 的指南
### .NET Skills
-- **[microsoft/azure-ai-document-intelligence-dotnet](https://officialskills.sh/microsoft/skills/azure-ai-document-intelligence-dotnet)** - Document text, table, and data extraction
-- **[microsoft/azure-ai-openai-dotnet](https://officialskills.sh/microsoft/skills/azure-ai-openai-dotnet)** - GPT-4, embeddings, DALL-E, and Whisper client
-- **[microsoft/azure-ai-projects-dotnet](https://officialskills.sh/microsoft/skills/azure-ai-projects-dotnet)** - AI Foundry project management SDK
-- **[microsoft/azure-ai-voicelive-dotnet](https://officialskills.sh/microsoft/skills/azure-ai-voicelive-dotnet)** - Real-time bidirectional voice AI
-- **[microsoft/azure-eventgrid-dotnet](https://officialskills.sh/microsoft/skills/azure-eventgrid-dotnet)** - Event Grid topic and domain publishing
-- **[microsoft/azure-eventhub-dotnet](https://officialskills.sh/microsoft/skills/azure-eventhub-dotnet)** - High-throughput event streaming
-- **[microsoft/azure-identity-dotnet](https://officialskills.sh/microsoft/skills/azure-identity-dotnet)** - Microsoft Entra ID authentication
-- **[microsoft/azure-maps-search-dotnet](https://officialskills.sh/microsoft/skills/azure-maps-search-dotnet)** - Geocoding, routing, and weather services
-- **[microsoft/azure-mgmt-apicenter-dotnet](https://officialskills.sh/microsoft/skills/azure-mgmt-apicenter-dotnet)** - API inventory and governance
-- **[microsoft/azure-mgmt-apimanagement-dotnet](https://officialskills.sh/microsoft/skills/azure-mgmt-apimanagement-dotnet)** - API Management provisioning via ARM
-- **[microsoft/azure-mgmt-applicationinsights-dotnet](https://officialskills.sh/microsoft/skills/azure-mgmt-applicationinsights-dotnet)** - Application Insights resource management
-- **[microsoft/azure-mgmt-arizeaiobservabilityeval-dotnet](https://officialskills.sh/microsoft/skills/azure-mgmt-arizeaiobservabilityeval-dotnet)** - Arize AI observability management
-- **[microsoft/azure-mgmt-botservice-dotnet](https://officialskills.sh/microsoft/skills/azure-mgmt-botservice-dotnet)** - Bot Service provisioning via ARM
-- **[microsoft/azure-mgmt-fabric-dotnet](https://officialskills.sh/microsoft/skills/azure-mgmt-fabric-dotnet)** - Microsoft Fabric capacity management
-- **[microsoft/azure-mgmt-mongodbatlas-dotnet](https://officialskills.sh/microsoft/skills/azure-mgmt-mongodbatlas-dotnet)** - MongoDB Atlas as ARM resources
-- **[microsoft/azure-mgmt-weightsandbiases-dotnet](https://officialskills.sh/microsoft/skills/azure-mgmt-weightsandbiases-dotnet)** - Weights & Biases deployment management
-- **[microsoft/azure-resource-manager-cosmosdb-dotnet](https://officialskills.sh/microsoft/skills/azure-resource-manager-cosmosdb-dotnet)** - Cosmos DB resource provisioning
-- **[microsoft/azure-resource-manager-durabletask-dotnet](https://officialskills.sh/microsoft/skills/azure-resource-manager-durabletask-dotnet)** - Durable Task Scheduler management
-- **[microsoft/azure-resource-manager-mysql-dotnet](https://officialskills.sh/microsoft/skills/azure-resource-manager-mysql-dotnet)** - MySQL Flexible Server management
-- **[microsoft/azure-resource-manager-playwright-dotnet](https://officialskills.sh/microsoft/skills/azure-resource-manager-playwright-dotnet)** - Playwright Testing workspace management
-- **[microsoft/azure-resource-manager-postgresql-dotnet](https://officialskills.sh/microsoft/skills/azure-resource-manager-postgresql-dotnet)** - PostgreSQL Flexible Server management
-- **[microsoft/azure-resource-manager-redis-dotnet](https://officialskills.sh/microsoft/skills/azure-resource-manager-redis-dotnet)** - Azure Cache for Redis provisioning
-- **[microsoft/azure-resource-manager-sql-dotnet](https://officialskills.sh/microsoft/skills/azure-resource-manager-sql-dotnet)** - Azure SQL resource management
-- **[microsoft/azure-search-documents-dotnet](https://officialskills.sh/microsoft/skills/azure-search-documents-dotnet)** - Full-text, vector, and hybrid search
-- **[microsoft/azure-security-keyvault-keys-dotnet](https://officialskills.sh/microsoft/skills/azure-security-keyvault-keys-dotnet)** - Cryptographic key management
-- **[microsoft/azure-servicebus-dotnet](https://officialskills.sh/microsoft/skills/azure-servicebus-dotnet)** - Enterprise messaging with queues and topics
-- **[microsoft/m365-agents-dotnet](https://officialskills.sh/microsoft/skills/m365-agents-dotnet)** - M365, Teams, and Copilot Studio agents
-- **[microsoft/microsoft-azure-webjobs-extensions-authentication-events-dotnet](https://officialskills.sh/microsoft/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet)** - Entra ID custom auth events handler
+- **[microsoft/azure-ai-document-intelligence-dotnet](https://officialskills.sh/microsoft/skills/azure-ai-document-intelligence-dotnet)** - 文档文本、表格与数据提取
+- **[microsoft/azure-ai-openai-dotnet](https://officialskills.sh/microsoft/skills/azure-ai-openai-dotnet)** - GPT-4、embeddings、DALL-E 与 Whisper 客户端
+- **[microsoft/azure-ai-projects-dotnet](https://officialskills.sh/microsoft/skills/azure-ai-projects-dotnet)** - AI Foundry 项目管理 SDK
+- **[microsoft/azure-ai-voicelive-dotnet](https://officialskills.sh/microsoft/skills/azure-ai-voicelive-dotnet)** - 实时双向语音 AI
+- **[microsoft/azure-eventgrid-dotnet](https://officialskills.sh/microsoft/skills/azure-eventgrid-dotnet)** - Event Grid 主题与域发布
+- **[microsoft/azure-eventhub-dotnet](https://officialskills.sh/microsoft/skills/azure-eventhub-dotnet)** - 高吞吐量事件流
+- **[microsoft/azure-identity-dotnet](https://officialskills.sh/microsoft/skills/azure-identity-dotnet)** - Microsoft Entra ID 身份验证
+- **[microsoft/azure-maps-search-dotnet](https://officialskills.sh/microsoft/skills/azure-maps-search-dotnet)** - 地理编码、路线规划与天气服务
+- **[microsoft/azure-mgmt-apicenter-dotnet](https://officialskills.sh/microsoft/skills/azure-mgmt-apicenter-dotnet)** - API 清单与治理
+- **[microsoft/azure-mgmt-apimanagement-dotnet](https://officialskills.sh/microsoft/skills/azure-mgmt-apimanagement-dotnet)** - 通过 ARM 配置 API Management
+- **[microsoft/azure-mgmt-applicationinsights-dotnet](https://officialskills.sh/microsoft/skills/azure-mgmt-applicationinsights-dotnet)** - Application Insights 资源管理
+- **[microsoft/azure-mgmt-arizeaiobservabilityeval-dotnet](https://officialskills.sh/microsoft/skills/azure-mgmt-arizeaiobservabilityeval-dotnet)** - Arize AI 可观测性管理
+- **[microsoft/azure-mgmt-botservice-dotnet](https://officialskills.sh/microsoft/skills/azure-mgmt-botservice-dotnet)** - 通过 ARM 配置 Bot Service
+- **[microsoft/azure-mgmt-fabric-dotnet](https://officialskills.sh/microsoft/skills/azure-mgmt-fabric-dotnet)** - Microsoft Fabric 容量管理
+- **[microsoft/azure-mgmt-mongodbatlas-dotnet](https://officialskills.sh/microsoft/skills/azure-mgmt-mongodbatlas-dotnet)** - 将 MongoDB Atlas 作为 ARM 资源管理
+- **[microsoft/azure-mgmt-weightsandbiases-dotnet](https://officialskills.sh/microsoft/skills/azure-mgmt-weightsandbiases-dotnet)** - Weights & Biases 部署管理
+- **[microsoft/azure-resource-manager-cosmosdb-dotnet](https://officialskills.sh/microsoft/skills/azure-resource-manager-cosmosdb-dotnet)** - Cosmos DB 资源配置
+- **[microsoft/azure-resource-manager-durabletask-dotnet](https://officialskills.sh/microsoft/skills/azure-resource-manager-durabletask-dotnet)** - Durable Task Scheduler 管理
+- **[microsoft/azure-resource-manager-mysql-dotnet](https://officialskills.sh/microsoft/skills/azure-resource-manager-mysql-dotnet)** - MySQL Flexible Server 管理
+- **[microsoft/azure-resource-manager-playwright-dotnet](https://officialskills.sh/microsoft/skills/azure-resource-manager-playwright-dotnet)** - Playwright Testing 工作区管理
+- **[microsoft/azure-resource-manager-postgresql-dotnet](https://officialskills.sh/microsoft/skills/azure-resource-manager-postgresql-dotnet)** - PostgreSQL Flexible Server 管理
+- **[microsoft/azure-resource-manager-redis-dotnet](https://officialskills.sh/microsoft/skills/azure-resource-manager-redis-dotnet)** - Azure Cache for Redis 资源配置
+- **[microsoft/azure-resource-manager-sql-dotnet](https://officialskills.sh/microsoft/skills/azure-resource-manager-sql-dotnet)** - Azure SQL 资源管理
+- **[microsoft/azure-search-documents-dotnet](https://officialskills.sh/microsoft/skills/azure-search-documents-dotnet)** - 全文、向量与混合搜索
+- **[microsoft/azure-security-keyvault-keys-dotnet](https://officialskills.sh/microsoft/skills/azure-security-keyvault-keys-dotnet)** - 加密密钥管理
+- **[microsoft/azure-servicebus-dotnet](https://officialskills.sh/microsoft/skills/azure-servicebus-dotnet)** - 基于队列与主题的企业级消息传递
+- **[microsoft/m365-agents-dotnet](https://officialskills.sh/microsoft/skills/m365-agents-dotnet)** - M365、Teams 与 Copilot Studio 代理
+- **[microsoft/microsoft-azure-webjobs-extensions-authentication-events-dotnet](https://officialskills.sh/microsoft/skills/microsoft-azure-webjobs-extensions-authentication-events-dotnet)** - Entra ID 自定义身份验证事件处理程序
### Java Skills
-- **[microsoft/azure-ai-anomalydetector-java](https://officialskills.sh/microsoft/skills/azure-ai-anomalydetector-java)** - Anomaly detection applications
-- **[microsoft/azure-ai-contentsafety-java](https://officialskills.sh/microsoft/skills/azure-ai-contentsafety-java)** - Content moderation and safety
-- **[microsoft/azure-ai-formrecognizer-java](https://officialskills.sh/microsoft/skills/azure-ai-formrecognizer-java)** - Document analysis and form extraction
-- **[microsoft/azure-ai-projects-java](https://officialskills.sh/microsoft/skills/azure-ai-projects-java)** - AI Foundry project management
-- **[microsoft/azure-ai-vision-imageanalysis-java](https://officialskills.sh/microsoft/skills/azure-ai-vision-imageanalysis-java)** - Image captioning, OCR, and object detection
-- **[microsoft/azure-ai-voicelive-java](https://officialskills.sh/microsoft/skills/azure-ai-voicelive-java)** - Real-time bidirectional voice AI
-- **[microsoft/azure-appconfiguration-java](https://officialskills.sh/microsoft/skills/azure-appconfiguration-java)** - Centralized app configuration management
-- **[microsoft/azure-communication-callautomation-java](https://officialskills.sh/microsoft/skills/azure-communication-callautomation-java)** - Call automation with IVR and AI
-- **[microsoft/azure-communication-callingserver-java](https://officialskills.sh/microsoft/skills/azure-communication-callingserver-java)** - CallingServer legacy SDK
-- **[microsoft/azure-communication-chat-java](https://officialskills.sh/microsoft/skills/azure-communication-chat-java)** - Real-time chat with threads and receipts
-- **[microsoft/azure-communication-common-java](https://officialskills.sh/microsoft/skills/azure-communication-common-java)** - Communication Services common utilities
-- **[microsoft/azure-communication-sms-java](https://officialskills.sh/microsoft/skills/azure-communication-sms-java)** - SMS sending and delivery reports
-- **[microsoft/azure-compute-batch-java](https://officialskills.sh/microsoft/skills/azure-compute-batch-java)** - Large-scale parallel and HPC batch jobs
-- **[microsoft/azure-cosmos-java](https://officialskills.sh/microsoft/skills/azure-cosmos-java)** - Cosmos DB NoSQL with global distribution
-- **[microsoft/azure-data-tables-java](https://officialskills.sh/microsoft/skills/azure-data-tables-java)** - NoSQL key-value table storage
-- **[microsoft/azure-eventgrid-java](https://officialskills.sh/microsoft/skills/azure-eventgrid-java)** - Event-driven pub/sub messaging
-- **[microsoft/azure-eventhub-java](https://officialskills.sh/microsoft/skills/azure-eventhub-java)** - Real-time high-throughput streaming
-- **[microsoft/azure-identity-java](https://officialskills.sh/microsoft/skills/azure-identity-java)** - Microsoft Entra ID authentication
-- **[microsoft/azure-messaging-webpubsub-java](https://officialskills.sh/microsoft/skills/azure-messaging-webpubsub-java)** - Real-time WebSocket messaging
-- **[microsoft/azure-monitor-ingestion-java](https://officialskills.sh/microsoft/skills/azure-monitor-ingestion-java)** - Custom log ingestion to Azure Monitor
-- **[microsoft/azure-monitor-opentelemetry-exporter-java](https://officialskills.sh/microsoft/skills/azure-monitor-opentelemetry-exporter-java)** - OpenTelemetry export to Azure Monitor
-- **[microsoft/azure-monitor-query-java](https://officialskills.sh/microsoft/skills/azure-monitor-query-java)** - Query Azure Monitor logs and metrics
-- **[microsoft/azure-security-keyvault-keys-java](https://officialskills.sh/microsoft/skills/azure-security-keyvault-keys-java)** - Cryptographic key management
-- **[microsoft/azure-security-keyvault-secrets-java](https://officialskills.sh/microsoft/skills/azure-security-keyvault-secrets-java)** - Secret management for passwords and keys
-- **[microsoft/azure-storage-blob-java](https://officialskills.sh/microsoft/skills/azure-storage-blob-java)** - Blob storage for file management
+- **[microsoft/azure-ai-anomalydetector-java](https://officialskills.sh/microsoft/skills/azure-ai-anomalydetector-java)** - 异常检测应用
+- **[microsoft/azure-ai-contentsafety-java](https://officialskills.sh/microsoft/skills/azure-ai-contentsafety-java)** - 内容审核与安全
+- **[microsoft/azure-ai-formrecognizer-java](https://officialskills.sh/microsoft/skills/azure-ai-formrecognizer-java)** - 文档分析与表单提取
+- **[microsoft/azure-ai-projects-java](https://officialskills.sh/microsoft/skills/azure-ai-projects-java)** - AI Foundry 项目管理
+- **[microsoft/azure-ai-vision-imageanalysis-java](https://officialskills.sh/microsoft/skills/azure-ai-vision-imageanalysis-java)** - 图像描述、OCR 与目标检测
+- **[microsoft/azure-ai-voicelive-java](https://officialskills.sh/microsoft/skills/azure-ai-voicelive-java)** - 实时双向语音 AI
+- **[microsoft/azure-appconfiguration-java](https://officialskills.sh/microsoft/skills/azure-appconfiguration-java)** - 集中式应用配置管理
+- **[microsoft/azure-communication-callautomation-java](https://officialskills.sh/microsoft/skills/azure-communication-callautomation-java)** - 带 IVR 与 AI 的通话自动化
+- **[microsoft/azure-communication-callingserver-java](https://officialskills.sh/microsoft/skills/azure-communication-callingserver-java)** - CallingServer 旧版 SDK
+- **[microsoft/azure-communication-chat-java](https://officialskills.sh/microsoft/skills/azure-communication-chat-java)** - 支持线程与回执的实时聊天
+- **[microsoft/azure-communication-common-java](https://officialskills.sh/microsoft/skills/azure-communication-common-java)** - Communication Services 通用工具
+- **[microsoft/azure-communication-sms-java](https://officialskills.sh/microsoft/skills/azure-communication-sms-java)** - 短信发送与送达报告
+- **[microsoft/azure-compute-batch-java](https://officialskills.sh/microsoft/skills/azure-compute-batch-java)** - 大规模并行与 HPC 批处理作业
+- **[microsoft/azure-cosmos-java](https://officialskills.sh/microsoft/skills/azure-cosmos-java)** - 支持全球分布的 Cosmos DB NoSQL
+- **[microsoft/azure-data-tables-java](https://officialskills.sh/microsoft/skills/azure-data-tables-java)** - NoSQL 键值表存储
+- **[microsoft/azure-eventgrid-java](https://officialskills.sh/microsoft/skills/azure-eventgrid-java)** - 事件驱动的发布/订阅消息传递
+- **[microsoft/azure-eventhub-java](https://officialskills.sh/microsoft/skills/azure-eventhub-java)** - 实时高吞吐量流式处理
+- **[microsoft/azure-identity-java](https://officialskills.sh/microsoft/skills/azure-identity-java)** - Microsoft Entra ID 身份验证
+- **[microsoft/azure-messaging-webpubsub-java](https://officialskills.sh/microsoft/skills/azure-messaging-webpubsub-java)** - 实时 WebSocket 消息传递
+- **[microsoft/azure-monitor-ingestion-java](https://officialskills.sh/microsoft/skills/azure-monitor-ingestion-java)** - 将自定义日志摄入 Azure Monitor
+- **[microsoft/azure-monitor-opentelemetry-exporter-java](https://officialskills.sh/microsoft/skills/azure-monitor-opentelemetry-exporter-java)** - 将 OpenTelemetry 导出至 Azure Monitor
+- **[microsoft/azure-monitor-query-java](https://officialskills.sh/microsoft/skills/azure-monitor-query-java)** - 查询 Azure Monitor 日志与指标
+- **[microsoft/azure-security-keyvault-keys-java](https://officialskills.sh/microsoft/skills/azure-security-keyvault-keys-java)** - 加密密钥管理
+- **[microsoft/azure-security-keyvault-secrets-java](https://officialskills.sh/microsoft/skills/azure-security-keyvault-secrets-java)** - 密码与密钥的机密管理
+- **[microsoft/azure-storage-blob-java](https://officialskills.sh/microsoft/skills/azure-storage-blob-java)** - 用于文件管理的 Blob 存储
-### Python Skills
+### Python 技能
-- **[microsoft/agent-framework-azure-ai-py](https://officialskills.sh/microsoft/skills/agent-framework-azure-ai-py)** - Agent Framework for Azure AI Foundry
-- **[microsoft/agents-v2-py](https://officialskills.sh/microsoft/skills/agents-v2-py)** - Foundry Agents SDK — container-based agents with custom images
-- **[microsoft/azure-ai-contentsafety-py](https://officialskills.sh/microsoft/skills/azure-ai-contentsafety-py)** - Harmful content detection
-- **[microsoft/azure-ai-contentunderstanding-py](https://officialskills.sh/microsoft/skills/azure-ai-contentunderstanding-py)** - Multimodal content extraction
-- **[microsoft/azure-ai-ml-py](https://officialskills.sh/microsoft/skills/azure-ai-ml-py)** - Azure ML workspace and job management
-- **[microsoft/azure-ai-projects-py](https://officialskills.sh/microsoft/skills/azure-ai-projects-py)** - AI Foundry project client and agents
-- **[microsoft/azure-ai-textanalytics-py](https://officialskills.sh/microsoft/skills/azure-ai-textanalytics-py)** - NLP: sentiment, entities, key phrases
-- **[microsoft/azure-ai-transcription-py](https://officialskills.sh/microsoft/skills/azure-ai-transcription-py)** - Speech-to-text transcription
-- **[microsoft/azure-ai-translation-document-py](https://officialskills.sh/microsoft/skills/azure-ai-translation-document-py)** - Batch document translation
-- **[microsoft/azure-ai-translation-text-py](https://officialskills.sh/microsoft/skills/azure-ai-translation-text-py)** - Real-time text translation
-- **[microsoft/azure-ai-vision-imageanalysis-py](https://officialskills.sh/microsoft/skills/azure-ai-vision-imageanalysis-py)** - Image captions, tags, OCR, objects
-- **[microsoft/azure-ai-voicelive-py](https://officialskills.sh/microsoft/skills/azure-ai-voicelive-py)** - Real-time bidirectional voice AI
-- **[microsoft/azure-appconfiguration-py](https://officialskills.sh/microsoft/skills/azure-appconfiguration-py)** - Feature flags and dynamic settings
-- **[microsoft/azure-containerregistry-py](https://officialskills.sh/microsoft/skills/azure-containerregistry-py)** - Container image and registry management
-- **[microsoft/azure-cosmos-db-py](https://officialskills.sh/microsoft/skills/azure-cosmos-db-py)** - Cosmos DB with Python/FastAPI patterns
-- **[microsoft/azure-cosmos-py](https://officialskills.sh/microsoft/skills/azure-cosmos-py)** - Cosmos DB NoSQL client library
-- **[microsoft/azure-data-tables-py](https://officialskills.sh/microsoft/skills/azure-data-tables-py)** - NoSQL key-value table storage
-- **[microsoft/azure-eventgrid-py](https://officialskills.sh/microsoft/skills/azure-eventgrid-py)** - Event-driven pub/sub routing
-- **[microsoft/azure-eventhub-py](https://officialskills.sh/microsoft/skills/azure-eventhub-py)** - High-throughput event streaming
-- **[microsoft/azure-identity-py](https://officialskills.sh/microsoft/skills/azure-identity-py)** - Microsoft Entra ID authentication
-- **[microsoft/azure-keyvault-py](https://officialskills.sh/microsoft/skills/azure-keyvault-py)** - Secrets, keys, and certificate management
-- **[microsoft/azure-messaging-webpubsubservice-py](https://officialskills.sh/microsoft/skills/azure-messaging-webpubsubservice-py)** - Real-time WebSocket messaging
-- **[microsoft/azure-mgmt-apicenter-py](https://officialskills.sh/microsoft/skills/azure-mgmt-apicenter-py)** - API inventory and governance
-- **[microsoft/azure-mgmt-apimanagement-py](https://officialskills.sh/microsoft/skills/azure-mgmt-apimanagement-py)** - API Management service administration
-- **[microsoft/azure-mgmt-botservice-py](https://officialskills.sh/microsoft/skills/azure-mgmt-botservice-py)** - Bot Service resource management
-- **[microsoft/azure-mgmt-fabric-py](https://officialskills.sh/microsoft/skills/azure-mgmt-fabric-py)** - Microsoft Fabric capacity management
-- **[microsoft/azure-monitor-ingestion-py](https://officialskills.sh/microsoft/skills/azure-monitor-ingestion-py)** - Custom log ingestion to Azure Monitor
-- **[microsoft/azure-monitor-opentelemetry-exporter-py](https://officialskills.sh/microsoft/skills/azure-monitor-opentelemetry-exporter-py)** - OpenTelemetry export to Application Insights
-- **[microsoft/azure-monitor-opentelemetry-py](https://officialskills.sh/microsoft/skills/azure-monitor-opentelemetry-py)** - One-line Application Insights setup
-- **[microsoft/azure-monitor-query-py](https://officialskills.sh/microsoft/skills/azure-monitor-query-py)** - Query Azure Monitor logs and metrics
-- **[microsoft/azure-search-documents-py](https://officialskills.sh/microsoft/skills/azure-search-documents-py)** - Full-text, vector, and hybrid search
-- **[microsoft/azure-servicebus-py](https://officialskills.sh/microsoft/skills/azure-servicebus-py)** - Enterprise messaging with queues and topics
-- **[microsoft/azure-speech-to-text-rest-py](https://officialskills.sh/microsoft/skills/azure-speech-to-text-rest-py)** - REST speech-to-text for short audio
-- **[microsoft/azure-storage-blob-py](https://officialskills.sh/microsoft/skills/azure-storage-blob-py)** - Blob object storage client
-- **[microsoft/azure-storage-file-datalake-py](https://officialskills.sh/microsoft/skills/azure-storage-file-datalake-py)** - Hierarchical data lake storage
-- **[microsoft/azure-storage-file-share-py](https://officialskills.sh/microsoft/skills/azure-storage-file-share-py)** - SMB file share management
-- **[microsoft/azure-storage-queue-py](https://officialskills.sh/microsoft/skills/azure-storage-queue-py)** - Simple message queuing
-- **[microsoft/fastapi-router-py](https://officialskills.sh/microsoft/skills/fastapi-router-py)** - FastAPI routers with CRUD and auth
-- **[microsoft/m365-agents-py](https://officialskills.sh/microsoft/skills/m365-agents-py)** - M365, Teams, and Copilot Studio agents
-- **[microsoft/pydantic-models-py](https://officialskills.sh/microsoft/skills/pydantic-models-py)** - Pydantic models for API schemas
+- **[microsoft/agent-framework-azure-ai-py](https://officialskills.sh/microsoft/skills/agent-framework-azure-ai-py)** - 面向 Azure AI Foundry 的 Agent Framework（智能体框架）
+- **[microsoft/agents-v2-py](https://officialskills.sh/microsoft/skills/agents-v2-py)** - Foundry Agents SDK — 基于容器的自定义镜像智能体
+- **[microsoft/azure-ai-contentsafety-py](https://officialskills.sh/microsoft/skills/azure-ai-contentsafety-py)** - 有害内容检测
+- **[microsoft/azure-ai-contentunderstanding-py](https://officialskills.sh/microsoft/skills/azure-ai-contentunderstanding-py)** - 多模态内容提取
+- **[microsoft/azure-ai-ml-py](https://officialskills.sh/microsoft/skills/azure-ai-ml-py)** - Azure ML 工作区与作业管理
+- **[microsoft/azure-ai-projects-py](https://officialskills.sh/microsoft/skills/azure-ai-projects-py)** - AI Foundry 项目客户端与智能体
+- **[microsoft/azure-ai-textanalytics-py](https://officialskills.sh/microsoft/skills/azure-ai-textanalytics-py)** - NLP：情感分析、实体识别、关键短语
+- **[microsoft/azure-ai-transcription-py](https://officialskills.sh/microsoft/skills/azure-ai-transcription-py)** - 语音转文字转录
+- **[microsoft/azure-ai-translation-document-py](https://officialskills.sh/microsoft/skills/azure-ai-translation-document-py)** - 批量文档翻译
+- **[microsoft/azure-ai-translation-text-py](https://officialskills.sh/microsoft/skills/azure-ai-translation-text-py)** - 实时文本翻译
+- **[microsoft/azure-ai-vision-imageanalysis-py](https://officialskills.sh/microsoft/skills/azure-ai-vision-imageanalysis-py)** - 图像字幕、标签、OCR、对象检测
+- **[microsoft/azure-ai-voicelive-py](https://officialskills.sh/microsoft/skills/azure-ai-voicelive-py)** - 实时双向语音 AI
+- **[microsoft/azure-appconfiguration-py](https://officialskills.sh/microsoft/skills/azure-appconfiguration-py)** - 功能开关与动态配置
+- **[microsoft/azure-containerregistry-py](https://officialskills.sh/microsoft/skills/azure-containerregistry-py)** - 容器镜像与注册表管理
+- **[microsoft/azure-cosmos-db-py](https://officialskills.sh/microsoft/skills/azure-cosmos-db-py)** - Cosmos DB 配合 Python/FastAPI 模式
+- **[microsoft/azure-cosmos-py](https://officialskills.sh/microsoft/skills/azure-cosmos-py)** - Cosmos DB NoSQL 客户端库
+- **[microsoft/azure-data-tables-py](https://officialskills.sh/microsoft/skills/azure-data-tables-py)** - NoSQL 键值表存储
+- **[microsoft/azure-eventgrid-py](https://officialskills.sh/microsoft/skills/azure-eventgrid-py)** - 事件驱动的发布/订阅路由
+- **[microsoft/azure-eventhub-py](https://officialskills.sh/microsoft/skills/azure-eventhub-py)** - 高吞吐量事件流
+- **[microsoft/azure-identity-py](https://officialskills.sh/microsoft/skills/azure-identity-py)** - Microsoft Entra ID 身份验证
+- **[microsoft/azure-keyvault-py](https://officialskills.sh/microsoft/skills/azure-keyvault-py)** - 机密、密钥与证书管理
+- **[microsoft/azure-messaging-webpubsubservice-py](https://officialskills.sh/microsoft/skills/azure-messaging-webpubsubservice-py)** - 实时 WebSocket 消息传递
+- **[microsoft/azure-mgmt-apicenter-py](https://officialskills.sh/microsoft/skills/azure-mgmt-apicenter-py)** - API 清单与治理
+- **[microsoft/azure-mgmt-apimanagement-py](https://officialskills.sh/microsoft/skills/azure-mgmt-apimanagement-py)** - API Management 服务管理
+- **[microsoft/azure-mgmt-botservice-py](https://officialskills.sh/microsoft/skills/azure-mgmt-botservice-py)** - Bot Service 资源管理
+- **[microsoft/azure-mgmt-fabric-py](https://officialskills.sh/microsoft/skills/azure-mgmt-fabric-py)** - Microsoft Fabric 容量管理
+- **[microsoft/azure-monitor-ingestion-py](https://officialskills.sh/microsoft/skills/azure-monitor-ingestion-py)** - 自定义日志摄入至 Azure Monitor
+- **[microsoft/azure-monitor-opentelemetry-exporter-py](https://officialskills.sh/microsoft/skills/azure-monitor-opentelemetry-exporter-py)** - OpenTelemetry 导出至 Application Insights
+- **[microsoft/azure-monitor-opentelemetry-py](https://officialskills.sh/microsoft/skills/azure-monitor-opentelemetry-py)** - 一行代码完成 Application Insights 配置
+- **[microsoft/azure-monitor-query-py](https://officialskills.sh/microsoft/skills/azure-monitor-query-py)** - 查询 Azure Monitor 日志与指标
+- **[microsoft/azure-search-documents-py](https://officialskills.sh/microsoft/skills/azure-search-documents-py)** - 全文、向量与混合搜索
+- **[microsoft/azure-servicebus-py](https://officialskills.sh/microsoft/skills/azure-servicebus-py)** - 企业级消息传递（队列与主题）
+- **[microsoft/azure-speech-to-text-rest-py](https://officialskills.sh/microsoft/skills/azure-speech-to-text-rest-py)** - 短音频 REST 语音转文字
+- **[microsoft/azure-storage-blob-py](https://officialskills.sh/microsoft/skills/azure-storage-blob-py)** - Blob 对象存储客户端
+- **[microsoft/azure-storage-file-datalake-py](https://officialskills.sh/microsoft/skills/azure-storage-file-datalake-py)** - 分层数据湖存储
+- **[microsoft/azure-storage-file-share-py](https://officialskills.sh/microsoft/skills/azure-storage-file-share-py)** - SMB 文件共享管理
+- **[microsoft/azure-storage-queue-py](https://officialskills.sh/microsoft/skills/azure-storage-queue-py)** - 简单消息队列
+- **[microsoft/fastapi-router-py](https://officialskills.sh/microsoft/skills/fastapi-router-py)** - 带 CRUD 与身份验证的 FastAPI 路由
+- **[microsoft/m365-agents-py](https://officialskills.sh/microsoft/skills/m365-agents-py)** - M365、Teams 与 Copilot Studio 智能体
+- **[microsoft/pydantic-models-py](https://officialskills.sh/microsoft/skills/pydantic-models-py)** - 用于 API 模式的 Pydantic 模型
-### Rust Skills
+### Rust 技能
-- **[microsoft/azure-cosmos-rust](https://officialskills.sh/microsoft/skills/azure-cosmos-rust)** - Cosmos DB NoSQL client
-- **[microsoft/azure-eventhub-rust](https://officialskills.sh/microsoft/skills/azure-eventhub-rust)** - Event Hubs streaming client
-- **[microsoft/azure-identity-rust](https://officialskills.sh/microsoft/skills/azure-identity-rust)** - Microsoft Entra ID authentication
-- **[microsoft/azure-keyvault-certificates-rust](https://officialskills.sh/microsoft/skills/azure-keyvault-certificates-rust)** - Key Vault certificate management
-- **[microsoft/azure-keyvault-keys-rust](https://officialskills.sh/microsoft/skills/azure-keyvault-keys-rust)** - Key Vault cryptographic key management
-- **[microsoft/azure-keyvault-secrets-rust](https://officialskills.sh/microsoft/skills/azure-keyvault-secrets-rust)** - Key Vault secret storage
-- **[microsoft/azure-storage-blob-rust](https://officialskills.sh/microsoft/skills/azure-storage-blob-rust)** - Blob object storage client
+- **[microsoft/azure-cosmos-rust](https://officialskills.sh/microsoft/skills/azure-cosmos-rust)** - Cosmos DB NoSQL 客户端
+- **[microsoft/azure-eventhub-rust](https://officialskills.sh/microsoft/skills/azure-eventhub-rust)** - Event Hubs 流式客户端
+- **[microsoft/azure-identity-rust](https://officialskills.sh/microsoft/skills/azure-identity-rust)** - Microsoft Entra ID 身份验证
+- **[microsoft/azure-keyvault-certificates-rust](https://officialskills.sh/microsoft/skills/azure-keyvault-certificates-rust)** - Key Vault 证书管理
+- **[microsoft/azure-keyvault-keys-rust](https://officialskills.sh/microsoft/skills/azure-keyvault-keys-rust)** - Key Vault 加密密钥管理
+- **[microsoft/azure-keyvault-secrets-rust](https://officialskills.sh/microsoft/skills/azure-keyvault-secrets-rust)** - Key Vault 机密存储
+- **[microsoft/azure-storage-blob-rust](https://officialskills.sh/microsoft/skills/azure-storage-blob-rust)** - Blob 对象存储客户端
-### TypeScript Skills
+### TypeScript 技能
-- **[microsoft/azure-ai-contentsafety-ts](https://officialskills.sh/microsoft/skills/azure-ai-contentsafety-ts)** - Content safety for text and images
-- **[microsoft/azure-ai-document-intelligence-ts](https://officialskills.sh/microsoft/skills/azure-ai-document-intelligence-ts)** - Document text and table extraction
-- **[microsoft/azure-ai-projects-ts](https://officialskills.sh/microsoft/skills/azure-ai-projects-ts)** - AI Foundry project client and agents
-- **[microsoft/azure-ai-translation-ts](https://officialskills.sh/microsoft/skills/azure-ai-translation-ts)** - Text and document translation
-- **[microsoft/azure-ai-voicelive-ts](https://officialskills.sh/microsoft/skills/azure-ai-voicelive-ts)** - Real-time bidirectional voice AI
-- **[microsoft/azure-appconfiguration-ts](https://officialskills.sh/microsoft/skills/azure-appconfiguration-ts)** - App config, feature flags, dynamic refresh
-- **[microsoft/azure-cosmos-ts](https://officialskills.sh/microsoft/skills/azure-cosmos-ts)** - Cosmos DB NoSQL CRUD and queries
-- **[microsoft/azure-eventhub-ts](https://officialskills.sh/microsoft/skills/azure-eventhub-ts)** - High-throughput event streaming
-- **[microsoft/azure-identity-ts](https://officialskills.sh/microsoft/skills/azure-identity-ts)** - Microsoft Entra ID authentication
-- **[microsoft/azure-keyvault-keys-ts](https://officialskills.sh/microsoft/skills/azure-keyvault-keys-ts)** - Cryptographic key management
-- **[microsoft/azure-keyvault-secrets-ts](https://officialskills.sh/microsoft/skills/azure-keyvault-secrets-ts)** - Secret storage and retrieval
-- **[microsoft/azure-microsoft-playwright-testing-ts](https://officialskills.sh/microsoft/skills/azure-microsoft-playwright-testing-ts)** - Playwright tests at scale on Azure
-- **[microsoft/azure-monitor-opentelemetry-ts](https://officialskills.sh/microsoft/skills/azure-monitor-opentelemetry-ts)** - Application Insights tracing and metrics
-- **[microsoft/azure-postgres-ts](https://officialskills.sh/microsoft/skills/azure-postgres-ts)** - PostgreSQL Flexible Server connection
-- **[microsoft/azure-search-documents-ts](https://officialskills.sh/microsoft/skills/azure-search-documents-ts)** - Vector/hybrid search with semantic ranking
-- **[microsoft/azure-servicebus-ts](https://officialskills.sh/microsoft/skills/azure-servicebus-ts)** - Messaging with queues and topics
-- **[microsoft/azure-storage-blob-ts](https://officialskills.sh/microsoft/skills/azure-storage-blob-ts)** - Blob upload, download, and management
-- **[microsoft/azure-storage-file-share-ts](https://officialskills.sh/microsoft/skills/azure-storage-file-share-ts)** - SMB file share operations
-- **[microsoft/azure-storage-queue-ts](https://officialskills.sh/microsoft/skills/azure-storage-queue-ts)** - Queue message operations
-- **[microsoft/azure-web-pubsub-ts](https://officialskills.sh/microsoft/skills/azure-web-pubsub-ts)** - Real-time WebSocket pub/sub messaging
-- **[microsoft/frontend-ui-dark-ts](https://officialskills.sh/microsoft/skills/frontend-ui-dark-ts)** - Dark-themed React with Tailwind and animations
-- **[microsoft/m365-agents-ts](https://officialskills.sh/microsoft/skills/m365-agents-ts)** - M365, Teams, and Copilot Studio agents
-- **[microsoft/react-flow-node-ts](https://officialskills.sh/microsoft/skills/react-flow-node-ts)** - React Flow node components with Zustand
-- **[microsoft/zustand-store-ts](https://officialskills.sh/microsoft/skills/zustand-store-ts)** - Zustand stores with middleware patterns
+- **[microsoft/azure-ai-contentsafety-ts](https://officialskills.sh/microsoft/skills/azure-ai-contentsafety-ts)** - 文本与图像内容安全
+- **[microsoft/azure-ai-document-intelligence-ts](https://officialskills.sh/microsoft/skills/azure-ai-document-intelligence-ts)** - 文档文本与表格提取
+- **[microsoft/azure-ai-projects-ts](https://officialskills.sh/microsoft/skills/azure-ai-projects-ts)** - AI Foundry 项目客户端与智能体
+- **[microsoft/azure-ai-translation-ts](https://officialskills.sh/microsoft/skills/azure-ai-translation-ts)** - 文本与文档翻译
+- **[microsoft/azure-ai-voicelive-ts](https://officialskills.sh/microsoft/skills/azure-ai-voicelive-ts)** - 实时双向语音 AI
+- **[microsoft/azure-appconfiguration-ts](https://officialskills.sh/microsoft/skills/azure-appconfiguration-ts)** - 应用配置、功能开关、动态刷新
+- **[microsoft/azure-cosmos-ts](https://officialskills.sh/microsoft/skills/azure-cosmos-ts)** - Cosmos DB NoSQL CRUD 与查询
+- **[microsoft/azure-eventhub-ts](https://officialskills.sh/microsoft/skills/azure-eventhub-ts)** - 高吞吐量事件流
+- **[microsoft/azure-identity-ts](https://officialskills.sh/microsoft/skills/azure-identity-ts)** - Microsoft Entra ID 身份验证
+- **[microsoft/azure-keyvault-keys-ts](https://officialskills.sh/microsoft/skills/azure-keyvault-keys-ts)** - 加密密钥管理
+- **[microsoft/azure-keyvault-secrets-ts](https://officialskills.sh/microsoft/skills/azure-keyvault-secrets-ts)** - 机密存储与检索
+- **[microsoft/azure-microsoft-playwright-testing-ts](https://officialskills.sh/microsoft/skills/azure-microsoft-playwright-testing-ts)** - 在 Azure 上大规模运行 Playwright 测试
+- **[microsoft/azure-monitor-opentelemetry-ts](https://officialskills.sh/microsoft/skills/azure-monitor-opentelemetry-ts)** - Application Insights 追踪与指标
+- **[microsoft/azure-postgres-ts](https://officialskills.sh/microsoft/skills/azure-postgres-ts)** - PostgreSQL Flexible Server 连接
+- **[microsoft/azure-search-documents-ts](https://officialskills.sh/microsoft/skills/azure-search-documents-ts)** - 带语义排序的向量/混合搜索
+- **[microsoft/azure-servicebus-ts](https://officialskills.sh/microsoft/skills/azure-servicebus-ts)** - 队列与主题消息传递
+- **[microsoft/azure-storage-blob-ts](https://officialskills.sh/microsoft/skills/azure-storage-blob-ts)** - Blob 上传、下载与管理
+- **[microsoft/azure-storage-file-share-ts](https://officialskills.sh/microsoft/skills/azure-storage-file-share-ts)** - SMB 文件共享操作
+- **[microsoft/azure-storage-queue-ts](https://officialskills.sh/microsoft/skills/azure-storage-queue-ts)** - 队列消息操作
+- **[microsoft/azure-web-pubsub-ts](https://officialskills.sh/microsoft/skills/azure-web-pubsub-ts)** - 实时 WebSocket 发布/订阅消息
+- **[microsoft/frontend-ui-dark-ts](https://officialskills.sh/microsoft/skills/frontend-ui-dark-ts)** - 深色主题 React，配合 Tailwind 与动画
+- **[microsoft/m365-agents-ts](https://officialskills.sh/microsoft/skills/m365-agents-ts)** - M365、Teams 与 Copilot Studio 智能体
+- **[microsoft/react-flow-node-ts](https://officialskills.sh/microsoft/skills/react-flow-node-ts)** - 配合 Zustand 的 React Flow 节点组件
+- **[microsoft/zustand-store-ts](https://officialskills.sh/microsoft/skills/zustand-store-ts)** - 带中间件模式的 Zustand 存储
-
Skills by fal.ai Team
+
fal.ai 团队的 Skills
-- **[fal-ai-community/fal-3d](https://officialskills.sh/fal-ai-community/skills/fal-3d)** - Generate 3D models from text or images
-- **[fal-ai-community/fal-audio](https://officialskills.sh/fal-ai-community/skills/fal-audio)** - Text-to-speech and speech-to-text using fal.ai audio models
-- **[fal-ai-community/fal-generate](https://officialskills.sh/fal-ai-community/skills/fal-generate)** - Generate images and videos using fal.ai AI models
-- **[fal-ai-community/fal-image-edit](https://officialskills.sh/fal-ai-community/skills/fal-image-edit)** - AI-powered image editing with style transfer and object removal
-- **[fal-ai-community/fal-kling-o3](https://officialskills.sh/fal-ai-community/skills/fal-kling-o3)** - Generate images and videos with Kling O3 — Kling's most powerful model family
-- **[fal-ai-community/fal-lip-sync](https://officialskills.sh/fal-ai-community/skills/fal-lip-sync)** - Create talking head videos and lip sync audio to video
-- **[fal-ai-community/fal-platform](https://officialskills.sh/fal-ai-community/skills/fal-platform)** - Platform APIs for model management, pricing, and usage tracking
-- **[fal-ai-community/fal-realtime](https://officialskills.sh/fal-ai-community/skills/fal-realtime)** - Real-time and streaming AI image generation
-- **[fal-ai-community/fal-restore](https://officialskills.sh/fal-ai-community/skills/fal-restore)** - Restore and fix image quality — deblur, denoise, fix faces, restore documents
-- **[fal-ai-community/fal-train](https://officialskills.sh/fal-ai-community/skills/fal-train)** - Train custom AI models (LoRA) on fal.ai for personalized image generation
-- **[fal-ai-community/fal-tryon](https://officialskills.sh/fal-ai-community/skills/fal-tryon)** - Virtual try-on — see how clothes look on a person
-- **[fal-ai-community/fal-upscale](https://officialskills.sh/fal-ai-community/skills/fal-upscale)** - Upscale and enhance image and video resolution using AI
-- **[fal-ai-community/fal-video-edit](https://officialskills.sh/fal-ai-community/skills/fal-video-edit)** - Edit existing videos using AI — remix style, upscale, remove background, add audio
-- **[fal-ai-community/fal-vision](https://officialskills.sh/fal-ai-community/skills/fal-vision)** - Analyze images — segment objects, detect, OCR, describe, visual Q&A
-- **[fal-ai-community/fal-workflow](https://officialskills.sh/fal-ai-community/skills/fal-workflow)** - Generate workflow JSON files for chaining AI models
+- **[fal-ai-community/fal-3d](https://officialskills.sh/fal-ai-community/skills/fal-3d)** - 根据文本或图像生成 3D 模型
+- **[fal-ai-community/fal-audio](https://officialskills.sh/fal-ai-community/skills/fal-audio)** - 使用 fal.ai 音频模型实现文本转语音（TTS）和语音转文本（STT）
+- **[fal-ai-community/fal-generate](https://officialskills.sh/fal-ai-community/skills/fal-generate)** - 使用 fal.ai AI 模型生成图像和视频
+- **[fal-ai-community/fal-image-edit](https://officialskills.sh/fal-ai-community/skills/fal-image-edit)** - AI 驱动的图像编辑，支持风格迁移和物体移除
+- **[fal-ai-community/fal-kling-o3](https://officialskills.sh/fal-ai-community/skills/fal-kling-o3)** - 使用 Kling O3 生成图像和视频——Kling 最强大的模型系列
+- **[fal-ai-community/fal-lip-sync](https://officialskills.sh/fal-ai-community/skills/fal-lip-sync)** - 创建说话头像视频，并将音频与视频进行唇形同步
+- **[fal-ai-community/fal-platform](https://officialskills.sh/fal-ai-community/skills/fal-platform)** - 用于模型管理、定价和使用追踪的平台 API
+- **[fal-ai-community/fal-realtime](https://officialskills.sh/fal-ai-community/skills/fal-realtime)** - 实时与流式 AI 图像生成
+- **[fal-ai-community/fal-restore](https://officialskills.sh/fal-ai-community/skills/fal-restore)** - 修复和提升图像质量——去模糊、降噪、修复人脸、还原文档
+- **[fal-ai-community/fal-train](https://officialskills.sh/fal-ai-community/skills/fal-train)** - 在 fal.ai 上训练自定义 AI 模型（LoRA）以实现个性化图像生成
+- **[fal-ai-community/fal-tryon](https://officialskills.sh/fal-ai-community/skills/fal-tryon)** - 虚拟试穿——查看服装上身效果
+- **[fal-ai-community/fal-upscale](https://officialskills.sh/fal-ai-community/skills/fal-upscale)** - 使用 AI 放大并增强图像和视频分辨率
+- **[fal-ai-community/fal-video-edit](https://officialskills.sh/fal-ai-community/skills/fal-video-edit)** - 使用 AI 编辑现有视频——重混风格、放大、移除背景、添加音频
+- **[fal-ai-community/fal-vision](https://officialskills.sh/fal-ai-community/skills/fal-vision)** - 分析图像——分割物体、检测、OCR、描述、视觉问答
+- **[fal-ai-community/fal-workflow](https://officialskills.sh/fal-ai-community/skills/fal-workflow)** - 生成用于串联 AI 模型的工作流 JSON 文件
-
-Official curated skills from OpenAI's skills repository.
+来自 OpenAI skills 仓库的官方精选技能。
-- **[openai/cloudflare-deploy](https://officialskills.sh/openai/skills/cloudflare-deploy)** - Deploy apps to Cloudflare using Workers, Pages, and platform services
-- **[openai/develop-web-game](https://officialskills.sh/openai/skills/develop-web-game)** - Build and test web games iteratively using Playwright with time-stepping
-- **[openai/doc](https://officialskills.sh/openai/skills/doc)** - Read, create, and edit .docx documents with formatting and layout fidelity
-- **[openai/gh-address-comments](https://officialskills.sh/openai/skills/gh-address-comments)** - Address review and issue comments on open GitHub PRs via CLI
-- **[openai/gh-fix-ci](https://officialskills.sh/openai/skills/gh-fix-ci)** - Debug and fix failing GitHub Actions PR checks using log inspection
-- **[openai/imagegen](https://officialskills.sh/openai/skills/imagegen)** - Generate and edit images using OpenAI's Image API for projects
-- **[openai/jupyter-notebook](https://officialskills.sh/openai/skills/jupyter-notebook)** - Create clean, reproducible Jupyter notebooks for experiments and tutorials
-- **[openai/linear](https://officialskills.sh/openai/skills/linear)** - Manage issues, projects, and team workflows in Linear
-- **[openai/netlify-deploy](https://officialskills.sh/openai/skills/netlify-deploy)** - Automate Netlify deployments with CLI auth, linking, and environment support
-- **[openai/notion-knowledge-capture](https://officialskills.sh/openai/skills/notion-knowledge-capture)** - Convert conversations into structured, searchable Notion wiki entries
-- **[openai/notion-meeting-intelligence](https://officialskills.sh/openai/skills/notion-meeting-intelligence)** - Prep meetings by pulling Notion context and tailoring agendas
-- **[openai/notion-research-documentation](https://officialskills.sh/openai/skills/notion-research-documentation)** - Research Notion content and synthesize findings into structured briefs
-- **[openai/notion-spec-to-implementation](https://officialskills.sh/openai/skills/notion-spec-to-implementation)** - Convert Notion specs into linked implementation plans and tasks
-- **[openai/openai-docs](https://officialskills.sh/openai/skills/openai-docs)** - Provide authoritative guidance from OpenAI developer documentation
-- **[openai/pdf](https://officialskills.sh/openai/skills/pdf)** - Read, create, and review PDFs with layout and visual formatting integrity
-- **[openai/playwright](https://officialskills.sh/openai/skills/playwright)** - Automate real browser interactions for navigation, forms, and scraping
-- **[openai/render-deploy](https://officialskills.sh/openai/skills/render-deploy)** - Deploy applications to Render's cloud platform using Git-backed services
-- **[openai/screenshot](https://officialskills.sh/openai/skills/screenshot)** - Capture desktop, app windows, or pixel regions across OS platforms
-- **[openai/security-best-practices](https://officialskills.sh/openai/skills/security-best-practices)** - Review code for language-specific security vulnerabilities
-- **[openai/security-ownership-map](https://officialskills.sh/openai/skills/security-ownership-map)** - Map people-to-file ownership, compute bus factor, and identify risks
-- **[openai/security-threat-model](https://officialskills.sh/openai/skills/security-threat-model)** - Generate repo-specific threat models identifying trust boundaries
-- **[openai/sentry](https://officialskills.sh/openai/skills/sentry)** - Inspect Sentry issues, summarize production errors, and pull health data
-- **[openai/sora](https://officialskills.sh/openai/skills/sora)** - Generate, remix, and manage short video clips via OpenAI's Sora API
-- **[openai/speech](https://officialskills.sh/openai/skills/speech)** - Generate spoken audio from text using OpenAI's API with built-in voices
-- **[openai/spreadsheet](https://officialskills.sh/openai/skills/spreadsheet)** - Create, edit, analyze, and visualize spreadsheets with formulas
-- **[openai/transcribe](https://officialskills.sh/openai/skills/transcribe)** - Transcribe audio files to text with optional speaker diarization
-- **[openai/vercel-deploy](https://officialskills.sh/openai/skills/vercel-deploy)** - Deploy applications and websites to Vercel with preview or production options
-- **[openai/yeet](https://officialskills.sh/openai/skills/yeet)** - Stage, commit, push code, and open a GitHub pull request via CLI
-- **[openai/aspnet-core](https://officialskills.sh/openai/skills/aspnet-core)** - Build, review, and architect ASP.NET Core apps (Blazor, MVC, Minimal APIs, etc.)
-- **[openai/chatgpt-apps](https://officialskills.sh/openai/skills/chatgpt-apps)** - Build, scaffold, and troubleshoot ChatGPT Apps SDK apps with MCP server and widget UI
-- **[openai/figma](https://officialskills.sh/openai/skills/figma)** - Use the Figma MCP server to fetch design context and translate nodes into production code
-- **[openai/figma-code-connect-components](https://officialskills.sh/openai/skills/figma-code-connect-components)** - Connect Figma design components to code components using Code Connect
-- **[openai/figma-create-design-system-rules](https://officialskills.sh/openai/skills/figma-create-design-system-rules)** - Rules for implementing Figma designs using the Figma MCP server
-- **[openai/figma-create-new-file](https://officialskills.sh/openai/skills/figma-create-new-file)** - Create a new blank Figma file or FigJam file
-- **[openai/figma-generate-design](https://officialskills.sh/openai/skills/figma-generate-design)** - Translate app pages and layouts into Figma using design system tokens
-- **[openai/figma-generate-library](https://officialskills.sh/openai/skills/figma-generate-library)** - Build or update a professional-grade design system in Figma from a codebase
-- **[openai/figma-implement-design](https://officialskills.sh/openai/skills/figma-implement-design)** - Translate Figma designs into production-ready code with 1:1 visual fidelity
-- **[openai/figma-use](https://officialskills.sh/openai/skills/figma-use)** - Prerequisite skill for every use_figma tool call — write/read actions in Figma context
-- **[openai/frontend-skill](https://officialskills.sh/openai/skills/frontend-skill)** - Create visually strong landing pages, websites, and app UIs with restrained composition
-- **[openai/playwright-interactive](https://officialskills.sh/openai/skills/playwright-interactive)** - Persistent browser and Electron interaction via js_repl for iterative UI debugging
-- **[openai/slides](https://officialskills.sh/openai/skills/slides)** - Create and edit .pptx presentation decks with PptxGenJS
-- **[openai/winui-app](https://officialskills.sh/openai/skills/winui-app)** - Bootstrap and develop modern WinUI 3 desktop apps with C# and Windows App SDK
+- **[openai/cloudflare-deploy](https://officialskills.sh/openai/skills/cloudflare-deploy)** - 使用 Workers、Pages 和平台服务将应用部署到 Cloudflare
+- **[openai/develop-web-game](https://officialskills.sh/openai/skills/develop-web-game)** - 使用 Playwright 配合时间步进迭代构建和测试网页游戏
+- **[openai/doc](https://officialskills.sh/openai/skills/doc)** - 读取、创建和编辑 .docx 文档，保持格式与版式保真
+- **[openai/gh-address-comments](https://officialskills.sh/openai/skills/gh-address-comments)** - 通过 CLI 处理开放 GitHub PR 上的评审和问题评论
+- **[openai/gh-fix-ci](https://officialskills.sh/openai/skills/gh-fix-ci)** - 通过日志检查调试并修复失败的 GitHub Actions PR 检查
+- **[openai/imagegen](https://officialskills.sh/openai/skills/imagegen)** - 使用 OpenAI Image API 为项目生成和编辑图像
+- **[openai/jupyter-notebook](https://officialskills.sh/openai/skills/jupyter-notebook)** - 创建简洁、可复现的 Jupyter 笔记本，用于实验和教程
+- **[openai/linear](https://officialskills.sh/openai/skills/linear)** - 在 Linear 中管理议题、项目和团队工作流
+- **[openai/netlify-deploy](https://officialskills.sh/openai/skills/netlify-deploy)** - 通过 CLI 认证、关联和环境支持自动化 Netlify 部署
+- **[openai/notion-knowledge-capture](https://officialskills.sh/openai/skills/notion-knowledge-capture)** - 将对话转换为结构化、可搜索的 Notion wiki 条目
+- **[openai/notion-meeting-intelligence](https://officialskills.sh/openai/skills/notion-meeting-intelligence)** - 拉取 Notion 上下文并定制议程以准备会议
+- **[openai/notion-research-documentation](https://officialskills.sh/openai/skills/notion-research-documentation)** - 研究 Notion 内容并将发现综合为结构化简报
+- **[openai/notion-spec-to-implementation](https://officialskills.sh/openai/skills/notion-spec-to-implementation)** - 将 Notion 规格说明转换为关联的实现计划和任务
+- **[openai/openai-docs](https://officialskills.sh/openai/skills/openai-docs)** - 提供来自 OpenAI 开发者文档的权威指导
+- **[openai/pdf](https://officialskills.sh/openai/skills/pdf)** - 读取、创建和审阅 PDF，保持版式与视觉格式完整性
+- **[openai/playwright](https://officialskills.sh/openai/skills/playwright)** - 自动化真实浏览器交互，用于导航、表单和抓取
+- **[openai/render-deploy](https://officialskills.sh/openai/skills/render-deploy)** - 使用 Git 支持的服务将应用部署到 Render 云平台
+- **[openai/screenshot](https://officialskills.sh/openai/skills/screenshot)** - 跨操作系统平台截取桌面、应用窗口或像素区域
+- **[openai/security-best-practices](https://officialskills.sh/openai/skills/security-best-practices)** - 审查代码中的语言特定安全漏洞
+- **[openai/security-ownership-map](https://officialskills.sh/openai/skills/security-ownership-map)** - 映射人员与文件归属关系，计算巴士因子并识别风险
+- **[openai/security-threat-model](https://officialskills.sh/openai/skills/security-threat-model)** - 生成仓库特定的威胁模型，识别信任边界
+- **[openai/sentry](https://officialskills.sh/openai/skills/sentry)** - 检查 Sentry 议题，汇总生产错误并拉取健康数据
+- **[openai/sora](https://officialskills.sh/openai/skills/sora)** - 通过 OpenAI Sora API 生成、重混和管理短视频片段
+- **[openai/speech](https://officialskills.sh/openai/skills/speech)** - 使用 OpenAI API 及内置语音从文本生成语音音频
+- **[openai/spreadsheet](https://officialskills.sh/openai/skills/spreadsheet)** - 使用公式创建、编辑、分析和可视化电子表格
+- **[openai/transcribe](https://officialskills.sh/openai/skills/transcribe)** - 将音频文件转写为文本，可选说话人分离
+- **[openai/vercel-deploy](https://officialskills.sh/openai/skills/vercel-deploy)** - 将应用和网站部署到 Vercel，支持预览或生产选项
+- **[openai/yeet](https://officialskills.sh/openai/skills/yeet)** - 通过 CLI 暂存、提交、推送代码并打开 GitHub 拉取请求
+- **[openai/aspnet-core](https://officialskills.sh/openai/skills/aspnet-core)** - 构建、审查和架构 ASP.NET Core 应用（Blazor、MVC、Minimal APIs 等）
+- **[openai/chatgpt-apps](https://officialskills.sh/openai/skills/chatgpt-apps)** - 使用 MCP 服务器和 widget UI 构建、脚手架和排查 ChatGPT Apps SDK 应用
+- **[openai/figma](https://officialskills.sh/openai/skills/figma)** - 使用 Figma MCP 服务器获取设计上下文并将节点转换为生产代码
+- **[openai/figma-code-connect-components](https://officialskills.sh/openai/skills/figma-code-connect-components)** - 使用 Code Connect 将 Figma 设计组件连接到代码组件
+- **[openai/figma-create-design-system-rules](https://officialskills.sh/openai/skills/figma-create-design-system-rules)** - 使用 Figma MCP 服务器实现 Figma 设计的规则
+- **[openai/figma-create-new-file](https://officialskills.sh/openai/skills/figma-create-new-file)** - 创建新的空白 Figma 文件或 FigJam 文件
+- **[openai/figma-generate-design](https://officialskills.sh/openai/skills/figma-generate-design)** - 使用设计系统 token 将应用页面和布局转换为 Figma
+- **[openai/figma-generate-library](https://officialskills.sh/openai/skills/figma-generate-library)** - 从代码库在 Figma 中构建或更新专业级设计系统
+- **[openai/figma-implement-design](https://officialskills.sh/openai/skills/figma-implement-design)** - 将 Figma 设计转换为生产就绪代码，实现 1:1 视觉保真
+- **[openai/figma-use](https://officialskills.sh/openai/skills/figma-use)** - 每次 use_figma 工具调用的前置技能——在 Figma 上下文中执行写入/读取操作
+- **[openai/frontend-skill](https://officialskills.sh/openai/skills/frontend-skill)** - 以克制的构图创建视觉出色的落地页、网站和应用 UI
+- **[openai/playwright-interactive](https://officialskills.sh/openai/skills/playwright-interactive)** - 通过 js_repl 实现持久化浏览器和 Electron 交互，用于迭代式 UI 调试
+- **[openai/slides](https://officialskills.sh/openai/skills/slides)** - 使用 PptxGenJS 创建和编辑 .pptx 演示文稿
+- **[openai/winui-app](https://officialskills.sh/openai/skills/winui-app)** - 使用 C# 和 Windows App SDK 引导并开发现代 WinUI 3 桌面应用
+
-
Skills by Figma
+
Figma 技能
-Official skills from Figma's MCP server guide.
+Figma MCP 服务器指南中的官方技能。
-- **[figma/figma-code-connect-components](https://officialskills.sh/figma/skills/figma-code-connect-components)** - Connect Figma design components to code components using Code Connect
-- **[figma/figma-create-design-system-rules](https://officialskills.sh/figma/skills/figma-create-design-system-rules)** - Generate project-specific design system rules for Figma-to-code workflows
-- **[figma/figma-create-new-file](https://officialskills.sh/figma/skills/figma-create-new-file)** - Create a new blank Figma Design or FigJam file
-- **[figma/figma-generate-design](https://officialskills.sh/figma/skills/figma-generate-design)** - Build or update screens in Figma from code or description using design system components
-- **[figma/figma-generate-library](https://officialskills.sh/figma/skills/figma-generate-library)** - Build or update a design system library in Figma from a codebase
-- **[figma/figma-implement-design](https://officialskills.sh/figma/skills/figma-implement-design)** - Translate Figma designs into production-ready application code with 1:1 fidelity
-- **[figma/figma-use](https://officialskills.sh/figma/skills/figma-use)** - Run Figma Plugin API scripts for canvas writes, inspections, variables, and design-system work
+- **[figma/figma-code-connect-components](https://officialskills.sh/figma/skills/figma-code-connect-components)** - 使用 Code Connect 将 Figma 设计组件与代码组件关联
+- **[figma/figma-create-design-system-rules](https://officialskills.sh/figma/skills/figma-create-design-system-rules)** - 为 Figma 转代码工作流生成项目专属的设计系统规则
+- **[figma/figma-create-new-file](https://officialskills.sh/figma/skills/figma-create-new-file)** - 创建新的空白 Figma Design 或 FigJam 文件
+- **[figma/figma-generate-design](https://officialskills.sh/figma/skills/figma-generate-design)** - 基于代码或描述，使用设计系统组件在 Figma 中构建或更新界面
+- **[figma/figma-generate-library](https://officialskills.sh/figma/skills/figma-generate-library)** - 从代码库在 Figma 中构建或更新设计系统库
+- **[figma/figma-implement-design](https://officialskills.sh/figma/skills/figma-implement-design)** - 将 Figma 设计高保真（1:1）翻译为可用于生产的应用代码
+- **[figma/figma-use](https://officialskills.sh/figma/skills/figma-use)** - 运行 Figma Plugin API 脚本，完成画布写入、检查、变量及设计系统相关操作
-
Marketing Skills by Corey Haines
+
Corey Haines 的营销技能
-Official marketing skills by [Corey Haines](https://github.com/coreyhaines31), covering the full SaaS marketing stack from SEO and copywriting to growth, CRO, and paid acquisition.
+[Corey Haines](https://github.com/coreyhaines31), 的官方营销技能，覆盖完整 SaaS 营销栈：从 SEO 与文案写作到增长、CRO（转化率优化）和付费获客。
-- **[coreyhaines31/ab-test-setup](https://github.com/coreyhaines31/marketingskills/tree/main/skills/ab-test-setup)** - Plan and implement A/B tests or experiments for any digital experience
-- **[coreyhaines31/ad-creative](https://github.com/coreyhaines31/marketingskills/tree/main/skills/ad-creative)** - Generate and iterate ad creative including headlines, descriptions, and primary text
-- **[coreyhaines31/ai-seo](https://github.com/coreyhaines31/marketingskills/tree/main/skills/ai-seo)** - Optimize content to appear in AI-generated answers and LLM search results
-- **[coreyhaines31/analytics-tracking](https://github.com/coreyhaines31/marketingskills/tree/main/skills/analytics-tracking)** - Set up and audit analytics tracking and measurement pipelines
-- **[coreyhaines31/churn-prevention](https://github.com/coreyhaines31/marketingskills/tree/main/skills/churn-prevention)** - Build cancellation flows, save offers, and recover failed payments
-- **[coreyhaines31/cold-email](https://github.com/coreyhaines31/marketingskills/tree/main/skills/cold-email)** - Write B2B cold emails and follow-up sequences that convert
-- **[coreyhaines31/competitor-alternatives](https://github.com/coreyhaines31/marketingskills/tree/main/skills/competitor-alternatives)** - Build competitor comparison and alternative landing pages for SEO
-- **[coreyhaines31/content-strategy](https://github.com/coreyhaines31/marketingskills/tree/main/skills/content-strategy)** - Plan content strategy and decide what topics and formats to prioritize
-- **[coreyhaines31/copy-editing](https://github.com/coreyhaines31/marketingskills/tree/main/skills/copy-editing)** - Edit and improve existing marketing copy for clarity and impact
-- **[coreyhaines31/copywriting](https://github.com/coreyhaines31/marketingskills/tree/main/skills/copywriting)** - Write and rewrite marketing copy for landing pages, homepages, and ads
-- **[coreyhaines31/email-sequence](https://github.com/coreyhaines31/marketingskills/tree/main/skills/email-sequence)** - Build email sequences, drip campaigns, and lifecycle email flows
-- **[coreyhaines31/form-cro](https://github.com/coreyhaines31/marketingskills/tree/main/skills/form-cro)** - Optimize lead capture and contact forms to improve conversion
-- **[coreyhaines31/free-tool-strategy](https://github.com/coreyhaines31/marketingskills/tree/main/skills/free-tool-strategy)** - Plan and build free tools for lead generation and SEO value
-- **[coreyhaines31/launch-strategy](https://github.com/coreyhaines31/marketingskills/tree/main/skills/launch-strategy)** - Plan product launches, feature announcements, and go-to-market strategies
-- **[coreyhaines31/marketing-ideas](https://github.com/coreyhaines31/marketingskills/tree/main/skills/marketing-ideas)** - Generate marketing strategies and campaign ideas for SaaS products
-- **[coreyhaines31/marketing-psychology](https://github.com/coreyhaines31/marketingskills/tree/main/skills/marketing-psychology)** - Apply psychological principles and behavioral science to copy and design
-- **[coreyhaines31/onboarding-cro](https://github.com/coreyhaines31/marketingskills/tree/main/skills/onboarding-cro)** - Optimize post-signup onboarding and user activation to improve time-to-value
-- **[coreyhaines31/page-cro](https://github.com/coreyhaines31/marketingskills/tree/main/skills/page-cro)** - Improve conversion rates on any marketing page including homepages and landing pages
-- **[coreyhaines31/paid-ads](https://github.com/coreyhaines31/marketingskills/tree/main/skills/paid-ads)** - Create and optimize paid campaigns on Google, Meta, LinkedIn, and more
-- **[coreyhaines31/paywall-upgrade-cro](https://github.com/coreyhaines31/marketingskills/tree/main/skills/paywall-upgrade-cro)** - Design and optimize upgrade screens, paywalls, and upsell modals
-- **[coreyhaines31/popup-cro](https://github.com/coreyhaines31/marketingskills/tree/main/skills/popup-cro)** - Create and optimize popups, modals, and slide-ins for conversions
-- **[coreyhaines31/pricing-strategy](https://github.com/coreyhaines31/marketingskills/tree/main/skills/pricing-strategy)** - Define pricing, packaging, and monetization strategy for SaaS products
-- **[coreyhaines31/product-marketing-context](https://github.com/coreyhaines31/marketingskills/tree/main/skills/product-marketing-context)** - Create and maintain a product marketing context document for consistent messaging
-- **[coreyhaines31/programmatic-seo](https://github.com/coreyhaines31/marketingskills/tree/main/skills/programmatic-seo)** - Build SEO-driven page templates for large-scale content generation
-- **[coreyhaines31/referral-program](https://github.com/coreyhaines31/marketingskills/tree/main/skills/referral-program)** - Design and optimize referral, affiliate, and word-of-mouth programs
-- **[coreyhaines31/revops](https://github.com/coreyhaines31/marketingskills/tree/main/skills/revops)** - Streamline revenue operations, lead lifecycle, and marketing-to-sales handoff
-- **[coreyhaines31/sales-enablement](https://github.com/coreyhaines31/marketingskills/tree/main/skills/sales-enablement)** - Create pitch decks, one-pagers, objection handling docs, and demo scripts
-- **[coreyhaines31/schema-markup](https://github.com/coreyhaines31/marketingskills/tree/main/skills/schema-markup)** - Add and optimize schema markup and structured data for better SEO
-- **[coreyhaines31/seo-audit](https://github.com/coreyhaines31/marketingskills/tree/main/skills/seo-audit)** - Audit and diagnose technical and on-page SEO issues on a site
-- **[coreyhaines31/signup-flow-cro](https://github.com/coreyhaines31/marketingskills/tree/main/skills/signup-flow-cro)** - Optimize signup, registration, and trial activation flows for higher conversion
-- **[coreyhaines31/site-architecture](https://github.com/coreyhaines31/marketingskills/tree/main/skills/site-architecture)** - Plan and restructure page hierarchy, navigation, and URL structure
-- **[coreyhaines31/social-content](https://github.com/coreyhaines31/marketingskills/tree/main/skills/social-content)** - Create and schedule social media content for LinkedIn, Twitter/X, and Instagram
+- **[coreyhaines31/ab-test-setup](https://github.com/coreyhaines31/marketingskills/tree/main/skills/ab-test-setup)** - 为任意数字化体验规划并实施 A/B 测试或实验
+- **[coreyhaines31/ad-creative](https://github.com/coreyhaines31/marketingskills/tree/main/skills/ad-creative)** - 生成并迭代广告创意，包括标题、描述和正文
+- **[coreyhaines31/ai-seo](https://github.com/coreyhaines31/marketingskills/tree/main/skills/ai-seo)** - 优化内容以出现在 AI 生成答案和 LLM 搜索结果中
+- **[coreyhaines31/analytics-tracking](https://github.com/coreyhaines31/marketingskills/tree/main/skills/analytics-tracking)** - 搭建并审计分析追踪与度量流水线
+- **[coreyhaines31/churn-prevention](https://github.com/coreyhaines31/marketingskills/tree/main/skills/churn-prevention)** - 构建取消流程、挽留优惠并挽回失败付款
+- **[coreyhaines31/cold-email](https://github.com/coreyhaines31/marketingskills/tree/main/skills/cold-email)** - 撰写能促成转化的 B2B 冷邮件及跟进序列
+- **[coreyhaines31/competitor-alternatives](https://github.com/coreyhaines31/marketingskills/tree/main/skills/competitor-alternatives)** - 为 SEO 构建竞品对比与替代方案落地页
+- **[coreyhaines31/content-strategy](https://github.com/coreyhaines31/marketingskills/tree/main/skills/content-strategy)** - 规划内容策略，决定优先创作的主题与形式
+- **[coreyhaines31/copy-editing](https://github.com/coreyhaines31/marketingskills/tree/main/skills/copy-editing)** - 编辑并改进现有营销文案，提升清晰度与感染力
+- **[coreyhaines31/copywriting](https://github.com/coreyhaines31/marketingskills/tree/main/skills/copywriting)** - 为落地页、首页和广告撰写或改写营销文案
+- **[coreyhaines31/email-sequence](https://github.com/coreyhaines31/marketingskills/tree/main/skills/email-sequence)** - 构建邮件序列、滴灌营销活动和生命周期邮件流程
+- **[coreyhaines31/form-cro](https://github.com/coreyhaines31/marketingskills/tree/main/skills/form-cro)** - 优化线索捕获与联系表单以提升转化率
+- **[coreyhaines31/free-tool-strategy](https://github.com/coreyhaines31/marketingskills/tree/main/skills/free-tool-strategy)** - 规划并构建用于获客与 SEO 价值的免费工具
+- **[coreyhaines31/launch-strategy](https://github.com/coreyhaines31/marketingskills/tree/main/skills/launch-strategy)** - 规划产品发布、功能公告及上市（go-to-market）策略
+- **[coreyhaines31/marketing-ideas](https://github.com/coreyhaines31/marketingskills/tree/main/skills/marketing-ideas)** - 为 SaaS 产品生成营销策略与活动创意
+- **[coreyhaines31/marketing-psychology](https://github.com/coreyhaines31/marketingskills/tree/main/skills/marketing-psychology)** - 将心理学原理与行为科学应用于文案与设计
+- **[coreyhaines31/onboarding-cro](https://github.com/coreyhaines31/marketingskills/tree/main/skills/onboarding-cro)** - 优化注册后引导与用户激活，缩短价值实现时间（time-to-value）
+- **[coreyhaines31/page-cro](https://github.com/coreyhaines31/marketingskills/tree/main/skills/page-cro)** - 提升各类营销页面（含首页与落地页）的转化率
+- **[coreyhaines31/paid-ads](https://github.com/coreyhaines31/marketingskills/tree/main/skills/paid-ads)** - 在 Google、Meta、LinkedIn 等平台创建并优化付费广告活动
+- **[coreyhaines31/paywall-upgrade-cro](https://github.com/coreyhaines31/marketingskills/tree/main/skills/paywall-upgrade-cro)** - 设计并优化升级界面、付费墙与追加销售弹窗
+- **[coreyhaines31/popup-cro](https://github.com/coreyhaines31/marketingskills/tree/main/skills/popup-cro)** - 创建并优化用于转化的弹窗、模态框与滑入式组件
+- **[coreyhaines31/pricing-strategy](https://github.com/coreyhaines31/marketingskills/tree/main/skills/pricing-strategy)** - 为 SaaS 产品定义定价、打包与变现策略
+- **[coreyhaines31/product-marketing-context](https://github.com/coreyhaines31/marketingskills/tree/main/skills/product-marketing-context)** - 创建并维护产品营销背景文档，确保信息传达一致
+- **[coreyhaines31/programmatic-seo](https://github.com/coreyhaines31/marketingskills/tree/main/skills/programmatic-seo)** - 构建 SEO 驱动的页面模板，用于大规模内容生成
+- **[coreyhaines31/referral-program](https://github.com/coreyhaines31/marketingskills/tree/main/skills/referral-program)** - 设计并优化推荐、联盟与口碑传播计划
+- **[coreyhaines31/revops](https://github.com/coreyhaines31/marketingskills/tree/main/skills/revops)** - 精简收入运营、线索生命周期及市场到销售的交接流程
+- **[coreyhaines31/sales-enablement](https://github.com/coreyhaines31/marketingskills/tree/main/skills/sales-enablement)** - 创建路演材料、单页简介、异议处理文档与演示脚本
+- **[coreyhaines31/schema-markup](https://github.com/coreyhaines31/marketingskills/tree/main/skills/schema-markup)** - 添加并优化 schema 标记与结构化数据以改善 SEO
+- **[coreyhaines31/seo-audit](https://github.com/coreyhaines31/marketingskills/tree/main/skills/seo-audit)** - 审计并诊断网站的技术 SEO 与页面内 SEO 问题
+- **[coreyhaines31/signup-flow-cro](https://github.com/coreyhaines31/marketingskills/tree/main/skills/signup-flow-cro)** - 优化注册、登记与试用激活流程以提高转化率
+- **[coreyhaines31/site-architecture](https://github.com/coreyhaines31/marketingskills/tree/main/skills/site-architecture)** - 规划并重构页面层级、导航与 URL 结构
+- **[coreyhaines31/social-content](https://github.com/coreyhaines31/marketingskills/tree/main/skills/social-content)** - 为 LinkedIn、Twitter/X 和 Instagram 创建并排期社交媒体内容
-
Advertising Skills by Kim Barrett
+
Kim Barrett 的广告技能
-Direct-response advertising skills by Kim Barrett, organized into foundations, copy-chief, operator-os, orchestrators, and QA — covering avatar work, offer design, Schwartz-style copywriting, creative testing, and full-funnel campaign orchestration.
+Kim Barrett 的直接响应式广告技能，按 foundations、copy-chief、operator-os、orchestrators 和 QA 组织——涵盖用户画像（avatar）工作、offer 设计、Schwartz 风格文案、创意测试及全漏斗活动编排。
-- **[realkimbarrett/avatar-extraction](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/foundations/avatar-extraction)** - Define exactly who the buyer is, what they want, what they've tried, and what's driving their decisions
-- **[realkimbarrett/offer-extraction](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/foundations/offer-extraction)** - Turn a product or service into a compelling, high-converting offer
-- **[realkimbarrett/schwartz-awareness-mapper](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/copy-chief/schwartz-awareness-mapper)** - Determine audience awareness level and the correct messaging approach
-- **[realkimbarrett/mechanism-builder](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/copy-chief/mechanism-builder)** - Explain why your solution works and others failed with a unique mechanism
-- **[realkimbarrett/headline-matrix](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/copy-chief/headline-matrix)** - Generate high-performing headline variations across different angles
-- **[realkimbarrett/objection-crusher](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/copy-chief/objection-crusher)** - Identify and neutralize buyer objections and hesitation
-- **[realkimbarrett/ad-angle-multiplier](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/operator-os/ad-angle-multiplier)** - Expand a core idea into multiple distinct ad angles for creative testing
-- **[realkimbarrett/scroll-stopping-creative](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/operator-os/scroll-stopping-creative)** - Create ad concepts that stop attention in the first 3 seconds
-- **[realkimbarrett/conversion-path-builder](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/operator-os/conversion-path-builder)** - Design the optimal funnel from click to conversion and booked calls
-- **[realkimbarrett/performance-diagnosis](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/operator-os/performance-diagnosis)** - Diagnose why campaigns are underperforming — low conversion, high CPL, bad ads
-- **[realkimbarrett/full-funnel-campaign-orchestrator](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/orchestrators/full-funnel-campaign-orchestrator)** - Coordinate all skills to build a complete ads + funnel campaign end-to-end
-- **[realkimbarrett/generic-language-killer](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/qa/generic-language-killer)** - Remove vague, corporate, or AI-sounding language and replace it with clear, specific, human wording
+- **[realkimbarrett/avatar-extraction](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/foundations/avatar-extraction)** - 精确定义买家是谁、他们想要什么、尝试过什么，以及驱动其决策的因素
+- **[realkimbarrett/offer-extraction](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/foundations/offer-extraction)** - 将产品或服务打造成有说服力、高转化的 offer（报价/要约）
+- **[realkimbarrett/schwartz-awareness-mapper](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/copy-chief/schwartz-awareness-mapper)** - 确定受众认知层级（awareness level）及正确的信息传递方式
+- **[realkimbarrett/mechanism-builder](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/copy-chief/mechanism-builder)** - 用独特的 mechanism（机制论述）解释为何你的方案有效而他人失败
+- **[realkimbarrett/headline-matrix](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/copy-chief/headline-matrix)** - 从不同角度生成高表现的标题变体
+- **[realkimbarrett/objection-crusher](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/copy-chief/objection-crusher)** - 识别并化解买家异议与犹豫
+- **[realkimbarrett/ad-angle-multiplier](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/operator-os/ad-angle-multiplier)** - 将核心创意扩展为多个不同广告角度，用于创意测试
+- **[realkimbarrett/scroll-stopping-creative](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/operator-os/scroll-stopping-creative)** - 打造能在前 3 秒抓住注意力的广告概念
+- **[realkimbarrett/conversion-path-builder](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/operator-os/conversion-path-builder)** - 设计从点击到转化与预约通话的最优漏斗
+- **[realkimbarrett/performance-diagnosis](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/operator-os/performance-diagnosis)** - 诊断营销活动表现不佳的原因——低转化、高 CPL（单次潜客成本）、广告效果差
+- **[realkimbarrett/full-funnel-campaign-orchestrator](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/orchestrators/full-funnel-campaign-orchestrator)** - 协调所有技能，端到端构建完整的广告 + 漏斗营销活动
+- **[realkimbarrett/generic-language-killer](https://github.com/realkimbarrett/advertising-skills/tree/main/skills/qa/generic-language-killer)** - 去除模糊、企业腔或 AI 腔表述，替换为清晰、具体、有人味的措辞
Skills by Binance
-Official Web3 and trading skills from the Binance team. Includes crypto market data, on-chain analytics, token security auditing, and spot trading via the Binance API.
+Binance 团队提供的官方 Web3 与交易技能。涵盖加密货币市场数据、链上分析、代币安全审计，以及通过 Binance API 进行的现货交易。
-- **[binance/crypto-market-rank](https://officialskills.sh/binance/skills/crypto-market-rank)** - Query crypto market rankings including trending tokens, smart money inflows, meme rankings, and top trader PnL leaderboards
-- **[binance/meme-rush](https://officialskills.sh/binance/skills/meme-rush)** - Track real-time meme token lists from launchpads (Pump.fun, Four.meme) and AI-powered hot market topics ranked by net inflow
-- **[binance/query-address-info](https://officialskills.sh/binance/skills/query-address-info)** - Retrieve all token holdings and portfolio positions for any wallet address on BSC, Base, or Solana
-- **[binance/query-token-audit](https://officialskills.sh/binance/skills/query-token-audit)** - Audit token security to detect scams, honeypots, and malicious contracts across BSC, Base, Solana, and Ethereum
-- **[binance/query-token-info](https://officialskills.sh/binance/skills/query-token-info)** - Search tokens and fetch metadata, real-time market data, and K-Line candlestick charts by keyword or contract address
-- **[binance/trading-signal](https://officialskills.sh/binance/skills/trading-signal)** - Monitor on-chain Smart Money buy/sell signals with price, max gain, and exit rate data on Solana and BSC
-- **[binance/spot](https://officialskills.sh/binance/skills/spot)** - Place and manage spot trading orders on Binance via API key authentication, supporting mainnet and testnet
+- **[binance/crypto-market-rank](https://officialskills.sh/binance/skills/crypto-market-rank)** - 查询加密货币市场排名，包括热门代币、聪明钱流入、meme 币排名及顶级交易者 PnL 排行榜
+- **[binance/meme-rush](https://officialskills.sh/binance/skills/meme-rush)** - 追踪来自 launchpad（Pump.fun、Four.meme）的实时 meme 代币列表，以及按净流入排名的 AI 驱动热门市场主题
+- **[binance/query-address-info](https://officialskills.sh/binance/skills/query-address-info)** - 查询 BSC、Base 或 Solana 上任意钱包地址的全部代币持仓与投资组合头寸
+- **[binance/query-token-audit](https://officialskills.sh/binance/skills/query-token-audit)** - 审计代币安全性，在 BSC、Base、Solana 和 Ethereum 上检测骗局、蜜罐和恶意合约
+- **[binance/query-token-info](https://officialskills.sh/binance/skills/query-token-info)** - 通过关键词或合约地址搜索代币，获取元数据、实时市场数据和 K 线蜡烛图
+- **[binance/trading-signal](https://officialskills.sh/binance/skills/trading-signal)** - 监控链上 Smart Money 买卖信号，包含 Solana 和 BSC 上的价格、最大涨幅与退出率数据
+- **[binance/spot](https://officialskills.sh/binance/skills/spot)** - 通过 API key 认证在 Binance 下单并管理现货交易订单，支持主网与测试网
Skills by Apollo GraphQL
-Official skills from the Apollo GraphQL team for building GraphQL clients, servers, federated supergraphs, and the Apollo Router.
+Apollo GraphQL 团队的官方技能，用于构建 GraphQL 客户端、服务端、联邦 supergraph 以及 Apollo Router。
-- **[apollographql/apollo-client](https://officialskills.sh/apollographql/skills/apollo-client)** - Build React applications with Apollo Client 4
-- **[apollographql/apollo-connectors](https://officialskills.sh/apollographql/skills/apollo-connectors)** - Integrate REST APIs into GraphQL supergraphs using Apollo Connectors
-- **[apollographql/apollo-federation](https://officialskills.sh/apollographql/skills/apollo-federation)** - Write Apollo Federation 2 subgraph schemas and compose them into a supergraph
-- **[apollographql/apollo-kotlin](https://officialskills.sh/apollographql/skills/apollo-kotlin)** - A GraphQL client for Android, JVM, and Kotlin Multiplatform projects
-- **[apollographql/apollo-mcp-server](https://officialskills.sh/apollographql/skills/apollo-mcp-server)** - Connect AI agents to GraphQL APIs through the Model Context Protocol
-- **[apollographql/apollo-router](https://officialskills.sh/apollographql/skills/apollo-router)** - Version-aware configuration generator for the Rust-based Apollo Router
-- **[apollographql/apollo-router-plugin-creator](https://officialskills.sh/apollographql/skills/apollo-router-plugin-creator)** - Write native Rust plugins for Apollo Router
-- **[apollographql/apollo-server](https://officialskills.sh/apollographql/skills/apollo-server)** - Build GraphQL servers using Apollo Server 5
-- **[apollographql/graphql-operations](https://officialskills.sh/apollographql/skills/graphql-operations)** - Write GraphQL queries, mutations, and subscriptions following best practices
-- **[apollographql/graphql-schema](https://officialskills.sh/apollographql/skills/graphql-schema)** - Reference guide for designing clean, evolvable GraphQL schemas
-- **[apollographql/rover](https://officialskills.sh/apollographql/skills/rover)** - CLI tool for managing GraphQL schemas in Apollo GraphOS
-- **[apollographql/rust-best-practices](https://officialskills.sh/apollographql/skills/rust-best-practices)** - Rust coding guidelines drawn from Apollo GraphQL's internal handbook
-- **[apollographql/skill-creator](https://officialskills.sh/apollographql/skills/skill-creator)** - Create and structure Agent Skills focused on Apollo GraphQL
+- **[apollographql/apollo-client](https://officialskills.sh/apollographql/skills/apollo-client)** - 使用 Apollo Client 4 构建 React 应用
+- **[apollographql/apollo-connectors](https://officialskills.sh/apollographql/skills/apollo-connectors)** - 使用 Apollo Connectors 将 REST API 集成到 GraphQL supergraph
+- **[apollographql/apollo-federation](https://officialskills.sh/apollographql/skills/apollo-federation)** - 编写 Apollo Federation 2 子图 schema，并将其组合为 supergraph
+- **[apollographql/apollo-kotlin](https://officialskills.sh/apollographql/skills/apollo-kotlin)** - 面向 Android、JVM 和 Kotlin Multiplatform 项目的 GraphQL 客户端
+- **[apollographql/apollo-mcp-server](https://officialskills.sh/apollographql/skills/apollo-mcp-server)** - 通过 Model Context Protocol（MCP）将 AI 智能体连接到 GraphQL API
+- **[apollographql/apollo-router](https://officialskills.sh/apollographql/skills/apollo-router)** - 面向基于 Rust 的 Apollo Router 的版本感知配置生成器
+- **[apollographql/apollo-router-plugin-creator](https://officialskills.sh/apollographql/skills/apollo-router-plugin-creator)** - 为 Apollo Router 编写原生 Rust 插件
+- **[apollographql/apollo-server](https://officialskills.sh/apollographql/skills/apollo-server)** - 使用 Apollo Server 5 构建 GraphQL 服务端
+- **[apollographql/graphql-operations](https://officialskills.sh/apollographql/skills/graphql-operations)** - 遵循最佳实践编写 GraphQL 查询、变更与订阅
+- **[apollographql/graphql-schema](https://officialskills.sh/apollographql/skills/graphql-schema)** - 设计清晰、可演进的 GraphQL schema 的参考指南
+- **[apollographql/rover](https://officialskills.sh/apollographql/skills/rover)** - 在 Apollo GraphOS 中管理 GraphQL schema 的 CLI 工具
+- **[apollographql/rust-best-practices](https://officialskills.sh/apollographql/skills/rust-best-practices)** - 摘自 Apollo GraphQL 内部手册的 Rust 编码指南
+- **[apollographql/skill-creator](https://officialskills.sh/apollographql/skills/skill-creator)** - 创建并结构化面向 Apollo GraphQL 的 Agent Skills
Skills by Auth0
-Official authentication and identity skills from the Auth0 team. Covers SDKs for popular frameworks plus workflows for MFA, migration, and quickstart detection.
+Auth0 团队的官方认证与身份技能。涵盖主流框架 SDK，以及 MFA、迁移与快速入门检测等工作流。
-- **[auth0/auth0-android](https://officialskills.sh/auth0/skills/auth0-android)** - Add authentication to native Android apps using the Auth0 SDK
-- **[auth0/auth0-angular](https://officialskills.sh/auth0/skills/auth0-angular)** - Add authentication to Angular apps using @auth0/auth0-angular
-- **[auth0/auth0-aspnetcore-api](https://officialskills.sh/auth0/skills/auth0-aspnetcore-api)** - Add JWT access token validation to ASP.NET Core APIs
-- **[auth0/auth0-express](https://officialskills.sh/auth0/skills/auth0-express)** - Add session-based authentication to Express.js apps
-- **[auth0/auth0-fastify](https://officialskills.sh/auth0/skills/auth0-fastify)** - Add session-based authentication to Fastify web apps
-- **[auth0/auth0-fastify-api](https://officialskills.sh/auth0/skills/auth0-fastify-api)** - Secure Fastify API endpoints with JWT Bearer token validation
-- **[auth0/auth0-mfa](https://officialskills.sh/auth0/skills/auth0-mfa)** - Add Multi-Factor Authentication to Auth0-powered apps
-- **[auth0/auth0-migration](https://officialskills.sh/auth0/skills/auth0-migration)** - Migrate users and auth flows from other providers to Auth0
-- **[auth0/auth0-nextjs](https://officialskills.sh/auth0/skills/auth0-nextjs)** - Add authentication to Next.js apps
-- **[auth0/auth0-nuxt](https://officialskills.sh/auth0/skills/auth0-nuxt)** - Add Auth0 authentication to Nuxt 3/4 apps with encrypted cookie sessions
-- **[auth0/auth0-quickstart](https://officialskills.sh/auth0/skills/auth0-quickstart)** - Detect your framework and scaffold Auth0 integration automatically
-- **[auth0/auth0-react](https://officialskills.sh/auth0/skills/auth0-react)** - Add authentication to React SPAs using @auth0/auth0-react
-- **[auth0/auth0-react-native](https://officialskills.sh/auth0/skills/auth0-react-native)** - Add authentication to React Native and Expo mobile apps
-- **[auth0/auth0-vue](https://officialskills.sh/auth0/skills/auth0-vue)** - Add authentication to Vue.js apps
+- **[auth0/auth0-android](https://officialskills.sh/auth0/skills/auth0-android)** - 使用 Auth0 SDK 为原生 Android 应用添加认证
+- **[auth0/auth0-angular](https://officialskills.sh/auth0/skills/auth0-angular)** - 使用 @auth0/auth0-angular 为 Angular 应用添加认证
+- **[auth0/auth0-aspnetcore-api](https://officialskills.sh/auth0/skills/auth0-aspnetcore-api)** - 为 ASP.NET Core API 添加 JWT 访问令牌校验
+- **[auth0/auth0-express](https://officialskills.sh/auth0/skills/auth0-express)** - 为 Express.js 应用添加基于 session 的认证
+- **[auth0/auth0-fastify](https://officialskills.sh/auth0/skills/auth0-fastify)** - 为 Fastify Web 应用添加基于 session 的认证
+- **[auth0/auth0-fastify-api](https://officialskills.sh/auth0/skills/auth0-fastify-api)** - 使用 JWT Bearer 令牌校验保护 Fastify API 端点
+- **[auth0/auth0-mfa](https://officialskills.sh/auth0/skills/auth0-mfa)** - 为基于 Auth0 的应用添加多因素认证（MFA）
+- **[auth0/auth0-migration](https://officialskills.sh/auth0/skills/auth0-migration)** - 将用户与认证流程从其他提供商迁移到 Auth0
+- **[auth0/auth0-nextjs](https://officialskills.sh/auth0/skills/auth0-nextjs)** - 为 Next.js 应用添加认证
+- **[auth0/auth0-nuxt](https://officialskills.sh/auth0/skills/auth0-nuxt)** - 为 Nuxt 3/4 应用添加 Auth0 认证，支持加密 cookie session
+- **[auth0/auth0-quickstart](https://officialskills.sh/auth0/skills/auth0-quickstart)** - 自动检测你的框架并搭建 Auth0 集成脚手架
+- **[auth0/auth0-react](https://officialskills.sh/auth0/skills/auth0-react)** - 使用 @auth0/auth0-react 为 React SPA 添加认证
+- **[auth0/auth0-react-native](https://officialskills.sh/auth0/skills/auth0-react-native)** - 为 React Native 与 Expo 移动应用添加认证
+- **[auth0/auth0-vue](https://officialskills.sh/auth0/skills/auth0-vue)** - 为 Vue.js 应用添加认证
-
Skills by Brave
+
Brave 出品的 Skills
-Official skills from the Brave team for accessing Brave Search APIs including web, images, videos, news, and local point-of-interest data.
+Brave 团队官方 Skills，用于访问 Brave Search API，涵盖网页、图片、视频、新闻以及本地兴趣点（POI）数据。
-- **[brave/answers](https://officialskills.sh/brave/skills/answers)** - AI-generated answers grounded in live web search results
-- **[brave/bx](https://officialskills.sh/brave/skills/bx)** - CLI tool for web search built for AI agents
-- **[brave/images-search](https://officialskills.sh/brave/skills/images-search)** - Search for images using the Brave Search API
-- **[brave/llm-context](https://officialskills.sh/brave/skills/llm-context)** - Return pre-extracted web content (text, tables, code) from Brave Search
-- **[brave/local-descriptions](https://officialskills.sh/brave/skills/local-descriptions)** - Fetch AI-generated text descriptions for points of interest
-- **[brave/local-pois](https://officialskills.sh/brave/skills/local-pois)** - Retrieve detailed local business and POI information
-- **[brave/news-search](https://officialskills.sh/brave/skills/news-search)** - Search Brave's news index with article metadata
-- **[brave/spellcheck](https://officialskills.sh/brave/skills/spellcheck)** - Check search queries for spelling errors and get corrections
-- **[brave/suggest](https://officialskills.sh/brave/skills/suggest)** - Query autocomplete suggestions via the Brave Search API
-- **[brave/videos-search](https://officialskills.sh/brave/skills/videos-search)** - Search for videos across the web via the Brave Search API
-- **[brave/web-search](https://officialskills.sh/brave/skills/web-search)** - Search the web via Brave's Search API with ranked results
+- **[brave/answers](https://officialskills.sh/brave/skills/answers)** - 基于实时网页搜索结果的 AI 生成答案
+- **[brave/bx](https://officialskills.sh/brave/skills/bx)** - 面向 AI 智能体构建的网页搜索 CLI 工具
+- **[brave/images-search](https://officialskills.sh/brave/skills/images-search)** - 使用 Brave Search API 搜索图片
+- **[brave/llm-context](https://officialskills.sh/brave/skills/llm-context)** - 从 Brave Search 返回预提取的网页内容（文本、表格、代码）
+- **[brave/local-descriptions](https://officialskills.sh/brave/skills/local-descriptions)** - 获取兴趣点的 AI 生成文本描述
+- **[brave/local-pois](https://officialskills.sh/brave/skills/local-pois)** - 检索详细的本地商户与 POI 信息
+- **[brave/news-search](https://officialskills.sh/brave/skills/news-search)** - 搜索 Brave 新闻索引并获取文章元数据
+- **[brave/spellcheck](https://officialskills.sh/brave/skills/spellcheck)** - 检查搜索查询的拼写错误并获取纠正建议
+- **[brave/suggest](https://officialskills.sh/brave/skills/suggest)** - 通过 Brave Search API 查询自动补全建议
+- **[brave/videos-search](https://officialskills.sh/brave/skills/videos-search)** - 通过 Brave Search API 搜索全网视频
+- **[brave/web-search](https://officialskills.sh/brave/skills/web-search)** - 通过 Brave Search API 搜索网页并返回排序结果
-
Skills by Browserbase
+
Browserbase 出品的 Skills
-Official browser automation skills from the Browserbase team. Covers headless browsing, cookie sync, serverless functions, and adversarial UI testing.
+Browserbase 团队官方浏览器自动化 Skills，涵盖无头浏览、Cookie 同步、无服务器函数以及对抗式 UI 测试。
-- **[browserbase/browser](https://officialskills.sh/browserbase/skills/browser)** - Automate web browser interactions through natural language CLI commands
-- **[browserbase/browserbase-cli](https://officialskills.sh/browserbase/skills/browserbase-cli)** - CLI wrapper around the Browserbase platform
-- **[browserbase/cookie-sync](https://officialskills.sh/browserbase/skills/cookie-sync)** - Export cookies from local Chrome into a Browserbase persistent context
-- **[browserbase/fetch](https://officialskills.sh/browserbase/skills/fetch)** - Fetch HTML, JSON, headers, and status codes through the Browserbase API
-- **[browserbase/functions](https://officialskills.sh/browserbase/skills/functions)** - Deploy browser automation scripts as serverless cloud functions
-- **[browserbase/search](https://officialskills.sh/browserbase/skills/search)** - Search the web via the Browserbase API with structured results
-- **[browserbase/ui-test](https://officialskills.sh/browserbase/skills/ui-test)** - Run adversarial UI tests by analyzing git diffs in a real browser
+- **[browserbase/browser](https://officialskills.sh/browserbase/skills/browser)** - 通过自然语言 CLI 命令自动化网页浏览器交互
+- **[browserbase/browserbase-cli](https://officialskills.sh/browserbase/skills/browserbase-cli)** - Browserbase 平台的 CLI 封装
+- **[browserbase/cookie-sync](https://officialskills.sh/browserbase/skills/cookie-sync)** - 将本地 Chrome 的 Cookie 导出到 Browserbase 持久化上下文
+- **[browserbase/fetch](https://officialskills.sh/browserbase/skills/fetch)** - 通过 Browserbase API 获取 HTML、JSON、响应头与状态码
+- **[browserbase/functions](https://officialskills.sh/browserbase/skills/functions)** - 将浏览器自动化脚本部署为无服务器云函数
+- **[browserbase/search](https://officialskills.sh/browserbase/skills/search)** - 通过 Browserbase API 搜索网页并返回结构化结果
+- **[browserbase/ui-test](https://officialskills.sh/browserbase/skills/ui-test)** - 在真实浏览器中分析 git diff 以运行对抗式 UI 测试
-
Skills by CodeRabbit
+
CodeRabbit 出品的 Skills
-Official AI code review skills from the CodeRabbit team.
+CodeRabbit 团队官方 AI 代码审查 Skills。
-- **[coderabbitai/autofix](https://officialskills.sh/coderabbitai/skills/autofix)** - Fetch unresolved CodeRabbit review comments from GitHub PRs and apply fixes
-- **[coderabbitai/code-review](https://officialskills.sh/coderabbitai/skills/code-review)** - Run AI-powered code reviews through the CodeRabbit CLI
+- **[coderabbitai/autofix](https://officialskills.sh/coderabbitai/skills/autofix)** - 从 GitHub PR 获取未解决的 CodeRabbit 审查评论并应用修复
+- **[coderabbitai/code-review](https://officialskills.sh/coderabbitai/skills/code-review)** - 通过 CodeRabbit CLI 运行 AI 驱动的代码审查
-
Skills by Coinbase
+
Coinbase 出品的 Skills
-Official wallet, payments, and trading skills from the Coinbase team. Covers USDC transfers, onchain queries, x402 paid APIs, and Base trading.
+Coinbase 团队官方钱包、支付与交易 Skills，涵盖 USDC 转账、链上查询、x402 付费 API 以及 Base 交易。
-- **[coinbase/authenticate-wallet](https://officialskills.sh/coinbase/skills/authenticate-wallet)** - Handle sign-in for the Coinbase payments wallet via email OTP
-- **[coinbase/fund](https://officialskills.sh/coinbase/skills/fund)** - Add USDC to a Coinbase-powered wallet through Coinbase Onramp
-- **[coinbase/monetize-service](https://officialskills.sh/coinbase/skills/monetize-service)** - Scaffold an Express server that charges USDC per request using x402
-- **[coinbase/pay-for-service](https://officialskills.sh/coinbase/skills/pay-for-service)** - Call paid API endpoints that use the x402 protocol with automatic USDC
-- **[coinbase/query-onchain-data](https://officialskills.sh/coinbase/skills/query-onchain-data)** - Query decoded onchain data (events, tx, blocks) on Base
-- **[coinbase/search-for-service](https://officialskills.sh/coinbase/skills/search-for-service)** - Search and browse the x402 bazaar marketplace
-- **[coinbase/send-usdc](https://officialskills.sh/coinbase/skills/send-usdc)** - Send USDC to any Ethereum address or ENS name on Base
-- **[coinbase/trade](https://officialskills.sh/coinbase/skills/trade)** - Swap and trade tokens on Base using the CDP Swap API
-- **[coinbase/x402](https://officialskills.sh/coinbase/skills/x402)** - Discover and call paid API endpoints using the x402 payment protocol
+- **[coinbase/authenticate-wallet](https://officialskills.sh/coinbase/skills/authenticate-wallet)** - 通过邮箱 OTP 处理 Coinbase 支付钱包的登录
+- **[coinbase/fund](https://officialskills.sh/coinbase/skills/fund)** - 通过 Coinbase Onramp 向 Coinbase 驱动的钱包充值 USDC
+- **[coinbase/monetize-service](https://officialskills.sh/coinbase/skills/monetize-service)** - 搭建 Express 服务器，使用 x402 按请求收取 USDC
+- **[coinbase/pay-for-service](https://officialskills.sh/coinbase/skills/pay-for-service)** - 调用采用 x402 协议且自动使用 USDC 的付费 API 端点
+- **[coinbase/query-onchain-data](https://officialskills.sh/coinbase/skills/query-onchain-data)** - 在 Base 上查询已解码的链上数据（事件、交易、区块）
+- **[coinbase/search-for-service](https://officialskills.sh/coinbase/skills/search-for-service)** - 搜索并浏览 x402 bazaar 市场
+- **[coinbase/send-usdc](https://officialskills.sh/coinbase/skills/send-usdc)** - 向 Base 上任意以太坊地址或 ENS 名称发送 USDC
+- **[coinbase/trade](https://officialskills.sh/coinbase/skills/trade)** - 使用 CDP Swap API 在 Base 上兑换与交易代币
+- **[coinbase/x402](https://officialskills.sh/coinbase/skills/x402)** - 使用 x402 支付协议发现并调用付费 API 端点
-
Skills by Datadog Labs
+
Datadog Labs 出品的 Skills
-Observability skills from Datadog Labs for APM, logs, monitors, and LLM observability workflows powered by the pup CLI.
+Datadog Labs 可观测性 Skills，用于 APM、日志、监控器以及由 pup CLI 驱动的 LLM 可观测性工作流。
-- **[datadog-labs/dd-apm](https://officialskills.sh/datadog-labs/skills/dd-apm)** - Query Datadog APM data directly from your editor
-- **[datadog-labs/dd-docs](https://officialskills.sh/datadog-labs/skills/dd-docs)** - Look up Datadog documentation via the LLM-optimized docs index
-- **[datadog-labs/dd-llmo-eval-bootstrap](https://officialskills.sh/datadog-labs/skills/dd-llmo-eval-bootstrap)** - Analyze production LLM traces and generate evaluators
-- **[datadog-labs/dd-llmo-eval-trace-rca](https://officialskills.sh/datadog-labs/skills/dd-llmo-eval-trace-rca)** - Root-cause LLM app failures using eval traces
-- **[datadog-labs/dd-llmo-experiment-analyzer](https://officialskills.sh/datadog-labs/skills/dd-llmo-experiment-analyzer)** - Analyze single or comparative LLM experiment results
-- **[datadog-labs/dd-logs](https://officialskills.sh/datadog-labs/skills/dd-logs)** - Search, filter, and archive Datadog logs through pup CLI
-- **[datadog-labs/dd-monitors](https://officialskills.sh/datadog-labs/skills/dd-monitors)** - Manage Datadog monitors through the pup CLI
-- **[datadog-labs/dd-pup](https://officialskills.sh/datadog-labs/skills/dd-pup)** - Rust-based CLI (pup) for talking to the Datadog API
+- **[datadog-labs/dd-apm](https://officialskills.sh/datadog-labs/skills/dd-apm)** - 在编辑器中直接查询 Datadog APM 数据
+- **[datadog-labs/dd-docs](https://officialskills.sh/datadog-labs/skills/dd-docs)** - 通过面向 LLM 优化的文档索引查阅 Datadog 文档
+- **[datadog-labs/dd-llmo-eval-bootstrap](https://officialskills.sh/datadog-labs/skills/dd-llmo-eval-bootstrap)** - 分析生产环境 LLM 追踪并生成评估器
+- **[datadog-labs/dd-llmo-eval-trace-rca](https://officialskills.sh/datadog-labs/skills/dd-llmo-eval-trace-rca)** - 使用评估追踪对 LLM 应用故障进行根因分析
+- **[datadog-labs/dd-llmo-experiment-analyzer](https://officialskills.sh/datadog-labs/skills/dd-llmo-experiment-analyzer)** - 分析单个或对比性的 LLM 实验结果
+- **[datadog-labs/dd-logs](https://officialskills.sh/datadog-labs/skills/dd-logs)** - 通过 pup CLI 搜索、筛选并归档 Datadog 日志
+- **[datadog-labs/dd-monitors](https://officialskills.sh/datadog-labs/skills/dd-monitors)** - 通过 pup CLI 管理 Datadog 监控器
+- **[datadog-labs/dd-pup](https://officialskills.sh/datadog-labs/skills/dd-pup)** - 基于 Rust 的 CLI（pup），用于与 Datadog API 交互
-
Skills by Firebase
+
Firebase 出品的 Skills
-Official skills from the Firebase team for setup, auth, Firestore, hosting, Genkit AI SDKs, and security rule auditing.
+Firebase 团队官方 Skills，涵盖设置、身份验证、Firestore、托管、Genkit AI SDK 以及安全规则审计。
-- **[firebase/developing-genkit-dart](https://officialskills.sh/firebase/skills/developing-genkit-dart)** - Build AI apps with the Genkit Dart SDK
-- **[firebase/developing-genkit-go](https://officialskills.sh/firebase/skills/developing-genkit-go)** - Build AI apps with the Genkit Go SDK
-- **[firebase/developing-genkit-js](https://officialskills.sh/firebase/skills/developing-genkit-js)** - Build AI-powered apps with Firebase Genkit in Node.js
-- **[firebase/firebase-ai-logic-basics](https://officialskills.sh/firebase/skills/firebase-ai-logic-basics)** - Call Gemini models from web and mobile apps via Firebase AI Logic
-- **[firebase/firebase-app-hosting-basics](https://officialskills.sh/firebase/skills/firebase-app-hosting-basics)** - Deploy and manage full-stack web apps (Next.js, Angular, etc.)
-- **[firebase/firebase-auth-basics](https://officialskills.sh/firebase/skills/firebase-auth-basics)** - Set up Firebase Authentication with sign-in providers
-- **[firebase/firebase-basics](https://officialskills.sh/firebase/skills/firebase-basics)** - Handle Firebase CLI install, auth, and day-to-day workflow
-- **[firebase/firebase-data-connect-basics](https://officialskills.sh/firebase/skills/firebase-data-connect-basics)** - Build Firebase Data Connect backends backed by Cloud SQL
-- **[firebase/firebase-firestore-enterprise-native-mode](https://officialskills.sh/firebase/skills/firebase-firestore-enterprise-native-mode)** - Set up and use Firestore Enterprise Native Mode
-- **[firebase/firebase-firestore-standard](https://officialskills.sh/firebase/skills/firebase-firestore-standard)** - Complete guide for Cloud Firestore Standard Edition
-- **[firebase/firebase-hosting-basics](https://officialskills.sh/firebase/skills/firebase-hosting-basics)** - Deploy static sites, SPAs, and microservices to Firebase Hosting
-- **[firebase/firebase-security-rules-auditor](https://officialskills.sh/firebase/skills/firebase-security-rules-auditor)** - Audit Firestore security rules and flag risky patterns
+- **[firebase/developing-genkit-dart](https://officialskills.sh/firebase/skills/developing-genkit-dart)** - 使用 Genkit Dart SDK 构建 AI 应用
+- **[firebase/developing-genkit-go](https://officialskills.sh/firebase/skills/developing-genkit-go)** - 使用 Genkit Go SDK 构建 AI 应用
+- **[firebase/developing-genkit-js](https://officialskills.sh/firebase/skills/developing-genkit-js)** - 在 Node.js 中使用 Firebase Genkit 构建 AI 应用
+- **[firebase/firebase-ai-logic-basics](https://officialskills.sh/firebase/skills/firebase-ai-logic-basics)** - 通过 Firebase AI Logic 从 Web 与移动应用调用 Gemini 模型
+- **[firebase/firebase-app-hosting-basics](https://officialskills.sh/firebase/skills/firebase-app-hosting-basics)** - 部署并管理全栈 Web 应用（Next.js、Angular 等）
+- **[firebase/firebase-auth-basics](https://officialskills.sh/firebase/skills/firebase-auth-basics)** - 配置 Firebase Authentication 及登录提供方
+- **[firebase/firebase-basics](https://officialskills.sh/firebase/skills/firebase-basics)** - 处理 Firebase CLI 安装、身份验证与日常开发工作流
+- **[firebase/firebase-data-connect-basics](https://officialskills.sh/firebase/skills/firebase-data-connect-basics)** - 构建由 Cloud SQL 支撑的 Firebase Data Connect 后端
+- **[firebase/firebase-firestore-enterprise-native-mode](https://officialskills.sh/firebase/skills/firebase-firestore-enterprise-native-mode)** - 设置并使用 Firestore Enterprise Native Mode
+- **[firebase/firebase-firestore-standard](https://officialskills.sh/firebase/skills/firebase-firestore-standard)** - Cloud Firestore Standard Edition 完整指南
+- **[firebase/firebase-hosting-basics](https://officialskills.sh/firebase/skills/firebase-hosting-basics)** - 将静态站点、SPA 与微服务部署到 Firebase Hosting
+- **[firebase/firebase-security-rules-auditor](https://officialskills.sh/firebase/skills/firebase-security-rules-auditor)** - 审计 Firestore 安全规则并标记高风险模式
-
Skills by Flutter
+
Flutter 技能
-Official skills from the Flutter team covering layouts, state, navigation, native interop, platform setup, and testing for cross-platform Flutter apps.
+Flutter 团队官方技能，涵盖跨平台 Flutter 应用的布局、状态、导航、原生互操作、平台配置与测试。
-- **[flutter/flutter-adding-home-screen-widgets](https://officialskills.sh/flutter/skills/flutter-adding-home-screen-widgets)** - Add home screen widgets to Flutter apps on Android and iOS
-- **[flutter/flutter-animating-apps](https://officialskills.sh/flutter/skills/flutter-animating-apps)** - Implement animated effects, transitions, and motion
-- **[flutter/flutter-architecting-apps](https://officialskills.sh/flutter/skills/flutter-architecting-apps)** - Structure a Flutter app using layered architecture
-- **[flutter/flutter-building-forms](https://officialskills.sh/flutter/skills/flutter-building-forms)** - Build Flutter forms with validation and user input
-- **[flutter/flutter-building-layouts](https://officialskills.sh/flutter/skills/flutter-building-layouts)** - Build and fix layouts using the constraint system (Row, Column, Stack)
-- **[flutter/flutter-building-plugins](https://officialskills.sh/flutter/skills/flutter-building-plugins)** - Create Flutter plugins that bridge Dart with platform code
-- **[flutter/flutter-caching-data](https://officialskills.sh/flutter/skills/flutter-caching-data)** - Implement offline-first caching strategies
-- **[flutter/flutter-embedding-native-views](https://officialskills.sh/flutter/skills/flutter-embedding-native-views)** - Embed native Android, iOS, and macOS views in Flutter widgets
-- **[flutter/flutter-handling-concurrency](https://officialskills.sh/flutter/skills/flutter-handling-concurrency)** - Run heavy work in background Dart isolates
-- **[flutter/flutter-handling-http-and-json](https://officialskills.sh/flutter/skills/flutter-handling-http-and-json)** - Handle HTTP requests and JSON serialization
-- **[flutter/flutter-implementing-navigation-and-routing](https://officialskills.sh/flutter/skills/flutter-implementing-navigation-and-routing)** - Handle routing, navigation, and deep linking
-- **[flutter/flutter-improving-accessibility](https://officialskills.sh/flutter/skills/flutter-improving-accessibility)** - Configure Flutter for screen readers and assistive tech
-- **[flutter/flutter-interoperating-with-native-apis](https://officialskills.sh/flutter/skills/flutter-interoperating-with-native-apis)** - Bridge Flutter with native platform APIs
-- **[flutter/flutter-localizing-apps](https://officialskills.sh/flutter/skills/flutter-localizing-apps)** - Configure Flutter for multiple languages and regions
-- **[flutter/flutter-managing-state](https://officialskills.sh/flutter/skills/flutter-managing-state)** - Manage local widget state and shared application state
-- **[flutter/flutter-reducing-app-size](https://officialskills.sh/flutter/skills/flutter-reducing-app-size)** - Measure and optimize Flutter app bundle sizes
-- **[flutter/flutter-setting-up-on-linux](https://officialskills.sh/flutter/skills/flutter-setting-up-on-linux)** - Set up a Linux machine for Flutter desktop development
-- **[flutter/flutter-setting-up-on-macos](https://officialskills.sh/flutter/skills/flutter-setting-up-on-macos)** - Set up a macOS machine for Flutter development
-- **[flutter/flutter-setting-up-on-windows](https://officialskills.sh/flutter/skills/flutter-setting-up-on-windows)** - Set up a Windows machine for Flutter development
-- **[flutter/flutter-testing-apps](https://officialskills.sh/flutter/skills/flutter-testing-apps)** - Implement unit, widget, and integration tests
-- **[flutter/flutter-theming-apps](https://officialskills.sh/flutter/skills/flutter-theming-apps)** - Customize Flutter app appearance through the theming system
-- **[flutter/flutter-working-with-databases](https://officialskills.sh/flutter/skills/flutter-working-with-databases)** - Build a structured data layer using SQLite
+- **[flutter/flutter-adding-home-screen-widgets](https://officialskills.sh/flutter/skills/flutter-adding-home-screen-widgets)** - 为 Android 和 iOS 上的 Flutter 应用添加主屏幕小组件
+- **[flutter/flutter-animating-apps](https://officialskills.sh/flutter/skills/flutter-animating-apps)** - 实现动画效果、过渡与动效
+- **[flutter/flutter-architecting-apps](https://officialskills.sh/flutter/skills/flutter-architecting-apps)** - 使用分层架构组织 Flutter 应用结构
+- **[flutter/flutter-building-forms](https://officialskills.sh/flutter/skills/flutter-building-forms)** - 构建带校验与用户输入的 Flutter 表单
+- **[flutter/flutter-building-layouts](https://officialskills.sh/flutter/skills/flutter-building-layouts)** - 使用约束系统（Row、Column、Stack）构建并修复布局
+- **[flutter/flutter-building-plugins](https://officialskills.sh/flutter/skills/flutter-building-plugins)** - 创建连接 Dart 与平台代码的 Flutter 插件
+- **[flutter/flutter-caching-data](https://officialskills.sh/flutter/skills/flutter-caching-data)** - 实现离线优先（offline-first）的缓存策略
+- **[flutter/flutter-embedding-native-views](https://officialskills.sh/flutter/skills/flutter-embedding-native-views)** - 在 Flutter 组件中嵌入原生 Android、iOS 与 macOS 视图
+- **[flutter/flutter-handling-concurrency](https://officialskills.sh/flutter/skills/flutter-handling-concurrency)** - 在后台 Dart isolate 中运行繁重任务
+- **[flutter/flutter-handling-http-and-json](https://officialskills.sh/flutter/skills/flutter-handling-http-and-json)** - 处理 HTTP 请求与 JSON 序列化
+- **[flutter/flutter-implementing-navigation-and-routing](https://officialskills.sh/flutter/skills/flutter-implementing-navigation-and-routing)** - 处理路由、导航与深度链接（deep linking）
+- **[flutter/flutter-improving-accessibility](https://officialskills.sh/flutter/skills/flutter-improving-accessibility)** - 为屏幕阅读器与辅助技术配置 Flutter
+- **[flutter/flutter-interoperating-with-native-apis](https://officialskills.sh/flutter/skills/flutter-interoperating-with-native-apis)** - 将 Flutter 与原生平台 API 桥接
+- **[flutter/flutter-localizing-apps](https://officialskills.sh/flutter/skills/flutter-localizing-apps)** - 为多种语言与地区配置 Flutter
+- **[flutter/flutter-managing-state](https://officialskills.sh/flutter/skills/flutter-managing-state)** - 管理局部组件状态与共享应用状态
+- **[flutter/flutter-reducing-app-size](https://officialskills.sh/flutter/skills/flutter-reducing-app-size)** - 测量并优化 Flutter 应用包体积
+- **[flutter/flutter-setting-up-on-linux](https://officialskills.sh/flutter/skills/flutter-setting-up-on-linux)** - 配置 Linux 机器以进行 Flutter 桌面开发
+- **[flutter/flutter-setting-up-on-macos](https://officialskills.sh/flutter/skills/flutter-setting-up-on-macos)** - 配置 macOS 机器以进行 Flutter 开发
+- **[flutter/flutter-setting-up-on-windows](https://officialskills.sh/flutter/skills/flutter-setting-up-on-windows)** - 配置 Windows 机器以进行 Flutter 开发
+- **[flutter/flutter-testing-apps](https://officialskills.sh/flutter/skills/flutter-testing-apps)** - 实现单元测试、组件测试与集成测试
+- **[flutter/flutter-theming-apps](https://officialskills.sh/flutter/skills/flutter-theming-apps)** - 通过主题系统自定义 Flutter 应用外观
+- **[flutter/flutter-working-with-databases](https://officialskills.sh/flutter/skills/flutter-working-with-databases)** - 使用 SQLite 构建结构化数据层
-
Product Manager Skills by Dean Peters
+
Dean Peters 产品经理技能
-46 battle-tested product management skills by [Dean Peters](https://github.com/deanpeters). Frame problems, hunt opportunities, scaffold validation experiments, and kill bad bets fast — with frameworks from Teresa Torres, Geoffrey Moore, Amazon, MITRE, and more.
+46 个经过实战检验的产品管理技能，由 [Dean Peters](https://github.com/deanpeters). 提供——用于界定问题、发掘机会、搭建验证实验，并快速否决劣质方案——所采用的框架来自 Teresa Torres、Geoffrey Moore、Amazon、MITRE 等。
-**Component Skills**
+**组件技能**
-- **[deanpeters/acquisition-channel-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/acquisition-channel-advisor)** - Evaluate channels using unit economics and recommend scale/test/kill decisions
-- **[deanpeters/ai-shaped-readiness-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/ai-shaped-readiness-advisor)** - Assess automation vs. redesign opportunities across five competencies
-- **[deanpeters/altitude-horizon-framework](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/altitude-horizon-framework)** - Navigate the PM→Director mindset shift covering scope, time horizons, and failure modes
-- **[deanpeters/business-health-diagnostic](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/business-health-diagnostic)** - Diagnose SaaS health, identify red flags, and prioritize recovery actions
-- **[deanpeters/company-research](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/company-research)** - Deep-dive competitor or company analysis
-- **[deanpeters/customer-journey-map](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/customer-journey-map)** - Map customer experience across touchpoints using the NNGroup framework
-- **[deanpeters/eol-message](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/eol-message)** - Communicate product or feature deprecation gracefully
-- **[deanpeters/epic-hypothesis](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/epic-hypothesis)** - Turn initiatives into testable hypotheses with measurable success metrics
-- **[deanpeters/finance-metrics-quickref](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/finance-metrics-quickref)** - Reference guide for 32+ SaaS finance metrics with formulas and benchmarks
-- **[deanpeters/jobs-to-be-done](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/jobs-to-be-done)** - Understand customer objectives using the JTBD framework
-- **[deanpeters/pestel-analysis](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/pestel-analysis)** - Analyze external factors across Political, Economic, Social, Tech, Environmental, and Legal dimensions
-- **[deanpeters/pol-probe](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/pol-probe)** - Define lightweight validation experiments to test hypotheses
-- **[deanpeters/positioning-statement](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/positioning-statement)** - Define target audience, problem solved, and differentiation using Geoffrey Moore's framework
-- **[deanpeters/press-release](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/press-release)** - Clarify product vision with a future press release using Amazon's Working Backwards method
-- **[deanpeters/problem-statement](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/problem-statement)** - Frame customer problems with evidence before jumping to solutions
-- **[deanpeters/proto-persona](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/proto-persona)** - Create hypothesis-driven personas before conducting full research
-- **[deanpeters/recommendation-canvas](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/recommendation-canvas)** - Document AI-powered product recommendations
-- **[deanpeters/saas-economics-efficiency-metrics](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/saas-economics-efficiency-metrics)** - Calculate unit economics and capital efficiency including CAC, LTV, payback, and Rule of 40
-- **[deanpeters/saas-revenue-growth-metrics](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/saas-revenue-growth-metrics)** - Track revenue, retention, and growth metrics including MRR/ARR, churn, NRR, and expansion
-- **[deanpeters/storyboard](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/storyboard)** - Visualize user journeys with 6-frame narrative storyboards
-- **[deanpeters/user-story](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/user-story)** - Write user stories with acceptance criteria using Mike Cohn and Gherkin formats
-- **[deanpeters/user-story-mapping](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/user-story-mapping)** - Organize stories by user workflow using Jeff Patton's story mapping approach
-- **[deanpeters/user-story-splitting](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/user-story-splitting)** - Break down large stories using 8 proven splitting patterns
+- **[deanpeters/acquisition-channel-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/acquisition-channel-advisor)** - 基于单位经济模型评估渠道，并给出扩量/测试/终止建议
+- **[deanpeters/ai-shaped-readiness-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/ai-shaped-readiness-advisor)** - 从五项能力维度评估自动化与重新设计的机会
+- **[deanpeters/altitude-horizon-framework](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/altitude-horizon-framework)** - 应对 PM 向总监的思维转变，涵盖范围、时间跨度与失败模式
+- **[deanpeters/business-health-diagnostic](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/business-health-diagnostic)** - 诊断 SaaS 健康状况，识别危险信号，并确定恢复行动优先级
+- **[deanpeters/company-research](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/company-research)** - 深入分析竞争对手或公司
+- **[deanpeters/customer-journey-map](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/customer-journey-map)** - 使用 NNGroup 框架映射各触点的客户体验
+- **[deanpeters/eol-message](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/eol-message)** - 得体地传达产品或功能弃用信息
+- **[deanpeters/epic-hypothesis](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/epic-hypothesis)** - 将举措转化为可测试假设，并设定可衡量的成功指标
+- **[deanpeters/finance-metrics-quickref](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/finance-metrics-quickref)** - 32+ 项 SaaS 财务指标参考指南，含公式与基准
+- **[deanpeters/jobs-to-be-done](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/jobs-to-be-done)** - 使用 JTBD（Jobs-to-be-Done）框架理解客户目标
+- **[deanpeters/pestel-analysis](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/pestel-analysis)** - 从政治、经济、社会、技术、环境、法律等维度分析外部因素
+- **[deanpeters/pol-probe](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/pol-probe)** - 定义轻量级验证实验以检验假设
+- **[deanpeters/positioning-statement](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/positioning-statement)** - 使用 Geoffrey Moore 框架定义目标受众、解决的问题与差异化
+- **[deanpeters/press-release](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/press-release)** - 运用 Amazon 的 Working Backwards 方法，用一篇未来新闻稿阐明产品愿景
+- **[deanpeters/problem-statement](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/problem-statement)** - 在提出方案前，用证据界定客户问题
+- **[deanpeters/proto-persona](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/proto-persona)** - 在开展全面调研前创建假设驱动的用户画像（persona）
+- **[deanpeters/recommendation-canvas](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/recommendation-canvas)** - 记录 AI 驱动的产品推荐方案
+- **[deanpeters/saas-economics-efficiency-metrics](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/saas-economics-efficiency-metrics)** - 计算单位经济模型与资本效率，包括 CAC、LTV、回本周期与 Rule of 40
+- **[deanpeters/saas-revenue-growth-metrics](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/saas-revenue-growth-metrics)** - 跟踪收入、留存与增长指标，包括 MRR/ARR、流失率、NRR 与扩展收入
+- **[deanpeters/storyboard](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/storyboard)** - 用 6 格叙事故事板可视化用户旅程
+- **[deanpeters/user-story](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/user-story)** - 使用 Mike Cohn 与 Gherkin 格式撰写含验收标准的用户故事
+- **[deanpeters/user-story-mapping](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/user-story-mapping)** - 使用 Jeff Patton 的故事地图法按用户工作流组织故事
+- **[deanpeters/user-story-splitting](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/user-story-splitting)** - 使用 8 种经证实的拆分模式拆解大型故事
-**Interactive Skills**
+**交互式技能（Interactive Skills）**
-- **[deanpeters/context-engineering-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/context-engineering-advisor)** - Diagnose context stuffing vs. engineering and guide memory and retrieval design
-- **[deanpeters/customer-journey-mapping-workshop](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/customer-journey-mapping-workshop)** - Guide journey mapping sessions with pain point identification
-- **[deanpeters/director-readiness-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/director-readiness-advisor)** - Coach the PM→Director transition across four key situations
-- **[deanpeters/discovery-interview-prep](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/discovery-interview-prep)** - Plan customer interviews using Mom Test style based on research goals
-- **[deanpeters/epic-breakdown-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/epic-breakdown-advisor)** - Split epics into stories using Richard Lawrence's 9 splitting patterns
-- **[deanpeters/feature-investment-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/feature-investment-advisor)** - Evaluate features using ROI and strategic value scoring
-- **[deanpeters/finance-based-pricing-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/finance-based-pricing-advisor)** - Evaluate pricing changes using financial impact analysis
-- **[deanpeters/lean-ux-canvas](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/lean-ux-canvas)** - Set up hypothesis-driven planning using Jeff Gothelf's Lean UX Canvas v2
-- **[deanpeters/opportunity-solution-tree](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/opportunity-solution-tree)** - Generate opportunities and solutions and recommend proof-of-concept tests
-- **[deanpeters/pol-probe-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/pol-probe-advisor)** - Recommend prototype type: Feasibility, Task-Focused, Narrative, Synthetic, or Vibe
-- **[deanpeters/positioning-workshop](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/positioning-workshop)** - Guide positioning definition with adaptive discovery questions
-- **[deanpeters/prioritization-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/prioritization-advisor)** - Recommend the right prioritization framework (RICE, ICE, Kano, etc.) for your situation
-- **[deanpeters/problem-framing-canvas](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/problem-framing-canvas)** - Lead through MITRE Problem Framing: Look Inward, Outward, and Reframe
-- **[deanpeters/tam-sam-som-calculator](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/tam-sam-som-calculator)** - Project market size with real-world data and citations
-- **[deanpeters/user-story-mapping-workshop](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/user-story-mapping-workshop)** - Walk through creating story maps with backbone and release slices
-- **[deanpeters/vp-cpo-readiness-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/vp-cpo-readiness-advisor)** - Coach the Director→VP/CPO transition including a CEO interview framework
-- **[deanpeters/workshop-facilitation](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/workshop-facilitation)** - Add step-by-step facilitation with numbered recommendations to any workshop
+- **[deanpeters/context-engineering-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/context-engineering-advisor)** - 诊断 context stuffing（上下文堆砌）与 context engineering（上下文工程）的差异，并指导记忆与检索设计
+- **[deanpeters/customer-journey-mapping-workshop](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/customer-journey-mapping-workshop)** - 引导用户旅程映射工作坊，识别痛点
+- **[deanpeters/director-readiness-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/director-readiness-advisor)** - 在四种关键情境下辅导 PM→Director（产品经理→总监）转型
+- **[deanpeters/discovery-interview-prep](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/discovery-interview-prep)** - 根据研究目标，用 Mom Test 风格规划客户访谈
+- **[deanpeters/epic-breakdown-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/epic-breakdown-advisor)** - 运用 Richard Lawrence 的 9 种拆分模式将史诗拆分为用户故事
+- **[deanpeters/feature-investment-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/feature-investment-advisor)** - 通过 ROI 和战略价值评分评估功能投资
+- **[deanpeters/finance-based-pricing-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/finance-based-pricing-advisor)** - 通过财务影响分析评估定价变更
+- **[deanpeters/lean-ux-canvas](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/lean-ux-canvas)** - 使用 Jeff Gothelf 的 Lean UX Canvas v2 建立假设驱动式规划
+- **[deanpeters/opportunity-solution-tree](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/opportunity-solution-tree)** - 生成机会与解决方案，并推荐概念验证（proof-of-concept）测试
+- **[deanpeters/pol-probe-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/pol-probe-advisor)** - 推荐原型类型：Feasibility、Task-Focused、Narrative、Synthetic 或 Vibe
+- **[deanpeters/positioning-workshop](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/positioning-workshop)** - 通过自适应探索式问题引导定位定义
+- **[deanpeters/prioritization-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/prioritization-advisor)** - 根据你的情境推荐合适的优先级框架（RICE、ICE、Kano 等）
+- **[deanpeters/problem-framing-canvas](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/problem-framing-canvas)** - 引导完成 MITRE Problem Framing：向内看（Look Inward）、向外看（Outward）、再框定（Reframe）
+- **[deanpeters/tam-sam-som-calculator](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/tam-sam-som-calculator)** - 基于真实数据和引用推算市场规模
+- **[deanpeters/user-story-mapping-workshop](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/user-story-mapping-workshop)** - 逐步创建用户故事地图，包含主干（backbone）与发布切片（release slices）
+- **[deanpeters/vp-cpo-readiness-advisor](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/vp-cpo-readiness-advisor)** - 辅导 Director→VP/CPO（总监→副总裁/首席产品官）转型，含 CEO 面试框架
+- **[deanpeters/workshop-facilitation](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/workshop-facilitation)** - 为任意工作坊添加分步引导与编号建议
-**Workflow Skills**
+**工作流技能（Workflow Skills）**
-- **[deanpeters/discovery-process](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/discovery-process)** - Full discovery cycle: frame problem → research → synthesize → validate (3-4 weeks)
-- **[deanpeters/executive-onboarding-playbook](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/executive-onboarding-playbook)** - 30-60-90 day diagnostic playbook for VP/CPO onboarding transitions
-- **[deanpeters/prd-development](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/prd-development)** - Structured PRD process: problem → personas → solution → metrics → stories (2-4 days)
-- **[deanpeters/product-strategy-session](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/product-strategy-session)** - Full strategy session: positioning → framing → exploration → roadmap (2-4 weeks)
-- **[deanpeters/roadmap-planning](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/roadmap-planning)** - Strategic roadmap process: inputs → epics → prioritize → sequence → communicate (1-2 weeks)
-- **[deanpeters/skill-authoring-workflow](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/skill-authoring-workflow)** - Meta workflow for authoring skills: choose path → validate → update docs → package
+- **[deanpeters/discovery-process](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/discovery-process)** - 完整发现周期：框定问题 → 调研 → 综合 → 验证（3-4 周）
+- **[deanpeters/executive-onboarding-playbook](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/executive-onboarding-playbook)** - VP/CPO 入职转型的 30-60-90 天诊断手册
+- **[deanpeters/prd-development](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/prd-development)** - 结构化 PRD 流程：问题 → 人物角色（personas）→ 解决方案 → 指标 → 用户故事（2-4 天）
+- **[deanpeters/product-strategy-session](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/product-strategy-session)** - 完整战略会议：定位 → 框定 → 探索 → 路线图（2-4 周）
+- **[deanpeters/roadmap-planning](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/roadmap-planning)** - 战略路线图流程：输入 → 史诗 → 排优先级 → 排序 → 沟通（1-2 周）
+- **[deanpeters/skill-authoring-workflow](https://github.com/deanpeters/Product-Manager-Skills/tree/main/skills/skill-authoring-workflow)** - 技能编写的元流程：选择路径 → 验证 → 更新文档 → 打包
-
Product Management Skills by Pawel Huryn
+
Pawel Huryn 的产品管理技能
-65 product management skills by [Paweł Huryn](https://github.com/phuryn), creator of The Product Compass newsletter. Covers the full PM lifecycle — from discovery and strategy to execution, analytics, and go-to-market — with frameworks from Teresa Torres, Geoffrey Moore, and more.
+由 [Paweł Huryn](https://github.com/phuryn), creator of The Product Compass newsletter. 创作的 65 项产品管理技能，The Product Compass 通讯创办人。覆盖完整 PM 生命周期——从发现与战略到执行、分析和 go-to-market（上市）——并融入 Teresa Torres、Geoffrey Moore 等人的框架。
-**Data Analytics**
+**数据分析（Data Analytics）**
-- **[phuryn/ab-test-analysis](https://github.com/phuryn/pm-skills/tree/main/pm-data-analytics/skills/ab-test-analysis)** - Analyze A/B test results with statistical significance and recommendations
-- **[phuryn/cohort-analysis](https://github.com/phuryn/pm-skills/tree/main/pm-data-analytics/skills/cohort-analysis)** - Cohort retention curves, feature adoption, and segment insights
-- **[phuryn/sql-queries](https://github.com/phuryn/pm-skills/tree/main/pm-data-analytics/skills/sql-queries)** - Generate SQL queries from natural language across major dialects
+- **[phuryn/ab-test-analysis](https://github.com/phuryn/pm-skills/tree/main/pm-data-analytics/skills/ab-test-analysis)** - 分析 A/B 测试结果，含统计显著性与建议
+- **[phuryn/cohort-analysis](https://github.com/phuryn/pm-skills/tree/main/pm-data-analytics/skills/cohort-analysis)** - 队列留存曲线、功能采纳与细分洞察
+- **[phuryn/sql-queries](https://github.com/phuryn/pm-skills/tree/main/pm-data-analytics/skills/sql-queries)** - 从自然语言生成主要方言的 SQL 查询
-**Execution**
+**执行（Execution）**
-- **[phuryn/brainstorm-okrs](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/brainstorm-okrs)** - Brainstorm team OKRs aligned with company objectives
-- **[phuryn/create-prd](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/create-prd)** - Create a PRD with 8-section template covering problem to release
-- **[phuryn/dummy-dataset](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/dummy-dataset)** - Generate realistic dummy datasets in CSV, JSON, or SQL
-- **[phuryn/job-stories](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/job-stories)** - Create job stories with acceptance criteria in JTBD format
-- **[phuryn/outcome-roadmap](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/outcome-roadmap)** - Transform output roadmaps into outcome-focused strategic plans
-- **[phuryn/pre-mortem](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/pre-mortem)** - Run pre-mortem risk analysis on PRDs and launch plans
-- **[phuryn/prioritization-frameworks](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/prioritization-frameworks)** - Reference guide to 9 prioritization frameworks with templates
-- **[phuryn/release-notes](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/release-notes)** - Generate user-facing release notes from tickets or changelogs
-- **[phuryn/retro](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/retro)** - Facilitate structured sprint retrospectives with action items
-- **[phuryn/sprint-plan](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/sprint-plan)** - Plan sprints with capacity, story selection, and risk mapping
-- **[phuryn/stakeholder-map](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/stakeholder-map)** - Build stakeholder maps with power/interest grid and comms plan
-- **[phuryn/summarize-meeting](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/summarize-meeting)** - Summarize meeting transcripts into structured notes and actions
-- **[phuryn/test-scenarios](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/test-scenarios)** - Create comprehensive test scenarios from user stories
-- **[phuryn/user-stories](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/user-stories)** - Create INVEST-compliant user stories with 3 C's structure
-- **[phuryn/wwas](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/wwas)** - Create backlog items in Why-What-Acceptance format
+- **[phuryn/brainstorm-okrs](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/brainstorm-okrs)** - 头脑风暴与公司目标对齐的团队 OKR
+- **[phuryn/create-prd](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/create-prd)** - 用 8 节模板创建 PRD，覆盖从问题到发布
+- **[phuryn/dummy-dataset](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/dummy-dataset)** - 生成 CSV、JSON 或 SQL 格式的逼真虚拟数据集
+- **[phuryn/job-stories](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/job-stories)** - 用 JTBD 格式创建带验收标准的工作故事
+- **[phuryn/outcome-roadmap](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/outcome-roadmap)** - 将产出型路线图转化为以成果为中心的战略计划
+- **[phuryn/pre-mortem](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/pre-mortem)** - 对 PRD 和发布计划进行事前验尸（pre-mortem）风险分析
+- **[phuryn/prioritization-frameworks](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/prioritization-frameworks)** - 含模板的 9 种优先级框架参考指南
+- **[phuryn/release-notes](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/release-notes)** - 从工单或变更日志生成面向用户的发布说明
+- **[phuryn/retro](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/retro)** - 引导结构化冲刺回顾并产出行动项
+- **[phuryn/sprint-plan](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/sprint-plan)** - 规划冲刺，含产能、故事选择与风险映射
+- **[phuryn/stakeholder-map](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/stakeholder-map)** - 构建利益相关者地图，含权力/利益矩阵与沟通计划
+- **[phuryn/summarize-meeting](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/summarize-meeting)** - 将会议记录总结为结构化笔记与行动项
+- **[phuryn/test-scenarios](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/test-scenarios)** - 从用户故事创建全面测试场景
+- **[phuryn/user-stories](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/user-stories)** - 创建符合 INVEST 原则、采用 3 C's 结构的用户故事
+- **[phuryn/wwas](https://github.com/phuryn/pm-skills/tree/main/pm-execution/skills/wwas)** - 以 Why-What-Acceptance 格式创建待办项
-**Go-to-Market**
+**市场进入（Go-to-Market）**
-- **[phuryn/beachhead-segment](https://github.com/phuryn/pm-skills/tree/main/pm-go-to-market/skills/beachhead-segment)** - Identify the first beachhead market segment for product launch
-- **[phuryn/competitive-battlecard](https://github.com/phuryn/pm-skills/tree/main/pm-go-to-market/skills/competitive-battlecard)** - Create sales-ready battlecards against specific competitors
-- **[phuryn/growth-loops](https://github.com/phuryn/pm-skills/tree/main/pm-go-to-market/skills/growth-loops)** - Identify growth loops across 5 flywheel types for traction
-- **[phuryn/gtm-motions](https://github.com/phuryn/pm-skills/tree/main/pm-go-to-market/skills/gtm-motions)** - Identify best GTM motions across 7 types including PLG and ABM
-- **[phuryn/gtm-strategy](https://github.com/phuryn/pm-skills/tree/main/pm-go-to-market/skills/gtm-strategy)** - Create GTM strategy with channels, messaging, and launch timeline
-- **[phuryn/ideal-customer-profile](https://github.com/phuryn/pm-skills/tree/main/pm-go-to-market/skills/ideal-customer-profile)** - Identify ICP with demographics, behaviors, and JTBD
+- **[phuryn/beachhead-segment](https://github.com/phuryn/pm-skills/tree/main/pm-go-to-market/skills/beachhead-segment)** - 识别产品发布的首个滩头阵地市场细分
+- **[phuryn/competitive-battlecard](https://github.com/phuryn/pm-skills/tree/main/pm-go-to-market/skills/competitive-battlecard)** - 针对特定竞争对手创建可直接用于销售的竞争情报卡（battlecard）
+- **[phuryn/growth-loops](https://github.com/phuryn/pm-skills/tree/main/pm-go-to-market/skills/growth-loops)** - 识别 5 种飞轮类型中的增长闭环以获取牵引力
+- **[phuryn/gtm-motions](https://github.com/phuryn/pm-skills/tree/main/pm-go-to-market/skills/gtm-motions)** - 识别包括 PLG 和 ABM 在内的 7 种最佳 GTM 模式
+- **[phuryn/gtm-strategy](https://github.com/phuryn/pm-skills/tree/main/pm-go-to-market/skills/gtm-strategy)** - 制定包含渠道、信息和发布时间线的 GTM 策略
+- **[phuryn/ideal-customer-profile](https://github.com/phuryn/pm-skills/tree/main/pm-go-to-market/skills/ideal-customer-profile)** - 识别包含人口统计、行为和 JTBD 的 ICP
-**Market Research**
+**市场研究（Market Research）**
-- **[phuryn/competitor-analysis](https://github.com/phuryn/pm-skills/tree/main/pm-market-research/skills/competitor-analysis)** - Analyze competitors with strengths, weaknesses, and differentiation
-- **[phuryn/customer-journey-map](https://github.com/phuryn/pm-skills/tree/main/pm-market-research/skills/customer-journey-map)** - Map customer journeys with touchpoints, emotions, and opportunities
-- **[phuryn/market-segments](https://github.com/phuryn/pm-skills/tree/main/pm-market-research/skills/market-segments)** - Identify 3-5 customer segments with JTBD and product fit
-- **[phuryn/market-sizing](https://github.com/phuryn/pm-skills/tree/main/pm-market-research/skills/market-sizing)** - Estimate TAM, SAM, SOM with top-down and bottom-up approaches
-- **[phuryn/sentiment-analysis](https://github.com/phuryn/pm-skills/tree/main/pm-market-research/skills/sentiment-analysis)** - Analyze user feedback with sentiment scores and JTBD insights
-- **[phuryn/user-personas](https://github.com/phuryn/pm-skills/tree/main/pm-market-research/skills/user-personas)** - Create 3 user personas with JTBD, pains, and gains
-- **[phuryn/user-segmentation](https://github.com/phuryn/pm-skills/tree/main/pm-market-research/skills/user-segmentation)** - Segment users by behavior, JTBD, and needs from feedback data
+- **[phuryn/competitor-analysis](https://github.com/phuryn/pm-skills/tree/main/pm-market-research/skills/competitor-analysis)** - 分析竞争对手的优势、劣势和差异化
+- **[phuryn/customer-journey-map](https://github.com/phuryn/pm-skills/tree/main/pm-market-research/skills/customer-journey-map)** - 绘制包含触点、情绪和机会的客户旅程地图
+- **[phuryn/market-segments](https://github.com/phuryn/pm-skills/tree/main/pm-market-research/skills/market-segments)** - 识别 3-5 个包含 JTBD 和产品契合度的客户细分
+- **[phuryn/market-sizing](https://github.com/phuryn/pm-skills/tree/main/pm-market-research/skills/market-sizing)** - 使用自上而下和自下而上方法估算 TAM、SAM、SOM
+- **[phuryn/sentiment-analysis](https://github.com/phuryn/pm-skills/tree/main/pm-market-research/skills/sentiment-analysis)** - 分析用户反馈的情感得分和 JTBD 洞察
+- **[phuryn/user-personas](https://github.com/phuryn/pm-skills/tree/main/pm-market-research/skills/user-personas)** - 创建 3 个包含 JTBD、痛点和收益的用户画像
+- **[phuryn/user-segmentation](https://github.com/phuryn/pm-skills/tree/main/pm-market-research/skills/user-segmentation)** - 根据反馈数据按行为、JTBD 和需求对用户进行分群
-**Marketing & Growth**
+**营销与增长（Marketing & Growth）**
-- **[phuryn/marketing-ideas](https://github.com/phuryn/pm-skills/tree/main/pm-marketing-growth/skills/marketing-ideas)** - Generate 5 creative, cost-effective marketing ideas with rationale
-- **[phuryn/north-star-metric](https://github.com/phuryn/pm-skills/tree/main/pm-marketing-growth/skills/north-star-metric)** - Define North Star Metric and input metrics constellation
-- **[phuryn/positioning-ideas](https://github.com/phuryn/pm-skills/tree/main/pm-marketing-growth/skills/positioning-ideas)** - Brainstorm positioning ideas differentiated from competitors
-- **[phuryn/product-name](https://github.com/phuryn/pm-skills/tree/main/pm-marketing-growth/skills/product-name)** - Brainstorm 5 memorable product names aligned to brand values
-- **[phuryn/value-prop-statements](https://github.com/phuryn/pm-skills/tree/main/pm-marketing-growth/skills/value-prop-statements)** - Generate value prop statements for marketing, sales, and onboarding
+- **[phuryn/marketing-ideas](https://github.com/phuryn/pm-skills/tree/main/pm-marketing-growth/skills/marketing-ideas)** - 生成 5 个创意十足、高性价比的营销方案及理由
+- **[phuryn/north-star-metric](https://github.com/phuryn/pm-skills/tree/main/pm-marketing-growth/skills/north-star-metric)** - 定义北极星指标（North Star Metric）及输入指标群
+- **[phuryn/positioning-ideas](https://github.com/phuryn/pm-skills/tree/main/pm-marketing-growth/skills/positioning-ideas)** - 头脑风暴与竞争对手差异化的定位创意
+- **[phuryn/product-name](https://github.com/phuryn/pm-skills/tree/main/pm-marketing-growth/skills/product-name)** - 头脑风暴 5 个契合品牌价值观、令人难忘的产品名称
+- **[phuryn/value-prop-statements](https://github.com/phuryn/pm-skills/tree/main/pm-marketing-growth/skills/value-prop-statements)** - 为营销、销售和用户上手生成价值主张陈述
-**Product Discovery**
+**产品探索（Product Discovery）**
-- **[phuryn/analyze-feature-requests](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/analyze-feature-requests)** - Prioritize feature requests by theme, impact, effort, and risk
-- **[phuryn/brainstorm-experiments-existing](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/brainstorm-experiments-existing)** - Design experiments to test assumptions for existing products
-- **[phuryn/brainstorm-experiments-new](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/brainstorm-experiments-new)** - Design lean pretotypes for new product validation
-- **[phuryn/brainstorm-ideas-existing](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/brainstorm-ideas-existing)** - Brainstorm product ideas from PM, Designer, Engineer perspectives
-- **[phuryn/brainstorm-ideas-new](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/brainstorm-ideas-new)** - Brainstorm feature ideas for new products in early discovery
-- **[phuryn/identify-assumptions-existing](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/identify-assumptions-existing)** - Identify risky assumptions across Value, Usability, Viability, Feasibility
-- **[phuryn/identify-assumptions-new](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/identify-assumptions-new)** - Identify risky assumptions for new products across 8 risk categories
-- **[phuryn/interview-script](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/interview-script)** - Create structured customer interview scripts with JTBD probing
-- **[phuryn/metrics-dashboard](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/metrics-dashboard)** - Define product metrics dashboard with sources and alert thresholds
-- **[phuryn/opportunity-solution-tree](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/opportunity-solution-tree)** - Build Opportunity Solution Trees based on Teresa Torres' method
-- **[phuryn/prioritize-assumptions](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/prioritize-assumptions)** - Prioritize assumptions with Impact × Risk matrix and experiments
-- **[phuryn/prioritize-features](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/prioritize-features)** - Prioritize backlog by impact, effort, risk, and strategic alignment
-- **[phuryn/summarize-interview](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/summarize-interview)** - Summarize interview transcripts with JTBD and action items
+- **[phuryn/analyze-feature-requests](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/analyze-feature-requests)** - 按主题、影响、投入和风险对功能需求进行优先级排序
+- **[phuryn/brainstorm-experiments-existing](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/brainstorm-experiments-existing)** - 为现有产品设计实验以验证假设
+- **[phuryn/brainstorm-experiments-new](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/brainstorm-experiments-new)** - 设计精益原型测试（pretotype）以验证新产品
+- **[phuryn/brainstorm-ideas-existing](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/brainstorm-ideas-existing)** - 从 PM、设计师、工程师视角头脑风暴产品创意
+- **[phuryn/brainstorm-ideas-new](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/brainstorm-ideas-new)** - 在早期探索阶段为新产品头脑风暴功能创意
+- **[phuryn/identify-assumptions-existing](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/identify-assumptions-existing)** - 识别价值、可用性、可行性、可落地性方面的风险假设
+- **[phuryn/identify-assumptions-new](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/identify-assumptions-new)** - 识别新产品在 8 个风险类别中的风险假设
+- **[phuryn/interview-script](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/interview-script)** - 创建包含 JTBD 探询的结构化客户访谈脚本
+- **[phuryn/metrics-dashboard](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/metrics-dashboard)** - 定义包含数据源和告警阈值的产品指标看板
+- **[phuryn/opportunity-solution-tree](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/opportunity-solution-tree)** - 基于 Teresa Torres 的方法构建机会解决方案树（Opportunity Solution Tree）
+- **[phuryn/prioritize-assumptions](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/prioritize-assumptions)** - 使用影响 × 风险矩阵和实验对假设进行优先级排序
+- **[phuryn/prioritize-features](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/prioritize-features)** - 按影响、投入、风险和战略契合度对待办项进行优先级排序
+- **[phuryn/summarize-interview](https://github.com/phuryn/pm-skills/tree/main/pm-product-discovery/skills/summarize-interview)** - 总结访谈记录，提炼 JTBD 和行动项
-**Product Strategy**
+**产品战略（Product Strategy）**
-- **[phuryn/ansoff-matrix](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/ansoff-matrix)** - Ansoff Matrix analysis across 4 growth strategy quadrants
-- **[phuryn/business-model](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/business-model)** - Generate Business Model Canvas with all 9 building blocks
-- **[phuryn/lean-canvas](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/lean-canvas)** - Generate Lean Canvas with problem, solution, UVP, and metrics
-- **[phuryn/monetization-strategy](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/monetization-strategy)** - Brainstorm 3-5 monetization strategies with validation experiments
-- **[phuryn/pestle-analysis](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/pestle-analysis)** - PESTLE analysis across Political, Economic, Social, Tech, Legal, Environmental
-- **[phuryn/porters-five-forces](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/porters-five-forces)** - Porter's Five Forces competitive analysis with strategic insights
-- **[phuryn/pricing-strategy](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/pricing-strategy)** - Design pricing strategies with competitive analysis and WTP estimation
-- **[phuryn/product-strategy](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/product-strategy)** - Create product strategy using 9-section Product Strategy Canvas
-- **[phuryn/product-vision](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/product-vision)** - Brainstorm inspiring, achievable product vision statements
-- **[phuryn/startup-canvas](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/startup-canvas)** - Generate Startup Canvas combining Product Strategy and Business Model
-- **[phuryn/swot-analysis](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/swot-analysis)** - SWOT analysis with actionable recommendations per quadrant
-- **[phuryn/value-proposition](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/value-proposition)** - Design value propositions using 6-part JTBD template
+- **[phuryn/ansoff-matrix](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/ansoff-matrix)** - 安索夫矩阵（Ansoff Matrix）四象限增长战略分析
+- **[phuryn/business-model](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/business-model)** - 生成包含全部 9 个构建模块的商业模式画布（Business Model Canvas）
+- **[phuryn/lean-canvas](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/lean-canvas)** - 生成包含问题、解决方案、UVP 和指标的精益画布（Lean Canvas）
+- **[phuryn/monetization-strategy](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/monetization-strategy)** - 头脑风暴 3-5 种变现策略及验证实验
+- **[phuryn/pestle-analysis](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/pestle-analysis)** - 针对政治、经济、社会、技术、法律、环境维度的 PESTLE 分析
+- **[phuryn/porters-five-forces](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/porters-five-forces)** - 波特五力（Porter's Five Forces）竞争分析及战略洞察
+- **[phuryn/pricing-strategy](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/pricing-strategy)** - 设计包含竞争分析和 WTP（支付意愿）估算的定价策略
+- **[phuryn/product-strategy](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/product-strategy)** - 使用 9 部分产品战略画布创建产品战略
+- **[phuryn/product-vision](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/product-vision)** - 头脑风暴鼓舞人心、可实现的产品愿景陈述
+- **[phuryn/startup-canvas](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/startup-canvas)** - 生成结合产品战略与商业模式的创业画布（Startup Canvas）
+- **[phuryn/swot-analysis](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/swot-analysis)** - SWOT 分析及各象限可执行建议
+- **[phuryn/value-proposition](https://github.com/phuryn/pm-skills/tree/main/pm-product-strategy/skills/value-proposition)** - 使用 6 部分 JTBD 模板设计价值主张
-**Toolkit**
+**工具包**
-- **[phuryn/draft-nda](https://github.com/phuryn/pm-skills/tree/main/pm-toolkit/skills/draft-nda)** - Draft NDAs covering information types, jurisdiction, and clauses
-- **[phuryn/grammar-check](https://github.com/phuryn/pm-skills/tree/main/pm-toolkit/skills/grammar-check)** - Identify grammar and flow errors with targeted fix suggestions
-- **[phuryn/privacy-policy](https://github.com/phuryn/pm-skills/tree/main/pm-toolkit/skills/privacy-policy)** - Draft privacy policies with GDPR compliance considerations
-- **[phuryn/review-resume](https://github.com/phuryn/pm-skills/tree/main/pm-toolkit/skills/review-resume)** - PM resume review against 10 best practices including XYZ+S formula
+- **[phuryn/draft-nda](https://github.com/phuryn/pm-skills/tree/main/pm-toolkit/skills/draft-nda)** - 起草保密协议（NDA），涵盖信息类型、司法管辖区和条款
+- **[phuryn/grammar-check](https://github.com/phuryn/pm-skills/tree/main/pm-toolkit/skills/grammar-check)** - 识别语法与行文流畅性问题，并提供针对性修改建议
+- **[phuryn/privacy-policy](https://github.com/phuryn/pm-skills/tree/main/pm-toolkit/skills/privacy-policy)** - 起草隐私政策，并考虑 GDPR 合规要求
+- **[phuryn/review-resume](https://github.com/phuryn/pm-skills/tree/main/pm-toolkit/skills/review-resume)** - 对照 10 项最佳实践（含 XYZ+S 公式）审阅产品经理简历
-
Skills by MiniMax Team
+
MiniMax 团队的技能
-11 development and document generation skills from the MiniMax AI team. Covers frontend, fullstack, mobile, shader development, document creation (PDF, DOCX, XLSX, PPTX), and the MiniMax AI CLI with MiniMax API integration.
+MiniMax AI 团队提供的 11 项开发与文档生成技能。覆盖前端、全栈、移动端、着色器（shader）开发、文档创建（PDF、DOCX、XLSX、PPTX），以及集成 MiniMax API 的 MiniMax AI CLI。
-- **[MiniMax-AI/cli](https://officialskills.sh/MiniMax-AI/skills/cli)** - Generate text, image, video, speech, and music via MiniMax AI
-- **[MiniMax-AI/frontend-dev](https://officialskills.sh/MiniMax-AI/skills/frontend-dev)** - Full-stack frontend with cinematic animations, AI-generated media via MiniMax API, and generative art
-- **[MiniMax-AI/fullstack-dev](https://officialskills.sh/MiniMax-AI/skills/fullstack-dev)** - Backend architecture with REST API design, auth flows, real-time features, and database integration
-- **[MiniMax-AI/android-native-dev](https://officialskills.sh/MiniMax-AI/skills/android-native-dev)** - Android native development with Kotlin/Jetpack Compose, Material Design 3, and accessibility
-- **[MiniMax-AI/ios-application-dev](https://officialskills.sh/MiniMax-AI/skills/ios-application-dev)** - iOS development with UIKit, SnapKit, and SwiftUI covering navigation, Dark Mode, and HIG compliance
-- **[MiniMax-AI/shader-dev](https://officialskills.sh/MiniMax-AI/skills/shader-dev)** - GLSL shader techniques for ray marching, fluid simulation, particle systems, and procedural generation
-- **[MiniMax-AI/gif-sticker-maker](https://officialskills.sh/MiniMax-AI/skills/gif-sticker-maker)** - Convert photos into animated GIF stickers in Funko Pop / Pop Mart style via MiniMax API
-- **[MiniMax-AI/minimax-pdf](https://officialskills.sh/MiniMax-AI/skills/minimax-pdf)** - Generate, fill, and reformat PDFs with a token-based design system and 15 cover styles
-- **[MiniMax-AI/pptx-generator](https://officialskills.sh/MiniMax-AI/skills/pptx-generator)** - Create and edit PowerPoint presentations from scratch with PptxGenJS
-- **[MiniMax-AI/minimax-xlsx](https://officialskills.sh/MiniMax-AI/skills/minimax-xlsx)** - Create, read, analyze, and validate Excel/spreadsheet files with zero format loss
-- **[MiniMax-AI/minimax-docx](https://officialskills.sh/MiniMax-AI/skills/minimax-docx)** - Professional DOCX document creation and editing using OpenXML SDK
+- **[MiniMax-AI/cli](https://officialskills.sh/MiniMax-AI/skills/cli)** - 通过 MiniMax AI 生成文本、图像、视频、语音和音乐
+- **[MiniMax-AI/frontend-dev](https://officialskills.sh/MiniMax-AI/skills/frontend-dev)** - 全栈前端开发，含电影级动画、通过 MiniMax API 生成 AI 媒体内容，以及生成式艺术
+- **[MiniMax-AI/fullstack-dev](https://officialskills.sh/MiniMax-AI/skills/fullstack-dev)** - 后端架构，含 REST API 设计、认证流程、实时功能与数据库集成
+- **[MiniMax-AI/android-native-dev](https://officialskills.sh/MiniMax-AI/skills/android-native-dev)** - Android 原生开发，使用 Kotlin/Jetpack Compose、Material Design 3 与无障碍支持
+- **[MiniMax-AI/ios-application-dev](https://officialskills.sh/MiniMax-AI/skills/ios-application-dev)** - iOS 开发，使用 UIKit、SnapKit 与 SwiftUI，覆盖导航、深色模式与 HIG 合规
+- **[MiniMax-AI/shader-dev](https://officialskills.sh/MiniMax-AI/skills/shader-dev)** - GLSL 着色器技术，用于光线步进、流体模拟、粒子系统与程序化生成
+- **[MiniMax-AI/gif-sticker-maker](https://officialskills.sh/MiniMax-AI/skills/gif-sticker-maker)** - 通过 MiniMax API 将照片转换为 Funko Pop / Pop Mart 风格的动画 GIF 贴纸
+- **[MiniMax-AI/minimax-pdf](https://officialskills.sh/MiniMax-AI/skills/minimax-pdf)** - 基于令牌的设计系统生成、填写与重排 PDF，提供 15 种封面样式
+- **[MiniMax-AI/pptx-generator](https://officialskills.sh/MiniMax-AI/skills/pptx-generator)** - 使用 PptxGenJS 从零创建与编辑 PowerPoint 演示文稿
+- **[MiniMax-AI/minimax-xlsx](https://officialskills.sh/MiniMax-AI/skills/minimax-xlsx)** - 创建、读取、分析与校验 Excel/电子表格文件，零格式损失
+- **[MiniMax-AI/minimax-docx](https://officialskills.sh/MiniMax-AI/skills/minimax-docx)** - 使用 OpenXML SDK 进行专业 DOCX 文档创建与编辑
-
Skills by DuckDB
+
DuckDB 的技能
-Official DuckDB skills for data querying, file reading, and documentation search directly from Claude Code.
+官方 DuckDB 技能，用于数据查询、文件读取，以及直接在 Claude Code 中搜索文档。
-- **[duckdb/attach-db](https://officialskills.sh/duckdb/skills/attach-db)** - Attach a DuckDB database file for interactive querying with automatic schema exploration
-- **[duckdb/query](https://officialskills.sh/duckdb/skills/query)** - Run SQL queries against attached databases or ad-hoc against files using Friendly SQL dialect
-- **[duckdb/read-file](https://officialskills.sh/duckdb/skills/read-file)** - Read any data file (CSV, JSON, Parquet, Avro, Excel, spatial) locally or from remote storage
-- **[duckdb/duckdb-docs](https://officialskills.sh/duckdb/skills/duckdb-docs)** - Search DuckDB and DuckLake documentation using full-text search over HTTPS
-- **[duckdb/read-memories](https://officialskills.sh/duckdb/skills/read-memories)** - Search past Claude Code session logs to recover context from previous conversations
-- **[duckdb/install-duckdb](https://officialskills.sh/duckdb/skills/install-duckdb)** - Install or update DuckDB CLI and extensions with version management
+- **[duckdb/attach-db](https://officialskills.sh/duckdb/skills/attach-db)** - 附加 DuckDB 数据库文件以进行交互式查询，并自动探索 schema
+- **[duckdb/query](https://officialskills.sh/duckdb/skills/query)** - 对已附加数据库或临时文件运行 SQL 查询，使用 Friendly SQL 方言
+- **[duckdb/read-file](https://officialskills.sh/duckdb/skills/read-file)** - 读取任意数据文件（CSV、JSON、Parquet、Avro、Excel、空间数据），支持本地或远程存储
+- **[duckdb/duckdb-docs](https://officialskills.sh/duckdb/skills/duckdb-docs)** - 通过 HTTPS 全文搜索 DuckDB 与 DuckLake 文档
+- **[duckdb/read-memories](https://officialskills.sh/duckdb/skills/read-memories)** - 搜索过往 Claude Code 会话日志，从先前对话中恢复上下文
+- **[duckdb/install-duckdb](https://officialskills.sh/duckdb/skills/install-duckdb)** - 安装或更新 DuckDB CLI 与扩展，并进行版本管理
-
Skills by GSAP (GreenSock)
+
GSAP (GreenSock) 的技能
-Official GSAP animation skills covering the full GreenSock ecosystem — core API, timelines, ScrollTrigger, plugins, utilities, React integration, performance optimization, and framework support.
+官方 GSAP 动画技能，覆盖完整 GreenSock 生态——核心 API、时间轴、ScrollTrigger、插件、工具函数、React 集成、性能优化与框架支持。
-- **[greensock/gsap-core](https://officialskills.sh/greensock/skills/gsap-core)** - Core API with gsap.to(), from(), fromTo(), easing, duration, stagger, and defaults
-- **[greensock/gsap-timeline](https://officialskills.sh/greensock/skills/gsap-timeline)** - Timelines with sequencing, position parameter, labels, nesting, and playback control
-- **[greensock/gsap-scrolltrigger](https://officialskills.sh/greensock/skills/gsap-scrolltrigger)** - ScrollTrigger for scroll-linked animations, pinning, scrub, and refresh handling
-- **[greensock/gsap-plugins](https://officialskills.sh/greensock/skills/gsap-plugins)** - Plugins including ScrollToPlugin, Flip, Draggable, SplitText, SVG, and physics
-- **[greensock/gsap-utils](https://officialskills.sh/greensock/skills/gsap-utils)** - Utility functions like clamp, mapRange, interpolate, snap, selector, and wrap
-- **[greensock/gsap-react](https://officialskills.sh/greensock/skills/gsap-react)** - React integration with useGSAP hook, refs, gsap.context(), cleanup, and SSR
-- **[greensock/gsap-performance](https://officialskills.sh/greensock/skills/gsap-performance)** - Performance tips for transforms, will-change, batching, and ScrollTrigger optimization
-- **[greensock/gsap-frameworks](https://officialskills.sh/greensock/skills/gsap-frameworks)** - Vue, Svelte, and other frameworks with lifecycle, scoping, and cleanup patterns
+- **[greensock/gsap-core](https://officialskills.sh/greensock/skills/gsap-core)** - 核心 API：gsap.to()、from()、fromTo()、缓动、easing、时长、stagger 与默认值
+- **[greensock/gsap-timeline](https://officialskills.sh/greensock/skills/gsap-timeline)** - 时间轴：序列编排、position 参数、标签、嵌套与播放控制
+- **[greensock/gsap-scrolltrigger](https://officialskills.sh/greensock/skills/gsap-scrolltrigger)** - ScrollTrigger：滚动联动动画、固定（pinning）、scrub 与刷新处理
+- **[greensock/gsap-plugins](https://officialskills.sh/greensock/skills/gsap-plugins)** - 插件：ScrollToPlugin、Flip、Draggable、SplitText、SVG 与物理效果
+- **[greensock/gsap-utils](https://officialskills.sh/greensock/skills/gsap-utils)** - 工具函数：clamp、mapRange、interpolate、snap、selector、wrap
+- **[greensock/gsap-react](https://officialskills.sh/greensock/skills/gsap-react)** - React 集成：useGSAP hook、refs、gsap.context()、清理与 SSR
+- **[greensock/gsap-performance](https://officialskills.sh/greensock/skills/gsap-performance)** - 性能建议：transforms、will-change、批处理与 ScrollTrigger 优化
+- **[greensock/gsap-frameworks](https://officialskills.sh/greensock/skills/gsap-frameworks)** - Vue、Svelte 等框架的生命周期、作用域与清理模式
-
Skills by Garry Tan (gstack)
+
Garry Tan (gstack) 的技能
-28 skills by [Garry Tan](https://github.com/garrytan) (Y Combinator CEO) that transform Claude Code into a virtual engineering team — structured workflows from ideation to production deployment. Ships 600K+ lines of production code in 60 days.
+[Garry Tan](https://github.com/garrytan)（Y Combinator CEO）提供的 28 项技能，将 Claude Code 转变为虚拟工程团队——从创意到生产部署的结构化工作流。60 天内交付 60 万+ 行生产代码。
-- **[garrytan/office-hours](https://officialskills.sh/garrytan/skills/office-hours)** - YC Office Hours: six forcing questions that reframe your product before you write code
-- **[garrytan/plan-ceo-review](https://officialskills.sh/garrytan/skills/plan-ceo-review)** - CEO/Founder plan review with four modes: Expansion, Selective Expansion, Hold Scope, Reduction
-- **[garrytan/plan-eng-review](https://officialskills.sh/garrytan/skills/plan-eng-review)** - Eng Manager review: lock in architecture, data flow, diagrams, edge cases, and tests
-- **[garrytan/plan-design-review](https://officialskills.sh/garrytan/skills/plan-design-review)** - Senior Designer review: rates each design dimension 0-10, explains what a 10 looks like, AI Slop detection
-- **[garrytan/design-consultation](https://officialskills.sh/garrytan/skills/design-consultation)** - Build a complete design system from scratch with creative risks and realistic product mockups
-- **[garrytan/design-review](https://officialskills.sh/garrytan/skills/design-review)** - Designer Who Codes: visual audit then fixes with atomic commits and before/after screenshots
-- **[garrytan/review](https://officialskills.sh/garrytan/skills/review)** - Staff Engineer code review: finds bugs that pass CI but blow up in production
-- **[garrytan/investigate](https://officialskills.sh/garrytan/skills/investigate)** - Systematic root-cause debugging: no fixes without investigation, traces data flow, tests hypotheses
-- **[garrytan/qa](https://officialskills.sh/garrytan/skills/qa)** - QA Lead: test your app, find bugs, fix them with atomic commits, auto-generate regression tests
-- **[garrytan/qa-only](https://officialskills.sh/garrytan/skills/qa-only)** - QA Reporter: same methodology as /qa but report only, no code changes
-- **[garrytan/cso](https://officialskills.sh/garrytan/skills/cso)** - Chief Security Officer: OWASP Top 10 + STRIDE threat model with zero false-positive exclusions
-- **[garrytan/ship](https://officialskills.sh/garrytan/skills/ship)** - Release Engineer: sync main, run tests, audit coverage, push, open PR
-- **[garrytan/land-and-deploy](https://officialskills.sh/garrytan/skills/land-and-deploy)** - Merge the PR, wait for CI and deploy, verify production health
-- **[garrytan/canary](https://officialskills.sh/garrytan/skills/canary)** - SRE post-deploy monitoring: watches for console errors, performance regressions, and page failures
-- **[garrytan/benchmark](https://officialskills.sh/garrytan/skills/benchmark)** - Performance Engineer: baseline page load times, Core Web Vitals, and resource sizes
-- **[garrytan/document-release](https://officialskills.sh/garrytan/skills/document-release)** - Technical Writer: update all project docs to match what you just shipped
-- **[garrytan/retro](https://officialskills.sh/garrytan/skills/retro)** - Eng Manager weekly retro with per-person breakdowns and shipping streaks
-- **[garrytan/browse](https://officialskills.sh/garrytan/skills/browse)** - Real Chromium browser for QA: real clicks, real screenshots, ~100ms per command
-- **[garrytan/setup-browser-cookies](https://officialskills.sh/garrytan/skills/setup-browser-cookies)** - Import cookies from your real browser into the headless session
-- **[garrytan/autoplan](https://officialskills.sh/garrytan/skills/autoplan)** - One command, fully reviewed plan: runs CEO → design → eng review automatically
-- **[garrytan/codex](https://officialskills.sh/garrytan/skills/codex)** - Second Opinion via OpenAI Codex CLI: review, adversarial challenge, and open consultation
-- **[garrytan/careful](https://officialskills.sh/garrytan/skills/careful)** - Safety Guardrails: warns before destructive commands (rm -rf, DROP TABLE, force-push)
-- **[garrytan/freeze](https://officialskills.sh/garrytan/skills/freeze)** - Edit Lock: restrict file edits to one directory while debugging
-- **[garrytan/guard](https://officialskills.sh/garrytan/skills/guard)** - Full Safety: /careful + /freeze in one command for maximum safety
-- **[garrytan/unfreeze](https://officialskills.sh/garrytan/skills/unfreeze)** - Unlock: remove the /freeze boundary
-- **[garrytan/setup-deploy](https://officialskills.sh/garrytan/skills/setup-deploy)** - Deploy Configurator: one-time setup for /land-and-deploy
-- **[garrytan/gstack-upgrade](https://officialskills.sh/garrytan/skills/gstack-upgrade)** - Self-Updater: upgrade gstack to latest version
+- **[garrytan/office-hours](https://officialskills.sh/garrytan/skills/office-hours)** - YC Office Hours：六个强制性问题，在写代码前重新框定你的产品
+- **[garrytan/plan-ceo-review](https://officialskills.sh/garrytan/skills/plan-ceo-review)** - CEO/创始人计划审阅，四种模式：Expansion、Selective Expansion、Hold Scope、Reduction
+- **[garrytan/plan-eng-review](https://officialskills.sh/garrytan/skills/plan-eng-review)** - 工程经理审阅：锁定架构、数据流、图表、边界情况与测试
+- **[garrytan/plan-design-review](https://officialskills.sh/garrytan/skills/plan-design-review)** - 资深设计师审阅：各设计维度 0-10 分评分，说明 10 分标准，AI Slop 检测
+- **[garrytan/design-consultation](https://officialskills.sh/garrytan/skills/design-consultation)** - 从零构建完整设计系统，含创意风险与逼真产品 mockup
+- **[garrytan/design-review](https://officialskills.sh/garrytan/skills/design-review)** - Designer Who Codes：视觉审计，随后以原子提交与前后对比截图进行修复
+- **[garrytan/review](https://officialskills.sh/garrytan/skills/review)** - Staff Engineer 代码审阅：发现能通过 CI 但在生产环境崩溃的 bug
+- **[garrytan/investigate](https://officialskills.sh/garrytan/skills/investigate)** - 系统化根因调试：无调查不修复，追踪数据流，验证假设
+- **[garrytan/qa](https://officialskills.sh/garrytan/skills/qa)** - QA Lead：测试应用、发现 bug、以原子提交修复，并自动生成回归测试
+- **[garrytan/qa-only](https://officialskills.sh/garrytan/skills/qa-only)** - QA Reporter：与 /qa 相同方法论，但仅报告、不修改代码
+- **[garrytan/cso](https://officialskills.sh/garrytan/skills/cso)** - Chief Security Officer：OWASP Top 10 + STRIDE 威胁模型，零误报排除
+- **[garrytan/ship](https://officialskills.sh/garrytan/skills/ship)** - Release Engineer：同步 main、运行测试、审计覆盖率、推送并打开 PR
+- **[garrytan/land-and-deploy](https://officialskills.sh/garrytan/skills/land-and-deploy)** - 合并 PR、等待 CI 与部署、验证生产环境健康状态
+- **[garrytan/canary](https://officialskills.sh/garrytan/skills/canary)** - SRE 部署后监控：关注控制台错误、性能回退与页面故障
+- **[garrytan/benchmark](https://officialskills.sh/garrytan/skills/benchmark)** - Performance Engineer：基线页面加载时间、Core Web Vitals 与资源体积
+- **[garrytan/document-release](https://officialskills.sh/garrytan/skills/document-release)** - Technical Writer：更新所有项目文档以匹配刚发布的内容
+- **[garrytan/retro](https://officialskills.sh/garrytan/skills/retro)** - 工程经理周度复盘，含按人分解与连续交付记录
+- **[garrytan/browse](https://officialskills.sh/garrytan/skills/browse)** - 真实 Chromium 浏览器用于 QA：真实点击、真实截图，每条命令约 100ms
+- **[garrytan/setup-browser-cookies](https://officialskills.sh/garrytan/skills/setup-browser-cookies)** - 将真实浏览器的 cookie 导入无头会话
+- **[garrytan/autoplan](https://officialskills.sh/garrytan/skills/autoplan)** - 一条命令生成完整审阅计划：自动运行 CEO → 设计 → 工程审阅
+- **[garrytan/codex](https://officialskills.sh/garrytan/skills/codex)** - 通过 OpenAI Codex CLI 获取第二意见：审阅、对抗性挑战与开放咨询
+- **[garrytan/careful](https://officialskills.sh/garrytan/skills/careful)** - Safety Guardrails：在破坏性命令（rm -rf、DROP TABLE、force-push）前发出警告
+- **[garrytan/freeze](https://officialskills.sh/garrytan/skills/freeze)** - Edit Lock：调试时将文件编辑限制在单一目录
+- **[garrytan/guard](https://officialskills.sh/garrytan/skills/guard)** - Full Safety：一条命令同时启用 /careful + /freeze，最大化安全
+- **[garrytan/unfreeze](https://officialskills.sh/garrytan/skills/unfreeze)** - Unlock：移除 /freeze 边界限制
+- **[garrytan/setup-deploy](https://officialskills.sh/garrytan/skills/setup-deploy)** - Deploy Configurator：为 /land-and-deploy 进行一次性配置
+- **[garrytan/gstack-upgrade](https://officialskills.sh/garrytan/skills/gstack-upgrade)** - Self-Updater：将 gstack 升级到最新版本
-
Skills by Notion
+
Notion 出品的 Skills
-Official skills from Notion's repositories — workspace-aware skills for capturing knowledge, preparing meetings, researching, and turning specs into tasks.
+来自 Notion 官方仓库的技能 — 面向工作区的技能，可用于知识沉淀、会议准备、调研，并将规格说明转化为任务。
-**From [notion-cookbook](https://github.com/makenotion/notion-cookbook/tree/main/skills/claude):**
+**来自 [notion-cookbook](https://github.com/makenotion/notion-cookbook/tree/main/skills/claude):**
-- **[makenotion/knowledge-capture](https://officialskills.sh/makenotion/skills/knowledge-capture)** - Transform conversations into structured Notion documentation pages with proper organization and linking
-- **[makenotion/meeting-intelligence](https://officialskills.sh/makenotion/skills/meeting-intelligence)** - Prepare meeting materials by gathering Notion context and creating pre-reads and agendas
-- **[makenotion/research-documentation](https://officialskills.sh/makenotion/skills/research-documentation)** - Search Notion workspace, synthesize findings, and create comprehensive research reports
-- **[makenotion/spec-to-implementation](https://officialskills.sh/makenotion/skills/spec-to-implementation)** - Turn product/tech specs into concrete Notion tasks with acceptance criteria and progress tracking
+- **[makenotion/knowledge-capture](https://officialskills.sh/makenotion/skills/knowledge-capture)** - 将对话转化为结构化的 Notion 文档页面，并做好组织与链接
+- **[makenotion/meeting-intelligence](https://officialskills.sh/makenotion/skills/meeting-intelligence)** - 通过收集 Notion 上下文，准备会议材料、预读资料和议程
+- **[makenotion/research-documentation](https://officialskills.sh/makenotion/skills/research-documentation)** - 搜索 Notion 工作区，综合调研发现，并创建全面的研究报告
+- **[makenotion/spec-to-implementation](https://officialskills.sh/makenotion/skills/spec-to-implementation)** - 将产品/技术规格转化为具体的 Notion 任务，附带验收标准与进度跟踪
-**From [claude-code-notion-plugin](https://github.com/makenotion/claude-code-notion-plugin/tree/main/skills/notion):**
+**来自 [claude-code-notion-plugin](https://github.com/makenotion/claude-code-notion-plugin/tree/main/skills/notion):**
-- **[makenotion/knowledge-capture](https://officialskills.sh/makenotion/skills/knowledge-capture)** - Transform conversations into structured Notion documentation pages with proper organization and linking
-- **[makenotion/meeting-intelligence](https://officialskills.sh/makenotion/skills/meeting-intelligence)** - Prepare meeting materials by gathering Notion context and creating pre-reads and agendas
-- **[makenotion/research-documentation](https://officialskills.sh/makenotion/skills/research-documentation)** - Search Notion workspace, synthesize findings, and create comprehensive research reports
-- **[makenotion/spec-to-implementation](https://officialskills.sh/makenotion/skills/spec-to-implementation)** - Turn product/tech specs into concrete Notion tasks with acceptance criteria and progress tracking
+- **[makenotion/knowledge-capture](https://officialskills.sh/makenotion/skills/knowledge-capture)** - 将对话转化为结构化的 Notion 文档页面，并做好组织与链接
+- **[makenotion/meeting-intelligence](https://officialskills.sh/makenotion/skills/meeting-intelligence)** - 通过收集 Notion 上下文，准备会议材料、预读资料和议程
+- **[makenotion/research-documentation](https://officialskills.sh/makenotion/skills/research-documentation)** - 搜索 Notion 工作区，综合调研发现，并创建全面的研究报告
+- **[makenotion/spec-to-implementation](https://officialskills.sh/makenotion/skills/spec-to-implementation)** - 将产品/技术规格转化为具体的 Notion 任务，附带验收标准与进度跟踪
-
Skills by Resend
+
Resend 出品的 Skills
-Official Resend skills to send and receive emails, build email templates and power your agent with email expertise.
+官方 Resend 技能，用于收发邮件、构建邮件模板，并为你的智能体注入邮件专业能力。
-- **[resend/resend](https://github.com/resend/resend-skills/tree/main/skills/resend)** - Send and manage emails via the Resend API
-- **[resend/react-email](https://github.com/resend/resend-skills/tree/main/skills/react-email)** - Build emails with React Email components
-- **[resend/email-best-practices](https://github.com/resend/resend-skills/tree/main/skills/email-best-practices)** - Email deliverability and design best practices
-- **[resend/agent-email-inbox](https://github.com/resend/resend-skills/tree/main/skills/agent-email-inbox)** - AI agent email inbox management
-- **[resend/resend-cli](https://github.com/resend/resend-skills/tree/main/skills/resend-cli)** - Resend CLI commands and workflows
+- **[resend/resend](https://github.com/resend/resend-skills/tree/main/skills/resend)** - 通过 Resend API 发送和管理邮件
+- **[resend/react-email](https://github.com/resend/resend-skills/tree/main/skills/react-email)** - 使用 React Email 组件构建邮件
+- **[resend/email-best-practices](https://github.com/resend/resend-skills/tree/main/skills/email-best-practices)** - 邮件送达率与设计最佳实践
+- **[resend/agent-email-inbox](https://github.com/resend/resend-skills/tree/main/skills/agent-email-inbox)** - AI 智能体邮件收件箱管理
+- **[resend/resend-cli](https://github.com/resend/resend-skills/tree/main/skills/resend-cli)** - Resend CLI 命令与工作流
-
Skills by - Google Chrome team - Addy Osmani (Web Quality)
+
Google Chrome 团队 — Addy Osmani（Web Quality）出品的 Skills
-Lighthouse-style web quality skills from Addy Osmani(Google Chrome team) covering performance, Core Web Vitals, accessibility, SEO, and modern best practices — the same pillars Google Lighthouse audits.
+来自 Addy Osmani（Google Chrome 团队）的 Lighthouse 风格 Web 质量技能，涵盖性能、Core Web Vitals、无障碍、SEO 与现代最佳实践 — 与 Google Lighthouse 审计的支柱一致。
-- **[addyosmani/web-quality-audit](https://officialskills.sh/addyosmani/skills/web-quality-audit)** - Comprehensive quality review across performance, accessibility, SEO, and best practices categories
-- **[addyosmani/performance](https://officialskills.sh/addyosmani/skills/performance)** - Loading speed, runtime efficiency, and resource optimization
-- **[addyosmani/core-web-vitals](https://officialskills.sh/addyosmani/skills/core-web-vitals)** - LCP, INP, and CLS-specific optimizations
-- **[addyosmani/accessibility](https://officialskills.sh/addyosmani/skills/accessibility)** - WCAG compliance, screen reader support, and keyboard navigation
-- **[addyosmani/seo](https://officialskills.sh/addyosmani/skills/seo)** - Search engine optimization, crawlability, and structured data
-- **[addyosmani/best-practices](https://officialskills.sh/addyosmani/skills/best-practices)** - Security, modern web APIs, and code quality patterns
+- **[addyosmani/web-quality-audit](https://officialskills.sh/addyosmani/skills/web-quality-audit)** - 全面质量审查，涵盖性能、无障碍、SEO 与最佳实践类别
+- **[addyosmani/performance](https://officialskills.sh/addyosmani/skills/performance)** - 加载速度、运行时效率与资源优化
+- **[addyosmani/core-web-vitals](https://officialskills.sh/addyosmani/skills/core-web-vitals)** - LCP、INP 和 CLS 专项优化
+- **[addyosmani/accessibility](https://officialskills.sh/addyosmani/skills/accessibility)** - WCAG 合规、屏幕阅读器支持与键盘导航
+- **[addyosmani/seo](https://officialskills.sh/addyosmani/skills/seo)** - 搜索引擎优化、可爬取性与结构化数据
+- **[addyosmani/best-practices](https://officialskills.sh/addyosmani/skills/best-practices)** - 安全性、现代 Web API 与代码质量模式
-
Skills by MongoDB
+
MongoDB 出品的 Skills
-Official MongoDB Agent Skills for agentic workflows — connection management, schema design, query optimization, natural language querying, and Atlas Stream Processing.
+面向智能体工作流的官方 MongoDB Agent Skills — 连接管理、schema 设计、查询优化、自然语言查询，以及 Atlas Stream Processing。
-- **[mongodb/mongodb-mcp-setup](https://officialskills.sh/mongodb/skills/mongodb-mcp-setup)** - Set up the MongoDB MCP server with authentication and connection configuration
-- **[mongodb/mongodb-connection](https://officialskills.sh/mongodb/skills/mongodb-connection)** - Optimize MongoDB client connection pools, timeouts, and serverless patterns
-- **[mongodb/mongodb-schema-design](https://officialskills.sh/mongodb/skills/mongodb-schema-design)** - Design efficient document schemas with validation and indexing patterns
-- **[mongodb/atlas-stream-processing](https://officialskills.sh/mongodb/skills/atlas-stream-processing)** - Build, operate, and debug Atlas Stream Processing pipelines with Kafka, S3, and Lambda integrations
-- **[mongodb/mongodb-natural-language-querying](https://officialskills.sh/mongodb/skills/mongodb-natural-language-querying)** - Translate natural language into MongoDB queries and aggregation pipelines
-- **[mongodb/mongodb-query-optimizer](https://officialskills.sh/mongodb/skills/mongodb-query-optimizer)** - Analyze and optimize query performance using Atlas Performance Advisor
-- **[mongodb/mongodb-search-and-ai](https://officialskills.sh/mongodb/skills/mongodb-search-and-ai)** - Implement Atlas Search and AI-powered recommendations with vector search
+- **[mongodb/mongodb-mcp-setup](https://officialskills.sh/mongodb/skills/mongodb-mcp-setup)** - 配置 MongoDB MCP 服务器，包括认证与连接设置
+- **[mongodb/mongodb-connection](https://officialskills.sh/mongodb/skills/mongodb-connection)** - 优化 MongoDB 客户端连接池、超时与 serverless 模式
+- **[mongodb/mongodb-schema-design](https://officialskills.sh/mongodb/skills/mongodb-schema-design)** - 设计高效的文档 schema，含验证与索引模式
+- **[mongodb/atlas-stream-processing](https://officialskills.sh/mongodb/skills/atlas-stream-processing)** - 构建、运维和调试 Atlas Stream Processing 流水线，集成 Kafka、S3 与 Lambda
+- **[mongodb/mongodb-natural-language-querying](https://officialskills.sh/mongodb/skills/mongodb-natural-language-querying)** - 将自然语言转化为 MongoDB 查询与聚合管道
+- **[mongodb/mongodb-query-optimizer](https://officialskills.sh/mongodb/skills/mongodb-query-optimizer)** - 使用 Atlas Performance Advisor 分析与优化查询性能
+- **[mongodb/mongodb-search-and-ai](https://officialskills.sh/mongodb/skills/mongodb-search-and-ai)** - 实现 Atlas Search 与 AI 推荐，含向量搜索
-
Skills by Redis
+
Redis 出品的 Skills
-- **[redis/redis-development](https://github.com/redis/agent-skills/tree/main/skills/redis-development)** - Redis development best practices — data structures, query engine, vector search, caching, and performance optimization.
+- **[redis/redis-development](https://github.com/redis/agent-skills/tree/main/skills/redis-development)** - Redis 开发最佳实践 — 数据结构、查询引擎、向量搜索、缓存与性能优化。
-
Skills by NVIDIA
+
NVIDIA 出品的 Skills
-Official skills published by NVIDIA across AI/ML infrastructure projects — Megatron, NeMo, TensorRT-LLM, CUDA-Q, cuOpt, DALI, DeepStream, and more. 155 skills across 17 products.
+NVIDIA 在 AI/ML 基础设施项目中发布的官方技能 — Megatron、NeMo、TensorRT-LLM、CUDA-Q、cuOpt、DALI、DeepStream 等。17 款产品共 155 个技能。
### CUDA-Q
-- **[NVIDIA/CUDA-Q/cudaq-guide](https://github.com/NVIDIA/skills/tree/main/skills/CUDA-Q/cudaq-guide)** - CUDA-Q onboarding guide for installation, test programs, GPU simulation, QPU hardware, and quantum applications.
+- **[NVIDIA/CUDA-Q/cudaq-guide](https://github.com/NVIDIA/skills/tree/main/skills/CUDA-Q/cudaq-guide)** - CUDA-Q 入门指南，涵盖安装、测试程序、GPU 模拟、QPU 硬件与量子应用。
### DALI
-- **[NVIDIA/DALI/dali-dynamic-mode](https://github.com/NVIDIA/skills/tree/main/skills/DALI/dali-dynamic-mode)** - Use when writing DALI data loading or preprocessing code with `nvidia.dali.experimental.dynamic` (ndd), or when converting DALI pipeline-mode code to dynamic mode, or when the user...
+- **[NVIDIA/DALI/dali-dynamic-mode](https://github.com/NVIDIA/skills/tree/main/skills/DALI/dali-dynamic-mode)** - 在编写 DALI 数据加载或预处理代码且使用 `nvidia.dali.experimental.dynamic` (ndd)，或将 DALI pipeline 模式代码转换为 dynamic 模式时使用，或当用户...
### Megatron-Bridge
-- **[NVIDIA/Megatron-Bridge/adding-model-support](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/adding-model-support)** - Guide for adding support for new LLM or VLM models in Megatron-Bridge.
-- **[NVIDIA/Megatron-Bridge/build-and-dependency](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/build-and-dependency)** - Dev environment setup for Megatron Bridge — container-based development, uv package management, lockfile regeneration, adding dependencies, Slurm container usage, and common build...
-- **[NVIDIA/Megatron-Bridge/bump-dependency](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/bump-dependency)** - Bump a pinned dependency (TransformerEngine, Megatron-LM, NRX, etc.), regenerate the lockfile, open a PR, and drive it to green by attaching a watchdog to the "CICD NeMo" workflow...
-- **[NVIDIA/Megatron-Bridge/cicd](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/cicd)** - CI/CD reference for Megatron Bridge — pipeline structure, commit and PR workflow, CI failure investigation, and common failure patterns.
-- **[NVIDIA/Megatron-Bridge/linting-and-formatting](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/linting-and-formatting)** - Code style and quality rules for Megatron Bridge — ruff configuration, naming conventions, type hints, mypy rules, docstrings, copyright headers, logging, and the code review check...
-- **[NVIDIA/Megatron-Bridge/mlm-bridge-training](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/mlm-bridge-training)** - Run Megatron-LM (MLM) and Megatron Bridge training with mock or real data.
-- **[NVIDIA/Megatron-Bridge/multi-node-slurm](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/multi-node-slurm)** - Convert single-node scripts to multi-node Slurm sbatch jobs and debug common multi-node failures.
-- **[NVIDIA/Megatron-Bridge/nemo-rl-e2e-testing](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/nemo-rl-e2e-testing)** - External NeMo-RL end-to-end validation workflow for Megatron-Bridge model/provider changes, including downstream compatibility checks, external RL lifecycle behavior, Megatron poli...
-- **[NVIDIA/Megatron-Bridge/parity-testing](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/parity-testing)** - Structured framework for verifying numerical parity of HF<->MCore weight conversions.
-- **[NVIDIA/Megatron-Bridge/perf-activation-recompute](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-activation-recompute)** - Validate and use selective and full activation recompute in Megatron Bridge to reduce GPU memory usage at the cost of extra compute.
-- **[NVIDIA/Megatron-Bridge/perf-cpu-offloading](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-cpu-offloading)** - Validate and use CPU offloading in Megatron Bridge, including layer-level activation offloading and fractional optimizer state offloading with HybridDeviceOptimizer.
-- **[NVIDIA/Megatron-Bridge/perf-cuda-graphs](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-cuda-graphs)** - Validate and use CUDA graph capture in Megatron Bridge, including local full-iteration graphs and Transformer Engine scoped graphs for attention, MLP, and MoE modules.
-- **[NVIDIA/Megatron-Bridge/perf-expert-parallel-overlap](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-expert-parallel-overlap)** - Validate and use MoE expert-parallel communication overlap in Megatron-Bridge, including overlap_moe_expert_parallel_comm, delay_wgrad_compute, and flex dispatcher backends such as...
-- **[NVIDIA/Megatron-Bridge/perf-hierarchical-context-parallel](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-hierarchical-context-parallel)** - Operational guide for enabling hierarchical context parallelism in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification.
-- **[NVIDIA/Megatron-Bridge/perf-megatron-fsdp](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-megatron-fsdp)** - Operational guide for enabling Megatron FSDP in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification.
-- **[NVIDIA/Megatron-Bridge/perf-memory-tuning](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-memory-tuning)** - Techniques for reducing peak GPU memory in Megatron Bridge — expandable segments, parallelism resizing, activation recompute, CPU offloading constraints, and common OOM fixes.
-- **[NVIDIA/Megatron-Bridge/perf-moe-comm-overlap](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-moe-comm-overlap)** - MoE expert-parallel communication overlap in Megatron Bridge.
-- **[NVIDIA/Megatron-Bridge/perf-moe-dispatcher-selection](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-moe-dispatcher-selection)** - Choose the right MoE token dispatcher (`alltoall`, DeepEP, or HybridEP) for the hardware, EP degree, and optimization stage.
-- **[NVIDIA/Megatron-Bridge/perf-moe-hardware-configs](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-moe-hardware-configs)** - Representative MoE training playbooks by hardware platform and model family.
-- **[NVIDIA/Megatron-Bridge/perf-moe-long-context](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-moe-long-context)** - Long-context MoE training guidance for Megatron Bridge.
-- **[NVIDIA/Megatron-Bridge/perf-moe-optimization-workflow](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-moe-optimization-workflow)** - Systematic workflow for MoE training optimization in Megatron Bridge, based on the Megatron-Core MoE paper.
-- **[NVIDIA/Megatron-Bridge/perf-moe-vlm-training](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-moe-vlm-training)** - Practical guidance for training MoE VLMs in Megatron Bridge.
-- **[NVIDIA/Megatron-Bridge/perf-parallelism-strategies](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-parallelism-strategies)** - Operational guide for choosing and combining parallelism strategies in Megatron Bridge, including sizing rules, hardware topology mapping, and combined parallelism configuration.
-- **[NVIDIA/Megatron-Bridge/perf-sequence-packing](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-sequence-packing)** - Validate and use packed sequences and long-context training in Megatron-Bridge, distinguishing offline packed SFT for LLMs from in-batch packing for VLMs, and applying the right CP...
-- **[NVIDIA/Megatron-Bridge/perf-tp-dp-comm-overlap](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-tp-dp-comm-overlap)** - Operational guide for enabling TP, DP, and PP communication overlap in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification.
-- **[NVIDIA/Megatron-Bridge/recipe-recommender](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/recipe-recommender)** - Recommend and customize Megatron Bridge recipes for a user's model, GPU count, and training goal.
-- **[NVIDIA/Megatron-Bridge/resiliency](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/resiliency)** - Resiliency features in Megatron Bridge including fault tolerance, straggler detection, in-process restart, preemption, and re-run state machine.
-- **[NVIDIA/Megatron-Bridge/testing](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/testing)** - Testing reference for Megatron Bridge — unit and functional test layout, tier semantics (L0/L1/L2/flaky), script conventions, running tests locally, adding/moving/disabling tests,...
-- **[NVIDIA/Megatron-Bridge/verl-e2e-testing](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/verl-e2e-testing)** - External verl end-to-end validation workflow for Megatron-Bridge model/provider changes.
+- **[NVIDIA/Megatron-Bridge/adding-model-support](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/adding-model-support)** - 在 Megatron-Bridge 中添加新 LLM 或 VLM 模型支持的指南。
+- **[NVIDIA/Megatron-Bridge/build-and-dependency](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/build-and-dependency)** - Megatron Bridge 开发环境搭建 — 基于容器的开发、uv 包管理、lockfile 重新生成、添加依赖、Slurm 容器使用，以及常见构建...
+- **[NVIDIA/Megatron-Bridge/bump-dependency](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/bump-dependency)** - 升级固定版本依赖（TransformerEngine、Megatron-LM、NRX 等），重新生成 lockfile，提交 PR，并通过挂载 watchdog 到「CICD NeMo」工作流... 直至绿灯
+- **[NVIDIA/Megatron-Bridge/cicd](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/cicd)** - Megatron Bridge 的 CI/CD 参考 — 流水线结构、提交与 PR 工作流、CI 失败排查，以及常见失败模式。
+- **[NVIDIA/Megatron-Bridge/linting-and-formatting](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/linting-and-formatting)** - Megatron Bridge 代码风格与质量规则 — ruff 配置、命名约定、类型提示、mypy 规则、文档字符串、版权头、日志，以及代码审查检查...
+- **[NVIDIA/Megatron-Bridge/mlm-bridge-training](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/mlm-bridge-training)** - 使用 mock 或真实数据运行 Megatron-LM (MLM) 与 Megatron Bridge 训练。
+- **[NVIDIA/Megatron-Bridge/multi-node-slurm](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/multi-node-slurm)** - 将单节点脚本转换为多节点 Slurm sbatch 作业，并调试常见多节点故障。
+- **[NVIDIA/Megatron-Bridge/nemo-rl-e2e-testing](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/nemo-rl-e2e-testing)** - 针对 Megatron-Bridge 模型/提供商变更的外部 NeMo-RL 端到端验证工作流，包括下游兼容性检查、外部 RL 生命周期行为、Megatron poli...
+- **[NVIDIA/Megatron-Bridge/parity-testing](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/parity-testing)** - 用于验证 HF<->MCore 权重转换数值一致性的结构化框架。
+- **[NVIDIA/Megatron-Bridge/perf-activation-recompute](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-activation-recompute)** - 在 Megatron Bridge 中验证并使用选择性及全量激活重计算，以额外计算换取降低 GPU 显存占用。
+- **[NVIDIA/Megatron-Bridge/perf-cpu-offloading](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-cpu-offloading)** - 在 Megatron Bridge 中验证并使用 CPU offloading，包括层级激活 offloading 以及使用 HybridDeviceOptimizer 的部分优化器状态 offloading。
+- **[NVIDIA/Megatron-Bridge/perf-cuda-graphs](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-cuda-graphs)** - 在 Megatron Bridge 中验证并使用 CUDA graph capture，包括本地全迭代 graph，以及针对 attention、MLP、MoE 模块的 Transformer Engine 作用域 graph。
+- **[NVIDIA/Megatron-Bridge/perf-expert-parallel-overlap](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-expert-parallel-overlap)** - 在 Megatron-Bridge 中验证并使用 MoE expert-parallel 通信重叠，包括 overlap_moe_expert_parallel_comm、delay_wgrad_compute，以及 flex dispatcher 后端等...
+- **[NVIDIA/Megatron-Bridge/perf-hierarchical-context-parallel](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-hierarchical-context-parallel)** - 在 Megatron-Bridge 中启用分层上下文并行的运维指南，包括配置项、代码锚点、陷阱与验证。
+- **[NVIDIA/Megatron-Bridge/perf-megatron-fsdp](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-megatron-fsdp)** - 在 Megatron-Bridge 中启用 Megatron FSDP 的运维指南，包括配置项、代码锚点、陷阱与验证。
+- **[NVIDIA/Megatron-Bridge/perf-memory-tuning](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-memory-tuning)** - 降低 Megatron Bridge 峰值 GPU 显存的技术 — expandable segments、并行度调整、激活重计算、CPU offloading 约束，以及常见 OOM 修复。
+- **[NVIDIA/Megatron-Bridge/perf-moe-comm-overlap](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-moe-comm-overlap)** - Megatron Bridge 中的 MoE expert-parallel 通信重叠。
+- **[NVIDIA/Megatron-Bridge/perf-moe-dispatcher-selection](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-moe-dispatcher-selection)** - 根据硬件、EP degree 与优化阶段选择正确的 MoE token dispatcher（`alltoall`、DeepEP 或 HybridEP）。
+- **[NVIDIA/Megatron-Bridge/perf-moe-hardware-configs](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-moe-hardware-configs)** - 按硬件平台与模型族整理的代表性 MoE 训练 playbook。
+- **[NVIDIA/Megatron-Bridge/perf-moe-long-context](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-moe-long-context)** - Megatron Bridge 的长上下文 MoE 训练指南。
+- **[NVIDIA/Megatron-Bridge/perf-moe-optimization-workflow](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-moe-optimization-workflow)** - 基于 Megatron-Core MoE 论文的 Megatron Bridge MoE 训练优化系统化工作流。
+- **[NVIDIA/Megatron-Bridge/perf-moe-vlm-training](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-moe-vlm-training)** - 在 Megatron Bridge 中训练 MoE VLM 的实用指南。
+- **[NVIDIA/Megatron-Bridge/perf-parallelism-strategies](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-parallelism-strategies)** - 在 Megatron Bridge 中选择与组合并行策略的运维指南，包括规模规则、硬件拓扑映射，以及组合并行配置。
+- **[NVIDIA/Megatron-Bridge/perf-sequence-packing](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-sequence-packing)** - 在 Megatron-Bridge 中验证并使用 packed sequences 与长上下文训练，区分 LLM 的离线 packed SFT 与 VLM 的 batch 内 packing，并应用正确的 CP...
+- **[NVIDIA/Megatron-Bridge/perf-tp-dp-comm-overlap](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/perf-tp-dp-comm-overlap)** - 在 Megatron-Bridge 中启用 TP、DP 与 PP 通信重叠的运维指南，包括配置项、代码锚点、陷阱与验证。
+- **[NVIDIA/Megatron-Bridge/recipe-recommender](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/recipe-recommender)** - 根据用户的模型、GPU 数量与训练目标推荐并定制 Megatron Bridge recipe。
+- **[NVIDIA/Megatron-Bridge/resiliency](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/resiliency)** - Megatron Bridge 的弹性特性，包括容错、慢节点检测、进程内重启、抢占，以及重跑状态机。
+- **[NVIDIA/Megatron-Bridge/testing](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/testing)** - Megatron Bridge 测试参考 — 单元与功能测试布局、层级语义（L0/L1/L2/flaky）、脚本约定、本地运行测试、添加/移动/禁用测试...
+- **[NVIDIA/Megatron-Bridge/verl-e2e-testing](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Bridge/verl-e2e-testing)** - 针对 Megatron-Bridge 模型/提供商变更的外部 verl 端到端验证工作流。
### Megatron-Core
-- **[NVIDIA/Megatron-Core/build-and-dependency](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/build-and-dependency)** - Container-based dev environment setup and dependency management for Megatron-LM.
-- **[NVIDIA/Megatron-Core/bump-base-image](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/bump-base-image)** - Bump the NVIDIA PyTorch base image (`nvcr.io/nvidia/pytorch:-py3`) used by Megatron-LM CI.
-- **[NVIDIA/Megatron-Core/cicd](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/cicd)** - CI/CD reference for Megatron-LM.
-- **[NVIDIA/Megatron-Core/create-issue](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/create-issue)** - Investigate a failing GitHub Actions run or job and create a GitHub issue for the failure.
-- **[NVIDIA/Megatron-Core/linting-and-formatting](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/linting-and-formatting)** - Linting and formatting for Megatron-LM.
-- **[NVIDIA/Megatron-Core/nightly-sync](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/nightly-sync)** - Domain knowledge for the nightly main-to-dev sync workflow.
-- **[NVIDIA/Megatron-Core/onboard-gb200-1node-tests](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/onboard-gb200-1node-tests)** - Onboard 1-node GitHub MR functional tests for GB200 from existing mr-scoped 2-node tests.
-- **[NVIDIA/Megatron-Core/respond-to-issue](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/respond-to-issue)** - Research and draft a response to a GitHub issue or question from an external contributor.
-- **[NVIDIA/Megatron-Core/run-on-slurm](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/run-on-slurm)** - How to launch distributed Megatron-LM training jobs on a SLURM cluster.
-- **[NVIDIA/Megatron-Core/split-pr](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/split-pr)** - Split a PR into multiple PRs to reduce the number of required CODEOWNERS reviewer groups.
-- **[NVIDIA/Megatron-Core/testing](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/testing)** - Test system for Megatron-LM.
-- **[NVIDIA/Megatron-Core/update-golden-values](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/update-golden-values)** - Refresh golden values from a GitHub Actions workflow run (failing-only or all jobs), score the change with average normalized relative differences, and produce a PR-ready summary.
+- **[NVIDIA/Megatron-Core/build-and-dependency](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/build-and-dependency)** - 基于容器的开发环境搭建与 Megatron-LM 依赖管理。
+- **[NVIDIA/Megatron-Core/bump-base-image](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/bump-base-image)** - 升级 Megatron-LM CI 使用的 NVIDIA PyTorch 基础镜像 (`nvcr.io/nvidia/pytorch:-py3`)。
+- **[NVIDIA/Megatron-Core/cicd](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/cicd)** - Megatron-LM 的 CI/CD 参考指南。
+- **[NVIDIA/Megatron-Core/create-issue](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/create-issue)** - 调查失败的 GitHub Actions 运行或作业，并为该失败创建 GitHub issue。
+- **[NVIDIA/Megatron-Core/linting-and-formatting](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/linting-and-formatting)** - Megatron-LM 的 Lint 与格式化。
+- **[NVIDIA/Megatron-Core/nightly-sync](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/nightly-sync)** - 每晚 main 到 dev 同步工作流的领域知识。
+- **[NVIDIA/Megatron-Core/onboard-gb200-1node-tests](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/onboard-gb200-1node-tests)** - 从现有的 MR 范围 2 节点测试接入 GB200 的 1 节点 GitHub MR 功能测试。
+- **[NVIDIA/Megatron-Core/respond-to-issue](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/respond-to-issue)** - 研究并起草对外部贡献者 GitHub issue 或问题的回复。
+- **[NVIDIA/Megatron-Core/run-on-slurm](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/run-on-slurm)** - 如何在 SLURM 集群上启动分布式 Megatron-LM 训练作业。
+- **[NVIDIA/Megatron-Core/split-pr](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/split-pr)** - 将一个 PR 拆分为多个 PR，以减少所需的 CODEOWNERS 审阅者组数量。
+- **[NVIDIA/Megatron-Core/testing](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/testing)** - Megatron-LM 的测试体系。
+- **[NVIDIA/Megatron-Core/update-golden-values](https://github.com/NVIDIA/skills/tree/main/skills/Megatron-Core/update-golden-values)** - 从 GitHub Actions 工作流运行（仅失败作业或全部作业）刷新 golden values，用平均归一化相对差异为变更打分，并生成可直接用于 PR 的摘要。
### Model-Optimizer
-- **[NVIDIA/Model-Optimizer/accessing-mlflow](https://github.com/NVIDIA/skills/tree/main/skills/Model-Optimizer/accessing-mlflow)** - Query and browse evaluation results stored in MLflow.
-- **[NVIDIA/Model-Optimizer/debug](https://github.com/NVIDIA/skills/tree/main/skills/Model-Optimizer/debug)** - Run commands inside a remote Docker container via the file-based command relay (tools/debugger).
-- **[NVIDIA/Model-Optimizer/deployment](https://github.com/NVIDIA/skills/tree/main/skills/Model-Optimizer/deployment)** - Serve a quantized or unquantized LLM checkpoint as an OpenAI-compatible API endpoint using vLLM, SGLang, or TRT-LLM.
-- **[NVIDIA/Model-Optimizer/evaluation](https://github.com/NVIDIA/skills/tree/main/skills/Model-Optimizer/evaluation)** - Evaluates accuracy of quantized or unquantized LLMs using NeMo Evaluator Launcher (NEL).
-- **[NVIDIA/Model-Optimizer/launching-evals](https://github.com/NVIDIA/skills/tree/main/skills/Model-Optimizer/launching-evals)** - Run, monitor, analyze, and debug LLM evaluations via nemo-evaluator-launcher.
-- **[NVIDIA/Model-Optimizer/monitor](https://github.com/NVIDIA/skills/tree/main/skills/Model-Optimizer/monitor)** - Monitor submitted jobs (PTQ, evaluation, deployment) on SLURM clusters.
-- **[NVIDIA/Model-Optimizer/ptq](https://github.com/NVIDIA/skills/tree/main/skills/Model-Optimizer/ptq)** - This skill should be used when the user asks to "quantize a model", "run PTQ", "post-training quantization", "NVFP4 quantization", "FP8 quantization", "INT8 quantization", "INT4 AW...
-- **[NVIDIA/Model-Optimizer/release-cherry-pick](https://github.com/NVIDIA/skills/tree/main/skills/Model-Optimizer/release-cherry-pick)** - Cherry-pick merged PRs labeled for a release branch into that branch, then open a PR and apply the cherry-pick-done label.
+- **[NVIDIA/Model-Optimizer/accessing-mlflow](https://github.com/NVIDIA/skills/tree/main/skills/Model-Optimizer/accessing-mlflow)** - 查询并浏览存储在 MLflow 中的评估结果。
+- **[NVIDIA/Model-Optimizer/debug](https://github.com/NVIDIA/skills/tree/main/skills/Model-Optimizer/debug)** - 通过基于文件的命令中继 (tools/debugger) 在远程 Docker 容器内运行命令。
+- **[NVIDIA/Model-Optimizer/deployment](https://github.com/NVIDIA/skills/tree/main/skills/Model-Optimizer/deployment)** - 使用 vLLM、SGLang 或 TRT-LLM 将量化或未量化的 LLM checkpoint 部署为 OpenAI 兼容的 API 端点。
+- **[NVIDIA/Model-Optimizer/evaluation](https://github.com/NVIDIA/skills/tree/main/skills/Model-Optimizer/evaluation)** - 使用 NeMo Evaluator Launcher (NEL) 评估量化或未量化 LLM 的准确性。
+- **[NVIDIA/Model-Optimizer/launching-evals](https://github.com/NVIDIA/skills/tree/main/skills/Model-Optimizer/launching-evals)** - 通过 nemo-evaluator-launcher 运行、监控、分析和调试 LLM 评估。
+- **[NVIDIA/Model-Optimizer/monitor](https://github.com/NVIDIA/skills/tree/main/skills/Model-Optimizer/monitor)** - 在 SLURM 集群上监控已提交的作业（PTQ、评估、部署）。
+- **[NVIDIA/Model-Optimizer/ptq](https://github.com/NVIDIA/skills/tree/main/skills/Model-Optimizer/ptq)** - 当用户要求「quantize a model」、「run PTQ」、「post-training quantization」、「NVFP4 quantization」、「FP8 quantization」、「INT8 quantization」、「INT4 AW...」时应使用此技能。
+- **[NVIDIA/Model-Optimizer/release-cherry-pick](https://github.com/NVIDIA/skills/tree/main/skills/Model-Optimizer/release-cherry-pick)** - 将已合并且标记为发布分支的 PR cherry-pick 到该分支，然后打开 PR 并应用 cherry-pick-done 标签。
### NeMo-Evaluator
-- **[NVIDIA/NeMo-Evaluator/byob](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-Evaluator/byob)** - Create custom LLM evaluation benchmarks using the BYOB decorator framework.
+- **[NVIDIA/NeMo-Evaluator/byob](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-Evaluator/byob)** - 使用 BYOB decorator 框架创建自定义 LLM 评估基准。
### NeMo-Evaluator-Launcher
-- **[NVIDIA/NeMo-Evaluator-Launcher/accessing-mlflow](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-Evaluator-Launcher/accessing-mlflow)** - Query and browse evaluation results stored in MLflow.
-- **[NVIDIA/NeMo-Evaluator-Launcher/launching-evals](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-Evaluator-Launcher/launching-evals)** - Run, monitor, analyze, and debug LLM evaluations via nemo-evaluator-launcher.
-- **[NVIDIA/NeMo-Evaluator-Launcher/nel-assistant](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-Evaluator-Launcher/nel-assistant)** - Interactive config wizard for NeMo Evaluator Launcher (NEL).
+- **[NVIDIA/NeMo-Evaluator-Launcher/accessing-mlflow](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-Evaluator-Launcher/accessing-mlflow)** - 查询并浏览存储在 MLflow 中的评估结果。
+- **[NVIDIA/NeMo-Evaluator-Launcher/launching-evals](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-Evaluator-Launcher/launching-evals)** - 通过 nemo-evaluator-launcher 运行、监控、分析和调试 LLM 评估。
+- **[NVIDIA/NeMo-Evaluator-Launcher/nel-assistant](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-Evaluator-Launcher/nel-assistant)** - NeMo Evaluator Launcher (NEL) 的交互式配置向导。
### NeMo-Gym
-- **[NVIDIA/NeMo-Gym/add-benchmark](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-Gym/add-benchmark)** - > Guide for adding a new benchmark or training environment to NeMo-Gym.
-- **[NVIDIA/NeMo-Gym/nemo-gym-debugging](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-Gym/nemo-gym-debugging)** - >- Use when debugging a Nemo Gym run or reward profiling job.
-- **[NVIDIA/NeMo-Gym/nemo-gym-docs](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-Gym/nemo-gym-docs)** - > Maintain the NeMo Gym Fern docs site — add, update, move, or remove pages under fern/.
-- **[NVIDIA/NeMo-Gym/nemo-gym-pivot-datasets](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-Gym/nemo-gym-pivot-datasets)** - >- Use when creating, validating, or documenting Nemo Gym pivot datasets from rollout, trajectory, chat-completion, Responses API, or tool-call artifacts.
-- **[NVIDIA/NeMo-Gym/nemo-gym-reward-profiling](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-Gym/nemo-gym-reward-profiling)** - >- Use to help users get started with Nemo Gym reward profiling.
+- **[NVIDIA/NeMo-Gym/add-benchmark](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-Gym/add-benchmark)** - > 向 NeMo-Gym 添加新基准或训练环境的指南。
+- **[NVIDIA/NeMo-Gym/nemo-gym-debugging](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-Gym/nemo-gym-debugging)** - >- 在调试 Nemo Gym 运行或奖励分析 (reward profiling) 作业时使用。
+- **[NVIDIA/NeMo-Gym/nemo-gym-docs](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-Gym/nemo-gym-docs)** - > 维护 NeMo Gym Fern 文档站点——在 fern/ 下添加、更新、移动或删除页面。
+- **[NVIDIA/NeMo-Gym/nemo-gym-pivot-datasets](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-Gym/nemo-gym-pivot-datasets)** - >- 在从 rollout、trajectory、chat-completion、Responses API 或 tool-call 制品创建、验证或记录 Nemo Gym pivot 数据集时使用。
+- **[NVIDIA/NeMo-Gym/nemo-gym-reward-profiling](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-Gym/nemo-gym-reward-profiling)** - >- 用于帮助用户上手 Nemo Gym 奖励分析 (reward profiling)。
### NeMo-RL
-- **[NVIDIA/NeMo-RL/auto-research](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/auto-research)** - Autonomous NeMo-RL research agent workflow for directed hypothesis testing and open-ended discovery.
-- **[NVIDIA/NeMo-RL/brev-etiquette](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/brev-etiquette)** - Brev instance operating guidance for NeMo-RL agents working in /home/ubuntu/RL with limited workspace disk, a larger /ephemeral volume, and optional /home/ubuntu/RL/.env secrets.
-- **[NVIDIA/NeMo-RL/build-and-dependency](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/build-and-dependency)** - Build and dependency management for NeMo-RL.
-- **[NVIDIA/NeMo-RL/cicd](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/cicd)** - CI/CD reference for NeMo-RL.
-- **[NVIDIA/NeMo-RL/config-conventions](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/config-conventions)** - Configuration conventions for NeMo-RL.
-- **[NVIDIA/NeMo-RL/contributing](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/contributing)** - Contribution conventions for NeMo-RL.
-- **[NVIDIA/NeMo-RL/copyright](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/copyright)** - NVIDIA copyright header requirements for NeMo-RL.
-- **[NVIDIA/NeMo-RL/docs](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/docs)** - Documentation conventions for NeMo-RL.
-- **[NVIDIA/NeMo-RL/error-handling](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/error-handling)** - Error handling guidelines for NeMo-RL.
-- **[NVIDIA/NeMo-RL/launch-nemo-rl](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/launch-nemo-rl)** - Playbook for launching, monitoring, stopping, and debugging NeMo-RL recipes on a Kubernetes cluster via the nrl-k8s CLI.
-- **[NVIDIA/NeMo-RL/linting-and-formatting](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/linting-and-formatting)** - Code style guidelines for NeMo-RL (Python and shell).
-- **[NVIDIA/NeMo-RL/review-pr](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/review-pr)** - Interactive code review for NVIDIA-NeMo/RL pull requests.
-- **[NVIDIA/NeMo-RL/session-memory](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/session-memory)** - Manage durable working-session memory for coding agents.
-- **[NVIDIA/NeMo-RL/testing](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/testing)** - Testing conventions for NeMo-RL.
+- **[NVIDIA/NeMo-RL/auto-research](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/auto-research)** - 面向定向假设检验与开放式探索的自主 NeMo-RL 研究智能体工作流。
+- **[NVIDIA/NeMo-RL/brev-etiquette](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/brev-etiquette)** - 针对在 /home/ubuntu/RL 中工作、工作区磁盘空间有限、拥有更大 /ephemeral 卷以及可选 /home/ubuntu/RL/.env 机密的 NeMo-RL 智能体的 Brev 实例操作指南。
+- **[NVIDIA/NeMo-RL/build-and-dependency](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/build-and-dependency)** - NeMo-RL 的构建与依赖管理。
+- **[NVIDIA/NeMo-RL/cicd](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/cicd)** - NeMo-RL 的 CI/CD 参考指南。
+- **[NVIDIA/NeMo-RL/config-conventions](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/config-conventions)** - NeMo-RL 的配置约定。
+- **[NVIDIA/NeMo-RL/contributing](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/contributing)** - NeMo-RL 的贡献约定。
+- **[NVIDIA/NeMo-RL/copyright](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/copyright)** - NeMo-RL 的 NVIDIA 版权声明头要求。
+- **[NVIDIA/NeMo-RL/docs](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/docs)** - NeMo-RL 的文档约定。
+- **[NVIDIA/NeMo-RL/error-handling](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/error-handling)** - NeMo-RL 的错误处理指南。
+- **[NVIDIA/NeMo-RL/launch-nemo-rl](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/launch-nemo-rl)** - 通过 nrl-k8s CLI 在 Kubernetes 集群上启动、监控、停止和调试 NeMo-RL recipes 的操作手册。
+- **[NVIDIA/NeMo-RL/linting-and-formatting](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/linting-and-formatting)** - NeMo-RL 的代码风格指南（Python 与 shell）。
+- **[NVIDIA/NeMo-RL/review-pr](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/review-pr)** - 针对 NVIDIA-NeMo/RL pull request 的交互式代码审查。
+- **[NVIDIA/NeMo-RL/session-memory](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/session-memory)** - 管理编码智能体的持久工作会话记忆。
+- **[NVIDIA/NeMo-RL/testing](https://github.com/NVIDIA/skills/tree/main/skills/NeMo-RL/testing)** - NeMo-RL 的测试约定。
### NemoClaw
-- **[NVIDIA/NemoClaw/nemoclaw-contributor-create-pr](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-contributor-create-pr)** - Create GitHub pull requests that follow the NemoClaw PR template.
-- **[NVIDIA/NemoClaw/nemoclaw-contributor-update-docs](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-contributor-update-docs)** - Scan recent git commits for changes that affect user-facing behavior, then draft or update the corresponding documentation pages and refresh generated user skills for release prep.
-- **[NVIDIA/NemoClaw/nemoclaw-maintainer-cross-issue-sweep](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-cross-issue-sweep)** - Scans other open issues to find ones a given PR may also fix or accidentally break.
-- **[NVIDIA/NemoClaw/nemoclaw-maintainer-cut-release-tag](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-cut-release-tag)** - Cut a new semver release — bump all version strings via bump-version.ts, open a release PR, and after merge tag main and push.
-- **[NVIDIA/NemoClaw/nemoclaw-maintainer-day](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-day)** - Runs the daytime maintainer loop for NemoClaw, prioritizing items labeled with the current version target.
-- **[NVIDIA/NemoClaw/nemoclaw-maintainer-evening](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-evening)** - Runs the end-of-day maintainer handoff for NemoClaw.
-- **[NVIDIA/NemoClaw/nemoclaw-maintainer-find-review-pr](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-find-review-pr)** - Finds open GitHub PRs with security and priority-high labels, links each to its issue, detects duplicates (multiple PRs fixing the same issue), and presents a table of review candi...
-- **[NVIDIA/NemoClaw/nemoclaw-maintainer-morning](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-morning)** - Runs the morning maintainer standup for NemoClaw.
-- **[NVIDIA/NemoClaw/nemoclaw-maintainer-normalize-title-tags](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-normalize-title-tags)** - Normalizes GitHub issue and PR titles by removing any bracketed [NemoClaw] tag case-insensitively, even when the tag appears later in the title.
-- **[NVIDIA/NemoClaw/nemoclaw-maintainer-pr-comparator](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-pr-comparator)** - Compares competing PRs that target the same issue and recommends which one to merge.
-- **[NVIDIA/NemoClaw/nemoclaw-maintainer-security-code-review](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-security-code-review)** - Performs a comprehensive security review of code changes in a GitHub PR or issue.
-- **[NVIDIA/NemoClaw/nemoclaw-maintainer-triage](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-triage)** - AI-assisted label triage for NVIDIA/NemoClaw issues and PRs.
-- **[NVIDIA/NemoClaw/nemoclaw-skills-guide](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-skills-guide)** - Start here.
-- **[NVIDIA/NemoClaw/nemoclaw-user-agent-skills](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-agent-skills)** - Describes the agent skills shipped with NemoClaw and how to access them by cloning the repository.
-- **[NVIDIA/NemoClaw/nemoclaw-user-configure-inference](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-configure-inference)** - Connects NemoClaw to a local inference server.
-- **[NVIDIA/NemoClaw/nemoclaw-user-configure-security](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-configure-security)** - Presents a risk framework for every configurable security control in NemoClaw.
-- **[NVIDIA/NemoClaw/nemoclaw-user-deploy-remote](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-deploy-remote)** - Explains how to run NemoClaw on a remote GPU instance, including the deprecated Brev compatibility path and the preferred installer plus onboard flow.
-- **[NVIDIA/NemoClaw/nemoclaw-user-get-started](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-get-started)** - Installs NemoClaw, launches a sandbox, and runs the first agent prompt.
-- **[NVIDIA/NemoClaw/nemoclaw-user-manage-policy](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-manage-policy)** - Adds, removes, or modifies allowed endpoints in the sandbox policy.
-- **[NVIDIA/NemoClaw/nemoclaw-user-manage-sandboxes](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-manage-sandboxes)** - Explains operational tasks after the quickstart: listing sandboxes, status and health checks, logs, diagnostics, port forwards, multiple sandboxes, credential reset, rebuilds, netw...
-- **[NVIDIA/NemoClaw/nemoclaw-user-monitor-sandbox](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-monitor-sandbox)** - Inspects sandbox health, traces agent behavior, and diagnoses problems.
-- **[NVIDIA/NemoClaw/nemoclaw-user-overview](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-overview)** - Explains how OpenClaw, OpenShell, and NemoClaw form the ecosystem, NemoClaw's position in the stack, what NemoClaw adds beyond the community sandbox, and when to prefer NemoClaw ve...
-- **[NVIDIA/NemoClaw/nemoclaw-user-reference](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-reference)** - Describes the NemoClaw plugin and blueprint architecture and how they orchestrate the OpenClaw sandbox.
+- **[NVIDIA/NemoClaw/nemoclaw-contributor-create-pr](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-contributor-create-pr)** - 创建遵循 NemoClaw PR 模板的 GitHub pull request。
+- **[NVIDIA/NemoClaw/nemoclaw-contributor-update-docs](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-contributor-update-docs)** - 扫描近期 git 提交，查找影响面向用户行为的变更，然后起草或更新相应文档页面，并刷新生成的用户技能，为发布做准备。
+- **[NVIDIA/NemoClaw/nemoclaw-maintainer-cross-issue-sweep](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-cross-issue-sweep)** - 扫描其他 open issue，找出给定 PR 可能一并修复或意外破坏的 issue。
+- **[NVIDIA/NemoClaw/nemoclaw-maintainer-cut-release-tag](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-cut-release-tag)** - 切出新 semver 发布版本——通过 bump-version.ts 提升所有版本字符串，开启发布 PR，合并后为 main 打 tag 并 push。
+- **[NVIDIA/NemoClaw/nemoclaw-maintainer-day](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-day)** - 运行 NemoClaw 的日间维护者循环，优先处理带有当前版本目标标签的条目。
+- **[NVIDIA/NemoClaw/nemoclaw-maintainer-evening](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-evening)** - 运行 NemoClaw 的日终维护者交接流程。
+- **[NVIDIA/NemoClaw/nemoclaw-maintainer-find-review-pr](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-find-review-pr)** - 查找带有 security 和 priority-high 标签的 open GitHub PR，将每个 PR 关联到对应 issue，检测重复项（多个 PR 修复同一 issue），并呈现审查候选表格……
+- **[NVIDIA/NemoClaw/nemoclaw-maintainer-morning](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-morning)** - 运行 NemoClaw 的早间维护者站会。
+- **[NVIDIA/NemoClaw/nemoclaw-maintainer-normalize-title-tags](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-normalize-title-tags)** - 规范化 GitHub issue 和 PR 标题，不区分大小写地移除任何方括号包裹的 [NemoClaw] 标签，即使标签出现在标题后部。
+- **[NVIDIA/NemoClaw/nemoclaw-maintainer-pr-comparator](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-pr-comparator)** - 比较针对同一 issue 的竞争性 PR，并推荐应合并哪一个。
+- **[NVIDIA/NemoClaw/nemoclaw-maintainer-security-code-review](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-security-code-review)** - 对 GitHub PR 或 issue 中的代码变更进行全面安全审查。
+- **[NVIDIA/NemoClaw/nemoclaw-maintainer-triage](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-maintainer-triage)** - 针对 NVIDIA/NemoClaw issue 和 PR 的 AI 辅助标签分流。
+- **[NVIDIA/NemoClaw/nemoclaw-skills-guide](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-skills-guide)** - 从这里开始。
+- **[NVIDIA/NemoClaw/nemoclaw-user-agent-skills](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-agent-skills)** - 介绍 NemoClaw 内置的 agent skills，以及如何通过克隆仓库访问它们。
+- **[NVIDIA/NemoClaw/nemoclaw-user-configure-inference](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-configure-inference)** - 将 NemoClaw 连接到本地推理服务器。
+- **[NVIDIA/NemoClaw/nemoclaw-user-configure-security](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-configure-security)** - 为 NemoClaw 中每个可配置的安全控制项提供风险框架。
+- **[NVIDIA/NemoClaw/nemoclaw-user-deploy-remote](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-deploy-remote)** - 说明如何在远程 GPU 实例上运行 NemoClaw，包括已弃用的 Brev 兼容路径，以及首选的安装器加 onboard 流程。
+- **[NVIDIA/NemoClaw/nemoclaw-user-get-started](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-get-started)** - 安装 NemoClaw，启动 sandbox，并运行首个 agent prompt。
+- **[NVIDIA/NemoClaw/nemoclaw-user-manage-policy](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-manage-policy)** - 在 sandbox 策略中添加、移除或修改允许的 endpoint。
+- **[NVIDIA/NemoClaw/nemoclaw-user-manage-sandboxes](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-manage-sandboxes)** - 说明 quickstart 之后的运维任务：列出 sandbox、状态与健康检查、日志、诊断、端口转发、多个 sandbox、凭据重置、重建、网络……
+- **[NVIDIA/NemoClaw/nemoclaw-user-monitor-sandbox](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-monitor-sandbox)** - 检查 sandbox 健康状态，追踪 agent 行为，并诊断问题。
+- **[NVIDIA/NemoClaw/nemoclaw-user-overview](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-overview)** - 说明 OpenClaw、OpenShell 和 NemoClaw 如何构成生态系统、NemoClaw 在技术栈中的位置、NemoClaw 相较社区 sandbox 的额外能力，以及何时应优先选择 NemoClaw……
+- **[NVIDIA/NemoClaw/nemoclaw-user-reference](https://github.com/NVIDIA/skills/tree/main/skills/NemoClaw/nemoclaw-user-reference)** - 介绍 NemoClaw 的 plugin 与 blueprint 架构，以及它们如何编排 OpenClaw sandbox。
### TensorRT-LLM
-- **[NVIDIA/TensorRT-LLM/ad-accuracy-debug](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/ad-accuracy-debug)** - > Debug AutoDeploy accuracy regressions vs a reference score (PyTorch backend or published baseline).
-- **[NVIDIA/TensorRT-LLM/ad-add-fusion-transformation](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/ad-add-fusion-transformation)** - > Claude Code skill (trtllm-agent-toolkit): implement or extend TensorRT-LLM AutoDeploy fusion transforms under transform/library/ in a TensorRT-LLM checkout.
-- **[NVIDIA/TensorRT-LLM/ad-conf-check](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/ad-conf-check)** - > Check whether AutoDeploy YAML configs were actually applied by analyzing server logs and optionally graph dumps (AD_DUMP_GRAPHS_DIR).
-- **[NVIDIA/TensorRT-LLM/ad-graph-dump](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/ad-graph-dump)** - > Enable and interpret TensorRT-LLM AutoDeploy FX graph text dumps via AD_DUMP_GRAPHS_DIR.
-- **[NVIDIA/TensorRT-LLM/ad-layer-visualizer](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/ad-layer-visualizer)** - > Visualize a specific transformer decoder layer from an AutoDeploy FX graph text dump as a hierarchical DOT/PNG diagram.
-- **[NVIDIA/TensorRT-LLM/ad-model-onboard](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/ad-model-onboard)** - > Translates a HuggingFace model into a prefill-only AutoDeploy custom model using reference custom ops, validates with hierarchical equivalence tests.
-- **[NVIDIA/TensorRT-LLM/exec-local-compile](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/exec-local-compile)** - Compile TensorRT-LLM on a compute node inside a Docker container.
-- **[NVIDIA/TensorRT-LLM/exec-slurm-compile](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/exec-slurm-compile)** - Compile TensorRT-LLM on a SLURM cluster.
-- **[NVIDIA/TensorRT-LLM/kernel-cute-writing](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/kernel-cute-writing)** - > Write and implement GPU kernels using NVIDIA CuTe DSL (CUTLASS 4.x Python API) — NOT for Triton, CUDA C++, or conceptual explanations.
-- **[NVIDIA/TensorRT-LLM/kernel-tileir-optimization](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/kernel-tileir-optimization)** - > Optimize existing Triton kernels for NVIDIA TileIR backend on Blackwell GPUs (sm_100+).
-- **[NVIDIA/TensorRT-LLM/kernel-triton-writing](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/kernel-triton-writing)** - > ONLY for OpenAI Triton (@triton.jit) kernel development.
-- **[NVIDIA/TensorRT-LLM/perf-analysis](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/perf-analysis)** - > Performance analysis coordination workflow.
-- **[NVIDIA/TensorRT-LLM/perf-host-analysis](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/perf-host-analysis)** - > Analyze host/CPU overhead in TensorRT-LLM inference from nsys traces.
-- **[NVIDIA/TensorRT-LLM/perf-host-optimization](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/perf-host-optimization)** - Profiles and optimizes TensorRT-LLM host/CPU overhead using line_profiler (with nsys support planned).
-- **[NVIDIA/TensorRT-LLM/perf-nsight-compute-analysis](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/perf-nsight-compute-analysis)** - > Analyze ncu (NVIDIA Nsight Compute) profiling output: SOL% bottleneck classification, roofline analysis, occupancy diagnosis, memory hierarchy analysis, warp stall analysis, metr...
-- **[NVIDIA/TensorRT-LLM/perf-nsight-systems](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/perf-nsight-systems)** - >- Nsight Systems (nsys) CLI for system-level timeline profiling.
-- **[NVIDIA/TensorRT-LLM/perf-optimization](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/perf-optimization)** - > Performance optimization coordination playbook.
-- **[NVIDIA/TensorRT-LLM/perf-torch-cuda-graphs](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/perf-torch-cuda-graphs)** - >- Apply CUDA Graphs to PyTorch workloads — API selection (torch.compile, PyTorch make_graphed_callables, TE make_graphed_callables, MCore CudaGraphManager, FullCudaGraphWrapper, m...
-- **[NVIDIA/TensorRT-LLM/perf-torch-sync-free](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/perf-torch-sync-free)** - >- Identify and eliminate host-device synchronizations in PyTorch code.
-- **[NVIDIA/TensorRT-LLM/perf-workload-profiling](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/perf-workload-profiling)** - > Code instrumentation for timing workloads.
-- **[NVIDIA/TensorRT-LLM/trtllm-code-contribution](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/trtllm-code-contribution)** - > Best practices for contributing code to TensorRT-LLM.
-- **[NVIDIA/TensorRT-LLM/trtllm-codebase-exploration](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/trtllm-codebase-exploration)** - > Systematic approach to exploring the TensorRT-LLM codebase before implementing new features or optimizations.
-- **[NVIDIA/TensorRT-LLM/trtllm-flashinfer-upgrade](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/trtllm-flashinfer-upgrade)** - >- Upgrade flashinfer-python version in TensorRT-LLM.
-- **[NVIDIA/TensorRT-LLM/trtllm-moe-develop](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/trtllm-moe-develop)** - >- Review, design, and refactor TensorRT-LLM PyTorch MoE code for architecture fit, clean code, maintainability, and testability.
-- **[NVIDIA/TensorRT-LLM/trtllm-serve-config-guide](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/trtllm-serve-config-guide)** - Generate a source-backed starting `trtllm-serve --config` YAML for basic aggregate single-node PyTorch serving, aligned with checked-in TensorRT-LLM configs and deployment docs.
+- **[NVIDIA/TensorRT-LLM/ad-accuracy-debug](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/ad-accuracy-debug)** - > 调试 AutoDeploy 相对参考分数（PyTorch backend 或已发布 baseline）的精度回归。
+- **[NVIDIA/TensorRT-LLM/ad-add-fusion-transformation](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/ad-add-fusion-transformation)** - > Claude Code skill（trtllm-agent-toolkit）：在 TensorRT-LLM checkout 的 transform/library/ 下实现或扩展 TensorRT-LLM AutoDeploy fusion transform。
+- **[NVIDIA/TensorRT-LLM/ad-conf-check](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/ad-conf-check)** - > 通过分析服务器日志，并可选择性地分析 graph dump（AD_DUMP_GRAPHS_DIR），检查 AutoDeploy YAML 配置是否已实际应用。
+- **[NVIDIA/TensorRT-LLM/ad-graph-dump](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/ad-graph-dump)** - > 通过 AD_DUMP_GRAPHS_DIR 启用并解读 TensorRT-LLM AutoDeploy FX graph 文本 dump。
+- **[NVIDIA/TensorRT-LLM/ad-layer-visualizer](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/ad-layer-visualizer)** - > 将 AutoDeploy FX graph 文本 dump 中的特定 transformer decoder layer 可视化为分层 DOT/PNG 图。
+- **[NVIDIA/TensorRT-LLM/ad-model-onboard](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/ad-model-onboard)** - > 使用参考 custom ops 将 HuggingFace 模型转换为仅 prefill 的 AutoDeploy custom model，并通过分层等价性测试进行验证。
+- **[NVIDIA/TensorRT-LLM/exec-local-compile](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/exec-local-compile)** - 在 Docker 容器内的计算节点上编译 TensorRT-LLM。
+- **[NVIDIA/TensorRT-LLM/exec-slurm-compile](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/exec-slurm-compile)** - 在 SLURM 集群上编译 TensorRT-LLM。
+- **[NVIDIA/TensorRT-LLM/kernel-cute-writing](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/kernel-cute-writing)** - > 使用 NVIDIA CuTe DSL（CUTLASS 4.x Python API）编写并实现 GPU kernel——不适用于 Triton、CUDA C++ 或概念性说明。
+- **[NVIDIA/TensorRT-LLM/kernel-tileir-optimization](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/kernel-tileir-optimization)** - > 针对 Blackwell GPU（sm_100+）上的 NVIDIA TileIR backend 优化现有 Triton kernel。
+- **[NVIDIA/TensorRT-LLM/kernel-triton-writing](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/kernel-triton-writing)** - > 仅用于 OpenAI Triton（@triton.jit）kernel 开发。
+- **[NVIDIA/TensorRT-LLM/perf-analysis](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/perf-analysis)** - > 性能分析协调工作流。
+- **[NVIDIA/TensorRT-LLM/perf-host-analysis](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/perf-host-analysis)** - > 从 nsys trace 分析 TensorRT-LLM 推理中的 host/CPU 开销。
+- **[NVIDIA/TensorRT-LLM/perf-host-optimization](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/perf-host-optimization)** - 使用 line_profiler 分析并优化 TensorRT-LLM 的 host/CPU 开销（计划支持 nsys）。
+- **[NVIDIA/TensorRT-LLM/perf-nsight-compute-analysis](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/perf-nsight-compute-analysis)** - > 分析 ncu（NVIDIA Nsight Compute）profiling 输出：SOL% 瓶颈分类、roofline 分析、occupancy 诊断、内存层次分析、warp stall 分析、指标……
+- **[NVIDIA/TensorRT-LLM/perf-nsight-systems](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/perf-nsight-systems)** - >- 用于系统级时间线 profiling 的 Nsight Systems（nsys）CLI。
+- **[NVIDIA/TensorRT-LLM/perf-optimization](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/perf-optimization)** - > 性能优化协调 playbook。
+- **[NVIDIA/TensorRT-LLM/perf-torch-cuda-graphs](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/perf-torch-cuda-graphs)** - >- 将 CUDA Graphs 应用于 PyTorch 工作负载——API 选择（torch.compile、PyTorch make_graphed_callables、TE make_graphed_callables、MCore CudaGraphManager、FullCudaGraphWrapper、m……
+- **[NVIDIA/TensorRT-LLM/perf-torch-sync-free](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/perf-torch-sync-free)** - >- 识别并消除 PyTorch 代码中的 host-device 同步。
+- **[NVIDIA/TensorRT-LLM/perf-workload-profiling](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/perf-workload-profiling)** - > 用于为工作负载计时的代码插桩。
+- **[NVIDIA/TensorRT-LLM/trtllm-code-contribution](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/trtllm-code-contribution)** - > 向 TensorRT-LLM 贡献代码的最佳实践。
+- **[NVIDIA/TensorRT-LLM/trtllm-codebase-exploration](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/trtllm-codebase-exploration)** - > 在实现新功能或优化之前系统性探索 TensorRT-LLM 代码库的方法。
+- **[NVIDIA/TensorRT-LLM/trtllm-flashinfer-upgrade](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/trtllm-flashinfer-upgrade)** - >- 升级 TensorRT-LLM 中的 flashinfer-python 版本。
+- **[NVIDIA/TensorRT-LLM/trtllm-moe-develop](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/trtllm-moe-develop)** - >- 审查、设计并重构 TensorRT-LLM PyTorch MoE 代码，以契合架构、保持代码整洁，并提升可维护性与可测试性。
+- **[NVIDIA/TensorRT-LLM/trtllm-serve-config-guide](https://github.com/NVIDIA/skills/tree/main/skills/TensorRT-LLM/trtllm-serve-config-guide)** - 生成面向基础 aggregate 单节点 PyTorch serving 的、有据可查的初始 `trtllm-serve --config` YAML，并与入库的 TensorRT-LLM 配置及部署文档保持一致。
### TileGym
-- **[NVIDIA/TileGym/adding-cutile-kernel](https://github.com/NVIDIA/skills/tree/main/skills/TileGym/adding-cutile-kernel)** - Add a new cuTile GPU kernel operator to TileGym.
-- **[NVIDIA/TileGym/converting-cutile-to-julia](https://github.com/NVIDIA/skills/tree/main/skills/TileGym/converting-cutile-to-julia)** - Converts cuTile Python GPU kernels (@ct.kernel) to cuTile.jl Julia equivalents.
-- **[NVIDIA/TileGym/converting-cutile-to-triton](https://github.com/NVIDIA/skills/tree/main/skills/TileGym/converting-cutile-to-triton)** - Converts cuTile GPU kernels (@ct.kernel) to Triton (@triton.jit).
-- **[NVIDIA/TileGym/cutile-autotuning](https://github.com/NVIDIA/skills/tree/main/skills/TileGym/cutile-autotuning)** - Use when adding, modifying, optimizing, or debugging CuTile autotuning code.
-- **[NVIDIA/TileGym/cutile-python](https://github.com/NVIDIA/skills/tree/main/skills/TileGym/cutile-python)** - Expert cuTile programming assistant.
-- **[NVIDIA/TileGym/improve-cutile-kernel-perf](https://github.com/NVIDIA/skills/tree/main/skills/TileGym/improve-cutile-kernel-perf)** - Iteratively optimize cuTile kernel performance through systematic profiling, bottleneck analysis, IR comparison, and targeted tuning.
-- **[NVIDIA/TileGym/monkey-patch-kernels-to-transformers](https://github.com/NVIDIA/skills/tree/main/skills/TileGym/monkey-patch-kernels-to-transformers)** - Integrate TileGym kernels into Hugging Face `transformers` models by replacing the library's submodule(s) and certain class(es)' implementations, and patching certain class(es)' in...
+- **[NVIDIA/TileGym/adding-cutile-kernel](https://github.com/NVIDIA/skills/tree/main/skills/TileGym/adding-cutile-kernel)** - 向 TileGym 添加新的 cuTile GPU 内核算子。
+- **[NVIDIA/TileGym/converting-cutile-to-julia](https://github.com/NVIDIA/skills/tree/main/skills/TileGym/converting-cutile-to-julia)** - 将 cuTile Python GPU 内核（@ct.kernel）转换为 cuTile.jl Julia 等价实现。
+- **[NVIDIA/TileGym/converting-cutile-to-triton](https://github.com/NVIDIA/skills/tree/main/skills/TileGym/converting-cutile-to-triton)** - 将 cuTile GPU 内核（@ct.kernel）转换为 Triton（@triton.jit）。
+- **[NVIDIA/TileGym/cutile-autotuning](https://github.com/NVIDIA/skills/tree/main/skills/TileGym/cutile-autotuning)** - 在添加、修改、优化或调试 CuTile 自动调优代码时使用。
+- **[NVIDIA/TileGym/cutile-python](https://github.com/NVIDIA/skills/tree/main/skills/TileGym/cutile-python)** - cuTile 编程专家助手。
+- **[NVIDIA/TileGym/improve-cutile-kernel-perf](https://github.com/NVIDIA/skills/tree/main/skills/TileGym/improve-cutile-kernel-perf)** - 通过系统化性能剖析、瓶颈分析、IR 对比与针对性调优，迭代优化 cuTile 内核性能。
+- **[NVIDIA/TileGym/monkey-patch-kernels-to-transformers](https://github.com/NVIDIA/skills/tree/main/skills/TileGym/monkey-patch-kernels-to-transformers)** - 通过替换库的 submodule(s) 以及某些 class(es) 的实现，并对某些 class(es) 进行 in... 补丁，将 TileGym 内核集成到 Hugging Face `transformers` 模型中。
### cuopt
-- **[NVIDIA/cuopt/cuopt-developer](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/cuopt-developer)** - Modify, build, test, debug, and contribute to NVIDIA cuOpt (C++/CUDA, Python, server, CI).
-- **[NVIDIA/cuopt/cuopt-install](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/cuopt-install)** - Install cuOpt for Python, C, or as a server (pip, conda, Docker) — system requirements, install commands, and verification.
-- **[NVIDIA/cuopt/cuopt-numerical-optimization-api-c](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/cuopt-numerical-optimization-api-c)** - LP, MILP, and QP (beta) with cuOpt — C API only.
-- **[NVIDIA/cuopt/cuopt-numerical-optimization-api-cli](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/cuopt-numerical-optimization-api-cli)** - LP, MILP, and QP (beta) with cuOpt — CLI only (MPS files, cuopt_cli).
-- **[NVIDIA/cuopt/cuopt-numerical-optimization-api-python](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/cuopt-numerical-optimization-api-python)** - Solve Linear Programming (LP), Mixed-Integer Linear Programming (MILP), and Quadratic Programming (QP, beta) with the Python API.
-- **[NVIDIA/cuopt/cuopt-routing-api-python](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/cuopt-routing-api-python)** - Vehicle routing (VRP, TSP, PDP) with cuOpt — Python API only.
-- **[NVIDIA/cuopt/cuopt-server-api-python](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/cuopt-server-api-python)** - cuOpt REST server — start server, endpoints, Python/curl client examples.
-- **[NVIDIA/cuopt/cuopt-server-common](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/cuopt-server-common)** - cuOpt REST server — what it does and how requests flow.
-- **[NVIDIA/cuopt/cuopt-user-rules](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/cuopt-user-rules)** - Base rules for end users calling NVIDIA cuOpt (routing/LP/MILP/QP/install/server).
-- **[NVIDIA/cuopt/numerical-optimization-formulation](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/numerical-optimization-formulation)** - Numerical optimization (LP, MILP, QP) — concepts, problem-text parsing, and formulation patterns.
-- **[NVIDIA/cuopt/routing-formulation](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/routing-formulation)** - Vehicle routing (VRP, TSP, PDP) — problem types and data requirements.
-- **[NVIDIA/cuopt/skill-evolution](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/skill-evolution)** - After solving a non-trivial problem, detect generalizable learnings and propose skill updates so future interactions benefit automatically.
+- **[NVIDIA/cuopt/cuopt-developer](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/cuopt-developer)** - 修改、构建、测试、调试并为 NVIDIA cuOpt（C++/CUDA、Python、server、CI）做贡献。
+- **[NVIDIA/cuopt/cuopt-install](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/cuopt-install)** - 为 Python、C 或作为 server 安装 cuOpt（pip、conda、Docker）——系统要求、安装命令与验证。
+- **[NVIDIA/cuopt/cuopt-numerical-optimization-api-c](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/cuopt-numerical-optimization-api-c)** - 使用 cuOpt 求解 LP、MILP 与 QP（beta）——仅 C API。
+- **[NVIDIA/cuopt/cuopt-numerical-optimization-api-cli](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/cuopt-numerical-optimization-api-cli)** - 使用 cuOpt 求解 LP、MILP 与 QP（beta）——仅 CLI（MPS 文件、cuopt_cli）。
+- **[NVIDIA/cuopt/cuopt-numerical-optimization-api-python](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/cuopt-numerical-optimization-api-python)** - 使用 Python API 求解线性规划（Linear Programming, LP）、混合整数线性规划（Mixed-Integer Linear Programming, MILP）与二次规划（Quadratic Programming, QP，beta）。
+- **[NVIDIA/cuopt/cuopt-routing-api-python](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/cuopt-routing-api-python)** - 使用 cuOpt 进行车辆路径规划（Vehicle routing, VRP、TSP、PDP）——仅 Python API。
+- **[NVIDIA/cuopt/cuopt-server-api-python](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/cuopt-server-api-python)** - cuOpt REST server — 启动服务器、端点、Python/curl 客户端示例。
+- **[NVIDIA/cuopt/cuopt-server-common](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/cuopt-server-common)** - cuOpt REST server — 功能说明与请求流转方式。
+- **[NVIDIA/cuopt/cuopt-user-rules](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/cuopt-user-rules)** - 终端用户调用 NVIDIA cuOpt（routing/LP/MILP/QP/install/server）的基础规则。
+- **[NVIDIA/cuopt/numerical-optimization-formulation](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/numerical-optimization-formulation)** - 数值优化（LP、MILP、QP）——概念、问题文本解析与建模模式。
+- **[NVIDIA/cuopt/routing-formulation](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/routing-formulation)** - 车辆路径规划（VRP、TSP、PDP）——问题类型与数据要求。
+- **[NVIDIA/cuopt/skill-evolution](https://github.com/NVIDIA/skills/tree/main/skills/cuopt/skill-evolution)** - 在解决非平凡问题后，识别可泛化的经验并提议 skill 更新，使后续交互自动受益。
### deepstream
-- **[NVIDIA/deepstream/deepstream-dev](https://github.com/NVIDIA/skills/tree/main/skills/deepstream/deepstream-dev)** - NVIDIA DeepStream SDK 9.0 development with Python pyservicemaker API.
-- **[NVIDIA/deepstream/deepstream-import-vision-model](https://github.com/NVIDIA/skills/tree/main/skills/deepstream/deepstream-import-vision-model)** - > Use this skill to bring any vision model from HuggingFace or NVIDIA NGC into an NVIDIA DeepStream pipeline with end-to-end automation: ONNX download, SafeTensors export, TRT engi...
+- **[NVIDIA/deepstream/deepstream-dev](https://github.com/NVIDIA/skills/tree/main/skills/deepstream/deepstream-dev)** - 使用 Python pyservicemaker API 进行 NVIDIA DeepStream SDK 9.0 开发。
+- **[NVIDIA/deepstream/deepstream-import-vision-model](https://github.com/NVIDIA/skills/tree/main/skills/deepstream/deepstream-import-vision-model)** - > 使用此 skill 将 HuggingFace 或 NVIDIA NGC 上的任意视觉模型以端到端自动化方式接入 NVIDIA DeepStream 流水线：ONNX 下载、SafeTensors 导出、TRT engi...
### nemotron-voice-agent
-- **[NVIDIA/nemotron-voice-agent/nemotron-voice-agent-deploy](https://github.com/NVIDIA/skills/tree/main/skills/nemotron-voice-agent/nemotron-voice-agent-deploy)** - Deploy Nemotron Voice Agent on Workstation (x86), Jetson Thor, or Cloud NIMs.
+- **[NVIDIA/nemotron-voice-agent/nemotron-voice-agent-deploy](https://github.com/NVIDIA/skills/tree/main/skills/nemotron-voice-agent/nemotron-voice-agent-deploy)** - 在 Workstation（x86）、Jetson Thor 或 Cloud NIMs 上部署 Nemotron Voice Agent。
### rag
-- **[NVIDIA/rag/rag-blueprint](https://github.com/NVIDIA/skills/tree/main/skills/rag/rag-blueprint)** - "NVIDIA RAG Blueprint — deploy, configure, troubleshoot, and manage.
+- **[NVIDIA/rag/rag-blueprint](https://github.com/NVIDIA/skills/tree/main/skills/rag/rag-blueprint)** - "NVIDIA RAG Blueprint — 部署、配置、故障排查与管理。
### video-search-and-summarization
-- **[NVIDIA/video-search-and-summarization/alerts](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/alerts)** - Manage and monitor VSS alerts after the alerts profile is deployed.
-- **[NVIDIA/video-search-and-summarization/deploy](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/deploy)** - Deploy, debug, or tear down any VSS profile using a compose-centric workflow — config (dry-run) with env overrides, review resolved compose, then compose up.
-- **[NVIDIA/video-search-and-summarization/report](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/report)** - Produce video analysis reports by discovering the deployed VSS agent, querying POST /generate for a timestamped captioned summary of the clip, then formatting the agent reply as th...
-- **[NVIDIA/video-search-and-summarization/rt-vlm](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/rt-vlm)** - > Use this skill when working with the RTVI VLM or RT-VLM microservice API on VSS 3.1.
-- **[NVIDIA/video-search-and-summarization/video-analytics](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/video-analytics)** - Query video analytics data and metrics from Elastic search via the VA-MCP server (port 9901).
-- **[NVIDIA/video-search-and-summarization/video-search](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/video-search)** - Search video archives using natural language — find events, objects, actions, and people across recorded video using fusion search (Cosmos Embed1 semantic search + CV attribute sea...
-- **[NVIDIA/video-search-and-summarization/video-summarization](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/video-summarization)** - Summarize a video by calling the VLM NIM or the Long Video Summarization (LVS) microservice directly.
-- **[NVIDIA/video-search-and-summarization/video-understanding](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/video-understanding)** - Call the vss agent to run video understanding on video to answer a text question.
-- **[NVIDIA/video-search-and-summarization/vios](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/vios)** - Query VIOS REST APIs: sensor list, recording timelines, video clip extraction, snapshot capture, add/delete sensors and streams
-- **[NVIDIA/video-search-and-summarization/vss-frag](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/vss-frag)** - Generate video summary reports using the VSS video_search_frag extension with Long Video Summarization (LVS), Enterprise RAG knowledge retrieval, and human-in-the-loop parameter co...
+- **[NVIDIA/video-search-and-summarization/alerts](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/alerts)** - 在 alerts profile 部署后管理与监控 VSS 告警。
+- **[NVIDIA/video-search-and-summarization/deploy](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/deploy)** - 使用以 compose 为中心的工作流部署、调试或拆除任意 VSS profile — 带环境变量覆盖的 config（dry-run）、审阅解析后的 compose，然后 compose up。
+- **[NVIDIA/video-search-and-summarization/report](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/report)** - 通过发现已部署的 VSS agent、查询 POST /generate 获取带时间戳的字幕摘要，再将 agent 回复格式化为 th...，生成视频分析报告。
+- **[NVIDIA/video-search-and-summarization/rt-vlm](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/rt-vlm)** - > 在 VSS 3.1 上使用 RTVI VLM 或 RT-VLM 微服务 API 时使用此 skill。
+- **[NVIDIA/video-search-and-summarization/video-analytics](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/video-analytics)** - 通过 VA-MCP server（端口 9901）从 Elastic search 查询视频分析数据与指标。
+- **[NVIDIA/video-search-and-summarization/video-search](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/video-search)** - 使用自然语言搜索视频存档 — 通过融合搜索（Cosmos Embed1 语义搜索 + CV attribute sea...）在录制视频中查找事件、物体、动作与人物。
+- **[NVIDIA/video-search-and-summarization/video-summarization](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/video-summarization)** - 直接调用 VLM NIM 或 Long Video Summarization（LVS）微服务对视频进行摘要。
+- **[NVIDIA/video-search-and-summarization/video-understanding](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/video-understanding)** - 调用 vss agent 对视频执行视频理解，以回答文本问题。
+- **[NVIDIA/video-search-and-summarization/vios](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/vios)** - 查询 VIOS REST API：传感器列表、录制时间线、视频片段提取、快照捕获、添加/删除传感器与流
+- **[NVIDIA/video-search-and-summarization/vss-frag](https://github.com/NVIDIA/skills/tree/main/skills/video-search-and-summarization/vss-frag)** - 使用 VSS video_search_frag 扩展，结合 Long Video Summarization（LVS）、Enterprise RAG 知识检索与人机协同（human-in-the-loop）参数 co...，生成视频摘要报告。
@@ -1597,53 +1606,53 @@ Official skills published by NVIDIA across AI/ML infrastructure projects — Meg
Skills by Google Cloud
-Official Google Cloud skills covering Firebase, BigQuery, Cloud Run, GKE, AlloyDB, Cloud SQL, Gemini Enterprise Agent Platform, networking observability, and the Well-Architected Framework. 19 skills.
+Google Cloud 官方技能，涵盖 Firebase、BigQuery、Cloud Run、GKE、AlloyDB、Cloud SQL、Gemini Enterprise Agent Platform、网络可观测性以及 Well-Architected Framework。共 19 项技能。
-- **[google/cloud/agent-platform-skill-registry](https://github.com/google/skills/tree/main/skills/cloud/agent-platform-skill-registry)** - Interact with the Gemini Enterprise Agent Platform Skill Registry to create and search for available skills.
-- **[google/cloud/alloydb-basics](https://github.com/google/skills/tree/main/skills/cloud/alloydb-basics)** - Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB model context protocol (MCP) tools for automated database operations.
-- **[google/cloud/bigquery-basics](https://github.com/google/skills/tree/main/skills/cloud/bigquery-basics)** - Manages datasets, tables, and jobs in BigQuery, and integrates with BigQuery ML and Gemini for advanced data analytics and AI-driven insights.
-- **[google/cloud/cloud-run-basics](https://github.com/google/skills/tree/main/skills/cloud/cloud-run-basics)** - Manages Cloud Run services, jobs, and worker pools.
-- **[google/cloud/cloud-sql-basics](https://github.com/google/skills/tree/main/skills/cloud/cloud-sql-basics)** - This file generates or explains Cloud SQL resources.
-- **[google/cloud/firebase-basics](https://github.com/google/skills/tree/main/skills/cloud/firebase-basics)** - Use this skill whenever you are working on a project that uses Firebase products or services, especially for mobile or web apps.
-- **[google/cloud/gemini-agents-api](https://github.com/google/skills/tree/main/skills/cloud/gemini-agents-api)** - Manages custom Agent resources on Gemini Enterprise Agent Platform.
-- **[google/cloud/gemini-api](https://github.com/google/skills/tree/main/skills/cloud/gemini-api)** - Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK.
-- **[google/cloud/gemini-interactions-api](https://github.com/google/skills/tree/main/skills/cloud/gemini-interactions-api)** - Guides the usage of Gemini Interactions API on Gemini Enterprise Agent Platform.
-- **[google/cloud/gke-basics](https://github.com/google/skills/tree/main/skills/cloud/gke-basics)** - Plan, create, and configure production-ready Google Kubernetes Engine (GKE) clusters using the golden path Autopilot configuration.
-- **[google/cloud/google-cloud-networking-observability](https://github.com/google/skills/tree/main/skills/cloud/google-cloud-networking-observability)** - Investigates Google Cloud networking issues by analyzing logs, metrics, and diagnostics.
-- **[google/cloud/google-cloud-recipe-auth](https://github.com/google/skills/tree/main/skills/cloud/google-cloud-recipe-auth)** - Provides expert guidance on authenticating and authorizing to Google Cloud services and APIs, covering human users, service identities, Application Default Credentials (ADC), and b...
-- **[google/cloud/google-cloud-recipe-onboarding](https://github.com/google/skills/tree/main/skills/cloud/google-cloud-recipe-onboarding)** - Guidance for a developer's first steps on Google Cloud, covering account creation, billing setup, project management, and deploying a first resource.
-- **[google/cloud/google-cloud-waf-cost-optimization](https://github.com/google/skills/tree/main/skills/cloud/google-cloud-waf-cost-optimization)** - Generates cost optimization guidance for Google Cloud workloads based on the Google Cloud Well-Architected Framework (WAF).
-- **[google/cloud/google-cloud-waf-operational-excellence](https://github.com/google/skills/tree/main/skills/cloud/google-cloud-waf-operational-excellence)** - Generates operations-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Operational Excellence pillar of the Google Cloud Well-Ar...
-- **[google/cloud/google-cloud-waf-performance-optimization](https://github.com/google/skills/tree/main/skills/cloud/google-cloud-waf-performance-optimization)** - Generates performance-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Performance Optimization pillar of the Google Cloud Well...
-- **[google/cloud/google-cloud-waf-reliability](https://github.com/google/skills/tree/main/skills/cloud/google-cloud-waf-reliability)** - Generates reliability-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework.
-- **[google/cloud/google-cloud-waf-security](https://github.com/google/skills/tree/main/skills/cloud/google-cloud-waf-security)** - Generates security-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework (WAF).
-- **[google/cloud/google-cloud-waf-sustainability](https://github.com/google/skills/tree/main/skills/cloud/google-cloud-waf-sustainability)** - Generates sustainability-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework (WAF).
+- **[google/cloud/agent-platform-skill-registry](https://github.com/google/skills/tree/main/skills/cloud/agent-platform-skill-registry)** - 与 Gemini Enterprise Agent Platform Skill Registry 交互，以创建和搜索可用技能。
+- **[google/cloud/alloydb-basics](https://github.com/google/skills/tree/main/skills/cloud/alloydb-basics)** - 管理 AlloyDB for PostgreSQL 的集群、实例和备份，并与 AlloyDB 模型上下文协议（MCP）工具集成，实现自动化数据库操作。
+- **[google/cloud/bigquery-basics](https://github.com/google/skills/tree/main/skills/cloud/bigquery-basics)** - 管理 BigQuery 中的数据集、表和作业，并与 BigQuery ML 和 Gemini 集成，用于高级数据分析和 AI 驱动的洞察。
+- **[google/cloud/cloud-run-basics](https://github.com/google/skills/tree/main/skills/cloud/cloud-run-basics)** - 管理 Cloud Run 服务、作业和工作池。
+- **[google/cloud/cloud-sql-basics](https://github.com/google/skills/tree/main/skills/cloud/cloud-sql-basics)** - 该文件可生成或说明 Cloud SQL 资源。
+- **[google/cloud/firebase-basics](https://github.com/google/skills/tree/main/skills/cloud/firebase-basics)** - 在从事使用 Firebase 产品或服务的项目时（尤其是移动或 Web 应用）可使用此技能。
+- **[google/cloud/gemini-agents-api](https://github.com/google/skills/tree/main/skills/cloud/gemini-agents-api)** - 在 Gemini Enterprise Agent Platform 上管理自定义 Agent 资源。
+- **[google/cloud/gemini-api](https://github.com/google/skills/tree/main/skills/cloud/gemini-api)** - 指导在 Agent Platform 上通过 Google Gen AI SDK 使用 Gemini API。
+- **[google/cloud/gemini-interactions-api](https://github.com/google/skills/tree/main/skills/cloud/gemini-interactions-api)** - 指导在 Gemini Enterprise Agent Platform 上使用 Gemini Interactions API。
+- **[google/cloud/gke-basics](https://github.com/google/skills/tree/main/skills/cloud/gke-basics)** - 使用黄金路径 Autopilot 配置来规划、创建和配置可用于生产的 Google Kubernetes Engine（GKE）集群。
+- **[google/cloud/google-cloud-networking-observability](https://github.com/google/skills/tree/main/skills/cloud/google-cloud-networking-observability)** - 通过分析日志、指标和诊断信息来排查 Google Cloud 网络问题。
+- **[google/cloud/google-cloud-recipe-auth](https://github.com/google/skills/tree/main/skills/cloud/google-cloud-recipe-auth)** - 为 Google Cloud 服务和 API 的身份验证与授权提供专家指导，涵盖人类用户、服务身份、Application Default Credentials（ADC）以及 b...
+- **[google/cloud/google-cloud-recipe-onboarding](https://github.com/google/skills/tree/main/skills/cloud/google-cloud-recipe-onboarding)** - 为开发者在 Google Cloud 上的入门步骤提供指导，涵盖账户创建、计费设置、项目管理以及部署首个资源。
+- **[google/cloud/google-cloud-waf-cost-optimization](https://github.com/google/skills/tree/main/skills/cloud/google-cloud-waf-cost-optimization)** - 基于 Google Cloud Well-Architected Framework（WAF）为 Google Cloud 工作负载生成成本优化指导。
+- **[google/cloud/google-cloud-waf-operational-excellence](https://github.com/google/skills/tree/main/skills/cloud/google-cloud-waf-operational-excellence)** - 基于 Google Cloud Well-Ar... 中卓越运营支柱的设计原则与建议，为 Google Cloud 工作负载生成面向运维的指导。
+- **[google/cloud/google-cloud-waf-performance-optimization](https://github.com/google/skills/tree/main/skills/cloud/google-cloud-waf-performance-optimization)** - 基于 Google Cloud Well... 中性能优化支柱的设计原则与建议，为 Google Cloud 工作负载生成面向性能的指导。
+- **[google/cloud/google-cloud-waf-reliability](https://github.com/google/skills/tree/main/skills/cloud/google-cloud-waf-reliability)** - 基于 Google Cloud Well-Architected Framework 的设计原则与建议，为 Google Cloud 工作负载生成面向可靠性的指导。
+- **[google/cloud/google-cloud-waf-security](https://github.com/google/skills/tree/main/skills/cloud/google-cloud-waf-security)** - 基于 Google Cloud Well-Architected Framework（WAF）的设计原则与建议，为 Google Cloud 工作负载生成面向安全的指导。
+- **[google/cloud/google-cloud-waf-sustainability](https://github.com/google/skills/tree/main/skills/cloud/google-cloud-waf-sustainability)** - 基于 Google Cloud Well-Architected Framework（WAF）的设计原则与建议，为 Google Cloud 工作负载生成面向可持续性的指导。
Skills by RedHat
-Extend the power of AI across your organization with a curated library of skills, agents, and MCP servers—all backed by your Red Hat subscription. Whether you’re an SRE optimizing workflows in Cursor or an architect building intelligent interfaces, leverage trusted building blocks to deploy and scale agentic automation with confidence.
+借助由 Red Hat 订阅支持的精选技能、智能体（agents）和 MCP 服务器库，将 AI 能力扩展到整个组织。无论你是正在 Cursor 中优化工作流的 SRE，还是正在构建智能界面的架构师，都可借助可信构建模块，自信地部署和扩展智能体自动化。
-- **[redhat/cve-skillpack](https://catalog.redhat.com/en/ai/skills/detail/agentic-skill-pack-for-red-hat-customers#agent-and-skills)** - Understand CVEs, check product lifecycle status, gather diagnostics, and file support cases at the right severity — essential Red Hat skills for everyday operations.
+- **[redhat/cve-skillpack](https://catalog.redhat.com/en/ai/skills/detail/agentic-skill-pack-for-red-hat-customers#agent-and-skills)** - 了解 CVE、检查产品生命周期状态、收集诊断信息，并以合适的严重程度提交支持案例——日常运维必备的 Red Hat 技能。
-- **[redhat/sre-skillpack](https://catalog.redhat.com/en/ai/skills/detail/agentic-skill-pack-for-site-reliability-engineers)** - Discover, remediate, and verify CVEs across your RHEL fleet — orchestrating Red Hat Lightspeed and Ansible Automation Platform through a single workflow.
+- **[redhat/sre-skillpack](https://catalog.redhat.com/en/ai/skills/detail/agentic-skill-pack-for-site-reliability-engineers)** - 在整个 RHEL 集群中发现、修复并验证 CVE——通过单一工作流编排 Red Hat Lightspeed 和 Ansible Automation Platform。
-- **[redhat/openshift-skillpack](https://catalog.redhat.com/en/ai/skills/detail/agentic-skill-pack-for-red-hat-openshift)** - Provision, inventory, and report on OpenShift clusters — spanning Assisted Installer, OCM, ROSA, ARO, and kubeconfig fleets — through a single conversational workflow.
+- **[redhat/openshift-skillpack](https://catalog.redhat.com/en/ai/skills/detail/agentic-skill-pack-for-red-hat-openshift)** - 通过单一对话式工作流，对 OpenShift 集群进行配置、清点与报告——覆盖 Assisted Installer、OCM、ROSA、ARO 及 kubeconfig 集群。
-- **[redhat/openshift-virtualization](https://catalog.redhat.com/en/ai/skills/detail/agentic-skill-pack-for-red-hat-openshift-virtualization)** - Manage the full VM lifecycle on OpenShift Virtualization — create, clone, snapshot, restore, rebalance, and report — through a single conversational workflow.
+- **[redhat/openshift-virtualization](https://catalog.redhat.com/en/ai/skills/detail/agentic-skill-pack-for-red-hat-openshift-virtualization)** - 通过单一对话式工作流，在 OpenShift Virtualization 上管理完整的 VM 生命周期——创建、克隆、快照、恢复、重新平衡与报告。
Skills by Cypress
-Official skills published by Cypress to help create, maintain, understand, and fix your Cypress tests. 3 skills.
+Cypress 官方发布的技能，用于帮助创建、维护、理解并修复 Cypress 测试。共 3 项技能。
-- **[cypress-io/cypress-author](https://github.com/cypress-io/ai-toolkit/tree/main/skills/cypress-author)** - Creates, updates, and fixes Cypress E2E and component tests.
-- **[cypress-io/cypress-explain](https://github.com/cypress-io/ai-toolkit/tree/main/skills/cypress-explain)** - Explains Cypress E2E and component tests, and answers questions about Cypress use and behavior.
-- **[cypress-io/cypress-docs](https://github.com/cypress-io/ai-toolkit/tree/main/skills/cypress-docs)** - Search and extract Cypress information from official documentation.
+- **[cypress-io/cypress-author](https://github.com/cypress-io/ai-toolkit/tree/main/skills/cypress-author)** - 创建、更新并修复 Cypress E2E 与组件测试。
+- **[cypress-io/cypress-explain](https://github.com/cypress-io/ai-toolkit/tree/main/skills/cypress-explain)** - 解释 Cypress E2E 与组件测试，并解答有关 Cypress 用法与行为的问题。
+- **[cypress-io/cypress-docs](https://github.com/cypress-io/ai-toolkit/tree/main/skills/cypress-docs)** - 从官方文档中搜索并提取 Cypress 相关信息。
@@ -1653,250 +1662,252 @@ Official skills published by Cypress to help create, maintain, understand, and f
Vector Databases
-- **[qdrant/skills](https://github.com/qdrant/skills)** - Agent skills for Qdrant vector search, covering scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, and Java
+- **[qdrant/skills](https://github.com/qdrant/skills)** - 面向 Qdrant 向量搜索的智能体技能，涵盖扩展、性能优化、搜索质量、监控、部署、模型迁移、版本升级，以及在 Python、TypeScript、Rust、Go、.NET 和 Java 中的 SDK 使用。
Marketing
-- **[BrianRWagner/ai-marketing-skills](https://github.com/BrianRWagner/ai-marketing-skills)** - 17 marketing frameworks for cold outreach, homepage audit, social cards, and more
-- **[AgriciDaniel/claude-seo](https://github.com/AgriciDaniel/claude-seo)** - Universal SEO skill for comprehensive website analysis and optimization
-- **[wshuyi/x-article-publisher-skill](https://github.com/wshuyi/x-article-publisher-skill)** - Publish articles to X/Twitter
-- **[CosmoBlk/email-marketing-bible](https://github.com/CosmoBlk/email-marketing-bible)** - 55K-word email marketing guide as an AI skill
-- **[smixs/creative-director-skill](https://github.com/smixs/creative-director-skill)** - AI creative director with recursive self-assessment: 20+ methodologies (SIT, TRIZ, Bisociation, SCAMPER, Synectics), 3-axis evaluation calibrated against Cannes/D&AD/HumanKind, 5-phase process from brief to presentation
-- **[Xquik-dev/x-twitter-scraper](https://github.com/Xquik-dev/x-twitter-scraper)** - Tweet search, profile tweets, follower export, media, posting, replies, MCP
-- **[Xquik-dev/tweetclaw](https://github.com/Xquik-dev/tweetclaw)** - Post tweets, replies, DMs; search, monitor, run giveaways
-- **[SHADOWPR0/beautiful_prose](https://github.com/SHADOWPR0/beautiful_prose)** - Hard-edged writing style contract for timeless, forceful English prose without AI tics
-- **[blader/humanizer](https://github.com/blader/humanizer)** - Remove signs of AI-generated writing from text, making it sound more natural and human
-- **[MohamedAbdallah-14/unslop](https://github.com/MohamedAbdallah-14/unslop)** - Removes named AI writing tells (tricolons, em-dash pileups, hedging stacks, sycophancy openers, stock vocab like "delve"/"crucial"). Split lint/rewrite modes for auditing your own text without auto-rewriting. Five intensity levels, MIT
-- **[Eronred/aso-skills](https://github.com/Eronred/aso-skills)** - 30+ App Store Optimization skills for keyword research, metadata optimization, competitor analysis, creative optimization, and mobile growth strategies via Appeeky API
-- **[degausai/wonda](https://github.com/degausai/wonda)** - AI content creation: images, video, music, audio, editing, publishing
-- **[gitroomhq/postiz-agent](https://github.com/gitroomhq/postiz-agent)** - Schedule social media posts across 28+ platforms programmatically
-- **[taisly/agent](https://github.com/taisly/agent)** - Codex plugin, Agent Skill, CLI, and MCP server for publishing approved short-form videos to TikTok, Instagram Reels, YouTube Shorts, X, and Facebook through Taisly
-- **[indranilbanerjee/digital-marketing-pro](https://github.com/indranilbanerjee/digital-marketing-pro)** - 150-skill engagement methodology — 12-Part Strategy Flow, 25 specialist agents, EU AI Act Article 50 ready (C2PA signing), 6-platform AEO/GEO incl. Google AI Mode
-- **[infrasity-labs/dev-gtm-claude-skills](https://github.com/infrasity-labs/dev-gtm-claude-skills)**: GTM-focused skill collection for developer go-to-market workflows including launch planning, positioning, and outbound sequences.
-- **[nowork-studio/NotFair](https://github.com/nowork-studio/NotFair)** - SEO, GEO, Google Ads, and Meta Ads skills with live data
-- **[aaron-he-zhu/aaron-marketing-skills](https://github.com/aaron-he-zhu/aaron-marketing-skills)** - 69 marketing skills across SEO/GEO, influencer, paid ads, and email on one shared contract, with 5 benchmark-driven auditor gates (CORE-EEAT, CITE, C³, ROAS, SEND) and keyless data connectors
+- **[BrianRWagner/ai-marketing-skills](https://github.com/BrianRWagner/ai-marketing-skills)** - 17 个营销框架，涵盖冷启动外联、首页审计、社交卡片等
+- **[AgriciDaniel/claude-seo](https://github.com/AgriciDaniel/claude-seo)** - 通用 SEO 技能，用于全面的网站分析与优化
+- **[wshuyi/x-article-publisher-skill](https://github.com/wshuyi/x-article-publisher-skill)** - 将文章发布到 X/Twitter
+- **[CosmoBlk/email-marketing-bible](https://github.com/CosmoBlk/email-marketing-bible)** - 5.5 万字电子邮件营销指南，以 AI 技能形式呈现
+- **[smixs/creative-director-skill](https://github.com/smixs/creative-director-skill)** - 具备递归自评能力的 AI 创意总监：20+ 种方法论（SIT、TRIZ、Bisociation、SCAMPER、Synectics），参照 Cannes/D&AD/HumanKind 校准的三轴评估，从简报到演示的 5 阶段流程
+- **[Xquik-dev/x-twitter-scraper](https://github.com/Xquik-dev/x-twitter-scraper)** - 推文搜索、个人资料推文、粉丝导出、媒体、发帖、回复、MCP
+- **[Xquik-dev/tweetclaw](https://github.com/Xquik-dev/tweetclaw)** - 发布推文、回复、私信；搜索、监控、举办抽奖活动
+- **[SHADOWPR0/beautiful_prose](https://github.com/SHADOWPR0/beautiful_prose)** - 为历久弥新、有力度的英文散文提供硬朗写作风格契约，避免 AI 写作痕迹
+- **[blader/humanizer](https://github.com/blader/humanizer)** - 去除文本中 AI 生成写作的痕迹，使其听起来更自然、更有人味
+- **[MohamedAbdallah-14/unslop](https://github.com/MohamedAbdallah-14/unslop)** - 移除具名 AI 写作特征（三连修辞、破折号堆砌、含糊回避叠层、谄媚式开篇、如 "delve"/"crucial" 等套话词汇）。提供 lint/rewrite 分离模式，便于审计自有文本而不自动改写。五个强度级别，MIT
+- **[Eronred/aso-skills](https://github.com/Eronred/aso-skills)** - 30+ 个 App Store Optimization（应用商店优化）技能，涵盖关键词研究、元数据优化、竞品分析、创意优化，以及通过 Appeeky API 的移动增长策略
+- **[degausai/wonda](https://github.com/degausai/wonda)** - AI 内容创作：图像、视频、音乐、音频、编辑、发布
+- **[gitroomhq/postiz-agent](https://github.com/gitroomhq/postiz-agent)** - 以编程方式在 28+ 个平台上安排社交媒体帖子
+- **[taisly/agent](https://github.com/taisly/agent)** - Codex 插件、Agent Skill、CLI 和 MCP 服务器，通过 Taisly 将已审核的短视频发布到 TikTok、Instagram Reels、YouTube Shorts、X 和 Facebook
+- **[indranilbanerjee/digital-marketing-pro](https://github.com/indranilbanerjee/digital-marketing-pro)** - 150 技能参与方法论——12 部分策略流程、25 个专业代理、符合欧盟 AI 法案第 50 条（C2PA 签名）、涵盖 Google AI Mode 的 6 平台 AEO/GEO
+- **[infrasity-labs/dev-gtm-claude-skills](https://github.com/infrasity-labs/dev-gtm-claude-skills)**: GTM（go-to-market，进入市场）导向的技能集合，面向开发者进入市场工作流，涵盖发布规划、定位与外联序列。
+- **[nowork-studio/NotFair](https://github.com/nowork-studio/NotFair)** - 基于实时数据的 SEO、GEO、Google Ads 和 Meta Ads 技能
+- **[aaron-he-zhu/aaron-marketing-skills](https://github.com/aaron-he-zhu/aaron-marketing-skills)** - 69 个营销技能，统一契约覆盖 SEO/GEO、网红营销、付费广告与电子邮件，配备 5 个基准驱动的审计关卡（CORE-EEAT、CITE、C³、ROAS、SEND）及免密钥数据连接器
-
Productivity and Collaboration
+
生产力与协作
-- **[PSPDFKit-labs/nutrient-agent-skill](https://github.com/PSPDFKit-labs/nutrient-agent-skill)** - Document processing with Nutrient DWS API: convert (PDF/DOCX/XLSX/PPTX/HTML/images), extract text/tables, OCR (20+ languages), redact PII (pattern + AI), watermark, digital signatures, form filling. [MCP server](https://www.npmjs.com/package/@nutrient-sdk/dws-mcp-server) also available.
-- **[notiondevs/Notion Skills for Claude](https://www.notion.so/notiondevs/Notion-Skills-for-Claude-28da4445d27180c7af1df7d8615723d0)** - Skills for working with Notion
-- **[op7418/NanoBanana-PPT-Skills](https://github.com/op7418/NanoBanana-PPT-Skills)** - AI-powered PPT generation with document analysis and styled images
-- **[zarazhangrui/frontend-slides](https://github.com/zarazhangrui/frontend-slides)** - Generate animation-rich HTML presentations with visual style previews
-- **[gokapso/integrate-whatsapp](https://github.com/gokapso/agent-skills/tree/master/skills/integrate-whatsapp)** - Connect WhatsApp, set up webhooks, and send messages
-- **[gokapso/automate-whatsapp](https://github.com/gokapso/agent-skills/tree/master/skills/automate-whatsapp)** - Build WhatsApp automations with workflows and agents
-- **[gokapso/observe-whatsapp](https://github.com/gokapso/agent-skills/tree/master/skills/observe-whatsapp)** - Debug WhatsApp delivery issues and run health checks
-- **[PleasePrompto/notebooklm-skill](https://github.com/PleasePrompto/notebooklm-skill)** - Interact with NotebookLM for document-based conversations
-- **[obra/superpowers-lab](https://github.com/obra/superpowers-lab)** - Lab environment for Claude superpowers
-- **[obra/brainstorming](https://github.com/obra/superpowers/blob/main/skills/brainstorming/SKILL.md)** - Generate and explore ideas
-- **[obra/writing-plans](https://github.com/obra/superpowers/blob/main/skills/writing-plans/SKILL.md)** - Create strategic documentation
-- **[obra/executing-plans](https://github.com/obra/superpowers/blob/main/skills/executing-plans/SKILL.md)** - Implement and run strategic plans
-- **[obra/dispatching-parallel-agents](https://github.com/obra/superpowers/blob/main/skills/dispatching-parallel-agents/SKILL.md)** - Coordinate multiple simultaneous agents
-- **[obra/sharing-skills](https://github.com/obra/superpowers/blob/main/skills/sharing-skills/SKILL.md)** - Distribute and communicate capabilities
-- **[obra/using-superpowers](https://github.com/obra/superpowers/blob/main/skills/using-superpowers/SKILL.md)** - Leverage core platform capabilities
-- **[op7418/Youtube-clipper-skill](https://github.com/op7418/Youtube-clipper-skill)** - YouTube clip generation and editing with automated workflows
-- **[ognjengt/founder-skills](https://github.com/ognjengt/founder-skills)** - Claude skills for founders with packaged startup workflows
-- **[EveryInc/charlie-cfo-skill](https://github.com/EveryInc/charlie-cfo-skill)** - Bootstrapped CFO financial management inspired by Charlie Munger
-- **[openaccountants/openaccountants](https://github.com/openaccountants/openaccountants)** - 371 tax classification skills across 134 countries
-- **[wrsmith108/linear-claude-skill](https://github.com/wrsmith108/linear-claude-skill)** - Manage Linear issues, projects, and teams
-- **[Shpigford/readme](https://github.com/Shpigford/skills/tree/main/readme)** - Generate comprehensive project documentation
-- **[hanfang/claude-memory-skill](https://github.com/hanfang/claude-memory-skill)** - Minimal, low-friction hierarchical memory system with background agents and filesystem-based persistence
-- **[kreuzberg-dev/kreuzberg](https://github.com/kreuzberg-dev/kreuzberg/tree/main/skills/kreuzberg)** - Extract text, tables, and metadata from 62+ document formats
-- **[Paramchoudhary/ResumeSkills](https://github.com/Paramchoudhary/ResumeSkills)** - 20 specialized skills for resume optimization, ATS analysis, interview prep, and career transitions
-- **[RoundTable02/tutor-skills](https://github.com/RoundTable02/tutor-skills)** - Transform docs or codebases into Obsidian StudyVaults with interactive quizzes
-- **[NeoLabHQ/write-concisely](https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/docs/skills/write-concisely)** - Applies the famous *The Elements of Style* book principles to make documentation and writing clearer and more professional by eliminating wordiness and improving structure.
-- **[ReScienceLab/opc-skills](https://github.com/ReScienceLab/opc-skills)** - Agent skills for solopreneurs with SEO, geo, and LLM tools
-- **[SeanZoR/claude-speed-reader](https://github.com/SeanZoR/claude-speed-reader)** - Speed read Claude's responses at 600+ WPM using RSVP with Spritz-style ORP highlighting
-- **[Charlie85270/Dorothy](https://github.com/Charlie85270/Dorothy)** - Orchestrate multiple AI CLI agents with automations and MCP servers
-- **[Digidai/product-manager-skills](https://github.com/Digidai/product-manager-skills)** - Senior PM agent with 30+ frameworks and SaaS metrics
-- **[deusyu/translate-book](https://github.com/deusyu/translate-book)** - Translate books (PDF/DOCX/EPUB) via parallel sub-agents with resume
-- **[mvanhorn/last30days-skill](https://github.com/mvanhorn/last30days-skill)** - Research any topic across Reddit, X, YouTube, HN, Polymarket, and the web, ranked by upvotes, likes, and real money instead of editors
-- **[santifer/career-ops](https://github.com/santifer/career-ops)** - 14-skill collection for AI-powered job search: JD evaluation with A-F scoring, ATS-optimized PDF generation, portal scanners (Greenhouse/Ashby/Lever), interview prep with STAR+R, batch processing, and a Go dashboard TUI
-- **[Linked-API/linkedin](https://github.com/Linked-API/linkedin-skills/tree/main/linkedin)** - Fetch LinkedIn profiles, search people and companies, send messages, manage connections, create posts, react, comment, and run custom LinkedIn workflows from Claude Code, Codex, Cursor, and Windsurf.
-- **[pattern-ai-labs/agentcall](https://github.com/pattern-ai-labs/agentcall)** - Let your AI agents join Google Meet, Zoom, Teams calls and collaborate like a real team-mate.
-- **[Sendmux/skills](https://github.com/Sendmux/skills)** - Sendmux email and mailbox workflows for agents
+- **[PSPDFKit-labs/nutrient-agent-skill](https://github.com/PSPDFKit-labs/nutrient-agent-skill)** - 通过 Nutrient DWS API 进行文档处理：转换（PDF/DOCX/XLSX/PPTX/HTML/图像）、提取文本/表格、OCR（20+ 种语言）、脱敏 PII（模式 + AI）、水印、数字签名、表单填写。[MCP server](https://www.npmjs.com/package/@nutrient-sdk/dws-mcp-server) also available.
+- **[notiondevs/Notion Skills for Claude](https://www.notion.so/notiondevs/Notion-Skills-for-Claude-28da4445d27180c7af1df7d8615723d0)** - 用于与 Notion 协作的技能
+- **[op7418/NanoBanana-PPT-Skills](https://github.com/op7418/NanoBanana-PPT-Skills)** - AI 驱动的 PPT 生成，支持文档分析与风格化图像
+- **[zarazhangrui/frontend-slides](https://github.com/zarazhangrui/frontend-slides)** - 生成动画丰富的 HTML 演示文稿，并提供视觉风格预览
+- **[gokapso/integrate-whatsapp](https://github.com/gokapso/agent-skills/tree/master/skills/integrate-whatsapp)** - 连接 WhatsApp、设置 webhook 并发送消息
+- **[gokapso/automate-whatsapp](https://github.com/gokapso/agent-skills/tree/master/skills/automate-whatsapp)** - 通过工作流与代理构建 WhatsApp 自动化
+- **[gokapso/observe-whatsapp](https://github.com/gokapso/agent-skills/tree/master/skills/observe-whatsapp)** - 调试 WhatsApp 投递问题并运行健康检查
+- **[PleasePrompto/notebooklm-skill](https://github.com/PleasePrompto/notebooklm-skill)** - 与 NotebookLM 交互，进行基于文档的对话
+- **[obra/superpowers-lab](https://github.com/obra/superpowers-lab)** - Claude superpowers 的实验环境
+- **[obra/brainstorming](https://github.com/obra/superpowers/blob/main/skills/brainstorming/SKILL.md)** - 生成并探索创意
+- **[obra/writing-plans](https://github.com/obra/superpowers/blob/main/skills/writing-plans/SKILL.md)** - 撰写战略文档
+- **[obra/executing-plans](https://github.com/obra/superpowers/blob/main/skills/executing-plans/SKILL.md)** - 实施并运行战略计划
+- **[obra/dispatching-parallel-agents](https://github.com/obra/superpowers/blob/main/skills/dispatching-parallel-agents/SKILL.md)** - 协调多个并行代理
+- **[obra/sharing-skills](https://github.com/obra/superpowers/blob/main/skills/sharing-skills/SKILL.md)** - 分发并传达能力
+- **[obra/using-superpowers](https://github.com/obra/superpowers/blob/main/skills/using-superpowers/SKILL.md)** - 运用核心平台能力
+- **[op7418/Youtube-clipper-skill](https://github.com/op7418/Youtube-clipper-skill)** - YouTube 片段生成与编辑，配备自动化工作流
+- **[ognjengt/founder-skills](https://github.com/ognjengt/founder-skills)** - 面向创始人的 Claude 技能，内置打包好的创业工作流
+- **[EveryInc/charlie-cfo-skill](https://github.com/EveryInc/charlie-cfo-skill)** - 受 Charlie Munger 启发的自力更生型 CFO 财务管理
+- **[openaccountants/openaccountants](https://github.com/openaccountants/openaccountants)** - 覆盖 134 个国家的 371 项税务分类技能
+- **[wrsmith108/linear-claude-skill](https://github.com/wrsmith108/linear-claude-skill)** - 管理 Linear 议题、项目与团队
+- **[Shpigford/readme](https://github.com/Shpigford/skills/tree/main/readme)** - 生成全面的项目文档
+- **[hanfang/claude-memory-skill](https://github.com/hanfang/claude-memory-skill)** - 极简、低摩擦的分层记忆系统，配备后台代理与基于文件系统的持久化
+- **[kreuzberg-dev/kreuzberg](https://github.com/kreuzberg-dev/kreuzberg/tree/main/skills/kreuzberg)** - 从 62+ 种文档格式中提取文本、表格与元数据
+- **[Paramchoudhary/ResumeSkills](https://github.com/Paramchoudhary/ResumeSkills)** - 20 项专业技能，涵盖简历优化、ATS 分析、面试准备与职业转型
+- **[RoundTable02/tutor-skills](https://github.com/RoundTable02/tutor-skills)** - 将文档或代码库转换为带互动测验的 Obsidian StudyVault
+- **[NeoLabHQ/write-concisely](https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/docs/skills/write-concisely)** - 运用经典著作 *The Elements of Style* 的原则，通过消除赘语并改进结构，使文档与写作更清晰、更专业
+- **[ReScienceLab/opc-skills](https://github.com/ReScienceLab/opc-skills)** - 面向个体创业者的 Agent 技能，集成 SEO、geo 与 LLM 工具
+- **[SeanZoR/claude-speed-reader](https://github.com/SeanZoR/claude-speed-reader)** - 以 600+ WPM 速读 Claude 回复，采用 RSVP 与 Spritz 风格 ORP 高亮
+- **[Charlie85270/Dorothy](https://github.com/Charlie85270/Dorothy)** - 通过自动化与 MCP 服务器编排多个 AI CLI 代理
+- **[Digidai/product-manager-skills](https://github.com/Digidai/product-manager-skills)** - 高级 PM 代理，内置 30+ 框架与 SaaS 指标
+- **[deusyu/translate-book](https://github.com/deusyu/translate-book)** - 通过可恢复的并行子代理翻译图书（PDF/DOCX/EPUB）
+- **[mvanhorn/last30days-skill](https://github.com/mvanhorn/last30days-skill)** - 跨 Reddit、X、YouTube、HN、Polymarket 与全网研究任意主题，按点赞、喜欢与真金白银排序，而非编辑精选
+- **[santifer/career-ops](https://github.com/santifer/career-ops)** - 14 项技能的 AI 求职套件：A-F 评分的 JD 评估、ATS 优化 PDF 生成、门户扫描器（Greenhouse/Ashby/Lever）、STAR+R 面试准备、批处理，以及 Go 仪表盘 TUI
+- **[Linked-API/linkedin](https://github.com/Linked-API/linkedin-skills/tree/main/linkedin)** - 从 Claude Code、Codex、Cursor 和 Windsurf 获取 LinkedIn 个人资料、搜索人与公司、发送消息、管理连接、创建帖子、点赞、评论，并运行自定义 LinkedIn 工作流
+- **[pattern-ai-labs/agentcall](https://github.com/pattern-ai-labs/agentcall)** - 让你的 AI 代理加入 Google Meet、Zoom、Teams 通话，像真实队友一样协作
+- **[Sendmux/skills](https://github.com/Sendmux/skills)** - 面向代理的 Sendmux 电子邮件与邮箱工作流
-
Development and Testing
+
开发与测试
-- **[robzolkos/skill-rails-upgrade](https://github.com/robzolkos/skill-rails-upgrade)** - Analyze Rails apps and provide upgrade assessments
-- **[Shpigford/screenshots](https://github.com/Shpigford/skills/tree/main/screenshots)** - Generate marketing screenshots with Playwright
-- **[antonbabenko/terraform-skill](https://github.com/antonbabenko/terraform-skill)** - Terraform and OpenTofu patterns: testing, modules, state, CI/CD.
-- **[zxkane/aws-skills](https://github.com/zxkane/aws-skills)** - AWS development with infrastructure automation and cloud architecture patterns
-- **[Rootly-AI-Labs/rootly-incident-responder](https://github.com/Rootly-AI-Labs/Rootly-MCP-server/blob/main/examples/skills/rootly-incident-responder.md)** - AI-powered incident response with ML similarity matching, solution suggestions, and on-call coordination. Requires [Rootly MCP Server](https://github.com/Rootly-AI-Labs/Rootly-MCP-server)
-- **[conorluddy/ios-simulator-skill](https://github.com/conorluddy/ios-simulator-skill)** - Control iOS Simulator
-- **[ramzesenok/iOS-Accessibility-Audit-Skill](https://github.com/ramzesenok/iOS-Accessibility-Audit-Skill)** - Audit iOS App against Accessibility norms
-- **[truongduy2611/app-store-preflight-skills](https://github.com/truongduy2611/app-store-preflight-skills)** - Scan iOS/macOS projects to catch common mistakes that lead to App Store rejection before submission
-- **[coderabbitai/skills](https://github.com/coderabbitai/skills)** - Code review and PR autofix workflows for coding agents
-- **[sanjay3290/postgres](https://github.com/sanjay3290/ai-skills/tree/main/skills/postgres)** - Execute safe read-only SQL queries against PostgreSQL databases
-- **[sanjay3290/deep-research](https://github.com/sanjay3290/ai-skills/tree/main/skills/deep-research)** - Autonomous multi-step research using Gemini Deep Research Agent
-- **[jthack/ffuf-claude-skill](https://github.com/jthack/ffuf_claude_skill)** - Web fuzzing with ffuf
-- **[lackeyjb/playwright-skill](https://github.com/lackeyjb/playwright-skill)** - Browser automation with Playwright
-- **[ibelick/ui-skills](https://github.com/ibelick/ui-skills)** - Opinionated, evolving constraints to guide agents when building interfaces
-- **[muthuishere/hand-drawn-diagrams](https://github.com/muthuishere/hand-drawn-diagrams)** - Generate hand-drawn Excalidraw diagrams from a prompt — animated SVG, hosted edit link, and PNG export. Works with Claude Code, Codex, Gemini CLI, and any agent supporting standard skill paths
-- **[nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill)** - UI/UX design patterns and best practices
-- **[ehmo/platform-design-skills](https://github.com/ehmo/platform-design-skills)** - 300+ design rules from Apple HIG, Material Design 3, and WCAG 2.2 for cross-platform apps
-- **[scarletkc/vexor](https://github.com/scarletkc/vexor)** - Vector-powered CLI for semantic file search with a Claude/Codex skill
-- **[obra/test-driven-development](https://github.com/obra/superpowers/blob/main/skills/test-driven-development/SKILL.md)** - Write tests before implementing code
-- **[obra/subagent-driven-development](https://github.com/obra/superpowers/blob/main/skills/subagent-driven-development/SKILL.md)** - Development using multiple sub-agents
-- **[obra/systematic-debugging](https://github.com/obra/superpowers/blob/main/skills/systematic-debugging/SKILL.md)** - Methodical problem-solving in code
-- **[obra/root-cause-tracing](https://github.com/obra/superpowers/blob/main/skills/root-cause-tracing/SKILL.md)** - Investigate and identify fundamental problems
-- **[obra/testing-skills-with-subagents](https://github.com/obra/superpowers/blob/main/skills/testing-skills-with-subagents/SKILL.md)** - Collaborative testing approaches
-- **[obra/testing-anti-patterns](https://github.com/obra/superpowers/blob/main/skills/testing-anti-patterns/SKILL.md)** - Identify ineffective testing practices
-- **[obra/finishing-a-development-branch](https://github.com/obra/superpowers/blob/main/skills/finishing-a-development-branch/SKILL.md)** - Complete Git code branches
-- **[obra/requesting-code-review](https://github.com/obra/superpowers/blob/main/skills/requesting-code-review/SKILL.md)** - Initiate code review processes
-- **[obra/receiving-code-review](https://github.com/obra/superpowers/blob/main/skills/receiving-code-review/SKILL.md)** - Process and incorporate code feedback
-- **[obra/using-git-worktrees](https://github.com/obra/superpowers/blob/main/skills/using-git-worktrees/SKILL.md)** - Manage multiple Git working trees
-- **[obra/verification-before-completion](https://github.com/obra/superpowers/blob/main/skills/verification-before-completion/SKILL.md)** - Validate work before finalizing
-- **[obra/condition-based-waiting](https://github.com/obra/superpowers/blob/main/skills/condition-based-waiting/SKILL.md)** - Manage conditional pauses or delays
-- **[obra/commands](https://github.com/obra/superpowers/tree/main/skills/commands)** - Create and manage command structures
-- **[obra/writing-skills](https://github.com/obra/superpowers/blob/main/skills/writing-skills/SKILL.md)** - Develop and document capabilities
-- **[fvadicamo/dev-agent-skills](https://github.com/fvadicamo/dev-agent-skills)** - Git and GitHub workflow skills for commits, PRs, and code reviews
-- **[omkamal/pypict-skill](https://github.com/omkamal/pypict-claude-skill/blob/main/SKILL.md)** - Pairwise test generation
-- **[alinaqi/claude-bootstrap](https://github.com/alinaqi/claude-bootstrap)** - Opinionated project initialization with security-first guardrails, spec-driven atomic todos, LLM testing patterns, and CLI tool orchestration (gh, vercel, supabase)
-- **[ZhangHanDong/makepad-skills](https://github.com/ZhangHanDong/makepad-skills)** - Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting.
-- **[massimodeluisa/recursive-decomposition-skill](https://github.com/massimodeluisa/recursive-decomposition-skill)** - Handle long-context tasks (100+ files, 50k+ tokens) through recursive decomposition strategies based on RLM research
-- **[AvdLee/swiftui-expert-skill](https://github.com/AvdLee/SwiftUI-Agent-Skill/tree/main/swiftui-expert-skill)** - Modern SwiftUI best practices and iOS 26+ Liquid Glass adoption
-- **[efremidze/swift-patterns-skill](https://github.com/efremidze/swift-patterns-skill/tree/main/swift-patterns)** - Modern Swift/SwiftUI best practices
-- **[Joannis/claude-skills](https://github.com/Joannis/claude-skills)** - Swift Server development guidance with linting tool for best practices
-- **[rudrankriyam/app-store-connect-cli-skills](https://github.com/rudrankriyam/app-store-connect-cli-skills)** - Automate App Store deployments and management using ASC CLI
-- **[rameerez/claude-code-startup-skills](https://github.com/rameerez/claude-code-startup-skills)** - Skills for building and running software startups, apps, and SaaS
-- **[zscole/model-hierarchy-skill](https://github.com/zscole/model-hierarchy-skill)** - Cost-optimized model routing based on task complexity
-- **[CloudAI-X/threejs-skills](https://github.com/CloudAI-X/threejs-skills)** - Three.js skills for creating 3D elements and interactive experiences
-- **[Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill)** - High-agency frontend skill that gives AI good taste with tunable design variance, motion intensity, and visual density to stop generic UI slop
-- **[testdino-hq/playwright-skill](https://github.com/testdino-hq/playwright-skill)** - 70+ production-tested Playwright automation testing patterns: E2E, POM, CI/CD, migrations, CLI
-- **[NeoLabHQ/code-review](https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/code-review)** - Comprehensive PR code review using specialized agents: bug-hunter, security-auditor, code-quality-reviewer, contracts-reviewer, historical-context-reviewer, test-coverage-reviewer
-- **[NeoLabHQ/reflexion](https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/reflexion)** - Self-refinement loop that forces the LLM to reflect on previous output and correct itself.
-- **[NeoLabHQ/sdd](https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/sdd)** - Spec-driven development workflow that transforms prompts into production-ready implementations through structured planning, architecture design, and LLM-as-a-Judge based quality gates.
-- **[NeoLabHQ/ddd](https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/ddd)** - Domain-driven development skills that also include Clean Architecture, SOLID principles, and design patterns.
-- **[NeoLabHQ/sadd](https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/sadd)** - Dispatches independent subagents for individual tasks with code review checkpoints between iterations for rapid, controlled development.
-- **[NeoLabHQ/kaizen](https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/kaizen)** - Applies continuous improvement methodology with multiple analytical approaches, based on Japanese Kaizen philosophy and Lean methodology.
-- **[hamelsmu/eval-audit](https://github.com/hamelsmu/prompts/tree/main/evals-skills/skills/eval-audit)** - Audit LLM eval pipelines and surface problems
-- **[hamelsmu/error-analysis](https://github.com/hamelsmu/prompts/tree/main/evals-skills/skills/error-analysis)** - Systematically identify failure modes in LLM pipelines
-- **[hamelsmu/generate-synthetic-data](https://github.com/hamelsmu/prompts/tree/main/evals-skills/skills/generate-synthetic-data)** - Create diverse synthetic test inputs for LLM evals
-- **[hamelsmu/write-judge-prompt](https://github.com/hamelsmu/prompts/tree/main/evals-skills/skills/write-judge-prompt)** - Design LLM-as-Judge evaluators for subjective criteria
-- **[hamelsmu/validate-evaluator](https://github.com/hamelsmu/prompts/tree/main/evals-skills/skills/validate-evaluator)** - Calibrate LLM judges against human labels
-- **[hamelsmu/evaluate-rag](https://github.com/hamelsmu/prompts/tree/main/evals-skills/skills/evaluate-rag)** - Evaluate RAG retrieval and generation quality
-- **[uucz/moyu](https://github.com/uucz/moyu)** - Anti-over-engineering skill with 5 variants and 10 platforms
-- **[hamelsmu/build-review-interface](https://github.com/hamelsmu/prompts/tree/main/evals-skills/skills/build-review-interface)** - Build annotation interfaces for reviewing LLM traces
-- **[mattpocock/skills](https://github.com/mattpocock/skills)** - 17 dev workflow skills: PRD writing, TDD, codebase architecture, git guardrails, issue triage, refactoring plans, and more
-- **[mukul975/Anthropic-Cybersecurity-Skills](https://github.com/mukul975/Anthropic-Cybersecurity-Skills)** - 753 cybersecurity skills across 38 domains: cloud security, pentesting, red teaming, DFIR, malware analysis, threat intel, and more (MITRE ATT&CK mapped)
-- **[wrsmith108/varlock-claude-skill](https://github.com/wrsmith108/varlock-claude-skill)** - Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits
-- **[Skill_Seekers](https://github.com/yusufkaraaslan/Skill_Seekers)** - Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes
-- **[NoizAI/skills](https://github.com/NoizAI/skills)** - Human-like TTS workflows with local/cloud APIs and app delivery
-- **[Kevin7Qi/codex-collab](https://github.com/Kevin7Qi/codex-collab)** - Collaborate with Codex from Claude Code
-- **[ethos-link/rails-conventions](https://github.com/ethos-link/rails-conventions)** - Rails 8 conventions for consistent production code changes
-- **[ShunsukeHayashi/agent-skill-bus](https://github.com/ShunsukeHayashi/agent-skill-bus)** - Self-improving task orchestration for AI agent systems
-- **[mcollina/skills](https://github.com/mcollina/skills/tree/main/skills)** - 11 skills by Matteo Collina: Node.js, Fastify, TypeScript, OAuth, Git/GitHub, ESLint neostandard, documentation (Diataxis), Node.js core internals, skill optimizer, and more
-- **[Lum1104/understand-anything](https://github.com/Lum1104/Understand-Anything)** - Interactive codebase knowledge graphs via multi-agent LLM analysis
-- **[hqhq1025/skill-optimizer](https://github.com/hqhq1025/skill-optimizer)** - Diagnose and optimize Agent Skills (SKILL.md) with real session data and research-backed static analysis. Works with Claude Code, Codex, and any Agent Skills-compatible agent
-- **[LambdaTest/agent-skills](https://github.com/LambdaTest/agent-skills)** - TestMu AI (Formerly LambdaTest) Skills is a curated collection of Agent Skills that teach AI coding assistants how to write production-grade test automation.
-- **[foryourhealth111-pixel/Vibe-Skills](https://github.com/foryourhealth111-pixel/Vibe-Skills)** - A skills governed plug-and-play harness for staged, test-driven skill orchestration
-- **[metalbear-co/skills](https://github.com/metalbear-co/skills)** - Skills that let agents code and test against your Kubernetes cluster using mirrord
-- **[dembrandt/dembrandt-skills](https://github.com/dembrandt/dembrandt-skills)** - UX and design system skills: hierarchy, typography, accessibility, interactions
-- **[GanyuanRan/Aegis](https://github.com/GanyuanRan/Aegis)** - Evidence-driven method pack for AI coding agents
-- **[baskduf/codex-fable5](https://github.com/baskduf/FableCodex/tree/main/plugins/codex-fable5/skills/codex-fable5)** - Evidence-based workflow gates for Codex
-- **[csthink/dashmotion](https://github.com/csthink/dashmotion/tree/main/skills/dashmotion)** - Animated technical diagrams from plain English or Mermaid, self-contained HTML/SVG
+- **[robzolkos/skill-rails-upgrade](https://github.com/robzolkos/skill-rails-upgrade)** - 分析 Rails 应用并提供升级评估
+- **[Shpigford/screenshots](https://github.com/Shpigford/skills/tree/main/screenshots)** - 使用 Playwright 生成营销截图
+- **[antonbabenko/terraform-skill](https://github.com/antonbabenko/terraform-skill)** - Terraform 与 OpenTofu 模式：测试、模块、状态、CI/CD。
+- **[zxkane/aws-skills](https://github.com/zxkane/aws-skills)** - 面向基础设施自动化与云架构模式的 AWS 开发
+- **[Rootly-AI-Labs/rootly-incident-responder](https://github.com/Rootly-AI-Labs/Rootly-MCP-server/blob/main/examples/skills/rootly-incident-responder.md)** - AI 驱动的事件响应，具备 ML 相似度匹配、解决方案建议与值班协调。需要 [Rootly MCP Server](https://github.com/Rootly-AI-Labs/Rootly-MCP-server)
+- **[conorluddy/ios-simulator-skill](https://github.com/conorluddy/ios-simulator-skill)** - 控制 iOS Simulator
+- **[ramzesenok/iOS-Accessibility-Audit-Skill](https://github.com/ramzesenok/iOS-Accessibility-Audit-Skill)** - 根据无障碍规范审计 iOS 应用
+- **[truongduy2611/app-store-preflight-skills](https://github.com/truongduy2611/app-store-preflight-skills)** - 扫描 iOS/macOS 项目，在提交前捕获易导致 App Store 拒审的常见错误
+- **[coderabbitai/skills](https://github.com/coderabbitai/skills)** - 面向编码代理的代码审查与 PR 自动修复工作流
+- **[sanjay3290/postgres](https://github.com/sanjay3290/ai-skills/tree/main/skills/postgres)** - 对 PostgreSQL 数据库执行安全的只读 SQL 查询
+- **[sanjay3290/deep-research](https://github.com/sanjay3290/ai-skills/tree/main/skills/deep-research)** - 使用 Gemini Deep Research Agent 进行自主多步骤研究
+- **[jthack/ffuf-claude-skill](https://github.com/jthack/ffuf_claude_skill)** - 使用 ffuf 进行 Web 模糊测试
+- **[lackeyjb/playwright-skill](https://github.com/lackeyjb/playwright-skill)** - 使用 Playwright 进行浏览器自动化
+- **[ibelick/ui-skills](https://github.com/ibelick/ui-skills)** - 带有明确主张且持续演进的约束，用于指导代理构建界面
+- **[muthuishere/hand-drawn-diagrams](https://github.com/muthuishere/hand-drawn-diagrams)** - 根据提示生成手绘风格 Excalidraw 图表——动画 SVG、托管编辑链接与 PNG 导出。兼容 Claude Code、Codex、Gemini CLI 及任何支持标准 skill 路径的代理
+- **[nextlevelbuilder/ui-ux-pro-max-skill](https://github.com/nextlevelbuilder/ui-ux-pro-max-skill)** - UI/UX 设计模式与最佳实践
+- **[ehmo/platform-design-skills](https://github.com/ehmo/platform-design-skills)** - 面向跨平台应用的 300+ 条设计规则，源自 Apple HIG、Material Design 3 与 WCAG 2.2
+- **[scarletkc/vexor](https://github.com/scarletkc/vexor)** - 基于向量的 CLI，用于语义文件搜索，并提供 Claude/Codex skill
+- **[obra/test-driven-development](https://github.com/obra/superpowers/blob/main/skills/test-driven-development/SKILL.md)** - 在实现代码之前编写测试
+- **[obra/subagent-driven-development](https://github.com/obra/superpowers/blob/main/skills/subagent-driven-development/SKILL.md)** - 使用多个子代理进行开发
+- **[obra/systematic-debugging](https://github.com/obra/superpowers/blob/main/skills/systematic-debugging/SKILL.md)** - 在代码中进行系统化的问题排查
+- **[obra/root-cause-tracing](https://github.com/obra/superpowers/blob/main/skills/root-cause-tracing/SKILL.md)** - 调查并识别根本问题
+- **[obra/testing-skills-with-subagents](https://github.com/obra/superpowers/blob/main/skills/testing-skills-with-subagents/SKILL.md)** - 协作式测试方法
+- **[obra/testing-anti-patterns](https://github.com/obra/superpowers/blob/main/skills/testing-anti-patterns/SKILL.md)** - 识别无效的测试实践
+- **[obra/finishing-a-development-branch](https://github.com/obra/superpowers/blob/main/skills/finishing-a-development-branch/SKILL.md)** - 完成 Git 代码分支
+- **[obra/requesting-code-review](https://github.com/obra/superpowers/blob/main/skills/requesting-code-review/SKILL.md)** - 发起代码审查流程
+- **[obra/receiving-code-review](https://github.com/obra/superpowers/blob/main/skills/receiving-code-review/SKILL.md)** - 处理并吸收代码反馈
+- **[obra/using-git-worktrees](https://github.com/obra/superpowers/blob/main/skills/using-git-worktrees/SKILL.md)** - 管理多个 Git 工作树
+- **[obra/verification-before-completion](https://github.com/obra/superpowers/blob/main/skills/verification-before-completion/SKILL.md)** - 在最终定稿前验证工作成果
+- **[obra/condition-based-waiting](https://github.com/obra/superpowers/blob/main/skills/condition-based-waiting/SKILL.md)** - 管理基于条件的暂停或延迟
+- **[obra/commands](https://github.com/obra/superpowers/tree/main/skills/commands)** - 创建并管理命令结构
+- **[obra/writing-skills](https://github.com/obra/superpowers/blob/main/skills/writing-skills/SKILL.md)** - 开发并记录能力
+- **[fvadicamo/dev-agent-skills](https://github.com/fvadicamo/dev-agent-skills)** - 面向提交、PR 与代码审查的 Git 与 GitHub 工作流技能
+- **[omkamal/pypict-skill](https://github.com/omkamal/pypict-claude-skill/blob/main/SKILL.md)** - 成对测试生成
+- **[alinaqi/claude-bootstrap](https://github.com/alinaqi/claude-bootstrap)** - 带有明确主张的项目初始化，包含安全优先护栏、规格驱动的原子化待办、LLM 测试模式，以及 CLI 工具编排（gh、vercel、supabase）
+- **[ZhangHanDong/makepad-skills](https://github.com/ZhangHanDong/makepad-skills)** - 面向 Rust 应用的 Makepad UI 开发技能：搭建、模式、着色器、打包与故障排查。
+- **[massimodeluisa/recursive-decomposition-skill](https://github.com/massimodeluisa/recursive-decomposition-skill)** - 通过基于 RLM 研究的递归分解策略处理长上下文任务（100+ 文件、50k+ token）
+- **[AvdLee/swiftui-expert-skill](https://github.com/AvdLee/SwiftUI-Agent-Skill/tree/main/swiftui-expert-skill)** - 现代 SwiftUI 最佳实践与 iOS 26+ Liquid Glass 适配
+- **[efremidze/swift-patterns-skill](https://github.com/efremidze/swift-patterns-skill/tree/main/swift-patterns)** - 现代 Swift/SwiftUI 最佳实践
+- **[Joannis/claude-skills](https://github.com/Joannis/claude-skills)** - Swift Server 开发指南，附带用于最佳实践的 lint 工具
+- **[rudrankriyam/app-store-connect-cli-skills](https://github.com/rudrankriyam/app-store-connect-cli-skills)** - 使用 ASC CLI 自动化 App Store 部署与管理
+- **[rameerez/claude-code-startup-skills](https://github.com/rameerez/claude-code-startup-skills)** - 用于构建并运营软件初创公司、应用与 SaaS 的技能
+- **[zscole/model-hierarchy-skill](https://github.com/zscole/model-hierarchy-skill)** - 基于任务复杂度的成本优化模型路由
+- **[CloudAI-X/threejs-skills](https://github.com/CloudAI-X/threejs-skills)** - 用于创建 3D 元素与交互体验的 Three.js 技能
+- **[Leonxlnx/taste-skill](https://github.com/Leonxlnx/taste-skill)** - 高自主性前端技能，通过可调的设计差异、动效强度与视觉密度赋予 AI 良好品味，避免千篇一律的 UI
+- **[testdino-hq/playwright-skill](https://github.com/testdino-hq/playwright-skill)** - 70+ 条经生产验证的 Playwright 自动化测试模式：E2E、POM、CI/CD、迁移、CLI
+- **[NeoLabHQ/code-review](https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/code-review)** - 使用专用代理进行全面 PR 代码审查：bug-hunter、security-auditor、code-quality-reviewer、contracts-reviewer、historical-context-reviewer、test-coverage-reviewer
+- **[NeoLabHQ/reflexion](https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/reflexion)** - 自我精炼循环，迫使 LLM 反思先前输出并自我纠正。
+- **[NeoLabHQ/sdd](https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/sdd)** - 规格驱动开发工作流，通过结构化规划、架构设计与基于 LLM-as-a-Judge 的质量门禁，将提示转化为可上线的实现。
+- **[NeoLabHQ/ddd](https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/ddd)** - 领域驱动开发技能，同时涵盖 Clean Architecture、SOLID 原则与设计模式。
+- **[NeoLabHQ/sadd](https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/sadd)** - 为各项任务分派独立子代理，在迭代之间设置代码审查检查点，以实现快速且可控的开发。
+- **[NeoLabHQ/kaizen](https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/kaizen)** - 基于日式 Kaizen 哲学与精益方法论，应用持续改进方法论与多种分析方法。
+- **[hamelsmu/eval-audit](https://github.com/hamelsmu/prompts/tree/main/evals-skills/skills/eval-audit)** - 审计 LLM 评估流水线并暴露问题
+- **[hamelsmu/error-analysis](https://github.com/hamelsmu/prompts/tree/main/evals-skills/skills/error-analysis)** - 系统化识别 LLM 流水线中的失败模式
+- **[hamelsmu/generate-synthetic-data](https://github.com/hamelsmu/prompts/tree/main/evals-skills/skills/generate-synthetic-data)** - 为 LLM 评估创建多样化的合成测试输入
+- **[hamelsmu/write-judge-prompt](https://github.com/hamelsmu/prompts/tree/main/evals-skills/skills/write-judge-prompt)** - 为主观标准设计 LLM-as-a-Judge 评估器
+- **[hamelsmu/validate-evaluator](https://github.com/hamelsmu/prompts/tree/main/evals-skills/skills/validate-evaluator)** - 根据人工标注校准 LLM 评判器
+- **[hamelsmu/evaluate-rag](https://github.com/hamelsmu/prompts/tree/main/evals-skills/skills/evaluate-rag)** - 评估 RAG 检索与生成质量
+- **[uucz/moyu](https://github.com/uucz/moyu)** - 反过度工程化技能，含 5 种变体与 10 个平台
+- **[hamelsmu/build-review-interface](https://github.com/hamelsmu/prompts/tree/main/evals-skills/skills/build-review-interface)** - 构建用于审查 LLM 追踪记录的标注界面
+- **[mattpocock/skills](https://github.com/mattpocock/skills)** - 17 项开发工作流技能：PRD 撰写、TDD、代码库架构、Git 护栏、Issue 分诊、重构计划等
+- **[mukul975/Anthropic-Cybersecurity-Skills](https://github.com/mukul975/Anthropic-Cybersecurity-Skills)** - 跨 38 个领域的 753 项网络安全技能：云安全、渗透测试、红队、DFIR、恶意软件分析、威胁情报等（映射 MITRE ATT&CK）
+- **[wrsmith108/varlock-claude-skill](https://github.com/wrsmith108/varlock-claude-skill)** - 安全的环境变量管理，确保密钥绝不会暴露在 Claude 会话、终端、日志或 git 提交中
+- **[Skill_Seekers](https://github.com/yusufkaraaslan/Skill_Seekers)** - 在数分钟内自动将文档网站、GitHub 仓库与 PDF 转换为 Claude AI 技能
+- **[NoizAI/skills](https://github.com/NoizAI/skills)** - 拟人化 TTS 工作流，支持本地/云端 API 与应用交付
+- **[Kevin7Qi/codex-collab](https://github.com/Kevin7Qi/codex-collab)** - 从 Claude Code 与 Codex 协作
+- **[ethos-link/rails-conventions](https://github.com/ethos-link/rails-conventions)** - Rails 8 约定，用于保持一致的生产代码变更
+- **[ShunsukeHayashi/agent-skill-bus](https://github.com/ShunsukeHayashi/agent-skill-bus)** - 面向 AI 代理系统的自我改进型任务编排
+- **[mcollina/skills](https://github.com/mcollina/skills/tree/main/skills)** - Matteo Collina 的 11 项技能：Node.js、Fastify、TypeScript、OAuth、Git/GitHub、ESLint neostandard、文档（Diataxis）、Node.js 核心内部机制、skill 优化器等
+- **[Lum1104/understand-anything](https://github.com/Lum1104/Understand-Anything)** - 通过多代理 LLM 分析构建交互式代码库知识图谱
+- **[hqhq1025/skill-optimizer](https://github.com/hqhq1025/skill-optimizer)** - 基于真实会话数据与研究支撑的静态分析，诊断并优化 Agent Skills（SKILL.md）。兼容 Claude Code、Codex 及任何兼容 Agent Skills 的代理
+- **[LambdaTest/agent-skills](https://github.com/LambdaTest/agent-skills)** - TestMu AI（前身为 LambdaTest）Skills 是精选的 Agent Skills 集合，教导 AI 编码助手如何编写生产级测试自动化。
+- **[foryourhealth111-pixel/Vibe-Skills](https://github.com/foryourhealth111-pixel/Vibe-Skills)** - 受技能治理的即插即用框架，用于分阶段、测试驱动的技能编排
+- **[metalbear-co/skills](https://github.com/metalbear-co/skills)** - 让代理使用 mirrord 针对你的 Kubernetes 集群编写代码并测试的技能
+- **[dembrandt/dembrandt-skills](https://github.com/dembrandt/dembrandt-skills)** - UX 与设计系统技能：层级、字体排版、无障碍、交互
+- **[GanyuanRan/Aegis](https://github.com/GanyuanRan/Aegis)** - 面向 AI 编码代理的证据驱动方法包
+- **[baskduf/codex-fable5](https://github.com/baskduf/FableCodex/tree/main/plugins/codex-fable5/skills/codex-fable5)** - 面向 Codex 的基于证据的工作流门禁
+- **[csthink/dashmotion](https://github.com/csthink/dashmotion/tree/main/skills/dashmotion)** - 从纯英文或 Mermaid 生成动画技术图表，输出自包含 HTML/SVG
-
Context Engineering
+
上下文工程（Context Engineering）
-- **[muratcankoylan/context-fundamentals](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-fundamentals)** - Understand what context is, why it matters, and the anatomy of context in agent systems
-- **[muratcankoylan/context-degradation](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-degradation)** - Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash
-- **[muratcankoylan/context-compression](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-compression)** - Design and evaluate compression strategies for long-running sessions
-- **[muratcankoylan/context-optimization](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-optimization)** - Apply compaction, masking, and caching strategies
-- **[muratcankoylan/multi-agent-patterns](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/multi-agent-patterns)** - Master orchestrator, peer-to-peer, and hierarchical multi-agent architectures
-- **[muratcankoylan/memory-systems](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/memory-systems)** - Design short-term, long-term, and graph-based memory architectures
-- **[muratcankoylan/tool-design](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/tool-design)** - Build tools that agents can use effectively, including architectural reduction patterns
-- **[muratcankoylan/evaluation](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/evaluation)** - Build evaluation frameworks for agent systems
-- **[k-kolomeitsev/data-structure-protocol](https://github.com/k-kolomeitsev/data-structure-protocol)** - Graph-based long-term memory skill for AI (LLM) coding agents — faster context, fewer tokens, safer refactors
-- **[awrshift/claude-memory-kit](https://github.com/awrshift/claude-memory-kit)** - Persistent memory with hooks, wiki, and daily synthesis for multi-project workflows
-- **[NeoLabHQ/prompt-engineering](https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/customaize-agent/skills/prompt-engineering)** - Widely used prompt engineering techniques and patterns, including Anthropic best practices and agent persuasion principles.
-- **[sametbrr/llm-wiki-manager](https://github.com/sametbrr/llm-wiki-manager)** - Persistent LLM-managed personal wiki — the model writes, cross-references, and maintains the knowledge base while you curate sources. Implements Karpathy's LLM Wiki pattern with 8 operating modes.
-- **[Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)** - Multi-platform search CLI for 17 sites including Chinese platforms
-- **[Tubo2333/obsidian-knowledge-brain](https://github.com/Tubo2333/obsidian-knowledge-brain)** - Cross-session knowledge memory and rule evolution for AI coding agents
+- **[muratcankoylan/context-fundamentals](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-fundamentals)** - 理解什么是上下文、为何重要，以及智能体（agent）系统中上下文的构成
+- **[muratcankoylan/context-degradation](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-degradation)** - 识别上下文失效模式：lost-in-middle（中间迷失）、poisoning（污染）、distraction（干扰）与 clash（冲突）
+- **[muratcankoylan/context-compression](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-compression)** - 为长期运行的会话设计并评估压缩策略
+- **[muratcankoylan/context-optimization](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/context-optimization)** - 应用压缩（compaction）、掩码（masking）与缓存策略
+- **[muratcankoylan/multi-agent-patterns](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/multi-agent-patterns)** - 掌握编排器（orchestrator）、点对点（peer-to-peer）与层级式多智能体架构
+- **[muratcankoylan/memory-systems](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/memory-systems)** - 设计短期、长期与基于图（graph-based）的记忆架构
+- **[muratcankoylan/tool-design](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/tool-design)** - 构建智能体能高效使用的工具，包括架构简化（architectural reduction）模式
+- **[muratcankoylan/evaluation](https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/tree/main/skills/evaluation)** - 为智能体系统构建评估框架
+- **[k-kolomeitsev/data-structure-protocol](https://github.com/k-kolomeitsev/data-structure-protocol)** - 面向 AI（LLM）编码智能体的基于图的长期记忆技能 — 更快的上下文、更少的 token、更安全的重构
+- **[awrshift/claude-memory-kit](https://github.com/awrshift/claude-memory-kit)** - 面向多项目工作流的持久化记忆：hooks、wiki 与每日综合汇总
+- **[NeoLabHQ/prompt-engineering](https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/customaize-agent/skills/prompt-engineering)** - 广泛使用的提示工程（prompt engineering）技术与模式，包括 Anthropic 最佳实践与智能体说服（agent persuasion）原则。
+- **[sametbrr/llm-wiki-manager](https://github.com/sametbrr/llm-wiki-manager)** - 由 LLM 管理的持久化个人 wiki — 你负责策展来源，模型负责撰写、交叉引用与维护知识库。以 8 种运行模式实现 Karpathy 的 LLM Wiki 模式。
+- **[Panniantong/Agent-Reach](https://github.com/Panniantong/Agent-Reach)** - 覆盖 17 个站点（含中文平台）的多平台搜索 CLI
+- **[Tubo2333/obsidian-knowledge-brain](https://github.com/Tubo2333/obsidian-knowledge-brain)** - 面向 AI 编码智能体的跨会话知识记忆与规则演化
-
Specialized Domains
+
专业领域
-- **[shouldnotappearcalm/a-share-skill](https://github.com/shouldnotappearcalm/a-share-skill)** - China A-share (Shanghai/Shenzhen) skills: real-time quotes, K-line history, technical indicators, events, capital flows, sector heatmaps, and paper trading. Works with Claude Code, Cursor, Codex, and Qoder
-- **[transloadit/skills](https://github.com/transloadit/skills/tree/main/skills)** - Transloadit skill collection (6)
-- **[honeydew-ai/honeydew-ai-coding-agents-plugins](https://github.com/honeydew-ai/honeydew-ai-coding-agents-plugins)** - 11 skills for the Honeydew semantic layer over Snowflake, Databricks, and BigQuery: model exploration, entity/relation/attribute/metric/context/domain creation, validation, query, filtering, and workspace branching
-- **[raintree-technology/apple-hig-skills](https://github.com/raintree-technology/apple-hig-skills)** - Apple Human Interface Guidelines as 14 agent skills covering platforms, foundations, components, patterns, inputs, and technologies for iOS, macOS, visionOS, watchOS, and tvOS
-- **[K-Dense-AI/claude-scientific-skills](https://github.com/K-Dense-AI/claude-scientific-skills)** - Scientific research and analysis skills
-- **[NotMyself/claude-win11-speckit-update-skill](https://github.com/NotMyself/claude-win11-speckit-update-skill)** - Windows 11 system management
-- **[sanjay3290/imagen](https://github.com/sanjay3290/ai-skills/tree/main/skills/imagen)** - Generate images using Google Gemini's API
-- **[jeffersonwarrior/claudisms](https://github.com/jeffersonwarrior/claudisms)** - SMS messaging integration
-- **[SHADOWPR0/security-bluebook-builder](https://github.com/SHADOWPR0/security-bluebook-builder)** - Build security Blue Books for sensitive apps
-- **[obra/defense-in-depth](https://github.com/obra/superpowers/blob/main/skills/defense-in-depth/SKILL.md)** - Multi-layered security approaches
-- **[huifer/Claude-Ally-Health](https://github.com/huifer/Claude-Ally-Health)** - A health assistant skill for medical information analysis, symptom tracking, and wellness guidance.
-- **[frmoretto/clarity-gate](https://github.com/frmoretto/clarity-gate)** - Epistemic quality verification for RAG systems
-- **[wanshuiyin/Auto-claude-code-research-in-sleep](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep)** - Autonomous ML research with cross-model review loops and GPU deployment
-- **[zechenzhangAGI/AI-research-SKILLs](https://github.com/zechenzhangAGI/AI-research-SKILLs)** - 77 AI research skills for model training, inference, and MLOps
-- **[Orchestra-Research/AI-research-SKILLs](https://github.com/Orchestra-Research/AI-research-SKILLs)** - 20-module AI research skill library for model architecture, training, and ML paper writing
-- **[komal-SkyNET/claude-skill-homeassistant](https://github.com/komal-SkyNET/claude-skill-homeassistant)** - Supercharge and manage Home Assistant workflows
-- **[more-io/apple-bridges](https://github.com/more-io/claude-apple-bridges)** - Native macOS app access — manage Apple Reminders, Calendar, Contacts, Notes, Mail, and tmux sessions via Swift CLI bridges
-- **[hanhuark/mechanical-engineering-research-skill](https://github.com/hanhuark/mechanical-engineering-research-skill)** - Thermal-fluid research writing, proposals, DOE, and presentation feedback
-- **[prompt-security/clawsec](https://github.com/prompt-security/clawsec)** - Security skill suite with drift detection, automated audits, and skill integrity verification
-- **[BehiSecc/vibesec](https://github.com/BehiSecc/VibeSec-Skill)** - Helps write secure code by preventing common vulnerabilities including IDOR, XSS, SQL injection, SSRF, and weak authentication, approaching code from a bug hunter's perspective
-- **[lawvable/awesome-legal-skills](https://github.com/lawvable/awesome-legal-skills)** - Curated agent skills for automating legal workflows
-- **[peas/genealogy-research](https://paulo.com.br/skills/genealogy-research/SKILL.md)** - Genealogy research agent with OCR, FamilySearch, YAML data, and human-in-the-loop
-- **[zw008/VMware-AIops](https://github.com/zw008/VMware-AIops)** - AI-powered VMware vCenter/ESXi monitoring and operations: inventory queries, health/alarms, VM lifecycle (create, delete, snapshot, clone, migrate), vSAN management, Aria Operations analytics, and scheduled log scanning. Supports Claude Code, Gemini CLI, Codex, Aider, Trae, Kimi, and MCP.
-- **[video-db/skills](https://github.com/video-db/skills)** - Realtime and batch video workflows: capture screen/audio, ingest URLs/YouTube/RTSP, transcribe, index, search, generate subtitles, edit timelines, and stream HLS output
-- **[materials-simulation-skills](https://github.com/HeshamFS/materials-simulation-skills)** - Agent skills for computational materials science: numerical stability, time-stepping, linear solvers, mesh generation, simulation validation, parameter optimization, and post-processing
-- **[Ericyoung-183/alpha-insights](https://github.com/Ericyoung-183/alpha-insights)** - Harness-enforced business research for Claude Code and Codex
-- **[takechanman1228/claude-ecom](https://github.com/takechanman1228/claude-ecom)** - Ecommerce CSV to business review with KPI decomposition
-- **[talkstream/ru-text](https://github.com/talkstream/ru-text)** - Russian text quality: ~1,040 rules for typography, info-style, editorial, UX writing, business correspondence. Cross-platform: Claude Code, Codex CLI, Gemini CLI, Cursor.
-- **[helius-labs/helius-skills](https://github.com/helius-labs/core-ai/tree/main/helius-skills)** - Ship Solana apps end-to-end; transaction sending, asset queries, real-time streaming, token swaps, prediction markets, browser wallets, and deep research into protocol internals all powered by Helius APIs, DFlow trading, and Phantom wallet integrations
-- **[meodai/skill.color-expert](https://github.com/meodai/skill.color-expert)** - Color science expert skill with 286K words of reference material covering OKLCH/OKLAB, palette generation, accessibility/contrast, color naming, pigment mixing, and historical color theory
-- **[aklofas/kicad-happy](https://github.com/aklofas/kicad-happy)** - AI-powered KiCad electronics design review and analysis
-- **[bitwize-music-studio/claude-ai-music-skills](https://github.com/bitwize-music-studio/claude-ai-music-skills)** - Full-lifecycle AI music album production
-- **[Alisa0808/vibe-creating-skill](https://github.com/Alisa0808/vibe-creating-skill)** - Rewrites a rough idea or shot script into text-to-video prompts
+- **[shouldnotappearcalm/a-share-skill](https://github.com/shouldnotappearcalm/a-share-skill)** - 中国 A 股（沪/深）技能：实时行情、K 线历史、技术指标、事件、资金流向、板块热力图与模拟交易。兼容 Claude Code、Cursor、Codex 与 Qoder
+- **[transloadit/skills](https://github.com/transloadit/skills/tree/main/skills)** - Transloadit 技能合集（6 项）
+- **[honeydew-ai/honeydew-ai-coding-agents-plugins](https://github.com/honeydew-ai/honeydew-ai-coding-agents-plugins)** - 面向 Snowflake、Databricks 与 BigQuery 上 Honeydew 语义层的 11 项技能：模型探索，实体/关系/属性/指标/上下文/领域创建，验证、查询、筛选与工作区分支
+- **[raintree-technology/apple-hig-skills](https://github.com/raintree-technology/apple-hig-skills)** - 将 Apple Human Interface Guidelines 拆分为 14 项智能体技能，涵盖 iOS、macOS、visionOS、watchOS 与 tvOS 的平台、基础、组件、模式、输入与技术
+- **[K-Dense-AI/claude-scientific-skills](https://github.com/K-Dense-AI/claude-scientific-skills)** - 科学研究与分析技能
+- **[NotMyself/claude-win11-speckit-update-skill](https://github.com/NotMyself/claude-win11-speckit-update-skill)** - Windows 11 系统管理
+- **[sanjay3290/imagen](https://github.com/sanjay3290/ai-skills/tree/main/skills/imagen)** - 使用 Google Gemini API 生成图像
+- **[jeffersonwarrior/claudisms](https://github.com/jeffersonwarrior/claudisms)** - 短信（SMS）消息集成
+- **[SHADOWPR0/security-bluebook-builder](https://github.com/SHADOWPR0/security-bluebook-builder)** - 为敏感应用构建安全 Blue Book
+- **[obra/defense-in-depth](https://github.com/obra/superpowers/blob/main/skills/defense-in-depth/SKILL.md)** - 多层纵深安全（defense in depth）方案
+- **[huifer/Claude-Ally-Health](https://github.com/huifer/Claude-Ally-Health)** - 健康助手技能：医疗信息分析、症状追踪与健康指导。
+- **[frmoretto/clarity-gate](https://github.com/frmoretto/clarity-gate)** - 面向 RAG 系统的认知质量（epistemic quality）验证
+- **[wanshuiyin/Auto-claude-code-research-in-sleep](https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep)** - 自主机器学习研究：跨模型评审循环与 GPU 部署
+- **[zechenzhangAGI/AI-research-SKILLs](https://github.com/zechenzhangAGI/AI-research-SKILLs)** - 77 项 AI 研究技能，覆盖模型训练、推理与 MLOps
+- **[Orchestra-Research/AI-research-SKILLs](https://github.com/Orchestra-Research/AI-research-SKILLs)** - 20 模块 AI 研究技能库：模型架构、训练与 ML 论文写作
+- **[komal-SkyNET/claude-skill-homeassistant](https://github.com/komal-SkyNET/claude-skill-homeassistant)** - 增强并管理 Home Assistant 工作流
+- **[more-io/apple-bridges](https://github.com/more-io/claude-apple-bridges)** - 原生 macOS 应用访问 — 通过 Swift CLI 桥接管理 Apple 提醒事项、日历、通讯录、备忘录、邮件与 tmux 会话
+- **[hanhuark/mechanical-engineering-research-skill](https://github.com/hanhuark/mechanical-engineering-research-skill)** - 热流体研究写作、申请书、DOE 与答辩反馈
+- **[prompt-security/clawsec](https://github.com/prompt-security/clawsec)** - 安全技能套件：漂移检测、自动化审计与技能完整性校验
+- **[BehiSecc/vibesec](https://github.com/BehiSecc/VibeSec-Skill)** - 以漏洞猎手视角帮助编写安全代码，防范 IDOR、XSS、SQL 注入、SSRF 与弱认证等常见漏洞
+- **[lawvable/awesome-legal-skills](https://github.com/lawvable/awesome-legal-skills)** - 精选智能体技能，用于自动化法律工作流
+- **[peas/genealogy-research](https://paulo.com.br/skills/genealogy-research/SKILL.md)** - 族谱研究智能体：OCR、FamilySearch、YAML 数据与人机协同（human-in-the-loop）
+- **[zw008/VMware-AIops](https://github.com/zw008/VMware-AIops)** - AI 驱动的 VMware vCenter/ESXi 监控与运维：清单查询、健康/告警、虚拟机生命周期（创建、删除、快照、克隆、迁移）、vSAN 管理、Aria Operations 分析与定时日志扫描。支持 Claude Code、Gemini CLI、Codex、Aider、Trae、Kimi 与 MCP。
+- **[video-db/skills](https://github.com/video-db/skills)** - 实时与批量视频工作流：采集屏幕/音频，摄取 URL/YouTube/RTSP，转写、索引、搜索，生成字幕，编辑时间线，并流式输出 HLS
+- **[materials-simulation-skills](https://github.com/HeshamFS/materials-simulation-skills)** - 计算材料科学智能体技能：数值稳定性、时间步进、线性求解器、网格生成、仿真验证、参数优化与后处理
+- **[Ericyoung-183/alpha-insights](https://github.com/Ericyoung-183/alpha-insights)** - 面向 Claude Code 与 Codex 的 Harness 强制业务研究
+- **[takechanman1228/claude-ecom](https://github.com/takechanman1228/claude-ecom)** - 电商 CSV 转业务复盘，含 KPI 分解
+- **[talkstream/ru-text](https://github.com/talkstream/ru-text)** - 俄语文本质量：约 1,040 条排版、信息风格、编辑、UX 写作与商务信函规则。跨平台：Claude Code、Codex CLI、Gemini CLI、Cursor。
+- **[helius-labs/helius-skills](https://github.com/helius-labs/core-ai/tree/main/helius-skills)** - 端到端交付 Solana 应用；交易发送、资产查询、实时流、代币兑换、预测市场、浏览器钱包，以及基于 Helius API、DFlow 交易与 Phantom 钱包集成的协议内部深度研究
+- **[meodai/skill.color-expert](https://github.com/meodai/skill.color-expert)** - 色彩科学专家技能，含 286K 词参考资料，覆盖 OKLCH/OKLAB、调色板生成、可访问性/对比度、色彩命名、颜料混合与历史色彩理论
+- **[aklofas/kicad-happy](https://github.com/aklofas/kicad-happy)** - AI 驱动的 KiCad 电子设计评审与分析
+- **[bitwize-music-studio/claude-ai-music-skills](https://github.com/bitwize-music-studio/claude-ai-music-skills)** - AI 音乐专辑全生命周期制作
+- **[Alisa0808/vibe-creating-skill](https://github.com/Alisa0808/vibe-creating-skill)** - 将粗略创意或分镜脚本改写为文生视频（text-to-video）提示词
+
+
n8n Automation
-- **[czlonkowski/n8n-code-javascript](https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-code-javascript)** - JavaScript in n8n Code nodes with data access patterns
-- **[czlonkowski/n8n-code-python](https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-code-python)** - Python coding in n8n Code nodes with limitations
-- **[czlonkowski/n8n-expression-syntax](https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-expression-syntax)** - n8n expression syntax with {{}} and $json/$node variables
-- **[czlonkowski/n8n-mcp-tools-expert](https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-mcp-tools-expert)** - MCP tools guide with tool selection and node formats
-- **[czlonkowski/n8n-node-configuration](https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-node-configuration)** - Node configuration with dependency rules and AI connections
-- **[czlonkowski/n8n-validation-expert](https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-validation-expert)** - Fix n8n validation errors with error catalog
-- **[czlonkowski/n8n-workflow-patterns](https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-workflow-patterns)** - Workflow patterns for webhook, HTTP, database, and AI tasks
+- **[czlonkowski/n8n-code-javascript](https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-code-javascript)** - 在 n8n Code 节点中使用 JavaScript，涵盖数据访问模式
+- **[czlonkowski/n8n-code-python](https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-code-python)** - 在 n8n Code 节点中使用 Python，并说明相关限制
+- **[czlonkowski/n8n-expression-syntax](https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-expression-syntax)** - n8n 表达式语法，包括 {{}} 以及 $json/$node 变量
+- **[czlonkowski/n8n-mcp-tools-expert](https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-mcp-tools-expert)** - MCP 工具指南，涵盖工具选择与节点格式
+- **[czlonkowski/n8n-node-configuration](https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-node-configuration)** - 节点配置，包括依赖规则与 AI 连接
+- **[czlonkowski/n8n-validation-expert](https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-validation-expert)** - 修复 n8n 校验错误，附错误目录
+- **[czlonkowski/n8n-workflow-patterns](https://github.com/czlonkowski/n8n-skills/tree/main/skills/n8n-workflow-patterns)** - 工作流模式，适用于 webhook、HTTP、数据库与 AI 任务
-## 🔒 Security Notice
+## 🔒 安全提示
-Skills in this list are curated, not audited. They may be updated, modified, or replaced by their original maintainers at any time after being added here.
+本列表中的 Skills 经过精选，但未经过安全审计。在被收录后，原作者维护者可能随时对其进行更新、修改或替换。
-Before installing or using any Agent Skill, review potential security risks and validate the source yourself.
+在安装或使用任何 Agent Skill 之前，请自行评估潜在安全风险并验证来源。
-Recommended tools:
+推荐工具：
- [Synk Skill Security Scanner](https://github.com/snyk/agent-scan)
- [Agent Trust Hub](https://ai.gendigital.com/agent-trust-hub)
-Agent skills can include prompt injections, tool poisoning, hidden malware payloads, or unsafe data handling patterns. Always review the code and use skills at your own discretion.
+Agent Skill 可能包含提示注入（prompt injection）、工具投毒（tool poisoning）、隐藏的恶意软件载荷，或不安全的数据处理模式。请务必审查代码，并自行斟酌后使用。
-## Skills Paths for Other AI Coding Assistants
+## 其他 AI 编程助手的 Skills 路径
| Tool | Project Path | Global Path | Official Docs |
|------|-------------|-------------|---------------|
@@ -1910,40 +1921,40 @@ Agent skills can include prompt injections, tool poisoning, hidden malware paylo
| Windsurf | `.windsurf/skills/` | `~/.codeium/windsurf/skills/` | [Windsurf Cascade Skills](https://docs.windsurf.com/windsurf/cascade/skills) |
-## Skill Quality Standards
+## Skill 质量标准
-As the ecosystem grows, consistent quality helps agents discover and use skills reliably. The following references and criteria keep the bar high.
+随着生态不断壮大，一致的质量标准有助于 Agent 可靠地发现并使用 Skills。以下参考资料与准则有助于维持较高水准。
-### Quality Criteria
+### 质量标准
| Area | Guideline |
|------|-----------|
-| **Description** | Write in third person. State *what* the skill does and *when* to use it. Use specific keywords agents can match on (e.g., "PostgreSQL migration" not "database stuff"). |
-| **Progressive disclosure** | Keep top-level metadata under ~100 tokens. Skill body should stay below 500 lines. Load resources (large docs, schemas) on demand, not inline. |
-| **No absolute paths** | Never hard-code machine-specific paths like `/Users/alice/`. Use relative paths or well-known variables (`$HOME`, `$PROJECT_ROOT`). |
-| **Scoped tools** | Request only the tools the skill actually needs. Avoid blanket `"tools": ["*"]`. Declare tool dependencies explicitly. |
+| **Description** | 使用第三人称撰写。说明该 Skill *做什么*以及*何时*使用。使用 Agent 可匹配的具体关键词（例如用 "PostgreSQL migration" 而非 "database stuff"）。 |
+| **Progressive disclosure** | 顶层元数据控制在约 100 tokens 以内。Skill 正文应少于 500 行。按需加载资源（大型文档、schema），不要内联嵌入。 |
+| **No absolute paths** | 切勿硬编码机器相关路径，例如 `/Users/alice/`。应使用相对路径或公认变量（`$HOME`、`$PROJECT_ROOT`）。 |
+| **Scoped tools** | 仅申请该 Skill 实际需要的工具。避免笼统使用 `"tools": ["*"]`。应明确声明工具依赖。 |
-## 🤝 Contributing
+## 🤝 贡献
-We welcome contributions! See [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines.
+欢迎贡献！请参阅 [CONTRIBUTING.md](CONTRIBUTING.md) 了解指南。
-- Submit new skills via PR
-- Improve existing definitions
+- 通过 PR 提交新 Skills
+- 改进现有定义
-**Note:** Please don't submit skills you created 3 hours ago. We're now focusing on community-adopted skills, especially those published by development teams and proven in real-world usage. Quality over quantity.
+**注意：** 请勿提交你 3 小时前才创建的 Skills。我们目前更关注社区已采纳的 Skills，尤其是由开发团队发布并在实际使用中验证过的项目。质量优先于数量。
-## Contributor ♥️ Thanks
+## 贡献者 ♥️ 致谢
-## License
+## 许可证
-MIT License - see [LICENSE](LICENSE)
+MIT License - 详见 [LICENSE](LICENSE)
-This is a curated list. Skills listed here are created and maintained by their respective authors and teams, not by us. We select community-adopted, proven skills and do not audit, endorse, or guarantee the security or correctness of listed projects. They are not security-audited and should be reviewed before production use.
+这是一份精选列表。此处列出的 Skills 由各自作者与团队创建和维护，并非由我们创建。我们筛选的是社区已采纳、经过验证的 Skills，不对所列项目进行审计、背书或就其安全性与正确性作出保证。它们未经安全审计，在生产环境使用前应自行审查。
-If you find an issue with a listed skill or want your skill removed, please [open an issue](https://github.com/VoltAgent/awesome-agent-skills/issues) and we'll take care of it promptly.
+若你发现某 listed Skill 存在问题，或希望移除你的 Skill，请 [open an issue](https://github.com/VoltAgent/awesome-agent-skills/issues)，我们会尽快处理。
[codex-badge]: https://img.shields.io/github/stars/VoltAgent/awesome-codex-subagents?style=classic&label=Codex%20Subagents&color=000000&logo=data:image/svg%2bxml;base64,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
[codex-link]: https://github.com/VoltAgent/awesome-codex-subagents
-## Table of Contents
+## 目录
-### Official Skills by
+### 各团队官方技能
| | | | |
|---|---|---|---|
@@ -93,1503 +99,1506 @@ The most contributed Agent Skills repository, built and maintained together with