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Agent Skill · 研究检索

discover-frontend(发现前端)

用于辅助前端页面、组件、样式和交互逻辑的开发与维护。它适合让 Agent 生成或审查 React、Next.js、Vue、Tailwind、CSS 等相关代码,整理组件结构,或定位布局和性能问题。使用时需要结合项目现有设计系统、路由和构建方式,避免只生成孤立片段;涉及页面改动时,应配合本地预览和构建检查确认视觉效果。

discover-frontend 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为操作浏览器;许可证为 MIT,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 38,652。

总安装 1,529周安装 65GitHub Stars 101下载 536核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:discover-frontend(发现前端)
来源仓库:https://github.com/rand/cc-polymath
仓库路径:skills/discover-frontend
安装命令:
npx skills add https://github.com/rand/cc-polymath --skill discover-frontend
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/rand/cc-polymath --skill discover-frontend

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

用于前端组件与 UI 开发的技能发现。适合 React、Next.js、 Vue、Tailwind 与无障碍设计。可自动激活于页面构建场景,discover-frontend 属于研究检索类 Skill,可作为该场景下的辅助能力补充。提供状态管理与性能优化建议。

适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/discover-frontend

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/rand/cc-polymath --skill discover-frontend;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要操作浏览器,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

discover-frontend 怎么安装?

在终端执行 npx skills add https://github.com/rand/cc-polymath --skill discover-frontend。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

discover-frontend 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

discover-frontend 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

discover-frontend 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

discover-frontend 用的人多吗?

公开数据是累计安装 1,529 次,近一周安装 65 次,下载 536 次,GitHub 101 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

discover-frontend 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
discover-frontend

发现前端 · 本页

1,529101操作浏览器MIT通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Frontend Skills Discovery

Provides automatic access to comprehensive frontend development skills.

When This Skill Activates

This skill auto-activates when you're working with:

  • React component development
  • Next.js applications and App Router
  • State management (Context, Zustand, Redux)
  • Data fetching (SWR, React Query, Server Actions)
  • Form handling and validation
  • Web accessibility (WCAG, ARIA)
  • Frontend performance optimization
  • SEO and metadata
  • UI/UX design implementation
  • terminal user interfaces
  • TUI
  • Bubble Tea
  • Ratatui
  • terminal UI
  • text-based interfaces
  • ncurses

Available Skills

Quick Reference

The Frontend category contains 16 skills across 2 subcategories (+ elegant-design):

Frontend (11 skills):

  1. react-component-patterns - Component design, composition, hooks, performance
  2. nextjs-app-router - Next.js 14+ App Router, Server Components, routing
  3. react-state-management - Context, Zustand, Redux Toolkit patterns
  4. react-data-fetching - SWR, React Query, Server Actions, data patterns
  5. react-form-handling - React Hook Form, Zod validation, form patterns
  6. web-accessibility - WCAG 2.1 AA compliance, ARIA, keyboard navigation
  7. frontend-performance - Bundle optimization, Core Web Vitals, code splitting
  8. nextjs-seo - SEO with Next.js, metadata API, structured data
  9. web-workers - Web Workers API, message passing, offloading computation
  10. browser-concurrency - Service Workers, SharedWorkers, Worklets, PWAs
  11. elegant-design/SKILL.md - World-class accessible interfaces (separate Agent Skill)

TUI (5 skills): See ../tui/INDEX.md

Load Full Category Details

Read../frontend/INDEX.md Read../tui/INDEX.md

Common Workflows

New Next.js Application

Sequence: App Router → Components → Data Fetching

Read../frontend/nextjs-app-router.md # Setup routing, layouts Read../frontend/react-component-patterns.md # Build components Read../frontend/react-data-fetching.md # Fetch data

Elegant UI Design

Sequence: Design System → Components → Accessibility

Note: elegant-design auto-activates as separate Agent Skill

for design-focused work (shadcn/ui, accessible interfaces, etc.)

Read../frontend/react-component-patterns.md Read../frontend/web-accessibility.md

Form Implementation

Sequence: Form Handling → State Management

Read../frontend/react-form-handling.md # Build forms Read../frontend/react-state-management.md # Manage form state

Production Optimization

Sequence: Performance → Accessibility → SEO

Read../frontend/frontend-performance.md # Optimize bundle Read../frontend/web-accessibility.md # Ensure accessibility Read../frontend/nextjs-seo.md # Optimize SEO

CPU-Intensive Features & PWAs

Sequence: Workers → Concurrency → Performance

Read../frontend/web-workers.md # Offload heavy computation Read../frontend/browser-concurrency.md # Service Workers, offline support Read../frontend/frontend-performance.md # Optimize overall performance

Skill Selection Guide

React Component Patterns → react-component-patterns.md:

  • Component architecture and composition
  • Custom hooks
  • Performance optimization (memo, useMemo, useCallback)
  • Design patterns (compound components, render props, HOCs)

Next.js App Router → nextjs-app-router.md:

  • Server Components vs Client Components
  • Routing and layouts
  • Data fetching patterns
  • Streaming and Suspense
  • Route handlers and API routes

State Management → react-state-management.md:

  • When to use Context vs external state libraries
  • Zustand for simple global state
  • Redux Toolkit for complex state
  • Server state vs client state

Data Fetching → react-data-fetching.md:

  • SWR for client-side fetching
  • React Query (TanStack Query) for advanced patterns
  • Next.js Server Actions
  • Data mutation patterns
  • Caching strategies

Forms → react-form-handling.md:

  • React Hook Form for performance
  • Zod for validation
  • Form state management
  • Error handling
  • File uploads

Accessibility → web-accessibility.md:

  • WCAG 2.1 AA compliance
  • ARIA attributes
  • Keyboard navigation
  • Screen reader support
  • Color contrast and focus management

Performance → frontend-performance.md:

  • Bundle size optimization
  • Code splitting and lazy loading
  • Core Web Vitals
  • Image optimization
  • Font optimization
  • Runtime performance

SEO → nextjs-seo.md:

  • Next.js Metadata API
  • Open Graph and Twitter cards
  • Structured data (JSON-LD)
  • Sitemap and robots.txt
  • Dynamic metadata

Web Workers → web-workers.md:

  • Offloading heavy computation
  • Web Workers API and message passing
  • Transferable objects for zero-copy
  • React integration with custom hooks
  • Worker pools for parallel processing
  • TypeScript type safety

Browser Concurrency → browser-concurrency.md:

  • Service Workers for offline support and PWAs
  • SharedWorkers for cross-tab state
  • Audio/Paint/Animation Worklets
  • Background sync and push notifications
  • Caching strategies
  • BroadcastChannel for cross-tab messaging

Integration with Other Skills

Frontend skills commonly combine with:

API skills (discover-api):

  • Consuming REST APIs
  • GraphQL client integration
  • API error handling in UI
  • Authentication flows

Testing skills (discover-testing):

  • Component testing
  • E2E testing with Playwright
  • Visual regression testing
  • Accessibility testing

Design (elegant-design Agent Skill):

  • shadcn/ui components
  • Accessible design patterns
  • Chat/terminal/code UIs
  • Streaming interfaces
  • Design systems

Database skills (discover-database):

  • Server Actions with database queries
  • ORM integration in Server Components
  • Real-time data updates

Deployment skills (discover-deployment):

  • Vercel deployment
  • Netlify deployment
  • Performance monitoring
  • CDN configuration

Progressive Loading

This gateway skill enables progressive loading:

  • Level 1: Gateway loads automatically (you're here now)
  • Level 2: Load category INDEX.md (~4K tokens) for full overview
  • Level 3: Load specific skills (~3-4K tokens each) as needed

Total context: 2K + 4K + skill(s) = 6-12K tokens vs 25K+ for entire index.

Quick Start Examples

"Build a Next.js app with App Router": Read../frontend/nextjs-app-router.md

"Create reusable React components": Read../frontend/react-component-patterns.md

"Implement global state management": Read../frontend/react-state-management.md

"Build a form with validation": Read../frontend/react-form-handling.md

"Optimize my app performance": Read../frontend/frontend-performance.md

"Make my app accessible": Read../frontend/web-accessibility.md

"Improve SEO": Read../frontend/nextjs-seo.md

"Offload heavy computation": Read../frontend/web-workers.md

"Build a PWA with offline support": Read../frontend/browser-concurrency.md

React vs Next.js Decision

Use React (Vite) when:

  • Building SPAs or client-heavy apps
  • Don't need SSR or SSG
  • Want full control over routing
  • Building component libraries

Use Next.js when:

  • Need SEO (Server-Side Rendering)
  • Want file-based routing
  • Need API routes
  • Building full-stack apps
  • Want optimal performance out of the box

State Management Decision

Use Component State (useState) when:

  • State is local to a component
  • Simple state that doesn't need sharing

Use Context when:

  • Sharing state across a few components
  • Theme, auth, or user preferences
  • Not frequently updated

Use Zustand when:

  • Need global state
  • Want simple API
  • State updates are moderate

Use Redux Toolkit when:

  • Complex state logic
  • Need middleware (sagas, thunks)
  • Large team with established patterns
  • Time-travel debugging needed

For detailed guidance: Read../frontend/react-state-management.md

Data Fetching Decision

Server Components (Next.js App Router):

  • Default choice for Next.js 14+
  • Fetch on server, zero client JS
  • Direct database access

Server Actions (Next.js):

  • For mutations and form handling
  • Progressive enhancement
  • Type-safe with TypeScript

SWR:

  • Client-side data fetching
  • Built-in caching
  • Optimistic updates
  • Focus on user experience

React Query:

  • Advanced caching strategies
  • Complex data dependencies
  • Offline support
  • DevTools for debugging

For detailed patterns: Read../frontend/react-data-fetching.md

Usage Instructions

  1. Auto-activation: This skill loads automatically when Claude Code detects frontend work
  2. Browse skills: Run Read../frontend/INDEX.md for full category overview
  3. Load specific skills: Use bash commands above to load individual skills
  4. Follow workflows: Use recommended sequences for common patterns
  5. elegant-design: Note that elegant-design is a separate Agent Skill that auto-activates for UI design work

Next Steps: Run Read../frontend/INDEX.md to see full category details, or load specific skills using the bash commands above.

平台分布

Claude Code

27.92%
按下载量换算150

Antigravity

24.88%
按下载量换算133

OpenCode

16.31%
按下载量换算87

Codex

10.9%
按下载量换算58

Gemini CLI

7.06%
按下载量换算38

windsurf

3.6%
按下载量换算19

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。

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