AI Skeleton

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Skill

Skill was introduced by Anthropic, but it is now widely adopted by other code agents. There are many kinds of skills used in a wide range of tasks beyond coding.

Here I want to maintain some of the skills that are widely used and meaningful for me in my day-to-day work.

skill management

At the very beginning, when skills were not widely adopted, we could only install skills with claude plugin install from a plugin or copy the skill contents to ~/.claude/skills or .claude/skills. As usage has grown, many third-party tools now manage and install skills for different code agents.

  • add-skill to install skills via npx add-skill <owner/repo>
  • skills.sh npx skills add vercel-labs/agent-skills, underlying it uses add-skill
  • openskills npx openskills install anthropics/skills

Skills collections

As so many skills have been created and even more are emerging, we pick those we find valuable for work and life.

clarify

  • clarify-skill:一个基于三套哲学系统的 AI Skill,帮你把模糊的想法变成精准的指令或清晰的决策。

Coding

  • UI / Design

    • npx skills add vercel-labs/agent-skills: it has several skills

      • vercel-react-best-practices: Comprehensive performance optimization guide for React and Next.js applications, maintained by Vercel. Contains 45 rules across 8 categories, prioritized by impact to guide automated refactoring and code generation.

      • web-design-guidelines: Review files for compliance with Web Interface Guidelines.

        • Fetch the latest guidelines from the source URL below
        • Read the specified files (or prompt user for files/pattern)
        • Check against all rules in the fetched guidelines
        • Output findings in the terse file:line format
      • React Best Practices: When working with React, always load both this skill and typescript-best-practices together. TypeScript patterns (type-first development, discriminated unions, Zod validation) apply to React code.

    • npx add-skill anthropics/skills: Claude official skills, contains 17 skills

      • frontend-design: This skill guides the creation of distinctive, production-grade frontend interfaces that avoid generic “AI slop” aesthetics. Implements real working code with exceptional attention to aesthetic details and creative choices.

      • Skill Creator: This skill provides guidance for creating effective skills.

    • npx add-skill google-labs-code/stitch-skills

    • pencil: ide with mcp, can integrated with all kinds of claude code, cursor, antigravity automatically when the editor is starting

    • Axiom: Battle-tested Claude Code skills, commands, and references for modern xOS (iOS, iPadOS, tvOS, watchOS) development — Swift 6, SwiftUI, Liquid Glass, Apple Intelligence, and more.

    • impeccable.style

      • Enhanced frontend-design skill + anti-patterns
      • 17 design skills: /polish, /audit, /distill, /bolder…
    • qiaomu-design-advisor: 偏执型设计顾问 — Jobs 式产品直觉 + Rams 式功能纯粹主义 + 58 个真实网站设计系统参考库。

    • Taste Skill: gives your AI good taste. stops the AI from generating boring, generic slop

  • Automation

    • agent-browser with its skill npx skills add vercel-labs/agent-browser

      • Also install its CLI

        npm install -g agent-browser
        agent-browser install # Download Chromium
    • playwright-skill

    • npx skills add firecrawl/cli

  • PM

    • pm-skills: The AI Operating System for Better Product Decisions
    • gstack:
      • /plan-ceo-review
      • /plan-design-review
  • Language/Lib specific

    • npx skills add better-auth/skills: Always consult better-auth.com/docs for code examples and the latest API. Better Auth is a TypeScript-first, framework-agnostic auth framework supporting email/password, OAuth, magic links, passkeys, and more via plugins.
  • Development

    • super-skill-claude-artifacts

    • rust-skills: AI-powered Rust development assistant with a meta-cognition framework

    • npx skills add leonardomso/rust-skills: 179 Rust rules your AI coding agent can use to write better code.

    • npx skills add vercel-labs/next-skills: a skill set for Next.js App Router best practices, version upgrades, and performance features like cache components.

Documentation

  • Document-illustrator: 它能智能理解文档内容,自动归纳核心要点,并为每个主题生成专业配图。无需依赖特定文档格式,AI 会理解内容并生成符合你选择风格(渐变玻璃卡片、票据风格、矢量插画)的高质量图片

Multimedia

  • Video/Animation

    • npx skills add remotion-dev/skills: Remotion now has Agent Skills — make videos just with Claude Code!
    • npx skills add https://github.com/op7418/Youtube-clipper-skill: AI-powered YouTube video clipper for Claude Code. Download videos, generate semantic chapters, clip segments, translate subtitles to bilingual format, and burn subtitles into videos.
    • npx skills add adithya-s-k/manim_skill: create manim animations
    • npx skills add black-forest-labs/skills
  • Images/Graph

    • threejs-skills: A curated collection of Three.js skill files that provide Claude Code with foundational knowledge for creating 3D elements and interactive experiences,

Miscellaneous

  • baoyu-skills: 宝玉 skills collection, contains 12+ skills

  • npx skills add https://github.com/blader/humanize and npx skills add https://github.com/op7418/Humanizer-zh 去除文本中 AI 生成痕迹的工具

  • npx skills add https://github.com/wshuyi/x-article-publisher-skill : Publish Markdown articles to X (Twitter) Articles with one command. Say goodbye to tedious rich text editing.

  • news-aggregator-skill: 可以获取来自多个来源的实时热点新闻

  • cocoindex-io/cocoindex-code: A lightweight, effective (AST-based) semantic code search tool for your codebase.

MCP

UI/Design

Automation

  • chrome-devtools-mcp
    • enable chrome://inspect/#remote-debugging on chrome browser above 144 version
    • config the mcp
      "chrome-devtools": {
      "type": "stdio",
      "command": "npx",
      "args": [
      "chrome-devtools-mcp@latest",
      "--autoConnect"
      ],
      "env": {}
      }
  • Pi agent with npm:pi-browser-cdp-extension

plugins

  • ui-ux-pro-max:

    Terminal window
    claude plugin marketplace add nextlevelbuilder/ui-ux-pro-max-skill
    claude plugin install ui-ux-pro-max@ui-ux-pro-max-skill
  • content-creator: 这是根据关键词,然后进行创建博客文章的,也适用于SEO

  • adversarial-spec: A Claude Code plugin that iteratively refines product specifications through multi-model debate until consensus is reached.

  • Claude Delegator: GPT expert subagents for Claude Code. Five specialists that can analyze AND implement—architecture, security, code review, and more.

  • gemini plugin

  • firecrawl
    • claude mcp add -s user firecrawl -t http https://mcp.firecrawl.dev/<your-api-key>/v2/mcp
    • claude mcp add -s user firecrawl -e FIRECRAWL_API_KEY=your-api-key -- npx -y firecrawl-mcp
  • tavily
    • claude mcp add -s user -t stdio tavily-remote-mcp npx mcp-remote https://mcp.tavily.com/mcp/?tavilyApiKey=<your-api-key>
  • tinyfish
    • claude mcp add -s user -t http tinyfish https://agent.tinyfish.ai/mcp
  • exa
    • claude mcp add -s user -t http exa "https://mcp.exa.ai/mcp" --header "EXA_API_KEY: <your-api-key>"
  • deepwiki
    • claude mcp add -s user -t http deepwiki https://mcp.deepwiki.com/mcp
  • AnySearch

Skill Installation

#!/bin/bash
npx skills add -g -y --all https://github.com/cclank/news-aggregator-skill
npx skills add -g -y --all https://github.com/op7418/Humanizer-zh.git
npx skills add -g -y --all https://github.com/blader/humanizer.git
npx skills add -g -y --all https://github.com/JimLiu/baoyu-skills
npx skills add -g -y --all https://github.com/op7418/Youtube-clipper-skill
npx skills add -g -y --all https://github.com/softaworks/agent-toolkit
npx skills add -g -y --all firecrawl/cli
npx skills add -g -y --all coreyhaines31/marketingskills
npx skills add -g -y --all https://github.com/fleurytian/awesome-claude-skills --skill mckinsey-consultant
npx skills add -g -y --all https://github.com/rohunvora/x-research-skill
npx skills add -g -y --all cocoindex-io/cocoindex-code
npx skills add -g -y --all mattpocock/skills
npx skills add -g -y --all Leonxlnx/taste-skill
npx skills add -g -y --all K-Dense-AI/scientific-agent-skills
npx skills add -g -y --all black-forest-labs/skills
npx skills add -g -y --all https://github.com/CloudAI-X/threejs-skills
npx skills add -g -y --all adithya-s-k/manim_skill
npx skills add -g -y --all https://github.com/charleswiltgen/axiom
npx skills add -g -y --all https://github.com/ehmo/platform-design-skills
npx skills add -g -y --all pbakaus/impeccable
npx skills add -g -y --all better-auth/skills
npx skills add -g -y --all better-auth/better-icons
npx skills add -g -y --all vercel-labs/agent-skills
npx skills add -g -y --all vercel-labs/next-skills
npx skills add -g -y --all supabase/agent-skills
npx skills add -g -y --all sanyuan0704/code-review-expert
npx skills add -g -y --all vercel/ai-elements
npx skills add -g -y --all joeseesun/qiaomu-design-advisor
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