AI SKILLS / MCP · 发现与评测
让每一种
AI 能力，都看得清。
它需要哪些权限？会调用什么服务？有哪些风险值得先检查？从公开证据、流程图和改进建议开始，做出自己的选择。
公开报告无需注册 · 历史评测不等于安全认证
真实报告 · 无需注册
报告节选skills
v3.16.0 ·
报告结论：具备基础能力，但文档或工程质量仍需完善
建议先做：修复 skills/.curated/figma-use/SKILL.md：description 未清楚说明何时使用该 Skill
流程图 · 关系节选
- 确认框架与模型新应用或重构读栈选型参考
- 读栈选型参考下一步读程序与管道参考
取自本报告的 5 个节点、4 条关系；完整图与依据见报告。
历史报告仅反映生成时的公开证据，不是安全认证或安装推荐。
我们怎么验证 Skill
了解评测方法与试跑范围公开静态评测
- 读取材料
- 检查风险
- 给出证据与建议
公开报告可以直接查看；不会安装或运行你提交的项目。
固定样例执行试跑
- 固定任务
- 有无 Skill 对照
- 核对实际结果
在隔离环境实际运行，仅限管理员的固定样例，未开放自助提交。
AI Skills
MCP Servers
Agent Packs
GitHub MCP vs Playwright MCP：Claude Code 先接哪个？
按 PR 阅读与浏览器验收两类任务比较 GitHub MCP Server 和 Playwright MCP 的权限、验证方式与风险边界，并查看两份真实公开评测报告。
从你的任务开始
不必先理解工具分类，直接按工作场景找到合适的能力。
正在升温的 AI 能力
综合增长、下载与活跃度计算，不只是总 Star 数。
hallmark
Anti-AI-slop design skill for Claude Code, Cursor, and Codex.
ECC
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
graphify
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
Scrapling
🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev
claude-seo
Universal SEO skill for Claude Code. 26 sub-skills + 19 sub-agents covering technical SEO, E-E-A-T, schema, GEO/AEO, agent readiness (Lighthouse Agentic Browsing, WebMCP, llms.txt), backlinks, local SEO, e-commerce, international SEO, Google APIs, and PDF/Excel reporting. 9 optional extensions for live SEO data.
Claude-Code-Game-Studios
Turn Claude Code into a full game dev studio — 49 AI agents, 72 workflow skills, and a complete coordination system mirroring real studio hierarchy.
真实 Skill 评测案例
无需登录即可阅读已有报告；证据来源、扫描范围与是否使用 AI 复核，以各报告记录为准。
skills
Skills Catalog for Codex
planning-with-files
Persistent file-based planning for AI coding agents and long-running tasks. Crash-proof markdown plans, session recovery after /clear and compaction, per-turn re-injection against context rot, deterministic completion gate. Manus-style. Install from npm, the Claude Code plugin marketplace, or npx skills. Codex, Cursor, OpenCode, 60+ agents.
notebooklm-py
Unofficial Python API and agentic skill for Google Gemini Notebook. Full programmatic access to Gemini Notebook's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents like Claude Code, Codex, and OpenClaw.
gpt-image2-ppt-skills
Clone any .pptx into your own deck — OpenAI gpt-image-2 mimics the layout, you supply the content. 10 bundled styles. | 把任何 .pptx 模板"抄"成你的 PPT：gpt-image-2 仿版式、你换内容，另含 10 套精选风格。Claude Code / OpenClaw skill.
刚刚加入市场
发现社区近期发布的新能力，在它们流行之前先试一步。
kubai-icons
An agent skill that draws animated icons in one consistent style, for Claude Code, Codex and other coding agents. Comes with 2,600+ open-source icons for React, Vue and SVG, and a website to browse them.
AiToEarn
Let's use AI to Earn!
agents
Plugins, agents, skills, and commands for Claude Code, Codex CLI, Cursor, OpenCode, Antigravity CLI, GitHub Copilot, and Pi, written once in Markdown and adapted to each tool by generators with validation and evals.
open-seo-mcp-skills
Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI visibility on your real GSC/GA4/ads data. claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp
mobile-mcp
Mobile MCP: let AI agents drive your iOS and Android apps. MCP server for simulators, emulators and real devices. Works with Claude Code, Codex, Cursor and any MCP client.
TREK
The most complete open-source travel planner: real-time collaboration, bookings, budgets, packing lists, journals, offline PWA, SSO and an AI-ready MCP server, with planet-wide place search and routing built in.
你的项目，也值得被更多人看见
提交 GitHub 仓库、npm 或 PyPI 包。系统会抓取元数据、扫描风险、生成五维评分，并自动进入市场索引。