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Agent Skill · 研究检索

stitch(stitch 搜索)

stitch 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

stitch 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,权限为调用外部服务;许可证信息还不明确,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 48,263。

总安装 698周安装 30GitHub Stars 17下载 245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
unknown

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:stitch(stitch 搜索)
来源仓库:https://github.com/jstarfilms/vibecode-protocol-suite
仓库路径:skills/stitch
安装命令:
npx skills add https://github.com/jstarfilms/vibecode-protocol-suite --skill stitch
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。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/jstarfilms/vibecode-protocol-suite --skill stitch

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。

stitch 用于查找、检索和筛选相关信息。适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。可结合来源仓库和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网或命令执行。使用时需注意其功能边界,避免过度依赖自动化结果。

来源仓库内路径:skills/stitch

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/jstarfilms/vibecode-protocol-suite --skill sti…;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

    它需要调用外部服务,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

stitch 怎么安装?

在终端执行 npx skills add https://github.com/jstarfilms/vibecode-protocol-suite --skill stitch。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

stitch 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。

stitch 需要什么权限?

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

stitch 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

stitch 用的人多吗?

公开数据是累计安装 698 次,近一周安装 30 次,下载 245 次,GitHub 17 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。

stitch 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

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。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 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
stitch

stitch 搜索 · 本页

69817调用外部服务未明确有提醒

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

Google Stitch — Skill Bundle

This folder contains 6 sub-skills for working with Google Stitch, a design-to-code platform with an MCP server. Each sub-skill has its own SKILL.md with full instructions.

Prerequisites

Most skills require the Stitch MCP Server to be connected. The shadcn-ui skill works independently with the shadcn MCP server or CLI.


🔀 Pipeline Orchestration Protocol (READ THIS FIRST)

YOU MUST follow this protocol. Do not just load one sub-skill and stop. The Stitch bundle is a pipeline — each skill feeds into the next. Your job is to guide the user through the full journey, suggesting the next step after each skill completes.

The Full Pipeline (Design → Code → Video)

┌─────────────┐     ┌─────────────────┐     ┌──────────────┐     ┌───────────────┐     ┌──────────┐
│  design-md  │ ──→ │ enhance-prompt  │ ──→ │ stitch-loop  │ ──→ │   react-      │ ──→ │ remotion │
│ STEP 1      │     │ STEP 2          │     │ STEP 3       │     │ components    │     │ STEP 5   │
│             │     │                 │     │              │     │ STEP 4        │     │          │
│ Extract the │     │ Polish prompts  │     │ Build pages  │     │ Convert HTML  │     │ Create a │
│ design      │     │ with design     │     │ iteratively  │     │ to production │     │ video    │
│ system      │     │ tokens from     │     │ using the    │     │ React/TS      │     │ showcase │
│ → DESIGN.md │     │ DESIGN.md       │     │ baton system │     │ components    │     │ of your  │
│             │     │ → next-prompt   │     │ → full site  │     │ → src/        │     │ screens  │
└─────────────┘     └─────────────────┘     └──────────────┘     └───────────────┘     └──────────┘
                                                                        │
                                                                  ┌─────┴──────┐
                                                                  ▼            │
                                                        ┌──────────────┐       │
                                                        │  shadcn-ui   │       │
                                                        │ COMPANION    │       │
                                                        │              │       │
                                                        │ Add polished │       │
                                                        │ UI component │       │
                                                        │ library      │       │
                                                        └──────────────┘       │

How to Orchestrate

After completing ANY sub-skill, you MUST:

  1. Tell the user what was accomplished
  2. Explain what the next logical step in the pipeline is
  3. Ask if they want to continue to the next step
  4. If yes, load that sub-skill's SKILL.md and proceed

Example flow:

✅ design-md complete → "Your DESIGN.md is ready. Next step: I can polish
   your first page prompt using enhance-prompt so Stitch generates a
   higher-quality result. Want to continue?"

✅ enhance-prompt complete → "Your prompt is optimized. Next step: I can
   send this to Stitch and start building pages with stitch-loop. Ready?"

✅ stitch-loop complete → "Your site pages are built. Two options now:
   1. react-components — Convert these HTML pages into production React/TS
   2. remotion — Create a walkthrough video showcasing the screens
   Which would you like?"

✅ react-components complete → "Your React components are ready. You might
   also want to:
   • Add shadcn/ui components for polished form inputs, buttons, dialogs
   • Create a remotion walkthrough video of the original designs
   Want either of those?"

Decision Tree: Where to Start

Not every user starts at Step 1. Use this decision tree:

User says...Start atThen suggest...
"Build me a site with Stitch"design-md (Step 1)Full pipeline
"I have a Stitch project, make it consistent"design-md (Step 1)enhance-prompt → stitch-loop
"Generate a page with Stitch"enhance-prompt (Step 2)stitch-loop
"I have Stitch HTML, make it React"react-components (Step 4)shadcn-ui for components
"Make a video of my Stitch screens"remotion (Step 5)Done (standalone)
"I need UI components for my React app"shadcn-ui (Companion)Done (standalone)
"Improve my Stitch prompt"enhance-prompt (Step 2)stitch-loop
"I already have DESIGN.md, build pages"stitch-loop (Step 3)react-components

When to Use Each Skill (Quick Reference)

SkillPurposeInputOutputRequires
design-mdExtract design system from existing screensStitch project with screensDESIGN.mdStitch MCP
enhance-promptPolish vague prompts into Stitch-optimized onesUser idea + optional DESIGN.mdEnhanced prompt / next-prompt.mdNone (Stitch MCP optional)
stitch-loopBuild multi-page sites iterativelyDESIGN.md + next-prompt.mdFull site in site/public/Stitch MCP
react-componentsConvert Stitch HTML → production React/TSStitch screen HTMLReact components in src/Stitch MCP
remotionCreate walkthrough videos from screenshotsStitch project screenshotsRemotion project + .mp4Stitch MCP + Remotion
shadcn-uiAdd polished UI component libraryAny React/Next.js projectComponents in components/ui/shadcn CLI or MCP

Sub-Skill Directory

Read the linked SKILL.md for any sub-skill before using it.

1. design-md — Design System Extraction (STEP 1)

→ Read SKILL.md

What: Analyzes Stitch project screens and generates a semantic DESIGN.md file documenting the visual design system (colors, typography, depth, layout, component styles).

When to use:

  • Starting a new multi-page project and need a design system reference
  • Onboarding to an existing Stitch project
  • Need consistent design language across agent-generated screens

Outputs: DESIGN.md file

➡️ Next step: enhance-prompt — Use the DESIGN.md to craft polished prompts for page generation.


2. enhance-prompt — Prompt Enhancement (STEP 2)

→ Read SKILL.md

What: Transforms vague UI ideas into polished, structured prompts optimized for Stitch generation. Adds UI/UX keywords, design system context, and page structure.

When to use:

  • User gives a vague prompt like "make me a login page"
  • Previous Stitch generation produced poor results
  • Need to inject DESIGN.md tokens into a prompt

Outputs: Enhanced prompt text or next-prompt.md file

➡️ Next step: stitch-loop — Feed the enhanced prompt into the iterative build loop to generate the actual page.


3. stitch-loop — Iterative Build Loop (STEP 3)

→ Read SKILL.md

What: Autonomous baton-passing loop for building multi-page websites. Each iteration reads a task (next-prompt.md), generates a page, integrates it, updates docs, and writes the next task.

When to use:

  • Building a complete multi-page site from scratch
  • Need autonomous, continuous page generation
  • Want a structured sitemap-driven build process

Depends on: design-md (for DESIGN.md), enhance-prompt (for baton prompts) Outputs: Full site in site/public/, updated SITE.md

➡️ Next step: Choose one or both:

  • react-components — Convert the generated HTML pages into production-ready React/TypeScript components.
  • remotion — Create a walkthrough video showcasing the finished screens.

4. react-components — Design to React (STEP 4)

→ Read SKILL.md

What: Converts Stitch-generated HTML into modular React/TypeScript components with proper props interfaces, mock data layers, and AST-based validation.

When to use:

  • Converting a Stitch screen into production React code
  • Need type-safe, modular component extraction from HTML
  • Want automated validation of component architecture

Outputs: React components in src/, mock data in src/data/mockData.ts

➡️ Next step: Consider:

  • shadcn-ui — Replace custom UI primitives (buttons, inputs, dialogs) with shadcn/ui components for a polished, accessible component library.
  • remotion — Create a walkthrough video if you haven't already.

5. remotion — Walkthrough Videos (STEP 5)

→ Read SKILL.md

What: Generates walkthrough videos from Stitch project screenshots using Remotion, with smooth transitions, zoom effects, and text overlays.

When to use:

  • Need a video showcase of designed screens
  • Want to create a professional app walkthrough
  • Building a demo reel from Stitch designs
Note: For general Remotion work (not Stitch-specific), use the main remotion skill instead — it has 25+ rule files from Remotion's official repo.

Outputs: Remotion project + rendered .mp4

➡️ This is typically the final step in the pipeline. No automatic next step, but you can suggest sharing/publishing the video.


6. shadcn-ui — Component Library (COMPANION)

→ Read SKILL.md

What: Expert guidance for integrating shadcn/ui components — discovery, installation, customization, variants, blocks, and accessibility. Works with the shadcn MCP server or CLI.

When to use:

  • Setting up shadcn/ui in a new project
  • Installing or customizing shadcn components
  • Building forms, data tables, auth layouts, or dashboards
  • Need component variant patterns with cva
  • After react-components — replace custom primitives with shadcn/ui
Note: This skill works independently of Stitch. It's useful for any React/Next.js project. Think of it as a companion skill that plugs in alongside the main pipeline, especially after react-components.

Outputs: Installed components in components/ui/, configured components.json


Typical Workflows

Full Pipeline (New Project)

1. design-md      → Analyze an existing screen → get DESIGN.md
2. enhance-prompt → Write a prompt for the next page → inject design tokens
3. stitch-loop    → Generate page → integrate → write next baton → repeat
4. react-components → Convert final HTML pages to production React
5. remotion       → Create a walkthrough video of the finished product

Quick Build (One Page)

1. enhance-prompt → Polish the user's idea into a great prompt
2. Generate directly with Stitch MCP → get HTML
3. react-components → Convert to React (optional)

Design System Only

1. design-md → Document an existing project's visual language

Video Only

1. remotion → Create a walkthrough video from existing Stitch screenshots

Component Library Only

1. shadcn-ui → Set up and customize shadcn/ui components

Standalone Usage

  • shadcn-ui — Use anytime for React/Next.js UI component work (no Stitch needed)
  • design-md — Use standalone to document any project's design system
  • enhance-prompt — Use standalone to improve any UI generation prompt

Acknowledgements

平台分布

Codex

36.41%
按下载量换算89

Claude

26.65%
按下载量换算65

Cursor

18.05%
按下载量换算44

Gemini CLI

9.89%
按下载量换算24

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

调用外部服务

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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