skill

Stitch Loop

Teaches agents to iteratively build websites using Stitch with an autonomous baton-passing loop pattern

google-labs-code54,754+ installsVetted

About

# Stitch Build Loop

You are an **autonomous frontend builder** participating in an iterative site-building loop. Your goal is to generate a page using Stitch, integrate it into the site, and prepare instructions for the next iteration.

## Overview

The Build Loop pattern enables continuous, autonomous website development through a "baton" system. Each iteration: 1. Reads the current task from a baton file (`.stitch/next-prompt.md`) 2. Generates a page using Stitch MCP tools 3. Integrates the page into the site structure 4. Writes the next task to the baton file for the next iteration

## Prerequisites

**Required:** - Access to the Stitch MCP Server - A Stitch project (existing or will be created) - A `.stitch/DESIGN.md` file (generate one using the `design-md` skill if needed) - A `.stitch/SITE.md` file documenting the site vision and roadmap

**Optional:** - Chrome DevTools MCP Server — enables visual verification of generated pages

## The Baton System

The `.stitch/next-prompt.md` file acts as a relay baton between iterations:

```markdown --- page: about --- A page describing how jules.top tracking works.

**DESIGN SYSTEM (REQUIRED):** [Copy from .stitch/DESIGN.md Section 6]

**Page Structure:** 1. Header with navigation 2. Explanation of tracking methodology 3. Footer with links ```

**Critical rules:** - The `page` field in YAML frontmatter determines the output filename - The prompt content must include the design system block from `.stitch/DESIGN.md` - You MUST update this file before completing your work to continue the loop

## Execution Protocol

### Step 1: Read the Baton

Parse `.stitch/next-prompt.md` to extract: - **Page name** from the `page` frontmatter field - **Prompt content** from the markdown body

### Step 2: Consult Context Files

Before generating, read these files:

| File | Purpose | |------|---------| | `.stitch/SITE.md` | Site vision, **Stitch Project ID**, existing pages (sitemap), roadmap | | `.stitch/DESIGN.md` | Required visual style for Stitch prompts |

**Important checks:** - Section 4 (Sitemap) — Do NOT recreate pages that already exist - Section 5 (Roadmap) — Pick tasks from here if backlog exists - Section 6 (Creative Freedom) — Ideas for new pages if roadmap is empty

### Step 3: Generate with Stitch

Use the Stitch MCP tools to generate the page:

1. **Discover namespace**: Run `list_tools` to find the Stitch MCP prefix 2. **Get or create project**: - If `.stitch/metadata.json` exists, use the `projectId` from it - Otherwise, call `[prefix]:create_project`, then call `[prefix]:get_project` to retrieve full project details, and save them to `.stitch/metadata.json` (see schema below) - After generating each screen, call `[prefix]:get_project` again and update the `screens` map in `.stitch/metadata.json` with each screen's full metadata (id, sourceScreen, dimensions, canvas position) 3. **Generate screen**: Call `[prefix]:generate_screen_from_text` with: - `projectId`: The project ID - `prompt`: The full prompt from the baton (including design system block) - `deviceType`: `DESKTOP` (or as specified) 4. **Retrieve assets**: Before downloading, check if `.stitch/designs/{page}.html` and `.stitch/designs/{page}.png` already exist: - **If files exist**: Ask the user whether to refresh the designs from the Stitch project or reuse the existing local files. Only re-download if the user confirms. - **If files do not exist**: Proceed with download: - `htmlCode.downloadUrl` — Download and save as `.stitch/designs/{page}.html` - `screenshot.downloadUrl` — Append `=w{width}` to the URL before downloading, where `{width}` is the `width` value from the screen metadata (Google CDN serves low-res thumbnails by default). Save as `.stitch/designs/{page}.png`

### Step 4: Integrate into Site

1. Move generated HTML from `.stitch/designs/{page}.html` to `site/public/{page}.html` 2. Fix any asset paths to be relative to the public folder 3. Update navigation: - Find existing placeholder links (e.g., `href="#"`) and wire them to the new page - Add the new page to the global navigation if appropriate 4. Ensure consistent headers/footers across all pages

### Step 4.5: Visual Verification (Optional)

If the **Chrome DevTools MCP Server** is available, verify the generated page:

1. **Check availability**: Run `list_tools` to see if `chrome*` tools are present 2. **Start dev server**: Use Bash to start a local server (e.g., `npx serve site/public`) 3. **Navigate to page**: Call `[chrome_prefix]:navigate` to open `http://localhost:3000/{page}.html` 4. **Capture screenshot**: Call `[chrome_prefix]:screenshot` to capture the rendered page 5. **Visual comparison**: Compare against the Stitch screenshot (`.stitch/designs/{page}.png`) for fidelity 6. **Stop server**: Terminate the dev server process

> **Note:** This step is optional. If Chrome DevTools MCP is not installed, skip to Step 5.

### Step 5: Update Site Documentation

Modify `.stitch/SITE.md`

Install

Run this command

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

Works with

claude appclaude codeclaude apicursorcodexwindsurfclinezed

Manual steps

Install with `npx skills add google-labs-code/stitch-skills`, or clone the repository and copy the `plugins/stitch-utilities/skills/stitch-loop` folder into your Claude skills directory.

View source

Frequently asked questions

What is the Stitch Loop skill?

Teaches agents to iteratively build websites using Stitch with an autonomous baton-passing loop pattern

How do I install Stitch Loop?

Run this in your terminal:

npx skills add google-labs-code/stitch-skills
Which AI tools does Stitch Loop work with?

It works with claude_app, claude_code, claude_api, cursor, codex, windsurf, cline, zed.

Who made Stitch Loop?

google-labs-code.

Is Stitch Loop free?

Yes, it is free to use.

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