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:

Reads the current task from a baton file (
```
next-prompt.md
```
)
Generates a page using Stitch MCP tools
Integrates the page into the site structure
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
```
DESIGN.md
```
file (generate one using the
```
design-md
```
skill if needed)
A
```
SITE.md
```
file documenting the site vision and roadmap

Optional:

Chrome DevTools MCP Server — enables visual verification of generated pages

The Baton System

The

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 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
```
DESIGN.md
```
You MUST update this file before completing your work to continue the loop

Execution Protocol

Step 1: Read the Baton

Parse

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
`SITE.md`	Site vision, Stitch Project ID, existing pages (sitemap), roadmap
`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:

Discover namespace: Run
```
list_tools
```
to find the Stitch MCP prefix
Get or create project:
- If
```
stitch.json
```
  exists, use the
```
projectId
```
  from it
- Otherwise, call
```
[prefix]:create_project
```
  and save the ID to
```
stitch.json
```
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)

Retrieve assets: Call

[prefix]:get_screen

to get:

```
htmlCode.downloadUrl
```
— Download and save as
```
queue/{page}.html
```
```
screenshot.downloadUrl
```
— Download and save as
```
queue/{page}.png
```

Step 4: Integrate into Site

Move generated HTML from

queue/{page}.html

site/public/{page}.html

Fix any asset paths to be relative to the public folder
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
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:

Check availability: Run
```
list_tools
```
to see if
```
chrome*
```
tools are present
Start dev server: Use Bash to start a local server (e.g.,
```
npx serve site/public
```
)

Navigate to page: Call

[chrome_prefix]:navigate

to open

http://localhost:3000/{page}.html

Capture screenshot: Call
```
[chrome_prefix]:screenshot
```
to capture the rendered page
Visual comparison: Compare against the Stitch screenshot (
```
queue/{page}.png
```
) for fidelity
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

SITE.md

Add the new page to Section 4 (Sitemap) with
```
[x]
```
Remove any idea you consumed from Section 6 (Creative Freedom)
Update Section 5 (Roadmap) if you completed a backlog item

Step 6: Prepare the Next Baton (Critical)

You MUST update
next-prompt.md
before completing. This keeps the loop alive.

Decide the next page:
- Check
```
SITE.md
```
  Section 5 (Roadmap) for pending items
- If empty, pick from Section 6 (Creative Freedom)
- Or invent something new that fits the site vision
Write the baton with proper YAML frontmatter:

markdown

---
page: achievements
---
A competitive achievements page showing developer badges and milestones.

**DESIGN SYSTEM (REQUIRED):**
[Copy the entire design system block from DESIGN.md]

**Page Structure:**
1. Header with title and navigation
2. Badge grid showing unlocked/locked states
3. Progress bars for milestone tracking

File Structure Reference

project/
├── next-prompt.md      # The baton — current task
├── stitch.json         # Stitch project ID (persist this!)
├── DESIGN.md           # Visual design system (from design-md skill)
├── SITE.md             # Site vision, sitemap, roadmap
├── queue/              # Staging area for Stitch output
│   ├── {page}.html
│   └── {page}.png
└── site/public/        # Production pages
    ├── index.html
    └── {page}.html

Orchestration Options

The loop can be driven by different orchestration layers:

Method	How it works
CI/CD	GitHub Actions triggers on `next-prompt.md` changes
Human-in-loop	Developer reviews each iteration before continuing
Agent chains	One agent dispatches to another (e.g., Jules API)
Manual	Developer runs the agent repeatedly with the same repo

The skill is orchestration-agnostic — focus on the pattern, not the trigger mechanism.

Design System Integration

This skill works best with the

design-md

skill:

First time setup: Generate
```
DESIGN.md
```
using the
```
design-md
```
skill from an existing Stitch screen
Every iteration: Copy Section 6 ("Design System Notes for Stitch Generation") into your baton prompt
Consistency: All generated pages will share the same visual language

Common Pitfalls

❌ Forgetting to update
```
next-prompt.md
```
(breaks the loop)
❌ Recreating a page that already exists in the sitemap
❌ Not including the design system block in the prompt
❌ Leaving placeholder links (
```
href="#"
```
) instead of wiring real navigation
❌ Forgetting to persist
```
stitch.json
```
after creating a new project

Troubleshooting

Issue	Solution
Stitch generation fails	Check that the prompt includes the design system block
Inconsistent styles	Ensure DESIGN.md is up-to-date and copied correctly
Loop stalls	Verify `next-prompt.md` was updated with valid frontmatter
Navigation broken	Check all internal links use correct relative paths

stitch-loop

NPX Install

SKILL.md Content