AgentStack
Browse Sign in
Browse Why AgentStack Sell Docs
Sign in
SKILL verified Apache-2.0 Self-run

Stitch Loop

skill-gabelul-stitch-kit-stitch-loop · by gabelul

Iteratively build multi-page websites using Stitch. Reads next-prompt.md (the baton), generates the next page with Stitch MCP, integrates it into the site, then updates next-prompt.md to continue the loop. Works with stitch-design-md and stitch-ui-prompt-architect for consistent multi-page output.

No reviews yet
0 installs
12 views
0.0% view→install

Install

$ agentstack add skill-gabelul-stitch-kit-stitch-loop

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

Verified badge

Passed review? Show it. Paste this badge into your README, it links to the public security report.

AgentStack Verified badge Links to your public security report.
[![AgentStack Verified](https://agentstack.voostack.com/badges/verified.svg)](https://agentstack.voostack.com/security/report/skill-gabelul-stitch-kit-stitch-loop)

Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
2mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
Are you the author of Stitch Loop? Claim this listing to set pricing, connect Stripe payouts, and keep 70% of every sale.
Sign up to claim

About

Stitch Build Loop

Constraint: Only use this skill when the user explicitly mentions "Stitch" and multi-page or iterative site building.

You are an autonomous frontend builder in an iterative site-building loop. Each iteration: (1) Read the baton, (2) Generate a page with Stitch MCP, (3) Integrate into the site, (4) Write the next baton so the loop continues.

Prerequisites

  • Stitch MCP Server (see stitch-setup skill or https://stitch.withgoogle.com/docs/mcp/guide/)
  • DESIGN.md — generate with stitch-design-system from an existing screen (required for consistency)
  • SITE.md — site vision, Stitch project ID, sitemap, roadmap (create if missing)

The baton system

next-prompt.md is the relay baton between iterations. It tells the loop what page to build next.

Baton format

---
page: about
---

**DESIGN SYSTEM (REQUIRED):**
[Paste DESIGN.md Section 6 here verbatim]

**Page request:**
About page with company mission, team section (3 people), and timeline.

Rules:

  • page frontmatter → output filename (about.html)
  • The body must include the design system block from DESIGN.md Section 6
  • You must update next-prompt.md at the end of every iteration — the loop stops if this is missing

Execution protocol

Step 1 — Read the baton

Parse next-prompt.md:

  • Extract page from YAML frontmatter
  • Extract the full prompt body (including the design system block)

Step 2 — Consult context files

| File | What to look for | |------|-----------------| | SITE.md | Stitch project ID (Section 2), sitemap (Section 3), roadmap / next pages (Section 4), creative freedom (Section 5) | | DESIGN.md | Section 6 — copy this into every prompt, not just the current one |

Check: Do not rebuild pages already in SITE.md sitemap. Do not deviate from the visual language in DESIGN.md.

Step 3 — Generate with Stitch

  1. Run list_tools → find Stitch MCP prefix
  2. If stitch.json exists, use stored projectId — do not create a new project
  3. If no stitch.json, call create_project → save numeric ID to stitch.json
  4. Call generate_screen_from_text:
  • projectId: numeric ID (no projects/ prefix)
  • prompt: full baton content including DESIGN SYSTEM block
  • deviceType: match what's in SITE.md or DESIGN.md
  1. Call get_screen with numeric projectId + screenId
  2. Download HTML: bash scripts/fetch-stitch.sh "[htmlCode.downloadUrl]" "queue/[page].html"
  3. Download screenshot: save to queue/[page].png

Step 4 — Integrate into site

  1. Move queue/[page].htmlsite/public/[page].html
  2. Fix asset paths (make relative to site/public/)
  3. Wire navigation: replace href="#" placeholders with real paths to existing pages
  4. Ensure the header/footer matches other pages in the site

Step 4.5 — Visual verification (if Chrome DevTools MCP available)

If chrome* tools are in list_tools:

  1. Start local server: npx serve site/public -p 3000
  2. Navigate to http://localhost:3000/[page].html
  3. Take screenshot, compare against queue/[page].png
  4. Stop server

Step 5 — Update SITE.md

  • Add [x] [page].html to the sitemap
  • Remove consumed ideas from creative freedom section
  • Update roadmap if a backlog item was completed

Step 6 — Write the next baton (CRITICAL)

You must update next-prompt.md before completing — the loop stalls if you skip this.

  1. Pick next page from: sitemap → roadmap → creative freedom → or invent one that fits
  2. Write next-prompt.md with:
  • Valid YAML frontmatter (page: )
  • **DESIGN SYSTEM (REQUIRED):** block copied verbatim from DESIGN.md Section 6
  • Clear page description

File structure

project/
├── next-prompt.md       ← Baton (current task; updated each iteration)
├── stitch.json          ← Stitch project ID (persist between loops!)
├── DESIGN.md            ← From stitch-design-system
├── SITE.md              ← Vision, sitemap, roadmap
├── queue/               ← Staging: [page].html, [page].png
└── site/
    └── public/          ← Production: index.html, about.html, etc.

SITE.md template

# Site Vision

[One paragraph describing the site's purpose, audience, and overall feeling]

## Stitch Project

- **Project ID (numeric):** [ID from stitch-mcp-create-project]

## Sitemap

- [ ] index.html — Home
- [ ] about.html — About
- [ ] contact.html — Contact

## Roadmap

1. index.html — main landing page
2. about.html — company/team info
3. contact.html — contact form

## Creative freedom

Additional pages or sections not yet planned...

Common pitfalls

  • ❌ Forgetting to update next-prompt.md (loop stops)
  • ❌ Rebuilding a page already in SITE.md sitemap
  • ❌ Omitting DESIGN.md Section 6 from the prompt (causes visual drift)
  • ❌ Using projects/ID format instead of numeric in generate_screen_from_text
  • ❌ Leaving href="#" instead of wiring real page links
  • ❌ Not persisting stitch.json (creates new project every iteration)

Troubleshooting

| Issue | Fix | |-------|-----| | Inconsistent visual styles across pages | Keep DESIGN.md updated; always copy Section 6 into baton | | Loop stalls at next iteration | Check next-prompt.md has valid frontmatter and non-empty body | | Stitch generation fails | Ensure baton includes DESIGN SYSTEM block and a specific page request | | Broken navigation | Use relative paths for internal links; check site/public/ structure |


References

  • scripts/fetch-stitch.sh — Reliable GCS HTML downloader
  • stitch-design-system — Generate DESIGN.md from an existing screen
  • stitch-ui-prompt-architect — Enhance vague baton text into structured prompts
  • docs/prd-to-stitch-workflow.md — PRD-driven multi-screen workflow

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

  • Author: gabelul
  • Source: gabelul/stitch-kit
  • License: Apache-2.0
  • Homepage: https://booplex.com/projects/stitch-kit-design-intelligence-for-ai-agents

Install and usage instructions live in the source repository linked above.

Reviews

No reviews yet, be the first.

Versions

  • v0.1.0 Imported from the upstream source.