Install
$ agentstack add skill-gabelul-stitch-kit-stitch-loop ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo 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.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
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 →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-setupskill or https://stitch.withgoogle.com/docs/mcp/guide/) DESIGN.md— generate withstitch-design-systemfrom 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:
pagefrontmatter → output filename (about.html)- The body must include the design system block from
DESIGN.mdSection 6 - You must update
next-prompt.mdat the end of every iteration — the loop stops if this is missing
Execution protocol
Step 1 — Read the baton
Parse next-prompt.md:
- Extract
pagefrom 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
- Run
list_tools→ find Stitch MCP prefix - If
stitch.jsonexists, use storedprojectId— do not create a new project - If no
stitch.json, callcreate_project→ save numeric ID tostitch.json - Call
generate_screen_from_text:
projectId: numeric ID (noprojects/prefix)prompt: full baton content including DESIGN SYSTEM blockdeviceType: match what's inSITE.mdorDESIGN.md
- Call
get_screenwith numeric projectId + screenId - Download HTML:
bash scripts/fetch-stitch.sh "[htmlCode.downloadUrl]" "queue/[page].html" - Download screenshot: save to
queue/[page].png
Step 4 — Integrate into site
- Move
queue/[page].html→site/public/[page].html - Fix asset paths (make relative to
site/public/) - Wire navigation: replace
href="#"placeholders with real paths to existing pages - 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:
- Start local server:
npx serve site/public -p 3000 - Navigate to
http://localhost:3000/[page].html - Take screenshot, compare against
queue/[page].png - Stop server
Step 5 — Update SITE.md
- Add
[x] [page].htmlto 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.
- Pick next page from: sitemap → roadmap → creative freedom → or invent one that fits
- Write
next-prompt.mdwith:
- Valid YAML frontmatter (
page:) **DESIGN SYSTEM (REQUIRED):**block copied verbatim fromDESIGN.mdSection 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.mdSection 6 from the prompt (causes visual drift) - ❌ Using
projects/IDformat instead of numeric ingenerate_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 downloaderstitch-design-system— Generate DESIGN.md from an existing screenstitch-ui-prompt-architect— Enhance vague baton text into structured promptsdocs/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.
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Versions
- v0.1.0 Imported from the upstream source.