stitch-loop

Automate multi-page site construction with Stitch MCP APIs.

Updated Mar 25, 2026
One-click install
npx skills add https://github.com/leadmind-ai/leadmind-ai-website --skill stitch-loop-leadmind-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: stitch-loop
Source: https://github.com/leadmind-ai/leadmind-ai-website/tree/main/.claude/skills/designer/stitch-loop
Command: npx skills add https://github.com/leadmind-ai/leadmind-ai-website --skill stitch-loop-leadmind-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates end-to-end, multi-page site construction using Stitch.

Core Features & Use Cases

  • Autonomous frontend loop that reads the current task from next-prompt.md, generates a page via Stitch MCP, integrates it into the site, and prepares instructions for the next iteration.
  • Enforces design and project governance with mandatory DESIGN.md and SITE.md checks before generation.
  • Relays (baton) based workflow to ensure visual coherence and continuity across iterations.

Quick Start

Begin the stitch-loop process to generate and integrate the next page in your Stitch-powered site.

Frequently Asked Questions about stitch-loop

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate multi-page website construction while maintaining visual coherence?

Multi-page website construction automation uses a relay baton workflow to maintain visual continuity across iterations. It reads tasks sequentially, enforces design constraints from governance files, and generates integrated pages autonomously.

What is a relay baton workflow in frontend design iteration?

A relay baton workflow in frontend design iteration passes visual coherence and continuity between autonomous page generations. It ensures each new page integrates seamlessly by enforcing scope and design constraints from governance files.

How do I start an autonomous frontend loop for site generation?

Start an autonomous frontend loop by defining project scope in SITE.md and design rules in DESIGN.md. The loop reads tasks from next-prompt.md, generates pages via Stitch APIs, fetches assets, integrates them, and prepares the next iteration.

Do I need design system files to automate multi-page site building?

Yes, automating multi-page site building requires design system files because the loop enforces mandatory DESIGN.md and SITE.md checks before generation. These files provide the scope and design constraints required to maintain visual coherence across pages.

Can I use Stitch APIs to generate and integrate website pages iteratively?

Yes, Stitch APIs can generate and integrate website pages iteratively. The autonomous loop calls these APIs to fetch assets and build each new page based on the instructions defined in your next-prompt.md file.

What are the limitations of autonomous multi-page site generation?

Limitations of autonomous multi-page site generation include strict dependency on governance files like SITE.md and DESIGN.md. Without properly defined constraints, the relay baton workflow cannot maintain visual coherence or ensure continuity across iterations.