stitch-loop
Lets your agent iteratively improve interface designs. It helps ensure the final look matches the initial request precisely.
What it does
This agent helps improve user interface designs. It compares what was requested with what was built and suggests adjustments to make them more alike.
When to use it
- ✓When a website or app's visual appearance isn't as expected.
- ✓To ensure the final design is faithful to the original idea.
- ✓When needing to refine visual details of a project.
Example of what to ask your AI
“I want the interface of my app to look more like the design I created.”
Want more? Open the sections below.
How to use
The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.
Skill link
Ready-to-paste message
How it works
The agent analyzes the design you want and the code that was made. It points out the differences and suggests how to adjust the code so the final result is closer to the design.
Installation
Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.
In the terminal (Claude Code, Codex, Cursor), in your project folder:
npx skills add nexu-io/open-design --skill stitch-loopOr download just the file:
curl -L https://raw.githubusercontent.com/nexu-io/open-design/main/skills/stitch-loop/SKILL.md -o SKILL.mdTechnical content (original SKILL.md)
Original text by the author, straight from GitHub.
stitch-loop
Curated from Google Labs (Stitch).
What it does
Iterative design-to-code feedback loop. Critique → adjust → ship cycle for tightening visual fidelity between brief and built UI.
Source
- Upstream: https://github.com/google-labs-code/skills
- Category:
design-systems
How to use
This catalogue entry advertises the skill in OpenDesign so the agent discovers it during planning. To run the full upstream workflow with its original assets, scripts, and references, install the upstream bundle into your active agent's skills directory:
# Inspect the upstream README for exact paths
open https://github.com/google-labs-code/skills
Then ask the agent to invoke this skill by name (stitch-loop) or with
one of the trigger phrases listed in this skill's frontmatter.
FAQ
What is 'visual fidelity'?
It's how closely the final result (what the user sees) matches the original planned design.
Do I need to install anything to use it?
To use the full version with all original features, you might need to install an additional package. For basic use, just ask the agent to use 'stitch-loop'.
Where can I find more information?
You can see the original code and more details on GitHub, at the link provided in the skill's description.
Details
Original description by the author
Iterative design-to-code feedback loop. Critique → adjust → ship cycle for tightening visual fidelity between brief and built UI.
repo: nexu-io/open-design
Popularity
- GitHub stars
- 101k
- Ranking position
- #772
- License
- Apache-2.0
- Updated
- 10/16/2026
Comments
- …
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