Agent skill

Stitch Loop

by nexu-io in nexu-io/open-design

Iterative design-to-code feedback loop. An agent skill from nexu-io/open-design.

Apache-2.0Auto-check passedFrontend & Design

Install Stitch Loop

skills CLI
$ npx skills add nexu-io/open-design --skill stitch-loop -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install nexu-io/open-design stitch-loop --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/nexu-io/open-design.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/stitch-loop .claude/skills/stitch-loop && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
stitch-loop
GitHub stars
100k
Token cost
~297 tokens
SKILL.md length
95 words
Files
1
Skills in repo
245
Repo updated
First seen
Licence
Apache-2.0

At a glance

Iterative design-to-code feedback loop. An agent skill from nexu-io/open-design.

  • Tasks that involve Design to code
  • SKILL.md covers What it does, Source and How to use
  • Reaches github.com

What it does

Stitch Loop is an agent skill from nexu-io/open-design. Iterative design-to-code feedback loop. Critique → adjust → ship cycle for tightening visual fidelity between brief and built UI.

Its SKILL.md is about 300 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Frontend & Design, covering Design to code. The repository describes itself as: 🎨 Best DeepSeek Harness Design Plugin. The open-source Claude Design alternative. 🖥️ Local-first desktop app. 🖼️ Your coding agent becomes the design engine: prototypes… The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve Design to code

Example prompts

  • “/stitch-loop”

What it can do on your machine

Read from SKILL.md and the folder at commit 3449fa6. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • github.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Stitch Loop loads about 297 tokens when it runs. Until then it costs about 35 tokens; SKILL.md has 95 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~35
When it runs · the whole SKILL.md, loaded when a task matches
~297

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from nexu-io/open-design at commit 3449fa6, republished under its Apache-2.0 licence (© nexu-io). 95 words, ~297 tokens.

Download SKILL.mdSave it as .claude/skills/stitch-loop/SKILL.md (or your agent's skills folder).
name
stitch-loop
description
Iterative design-to-code feedback loop. Critique → adjust → ship cycle for tightening visual fidelity between brief and built UI.
triggers
stitch loop, design to code, design iteration, fidelity loop
od.mode
design-system
od.category
design-systems
od.upstream
https://github.com/google-labs-code/skills

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

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:

bash
# 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.

© nexu-io, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/stitch-loop of nexu-io/open-design.

Open the folder on GitHubat commit 3449fa6

Compare with similar skills

Stitch Loop next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Stitch Loop compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Stitch Loop this skillnexu-io/open-design100k—~297Automated safety check: PassApache-2.0
Figma use_figma Plugin API Ruleswarpdotdev/warp65k4 repos~4.4kAutomated safety check: PassAGPL-3.0
Figma Design to Codewarpdotdev/warp65k4 repos~2.9kAutomated safety check: PassAGPL-3.0
Scalar Design Systemscalar/scalar16k—~2.7kAutomated safety check: PassMIT
Figma Design System Rules Generatorwarpdotdev/warp65k3 repos~4.6kAutomated safety check: PassAGPL-3.0
Figma Code Connect Componentswarpdotdev/warp65k2 repos~4.2kAutomated safety check: PassAGPL-3.0

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Questions about Stitch Loop

What does Stitch Loop do?

Iterative design-to-code feedback loop. An agent skill from nexu-io/open-design. Stitch Loop is an agent skill from nexu-io/open-design. Iterative design-to-code feedback loop.

When should I use Stitch Loop?

Stitch Loop fits situations like: tasks that involve Design to code.

How do I install Stitch Loop in Claude Code?

Run `npx skills add nexu-io/open-design --skill stitch-loop -a claude-code`. Or copy the skill folder (skills/stitch-loop in nexu-io/open-design) into .claude/skills/stitch-loop in your project. Claude Code loads it when a task matches its description.

How do I install Stitch Loop in Codex?

Run `npx skills add nexu-io/open-design --skill stitch-loop -a codex`. Or copy the skill folder (skills/stitch-loop in nexu-io/open-design) into .agents/skills/stitch-loop in your project. Codex loads it when a task matches its description.

Can I use Stitch Loop in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add nexu-io/open-design --skill stitch-loop -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/stitch-loop, .gemini/skills/stitch-loop, .github/skills/stitch-loop and .opencode/skills/stitch-loop in your project.

What does Stitch Loop need to run?

SKILL.md names no scripts, command-line tools or credentials: Stitch Loop is instructions for the agent only.

Does Stitch Loop access the network?

SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Stitch Loop safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Stitch Loop use?

Stitch Loop is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Stitch Loop use?

About 297 tokens (SKILL.md is roughly 1.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Stitch Loop?

Skills that share tags, products or a category with Stitch Loop: Figma use_figma Plugin API Rules (warpdotdev/warp, 65k stars), Figma Design to Code (warpdotdev/warp, 65k stars), Scalar Design System (scalar/scalar, 16k stars) and Figma Design System Rules Generator (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Stitch Loop?

nexu-io (a GitHub organization) maintains it in nexu-io/open-design, which has 99,905 GitHub stars. The repository holds 245 skills in this directory. The repository was last updated on October 8, 2026.

Source: nexu-io/open-design on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.