Skip to content
Agentmart
Submit a tool
This entry duplicates design-iterate, which is the one we list in search.

Design Iterate

Claude-Design-style visual iteration loop — render the running UI, screenshot at 375/768/1440, critique against docs/design/tokens.json and design principles…

Skill by bpmforge

IndexedApache-2.0
Write a review

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/bpmforge-design-iterate

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

Claude-Design-style visual iteration loop — render the running UI, screenshot at 375/768/1440, critique against docs/design/tokens.json and design principles, apply fixes, re-capture until clean (cap 3 iterations). Also extracts a token baseline from an existing codebase (--sync) and audits real logged-in browsers (--real). NOT a one-pass review — use /ux --review for findings-only; NOT functional conformance — use /ui-verify.

Use cases: design

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions: not checked yet.

What's inside

Skill name
Design Iterate
Description
Claude-Design-style visual iteration loop — render the running UI, screenshot at 375/768/1440, critique against docs/design/tokens.json and design principles, apply fixes, re-capture until clean (cap 3 iterations). Also extracts a token baseline from an existing codebase (--sync) and audits real logged-in browsers (--real). NOT a one-pass review — use /ux --review for findings-only; NOT functional conformance — use /ui-verify.
License
Apache-2.0
Instructions
20 lines in SKILL.md · view on GitHub

Agent Skills spec issues

  • name: only lowercase letters, digits and single hyphens allowed
  • name: "Design Iterate" does not match folder "design-iterate"
  • files: referenced but missing: references/real-browser-bridge.md

Files (1)

  • SKILL.md

SKILL.md (first lines)

Triggers the **design-iterator** subagent in a forked context.

The closed render→screenshot→critique→fix→re-verify loop that makes a running UI match its design
system — code edits and rendered pixels in one feedback cycle, the property that makes
Claude-Design-style tools work.

**Three modes:**

- **`/design-iterate "<target>"`** (default) — ground in `docs/design/tokens.json` → render → capture mobile/tablet/desktop → deterministic token-lint + vision critique → apply smallest fixes → re-capture until no P0/P1 remains or the 3-iteration cap hits.
- **`/design-iterate --sync`** — extract the *observed* design system from an existing codebase + running app into `docs/design/tokens.json` (`provenance: extracted-baseline`) + `docs/design/TOKEN_DRIFT.md`. Only when no tokens.json exists — authored systems from design-system-lead always win.
- **`/design-iterate --real "<url>"`** — capture + critique a real logged-in browser (findings only, no fixes): persistent profile → playwright-mcp `--extension` mode → CDP attach → claude-in-chrome, per `references/real-browser-bridge.md`. Read-only; login/CAPTCHA hands off to the human.

**Code and pixels in one loop:** a fix is not done when the code is edited — it is done when a fresh screenshot shows it closed. Every finding is grounded: screenshot path + viewport + element + cited token/principle. No vibes.

**Outputs:**
- default → `docs/design/ITERATION_LOG.md` + `docs/screenshots/design-iterate/iter-N/`
- `--sync` → `docs/design/tokens.json` + `docs/design/TOKEN_DRIFT.md`
- `--real` → `docs/design/DESIGN_AUDIT_LIVE.md`

From bpmforge/attest-claude, Apache-2.0.

More from bpmforge/attest-claude

Signals

Stars
0
Forks
0
Open issues
0
Last commit (this folder)
Aug 10, 2026 (2 months ago)
Last release
Oct 13, 2026 (16 days ago)

From GitHub (fetched Oct 24, 2026).

Details

License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

Same skill elsewhere

Copies of this SKILL.md published by others; search shows only one of them.

More from bpmforge

Cite this page

Design Iterate skill. Agent Mart. https://agentmart.dev/skills/bpmforge-design-iterate (last updated 2026-10-24)