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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★ 2
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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

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

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  • codeload.github.com · found in install command

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  • ~/.claude/skills/design-iterate

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
21 lines in SKILL.md · view on GitHub

Agent Skills spec issues

  • files: referenced but missing: references/real-browser-bridge.md, references/visual-design-loop.md, references/design-review-checklist.md

Files (1)

  • SKILL.md

SKILL.md (first lines)

# Design Iterate

Load and follow the instructions in the `design-iterator` agent.

**Usage:**
- `/design-iterate "<url or screen>"` (no flag) — the full loop: 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 an observed token baseline 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 session (findings only, no fixes) via the tiers in `references/real-browser-bridge.md`

**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.

**References:** `references/visual-design-loop.md` (the protocol), `references/real-browser-bridge.md` (logged-in/real-browser tiers), `references/design-review-checklist.md` (rubrics).

**Workflow:** Read protocol → Ground in tokens → Render dev server → Capture 3 viewports → Token-lint + critique → Fix P0/P1 → Re-capture → Log → Exit at clean or cap.

**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, Apache-2.0.

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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

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design-iterate skill. Agent Mart. https://agentmart.dev/skills/bpmforge-design-iterate-a99cd0 (last updated 2026-10-24)