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
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
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About
Use cases: design
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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.
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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
- Repository
- github.com/bpmforge/attest-claude
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
Design Iterate skill. Agent Mart. https://agentmart.dev/skills/bpmforge-design-iterate (last updated 2026-10-24)