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-a99cd0
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.
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About
Use cases: design
Reviews
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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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Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.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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Signals
- Stars
- 2
- Forks
- 1
- 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
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Codebase archaeology — trace a feature end-to-end before modifying it.
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Cite this page
design-iterate skill. Agent Mart. https://agentmart.dev/skills/bpmforge-design-iterate-a99cd0 (last updated 2026-10-24)