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
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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.
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About
Use cases: design
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What this skill can do and what it asks for, from its SKILL.md and code. Checked Nov 1, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
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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 (19 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
Same skill elsewhere
Copies of this SKILL.md published by others; search shows only one of them.
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- 0.595score
code
bpmforge
Doc-driven implementation engineer.
SkillAFreshness: A★ 2Claude Code +9 - 0.595score
frontend
bpmforge
Frontend design — visual polish, typography, color systems, spacing, motion.
SkillAFreshness: A★ 2Claude Code +9 - 0.595score
explore
bpmforge
Codebase archaeology — trace a feature end-to-end before modifying it.
SkillAFreshness: A★ 2Claude Code +9 - 0.595score
design-options
bpmforge
Architecture decision tool — generates 2-3 alternative approaches with explicit trade-offs before committing.
SkillAFreshness: A★ 2Claude Code +9 - 0.594score
autopilot
bpmforge
Orchestrator entry point for unattended run-to-completion — ASSESS what is left (board, gates, requirement ledger, unmerged branches, red suites, with the…
SkillAFreshness: A★ 2Claude Code +9 - 0.593score
containers
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Runtime-aware container ops (Docker/Podman/Rancher-nerdctl/Finch) — builds, Dockerfiles, compose, networking, rootless debugging, image optimization…
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design-iterate skill. Agent Mart. https://agentmart.dev/skills/bpmforge-design-iterate-a99cd0 (last updated 2026-10-24)