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Context: this sub-skill is one lens of the broader
skill. If the
skill is also installed, read its SKILL.md first for Discovery + Anti-Slop + Craft Test, then apply the specific lens below.
Critique the UI at the target the user described through a design lens. Load the
skill.
Step 0: Visual capture (mandatory)
Code-only review is insufficient. Every audit/critique starts with the surface as the user sees it. Try the following in order; use the first one available:
- Playwright MCP — if MCP server is available, use it. Capture full-page screenshots at three viewports: desktop (1280×800), tablet (768×1024), mobile (375×812). Capture dark mode if the app supports it.
- Browser DevTools / Chrome MCP — second choice; same viewport set.
- Other browser automation (, ) — third choice.
- Ask the user — last resort. If no automation is available, request screenshots from the user before proceeding. Be specific:
- "Visual review needs screenshots. Please provide:
- Full-page at 1280px (desktop)
- Full-page at 768px (tablet)
- Full-page at 375px (mobile)
- Dark mode of each, if supported."
Do not begin the review until visuals are captured or provided. State this explicitly to the user when no automation succeeds — don't silently fall back to code-only review.
If the user declines to provide screenshots, run a code-only pass and clearly mark the report
[CODE-ONLY REVIEW — visual issues not assessed]
at the top so the limitation is explicit.
Knob awareness (CRAFT_LEVEL sets the bar for what counts as "needs work"):
- → flag only anti-slop Critical items. Skip Minor polish.
- → flag Critical + Major. Mention Minor polish as optional.
- → flag everything, including Minor polish and missing signature detail.
Run these lenses in order:
- Anti-Slop Test (from SKILL.md): flag every item present. Critical first (ALL CAPS, purple gradients, identical card grids, bounce easing, emoji icons, glassmorphism + neon). Then major (colored pills on trends, thick colored borders, uniform radii, gradient text, walls of text). Then minor (straight quotes, missing , generic CTAs).
- Craft Test (from SKILL.md): where does the design fall short of "one accent, 3-5 placements; plain secondary text for comparisons; functional color only; every section earns its space"?
- Hierarchy: can the user tell what's primary, secondary, tertiary at a glance? Or does everything shout equally?
- Clarity: is the value prop legible in 5 seconds? Are CTAs specific (not "Learn more")?
- Signature detail: is there one memorable element that makes this feel designed, not assembled? If not, suggest one (motif, layout break, custom marker, distinctive hover).
- Inspiration gap — read
references/inspiration.md
: which observed pattern from the archetypes / signature details applies here, and how does the current state diverge from it?
Output format — the Review Format table:
Prioritize by impact, not by file order. End with a one-paragraph summary of the top 3 changes that would raise this from "AI-generated" to "designed".
Do NOT edit code. This is a critique.