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Get Started Free →Audit an existing UI for usability, hierarchy, accessibility, and conversion problems. Reviews a live URL, screenshot, or codebase against heuristics and reports prioritized issues with fixes. Use when the user says "audit this UI", "what's wrong with this screen", "UX review", "find the problems", "why is this confusing", or has existing interface to critique. Part of the Product Design set. Can drive a browser for live audits.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-13 | ✗→✓ | ▲ Improved | -9% | 0% |
| case-19 | ✗→✓ | ▲ Improved | -10% | 0% |
| case-01 | ✓→✓ | = Same ✓ | 55% | 0% |
| case-08 | ✓→✓ | = Same ✓ | -3% | 0% |
| case-22 | ✓→✓ | = Same ✓ | 19% | 0% |
Find what's broken in an EXISTING interface and prioritize fixes by impact. The output is a ranked, actionable issue list — not a vibe check. Every issue ties back to the user's goal, so you're fixing what matters, not nitpicking pixels.
design-ideate / design-get-context.design-research.design-qa (compares to a spec; audit is open-ended)../design/context.md (goal, user, success) if it exists — anchors severity../design/audit.md, sorted by severity. Hand fixes to design-ideate/design-prototype.target: https://app.example.com/signup goal: ↑ signup completion
| # | area | issue | sev | fix | eff |
|---|------------|------------------------------------|------|----------------------------------|-----|
| 1 | hierarchy | 3 CTAs same weight above the fold | HIGH | one primary, demote 2 to links | S |
| 2 | clarity | no error state on failed submit | HIGH | inline field errors + summary | M |
| 3 | a11y | CTA contrast 3.1:1 (<4.5 req) | HIGH | darken accent to #1A6FؚE | S |
| 4 | flow | asks company size before email | MED | move optional fields after signup| M |
| 5 | a11y | keyboard focus not visible | MED | add focus ring | S |
notes: full screen-reader pass still required (manual AT).
verdict: 3 HIGH issues likely suppressing completion; fix 1-3 first.audit.md → design-ideate (if fixes need new directions) or design-prototype (if fixes are direct edits). HIGH issues are the priority backlog.
Live URL audit needs a browser-automation tool (snapshot/screenshot) or web-fetch; image audit needs a vision/read tool; code audit needs file reads. Degrades to a heuristic review of whatever can be captured; state what couldn't be verified.
Other measured skills in the registry, with their headline benchmark lift.