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audit

Review interface code for accessibility, performance, theme support, responsive behavior, and problematic patterns. Receive a scored report with code locations, user impact, severity levels, and prioritized recommendations to guide subsequent fixes.

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Run technical quality checks across accessibility, performance, theming, responsive design, and anti-patterns. Generates a scored report with P0-P3 severity ratings and actionable plan. Use when the user wants an accessibility check, performance audit, or technical quality review.

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适用场景

  • Checking accessibility before release
  • Reviewing performance issues in interface code
  • Inspecting dark mode and mobile layouts
  • Prioritizing UI fixes from a scored report

包含的文件(1)

  • SKILL.md7.5 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

MANDATORY PREPARATION

Invoke /frontend-design — it contains design principles, anti-patterns, and the Context Gathering Protocol. Follow the protocol before proceeding — if no design context exists yet, you MUST run /teach-impeccable first.


Run systematic technical quality checks and generate a comprehensive report. Don't fix issues — document them for other commands to address.

This is a code-level audit, not a design critique. Check what's measurable and verifiable in the implementation.

Diagnostic Scan

Run comprehensive checks across 5 dimensions. Score each dimension 0-4 using the criteria below.

1. Accessibility (A11y)

Check for:

  • Contrast issues: Text contrast ratios < 4.5:1 (or 7:1 for AAA)
  • Missing ARIA: Interactive elements without proper roles, labels, or states
  • Keyboard navigation: Missing focus indicators, illogical tab order, keyboard traps
  • Semantic HTML: Improper heading hierarchy, missing landmarks, divs instead of buttons
  • Alt text: Missing or poor image descriptions
  • Form issues: Inputs without labels, poor error messaging, missing required indicators

Score 0-4: 0=Inaccessible (fails WCAG A), 1=Major gaps (few ARIA labels, no keyboard nav), 2=Partial (some a11y effort, significant gaps), 3=Good (WCAG AA mostly met, minor gaps), 4=Excellent (WCAG AA fully met, approaches AAA)

2. Performance

Check for:

  • Layout thrashing: Reading/writing layout properties in loops
  • Expensive animations: Animating layout properties (width, height, top, left) instead of transform/opacity
  • Missing optimization: Images without lazy loading, unoptimized assets, missing will-change
  • Bundle size: Unnecessary imports, unused dependencies
  • Render performance: Unnecessary re-renders, missing memoization

Score 0-4: 0=Severe issues (layout thrash, unoptimized everything), 1=Major problems (no lazy loading, expensive animations), 2=Partial (some optimization, gaps remain), 3=Good (mostly optimized, minor improvements possible), 4=Excellent (fast, lean, well-optimized)

3. Theming

Check for:

  • Hard-coded colors: Colors not using design tokens
  • Broken dark mode: Missing dark mode variants, poor contrast in dark theme
  • Inconsistent tokens: Using wrong tokens, mixing token types
  • Theme switching issues: Values that don't update on theme change

Score 0-4: 0=No theming (hard-coded everything), 1=Minimal tokens (mostly hard-coded), 2=Partial (tokens exist but inconsistently used), 3=Good (tokens used, minor hard-coded values), 4=Excellent (full token system, dark mode works perfectly)

4. Responsive Design

Check for:

  • Fixed widths: Hard-coded widths that break on mobile
  • Touch targets: Interactive elements < 44x44px
  • Horizontal scroll: Content overflow on narrow viewports
  • Text scaling: Layouts that break when text size increases
  • Missing breakpoints: No mobile/tablet variants

Score 0-4: 0=Desktop-only (breaks on mobile), 1=Major issues (some breakpoints, many failures), 2=Partial (works on mobile, rough edges), 3=Good (responsive, minor touch target or overflow issues), 4=Excellent (fluid, all viewports, proper touch targets)

5. Anti-Patterns (CRITICAL)

Check against ALL the DON'T guidelines in the frontend-design skill. Look for AI slop tells (AI color palette, gradient text, glassmorphism, hero metrics, card grids, generic fonts) and general design anti-patterns (gray on color, nested cards, bounce easing, redundant copy).

Score 0-4: 0=AI slop gallery (5+ tells), 1=Heavy AI aesthetic (3-4 tells), 2=Some tells (1-2 noticeable), 3=Mostly clean (subtle issues only), 4=No AI tells (distinctive, intentional design)

Generate Report

Audit Health Score

#DimensionScoreKey Finding
1Accessibility?[most critical a11y issue or "--"]
2Performance?
3Responsive Design?
4Theming?
5Anti-Patterns?
Total??/20[Rating band]

Rating bands: 18-20 Excellent (minor polish), 14-17 Good (address weak dimensions), 10-13 Acceptable (significant work needed), 6-9 Poor (major overhaul), 0-5 Critical (fundamental issues)

Anti-Patterns Verdict

Start here. Pass/fail: Does this look AI-generated? List specific tells. Be brutally honest.

Executive Summary

  • Audit Health Score: ??/20 ([rating band])
  • Total issues found (count by severity: P0/P1/P2/P3)
  • Top 3-5 critical issues
  • Recommended next steps

Detailed Findings by Severity

Tag every issue with P0-P3 severity:

  • P0 Blocking: Prevents task completion — fix immediately
  • P1 Major: Significant difficulty or WCAG AA violation — fix before release
  • P2 Minor: Annoyance, workaround exists — fix in next pass
  • P3 Polish: Nice-to-fix, no real user impact — fix if time permits

For each issue, document:

  • [P?] Issue name
  • Location: Component, file, line
  • Category: Accessibility / Performance / Theming / Responsive / Anti-Pattern
  • Impact: How it affects users
  • WCAG/Standard: Which standard it violates (if applicable)
  • Recommendation: How to fix it
  • Suggested command: Which command to use (prefer: /audit, /critique, /normalize, /polish, /distill, /clarify, /optimize, /harden, /animate, /colorize, /bolder, /quieter, /delight, /extract, /adapt, /onboard, /typeset, /arrange, /overdrive, /teach-impeccable)

Patterns & Systemic Issues

Identify recurring problems that indicate systemic gaps rather than one-off mistakes:

  • "Hard-coded colors appear in 15+ components, should use design tokens"
  • "Touch targets consistently too small (<44px) throughout mobile experience"

Positive Findings

Note what's working well — good practices to maintain and replicate.

Recommended Actions

List recommended commands in priority order (P0 first, then P1, then P2):

  1. [P?] /command-name — Brief description (specific context from audit findings)
  2. [P?] /command-name — Brief description (specific context)

Rules: Only recommend commands from: /audit, /critique, /normalize, /polish, /distill, /clarify, /optimize, /harden, /animate, /colorize, /bolder, /quieter, /delight, /extract, /adapt, /onboard, /typeset, /arrange, /overdrive, /teach-impeccable. Map findings to the most appropriate command. End with /polish as the final step if any fixes were recommended.

After presenting the summary, tell the user:

You can ask me to run these one at a time, all at once, or in any order you prefer.

Re-run /audit after fixes to see your score improve.

IMPORTANT: Be thorough but actionable. Too many P3 issues creates noise. Focus on what actually matters.

NEVER:

  • Report issues without explaining impact (why does this matter?)
  • Provide generic recommendations (be specific and actionable)
  • Skip positive findings (celebrate what works)
  • Forget to prioritize (everything can't be P0)
  • Report false positives without verification

Remember: You're a technical quality auditor. Document systematically, prioritize ruthlessly, cite specific code locations, and provide clear paths to improvement.

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