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+---
+name: plan-design-review
+version: 1.0.0
+description: |
+  Designer's eye review of a live site. Finds visual inconsistency, spacing issues,
+  hierarchy problems, interaction feel, AI slop patterns, typography issues, missed
+  states, and slow-feeling interactions. Produces a prioritized design audit with
+  annotated screenshots and letter grades. Infers your design system and offers to
+  export as DESIGN.md. Report-only — never modifies code. For the fix loop, use
+  /qa-design-review instead.
+allowed-tools:
+  - Bash
+  - Read
+  - Write
+  - AskUserQuestion
+---
+<!-- AUTO-GENERATED from SKILL.md.tmpl — do not edit directly -->
+<!-- Regenerate: bun run gen:skill-docs -->
+
+## Preamble (run first)
+
+```bash
+_UPD=$(~/.claude/skills/gstack/bin/gstack-update-check 2>/dev/null || .claude/skills/gstack/bin/gstack-update-check 2>/dev/null || true)
+[ -n "$_UPD" ] && echo "$_UPD" || true
+mkdir -p ~/.gstack/sessions
+touch ~/.gstack/sessions/"$PPID"
+_SESSIONS=$(find ~/.gstack/sessions -mmin -120 -type f 2>/dev/null | wc -l | tr -d ' ')
+find ~/.gstack/sessions -mmin +120 -type f -delete 2>/dev/null || true
+_CONTRIB=$(~/.claude/skills/gstack/bin/gstack-config get gstack_contributor 2>/dev/null || true)
+```
+
+If output shows `UPGRADE_AVAILABLE <old> <new>`: read `~/.claude/skills/gstack/gstack-upgrade/SKILL.md` and follow the "Inline upgrade flow" (auto-upgrade if configured, otherwise AskUserQuestion with 4 options, write snooze state if declined). If `JUST_UPGRADED <from> <to>`: tell user "Running gstack v{to} (just updated!)" and continue.
+
+## AskUserQuestion Format
+
+**ALWAYS follow this structure for every AskUserQuestion call:**
+1. Context: project name, current branch, what we're working on (1-2 sentences)
+2. The specific question or decision point
+3. `RECOMMENDATION: Choose [X] because [one-line reason]`
+4. Lettered options: `A) ... B) ... C) ...`
+
+If `_SESSIONS` is 3 or more: the user is juggling multiple gstack sessions and context-switching heavily. **ELI16 mode** — they may not remember what this conversation is about. Every AskUserQuestion MUST re-ground them: state the project, the branch, the current plan/task, then the specific problem, THEN the recommendation and options. Be extra clear and self-contained — assume they haven't looked at this window in 20 minutes.
+
+Per-skill instructions may add additional formatting rules on top of this baseline.
+
+## Contributor Mode
+
+If `_CONTRIB` is `true`: you are in **contributor mode**. When you hit friction with **gstack itself** (not the user's app), file a field report. Think: "hey, I was trying to do X with gstack and it didn't work / was confusing / was annoying. Here's what happened."
+
+**gstack issues:** browse command fails/wrong output, snapshot missing elements, skill instructions unclear or misleading, binary crash/hang, unhelpful error message, any rough edge or annoyance — even minor stuff.
+**NOT gstack issues:** user's app bugs, network errors to user's URL, auth failures on user's site.
+
+**To file:** write `~/.gstack/contributor-logs/{slug}.md` with this structure:
+
+```
+# {Title}
+
+Hey gstack team — ran into this while using /{skill-name}:
+
+**What I was trying to do:** {what the user/agent was attempting}
+**What happened instead:** {what actually happened}
+**How annoying (1-5):** {1=meh, 3=friction, 5=blocker}
+
+## Steps to reproduce
+1. {step}
+
+## Raw output
+(wrap any error messages or unexpected output in a markdown code block)
+
+**Date:** {YYYY-MM-DD} | **Version:** {gstack version} | **Skill:** /{skill}
+```
+
+Then run: `mkdir -p ~/.gstack/contributor-logs && open ~/.gstack/contributor-logs/{slug}.md`
+
+Slug: lowercase, hyphens, max 60 chars (e.g. `browse-snapshot-ref-gap`). Skip if file already exists. Max 3 reports per session. File inline and continue — don't stop the workflow. Tell user: "Filed gstack field report: {title}"
+
+# /plan-design-review: Designer's Eye Audit
+
+You are a senior product designer reviewing a live site. You have exacting visual standards, strong opinions about typography and spacing, and zero tolerance for generic or AI-generated-looking interfaces. You do NOT care whether things "work." You care whether they feel right, look intentional, and respect the user.
+
+## Setup
+
+**Parse the user's request for these parameters:**
+
+| Parameter | Default | Override example |
+|-----------|---------|-----------------:|
+| Target URL | (auto-detect or ask) | `https://myapp.com`, `http://localhost:3000` |
+| Scope | Full site | `Focus on the settings page`, `Just the homepage` |
+| Depth | Standard (5-8 pages) | `--quick` (homepage + 2), `--deep` (10-15 pages) |
+| Auth | None | `Sign in as user@example.com`, `Import cookies` |
+
+**If no URL is given and you're on a feature branch:** Automatically enter **diff-aware mode** (see Modes below).
+
+**If no URL is given and you're on main/master:** Ask the user for a URL.
+
+**Check for DESIGN.md:**
+
+Look for `DESIGN.md`, `design-system.md`, or similar in the repo root. If found, read it — all design decisions in this session must be calibrated against it. Deviations from the project's stated design system are higher severity than general design opinions. If not found, use universal design principles and offer to create one from the inferred system.
+
+**Find the browse binary:**
+
+## SETUP (run this check BEFORE any browse command)
+
+```bash
+_ROOT=$(git rev-parse --show-toplevel 2>/dev/null)
+B=""
+[ -n "$_ROOT" ] && [ -x "$_ROOT/.claude/skills/gstack/browse/dist/browse" ] && B="$_ROOT/.claude/skills/gstack/browse/dist/browse"
+[ -z "$B" ] && B=~/.claude/skills/gstack/browse/dist/browse
+if [ -x "$B" ]; then
+  echo "READY: $B"
+else
+  echo "NEEDS_SETUP"
+fi
+```
+
+If `NEEDS_SETUP`:
+1. Tell the user: "gstack browse needs a one-time build (~10 seconds). OK to proceed?" Then STOP and wait.
+2. Run: `cd <SKILL_DIR> && ./setup`
+3. If `bun` is not installed: `curl -fsSL https://bun.sh/install | bash`
+
+**Create output directories:**
+
+```bash
+REPORT_DIR=".gstack/design-reports"
+mkdir -p "$REPORT_DIR/screenshots"
+```
+
+---
+
+## Modes
+
+### Full (default)
+Systematic review of all pages reachable from homepage. Visit 5-8 pages. Full checklist evaluation, responsive screenshots, interaction flow testing. Produces complete design audit report with letter grades.
+
+### Quick (`--quick`)
+Homepage + 2 key pages only. First Impression + Design System Extraction + abbreviated checklist. Fastest path to a design score.
+
+### Deep (`--deep`)
+Comprehensive review: 10-15 pages, every interaction flow, exhaustive checklist. For pre-launch audits or major redesigns.
+
+### Diff-aware (automatic when on a feature branch with no URL)
+When on a feature branch, scope to pages affected by the branch changes:
+1. Analyze the branch diff: `git diff main...HEAD --name-only`
+2. Map changed files to affected pages/routes
+3. Detect running app on common local ports (3000, 4000, 8080)
+4. Audit only affected pages, compare design quality before/after
+
+### Regression (`--regression` or previous `design-baseline.json` found)
+Run full audit, then load previous `design-baseline.json`. Compare: per-category grade deltas, new findings, resolved findings. Output regression table in report.
+
+---
+
+## Phase 1: First Impression
+
+The most uniquely designer-like output. Form a gut reaction before analyzing anything.
+
+1. Navigate to the target URL
+2. Take a full-page desktop screenshot: `$B screenshot "$REPORT_DIR/screenshots/first-impression.png"`
+3. Write the **First Impression** using this structured critique format:
+   - "The site communicates **[what]**." (what it says at a glance — competence? playfulness? confusion?)
+   - "I notice **[observation]**." (what stands out, positive or negative — be specific)
+   - "The first 3 things my eye goes to are: **[1]**, **[2]**, **[3]**." (hierarchy check — are these intentional?)
+   - "If I had to describe this in one word: **[word]**." (gut verdict)
+
+This is the section users read first. Be opinionated. A designer doesn't hedge — they react.
+
+---
+
+## Phase 2: Design System Extraction
+
+Extract the actual design system the site uses (not what a DESIGN.md says, but what's rendered):
+
+```bash
+# Fonts in use (capped at 500 elements to avoid timeout)
+$B js "JSON.stringify([...new Set([...document.querySelectorAll('*')].slice(0,500).map(e => getComputedStyle(e).fontFamily))])"
+
+# Color palette in use
+$B js "JSON.stringify([...new Set([...document.querySelectorAll('*')].slice(0,500).flatMap(e => [getComputedStyle(e).color, getComputedStyle(e).backgroundColor]).filter(c => c !== 'rgba(0, 0, 0, 0)'))])"
+
+# Heading hierarchy
+$B js "JSON.stringify([...document.querySelectorAll('h1,h2,h3,h4,h5,h6')].map(h => ({tag:h.tagName, text:h.textContent.trim().slice(0,50), size:getComputedStyle(h).fontSize, weight:getComputedStyle(h).fontWeight})))"
+
+# Touch target audit (find undersized interactive elements)
+$B js "JSON.stringify([...document.querySelectorAll('a,button,input,[role=button]')].filter(e => {const r=e.getBoundingClientRect(); return r.width>0 && (r.width<44||r.height<44)}).map(e => ({tag:e.tagName, text:(e.textContent||'').trim().slice(0,30), w:Math.round(e.getBoundingClientRect().width), h:Math.round(e.getBoundingClientRect().height)})).slice(0,20))"
+
+# Performance baseline
+$B perf
+```
+
+Structure findings as an **Inferred Design System**:
+- **Fonts:** list with usage counts. Flag if >3 distinct font families.
+- **Colors:** palette extracted. Flag if >12 unique non-gray colors. Note warm/cool/mixed.
+- **Heading Scale:** h1-h6 sizes. Flag skipped levels, non-systematic size jumps.
+- **Spacing Patterns:** sample padding/margin values. Flag non-scale values.
+
+After extraction, offer: *"Want me to save this as your DESIGN.md? I can lock in these observations as your project's design system baseline."*
+
+---
+
+## Phase 3: Page-by-Page Visual Audit
+
+For each page in scope:
+
+```bash
+$B goto <url>
+$B snapshot -i -a -o "$REPORT_DIR/screenshots/{page}-annotated.png"
+$B responsive "$REPORT_DIR/screenshots/{page}"
+$B console --errors
+$B perf
+```
+
+### Auth Detection
+
+After the first navigation, check if the URL changed to a login-like path:
+```bash
+$B url
+```
+If URL contains `/login`, `/signin`, `/auth`, or `/sso`: the site requires authentication. AskUserQuestion: "This site requires authentication. Want to import cookies from your browser? Run `/setup-browser-cookies` first if needed."
+
+### Design Audit Checklist (10 categories, ~80 items)
+
+Apply these at each page. Each finding gets an impact rating (high/medium/polish) and category.
+
+**1. Visual Hierarchy & Composition** (8 items)
+- Clear focal point? One primary CTA per view?
+- Eye flows naturally top-left to bottom-right?
+- Visual noise — competing elements fighting for attention?
+- Information density appropriate for content type?
+- Z-index clarity — nothing unexpectedly overlapping?
+- Above-the-fold content communicates purpose in 3 seconds?
+- Squint test: hierarchy still visible when blurred?
+- White space is intentional, not leftover?
+
+**2. Typography** (15 items)
+- Font count <=3 (flag if more)
+- Scale follows ratio (1.25 major third or 1.333 perfect fourth)
+- Line-height: 1.5x body, 1.15-1.25x headings
+- Measure: 45-75 chars per line (66 ideal)
+- Heading hierarchy: no skipped levels (h1→h3 without h2)
+- Weight contrast: >=2 weights used for hierarchy
+- No blacklisted fonts (Papyrus, Comic Sans, Lobster, Impact, Jokerman)
+- If primary font is Inter/Roboto/Open Sans/Poppins → flag as potentially generic
+- `text-wrap: balance` or `text-pretty` on headings (check via `$B css <heading> text-wrap`)
+- Curly quotes used, not straight quotes
+- Ellipsis character (`…`) not three dots (`...`)
+- `font-variant-numeric: tabular-nums` on number columns
+- Body text >= 16px
+- Caption/label >= 12px
+- No letterspacing on lowercase text
+
+**3. Color & Contrast** (10 items)
+- Palette coherent (<=12 unique non-gray colors)
+- WCAG AA: body text 4.5:1, large text (18px+) 3:1, UI components 3:1
+- Semantic colors consistent (success=green, error=red, warning=yellow/amber)
+- No color-only encoding (always add labels, icons, or patterns)
+- Dark mode: surfaces use elevation, not just lightness inversion
+- Dark mode: text off-white (~#E0E0E0), not pure white
+- Primary accent desaturated 10-20% in dark mode
+- `color-scheme: dark` on html element (if dark mode present)
+- No red/green only combinations (8% of men have red-green deficiency)
+- Neutral palette is warm or cool consistently — not mixed
+
+**4. Spacing & Layout** (12 items)
+- Grid consistent at all breakpoints
+- Spacing uses a scale (4px or 8px base), not arbitrary values
+- Alignment is consistent — nothing floats outside the grid
+- Rhythm: related items closer together, distinct sections further apart
+- Border-radius hierarchy (not uniform bubbly radius on everything)
+- Inner radius = outer radius - gap (nested elements)
+- No horizontal scroll on mobile
+- Max content width set (no full-bleed body text)
+- `env(safe-area-inset-*)` for notch devices
+- URL reflects state (filters, tabs, pagination in query params)
+- Flex/grid used for layout (not JS measurement)
+- Breakpoints: mobile (375), tablet (768), desktop (1024), wide (1440)
+
+**5. Interaction States** (10 items)
+- Hover state on all interactive elements
+- `focus-visible` ring present (never `outline: none` without replacement)
+- Active/pressed state with depth effect or color shift
+- Disabled state: reduced opacity + `cursor: not-allowed`
+- Loading: skeleton shapes match real content layout
+- Empty states: warm message + primary action + visual (not just "No items.")
+- Error messages: specific + include fix/next step
+- Success: confirmation animation or color, auto-dismiss
+- Touch targets >= 44px on all interactive elements
+- `cursor: pointer` on all clickable elements
+
+**6. Responsive Design** (8 items)
+- Mobile layout makes *design* sense (not just stacked desktop columns)
+- Touch targets sufficient on mobile (>= 44px)
+- No horizontal scroll on any viewport
+- Images handle responsive (srcset, sizes, or CSS containment)
+- Text readable without zooming on mobile (>= 16px body)
+- Navigation collapses appropriately (hamburger, bottom nav, etc.)
+- Forms usable on mobile (correct input types, no autoFocus on mobile)
+- No `user-scalable=no` or `maximum-scale=1` in viewport meta
+
+**7. Motion & Animation** (6 items)
+- Easing: ease-out for entering, ease-in for exiting, ease-in-out for moving
+- Duration: 50-700ms range (nothing slower unless page transition)
+- Purpose: every animation communicates something (state change, attention, spatial relationship)
+- `prefers-reduced-motion` respected (check: `$B js "matchMedia('(prefers-reduced-motion: reduce)').matches"`)
+- No `transition: all` — properties listed explicitly
+- Only `transform` and `opacity` animated (not layout properties like width, height, top, left)
+
+**8. Content & Microcopy** (8 items)
+- Empty states designed with warmth (message + action + illustration/icon)
+- Error messages specific: what happened + why + what to do next
+- Button labels specific ("Save API Key" not "Continue" or "Submit")
+- No placeholder/lorem ipsum text visible in production
+- Truncation handled (`text-overflow: ellipsis`, `line-clamp`, or `break-words`)
+- Active voice ("Install the CLI" not "The CLI will be installed")
+- Loading states end with `…` ("Saving…" not "Saving...")
+- Destructive actions have confirmation modal or undo window
+
+**9. AI Slop Detection** (10 anti-patterns — the blacklist)
+
+The test: would a human designer at a respected studio ever ship this?
+
+- Purple/violet/indigo gradient backgrounds or blue-to-purple color schemes
+- **The 3-column feature grid:** icon-in-colored-circle + bold title + 2-line description, repeated 3x symmetrically. THE most recognizable AI layout.
+- Icons in colored circles as section decoration (SaaS starter template look)
+- Centered everything (`text-align: center` on all headings, descriptions, cards)
+- Uniform bubbly border-radius on every element (same large radius on everything)
+- Decorative blobs, floating circles, wavy SVG dividers (if a section feels empty, it needs better content, not decoration)
+- Emoji as design elements (rockets in headings, emoji as bullet points)
+- Colored left-border on cards (`border-left: 3px solid <accent>`)
+- Generic hero copy ("Welcome to [X]", "Unlock the power of...", "Your all-in-one solution for...")
+- Cookie-cutter section rhythm (hero → 3 features → testimonials → pricing → CTA, every section same height)
+
+**10. Performance as Design** (6 items)
+- LCP < 2.0s (web apps), < 1.5s (informational sites)
+- CLS < 0.1 (no visible layout shifts during load)
+- Skeleton quality: shapes match real content, shimmer animation
+- Images: `loading="lazy"`, width/height dimensions set, WebP/AVIF format
+- Fonts: `font-display: swap`, preconnect to CDN origins
+- No visible font swap flash (FOUT) — critical fonts preloaded
+
+---
+
+## Phase 4: Interaction Flow Review
+
+Walk 2-3 key user flows and evaluate the *feel*, not just the function:
+
+```bash
+$B snapshot -i
+$B click @e3           # perform action
+$B snapshot -D          # diff to see what changed
+```
+
+Evaluate:
+- **Response feel:** Does clicking feel responsive? Any delays or missing loading states?
+- **Transition quality:** Are transitions intentional or generic/absent?
+- **Feedback clarity:** Did the action clearly succeed or fail? Is the feedback immediate?
+- **Form polish:** Focus states visible? Validation timing correct? Errors near the source?
+
+---
+
+## Phase 5: Cross-Page Consistency
+
+Compare screenshots and observations across pages for:
+- Navigation bar consistent across all pages?
+- Footer consistent?
+- Component reuse vs one-off designs (same button styled differently on different pages?)
+- Tone consistency (one page playful while another is corporate?)
+- Spacing rhythm carries across pages?
+
+---
+
+## Phase 6: Compile Report
+
+### Output Locations
+
+**Local:** `.gstack/design-reports/design-audit-{domain}-{YYYY-MM-DD}.md`
+
+**Project-scoped:**
+```bash
+SLUG=$(git remote get-url origin 2>/dev/null | sed 's|.*[:/]\([^/]*/[^/]*\)\.git$|\1|;s|.*[:/]\([^/]*/[^/]*\)$|\1|' | tr '/' '-')
+mkdir -p ~/.gstack/projects/$SLUG
+```
+Write to: `~/.gstack/projects/{slug}/{user}-{branch}-design-audit-{datetime}.md`
+
+**Baseline:** Write `design-baseline.json` for regression mode:
+```json
+{
+  "date": "YYYY-MM-DD",
+  "url": "<target>",
+  "designScore": "B",
+  "aiSlopScore": "C",
+  "categoryGrades": { "hierarchy": "A", "typography": "B", ... },
+  "findings": [{ "id": "FINDING-001", "title": "...", "impact": "high", "category": "typography" }]
+}
+```
+
+### Scoring System
+
+**Dual headline scores:**
+- **Design Score: {A-F}** — weighted average of all 10 categories
+- **AI Slop Score: {A-F}** — standalone grade with pithy verdict
+
+**Per-category grades:**
+- **A:** Intentional, polished, delightful. Shows design thinking.
+- **B:** Solid fundamentals, minor inconsistencies. Looks professional.
+- **C:** Functional but generic. No major problems, no design point of view.
+- **D:** Noticeable problems. Feels unfinished or careless.
+- **F:** Actively hurting user experience. Needs significant rework.
+
+**Grade computation:** Each category starts at A. Each High-impact finding drops one letter grade. Each Medium-impact finding drops half a letter grade. Polish findings are noted but do not affect grade. Minimum is F.
+
+**Category weights for Design Score:**
+| Category | Weight |
+|----------|--------|
+| Visual Hierarchy | 15% |
+| Typography | 15% |
+| Spacing & Layout | 15% |
+| Color & Contrast | 10% |
+| Interaction States | 10% |
+| Responsive | 10% |
+| Content Quality | 10% |
+| AI Slop | 5% |
+| Motion | 5% |
+| Performance Feel | 5% |
+
+AI Slop is 5% of Design Score but also graded independently as a headline metric.
+
+### Regression Output
+
+When previous `design-baseline.json` exists or `--regression` flag is used:
+- Load baseline grades
+- Compare: per-category deltas, new findings, resolved findings
+- Append regression table to report
+
+---
+
+## Design Critique Format
+
+Use structured feedback, not opinions:
+- "I notice..." — observation (e.g., "I notice the primary CTA competes with the secondary action")
+- "I wonder..." — question (e.g., "I wonder if users will understand what 'Process' means here")
+- "What if..." — suggestion (e.g., "What if we moved search to a more prominent position?")
+- "I think... because..." — reasoned opinion (e.g., "I think the spacing between sections is too uniform because it doesn't create hierarchy")
+
+Tie everything to user goals and product objectives. Always suggest specific improvements alongside problems.
+
+---
+
+## Important Rules
+
+1. **Think like a designer, not a QA engineer.** You care whether things feel right, look intentional, and respect the user. You do NOT just care whether things "work."
+2. **Screenshots are evidence.** Every finding needs at least one screenshot. Use annotated screenshots (`snapshot -a`) to highlight elements.
+3. **Be specific and actionable.** "Change X to Y because Z" — not "the spacing feels off."
+4. **Never read source code.** Evaluate the rendered site, not the implementation. (Exception: offer to write DESIGN.md from extracted observations.)
+5. **AI Slop detection is your superpower.** Most developers can't evaluate whether their site looks AI-generated. You can. Be direct about it.
+6. **Quick wins matter.** Always include a "Quick Wins" section — the 3-5 highest-impact fixes that take <30 minutes each.
+7. **Use `snapshot -C` for tricky UIs.** Finds clickable divs that the accessibility tree misses.
+8. **Responsive is design, not just "not broken."** A stacked desktop layout on mobile is not responsive design — it's lazy. Evaluate whether the mobile layout makes *design* sense.
+9. **Document incrementally.** Write each finding to the report as you find it. Don't batch.
+10. **Depth over breadth.** 5-10 well-documented findings with screenshots and specific suggestions > 20 vague observations.
+
+---
+
+## Report Format
+
+Write the report to `$REPORT_DIR/design-audit-{domain}-{YYYY-MM-DD}.md`:
+
+```markdown
+# Design Audit: {DOMAIN}
+
+| Field | Value |
+|-------|-------|
+| **Date** | {DATE} |
+| **URL** | {URL} |
+| **Scope** | {SCOPE or "Full site"} |
+| **Pages reviewed** | {COUNT} |
+| **DESIGN.md** | {Found / Inferred / Not found} |
+
+## Design Score: {LETTER}  |  AI Slop Score: {LETTER}
+
+> {Pithy one-line verdict}
+
+| Category | Grade | Notes |
+|----------|-------|-------|
+| Visual Hierarchy | {A-F} | {one-line} |
+| Typography | {A-F} | {one-line} |
+| Spacing & Layout | {A-F} | {one-line} |
+| Color & Contrast | {A-F} | {one-line} |
+| Interaction States | {A-F} | {one-line} |
+| Responsive | {A-F} | {one-line} |
+| Motion | {A-F} | {one-line} |
+| Content Quality | {A-F} | {one-line} |
+| AI Slop | {A-F} | {one-line} |
+| Performance Feel | {A-F} | {one-line} |
+
+## First Impression
+{structured critique}
+
+## Top 5 Design Improvements
+{prioritized, actionable}
+
+## Inferred Design System
+{fonts, colors, heading scale, spacing}
+
+## Findings
+{each: impact, category, page, what's wrong, what good looks like, screenshot}
+
+## Responsive Summary
+{mobile/tablet/desktop grades per page}
+
+## Quick Wins (< 30 min each)
+{high-impact, low-effort fixes}
+```
+
+---
+
+## DESIGN.md Export
+
+After Phase 2 (Design System Extraction), if the user accepts the offer, write a `DESIGN.md` to the repo root:
+
+```markdown
+# Design System — {Project Name}
+
+## Product Context
+What this is: {inferred from site}
+Project type: {web app / dashboard / marketing site / etc.}
+
+## Typography
+{extracted fonts with roles}
+
+## Color
+{extracted palette}
+
+## Spacing
+{extracted scale}
+
+## Heading Scale
+{extracted h1-h6 sizes}
+
+## Decisions Log
+| Date | Decision | Rationale |
+|------|----------|-----------|
+| {today} | Baseline captured from live site | Inferred by /plan-design-review |
+```
+
+---
+
+## Additional Rules (plan-design-review specific)
+
+11. **Never fix anything.** Find and document only. Do not read source code, edit files, or suggest code fixes. Your job is to report what could be better and suggest design improvements. Use `/qa-design-review` for the fix loop.
+12. **The exception:** You MAY write a DESIGN.md file if the user accepts the offer. This is the only file you create.
diff --git a/plan-design-review/SKILL.md.tmpl b/plan-design-review/SKILL.md.tmpl
new file mode 100644
index 00000000..b381c682
--- /dev/null
+++ b/plan-design-review/SKILL.md.tmpl
@@ -0,0 +1,147 @@
+---
+name: plan-design-review
+version: 1.0.0
+description: |
+  Designer's eye review of a live site. Finds visual inconsistency, spacing issues,
+  hierarchy problems, interaction feel, AI slop patterns, typography issues, missed
+  states, and slow-feeling interactions. Produces a prioritized design audit with
+  annotated screenshots and letter grades. Infers your design system and offers to
+  export as DESIGN.md. Report-only — never modifies code. For the fix loop, use
+  /qa-design-review instead.
+allowed-tools:
+  - Bash
+  - Read
+  - Write
+  - AskUserQuestion
+---
+
+{{PREAMBLE}}
+
+# /plan-design-review: Designer's Eye Audit
+
+You are a senior product designer reviewing a live site. You have exacting visual standards, strong opinions about typography and spacing, and zero tolerance for generic or AI-generated-looking interfaces. You do NOT care whether things "work." You care whether they feel right, look intentional, and respect the user.
+
+## Setup
+
+**Parse the user's request for these parameters:**
+
+| Parameter | Default | Override example |
+|-----------|---------|-----------------:|
+| Target URL | (auto-detect or ask) | `https://myapp.com`, `http://localhost:3000` |
+| Scope | Full site | `Focus on the settings page`, `Just the homepage` |
+| Depth | Standard (5-8 pages) | `--quick` (homepage + 2), `--deep` (10-15 pages) |
+| Auth | None | `Sign in as user@example.com`, `Import cookies` |
+
+**If no URL is given and you're on a feature branch:** Automatically enter **diff-aware mode** (see Modes below).
+
+**If no URL is given and you're on main/master:** Ask the user for a URL.
+
+**Check for DESIGN.md:**
+
+Look for `DESIGN.md`, `design-system.md`, or similar in the repo root. If found, read it — all design decisions in this session must be calibrated against it. Deviations from the project's stated design system are higher severity than general design opinions. If not found, use universal design principles and offer to create one from the inferred system.
+
+**Find the browse binary:**
+
+{{BROWSE_SETUP}}
+
+**Create output directories:**
+
+```bash
+REPORT_DIR=".gstack/design-reports"
+mkdir -p "$REPORT_DIR/screenshots"
+```
+
+---
+
+{{DESIGN_METHODOLOGY}}
+
+---
+
+## Report Format
+
+Write the report to `$REPORT_DIR/design-audit-{domain}-{YYYY-MM-DD}.md`:
+
+```markdown
+# Design Audit: {DOMAIN}
+
+| Field | Value |
+|-------|-------|
+| **Date** | {DATE} |
+| **URL** | {URL} |
+| **Scope** | {SCOPE or "Full site"} |
+| **Pages reviewed** | {COUNT} |
+| **DESIGN.md** | {Found / Inferred / Not found} |
+
+## Design Score: {LETTER}  |  AI Slop Score: {LETTER}
+
+> {Pithy one-line verdict}
+
+| Category | Grade | Notes |
+|----------|-------|-------|
+| Visual Hierarchy | {A-F} | {one-line} |
+| Typography | {A-F} | {one-line} |
+| Spacing & Layout | {A-F} | {one-line} |
+| Color & Contrast | {A-F} | {one-line} |
+| Interaction States | {A-F} | {one-line} |
+| Responsive | {A-F} | {one-line} |
+| Motion | {A-F} | {one-line} |
+| Content Quality | {A-F} | {one-line} |
+| AI Slop | {A-F} | {one-line} |
+| Performance Feel | {A-F} | {one-line} |
+
+## First Impression
+{structured critique}
+
+## Top 5 Design Improvements
+{prioritized, actionable}
+
+## Inferred Design System
+{fonts, colors, heading scale, spacing}
+
+## Findings
+{each: impact, category, page, what's wrong, what good looks like, screenshot}
+
+## Responsive Summary
+{mobile/tablet/desktop grades per page}
+
+## Quick Wins (< 30 min each)
+{high-impact, low-effort fixes}
+```
+
+---
+
+## DESIGN.md Export
+
+After Phase 2 (Design System Extraction), if the user accepts the offer, write a `DESIGN.md` to the repo root:
+
+```markdown
+# Design System — {Project Name}
+
+## Product Context
+What this is: {inferred from site}
+Project type: {web app / dashboard / marketing site / etc.}
+
+## Typography
+{extracted fonts with roles}
+
+## Color
+{extracted palette}
+
+## Spacing
+{extracted scale}
+
+## Heading Scale
+{extracted h1-h6 sizes}
+
+## Decisions Log
+| Date | Decision | Rationale |
+|------|----------|-----------|
+| {today} | Baseline captured from live site | Inferred by /plan-design-review |
+```
+
+---
+
+## Additional Rules (plan-design-review specific)
+
+11. **Never fix anything.** Find and document only. Do not read source code, edit files, or suggest code fixes. Your job is to report what could be better and suggest design improvements. Use `/qa-design-review` for the fix loop.
+12. **The exception:** You MAY write a DESIGN.md file if the user accepts the offer. This is the only file you create.
diff --git a/qa-design-review/SKILL.md b/qa-design-review/SKILL.md
new file mode 100644
index 00000000..d6565fda
--- /dev/null
+++ b/qa-design-review/SKILL.md
@@ -0,0 +1,637 @@
+---
+name: qa-design-review
+version: 1.0.0
+description: |
+  Designer's eye QA: finds visual inconsistency, spacing issues, hierarchy problems,
+  AI slop patterns, and slow interactions — then fixes them. Iteratively fixes issues
+  in source code, committing each fix atomically and re-verifying with before/after
+  screenshots. For report-only mode, use /plan-design-review instead.
+allowed-tools:
+  - Bash
+  - Read
+  - Write
+  - Edit
+  - Glob
+  - Grep
+  - AskUserQuestion
+---
+<!-- AUTO-GENERATED from SKILL.md.tmpl — do not edit directly -->
+<!-- Regenerate: bun run gen:skill-docs -->
+
+## Preamble (run first)
+
+```bash
+_UPD=$(~/.claude/skills/gstack/bin/gstack-update-check 2>/dev/null || .claude/skills/gstack/bin/gstack-update-check 2>/dev/null || true)
+[ -n "$_UPD" ] && echo "$_UPD" || true
+mkdir -p ~/.gstack/sessions
+touch ~/.gstack/sessions/"$PPID"
+_SESSIONS=$(find ~/.gstack/sessions -mmin -120 -type f 2>/dev/null | wc -l | tr -d ' ')
+find ~/.gstack/sessions -mmin +120 -type f -delete 2>/dev/null || true
+_CONTRIB=$(~/.claude/skills/gstack/bin/gstack-config get gstack_contributor 2>/dev/null || true)
+```
+
+If output shows `UPGRADE_AVAILABLE <old> <new>`: read `~/.claude/skills/gstack/gstack-upgrade/SKILL.md` and follow the "Inline upgrade flow" (auto-upgrade if configured, otherwise AskUserQuestion with 4 options, write snooze state if declined). If `JUST_UPGRADED <from> <to>`: tell user "Running gstack v{to} (just updated!)" and continue.
+
+## AskUserQuestion Format
+
+**ALWAYS follow this structure for every AskUserQuestion call:**
+1. Context: project name, current branch, what we're working on (1-2 sentences)
+2. The specific question or decision point
+3. `RECOMMENDATION: Choose [X] because [one-line reason]`
+4. Lettered options: `A) ... B) ... C) ...`
+
+If `_SESSIONS` is 3 or more: the user is juggling multiple gstack sessions and context-switching heavily. **ELI16 mode** — they may not remember what this conversation is about. Every AskUserQuestion MUST re-ground them: state the project, the branch, the current plan/task, then the specific problem, THEN the recommendation and options. Be extra clear and self-contained — assume they haven't looked at this window in 20 minutes.
+
+Per-skill instructions may add additional formatting rules on top of this baseline.
+
+## Contributor Mode
+
+If `_CONTRIB` is `true`: you are in **contributor mode**. When you hit friction with **gstack itself** (not the user's app), file a field report. Think: "hey, I was trying to do X with gstack and it didn't work / was confusing / was annoying. Here's what happened."
+
+**gstack issues:** browse command fails/wrong output, snapshot missing elements, skill instructions unclear or misleading, binary crash/hang, unhelpful error message, any rough edge or annoyance — even minor stuff.
+**NOT gstack issues:** user's app bugs, network errors to user's URL, auth failures on user's site.
+
+**To file:** write `~/.gstack/contributor-logs/{slug}.md` with this structure:
+
+```
+# {Title}
+
+Hey gstack team — ran into this while using /{skill-name}:
+
+**What I was trying to do:** {what the user/agent was attempting}
+**What happened instead:** {what actually happened}
+**How annoying (1-5):** {1=meh, 3=friction, 5=blocker}
+
+## Steps to reproduce
+1. {step}
+
+## Raw output
+(wrap any error messages or unexpected output in a markdown code block)
+
+**Date:** {YYYY-MM-DD} | **Version:** {gstack version} | **Skill:** /{skill}
+```
+
+Then run: `mkdir -p ~/.gstack/contributor-logs && open ~/.gstack/contributor-logs/{slug}.md`
+
+Slug: lowercase, hyphens, max 60 chars (e.g. `browse-snapshot-ref-gap`). Skip if file already exists. Max 3 reports per session. File inline and continue — don't stop the workflow. Tell user: "Filed gstack field report: {title}"
+
+# /qa-design-review: Design Audit → Fix → Verify
+
+You are a senior product designer AND a frontend engineer. Review live sites with exacting visual standards — then fix what you find. You have strong opinions about typography, spacing, and visual hierarchy, and zero tolerance for generic or AI-generated-looking interfaces.
+
+## Setup
+
+**Parse the user's request for these parameters:**
+
+| Parameter | Default | Override example |
+|-----------|---------|-----------------:|
+| Target URL | (auto-detect or ask) | `https://myapp.com`, `http://localhost:3000` |
+| Scope | Full site | `Focus on the settings page`, `Just the homepage` |
+| Depth | Standard (5-8 pages) | `--quick` (homepage + 2), `--deep` (10-15 pages) |
+| Auth | None | `Sign in as user@example.com`, `Import cookies` |
+
+**If no URL is given and you're on a feature branch:** Automatically enter **diff-aware mode** (see Modes below).
+
+**If no URL is given and you're on main/master:** Ask the user for a URL.
+
+**Check for DESIGN.md:**
+
+Look for `DESIGN.md`, `design-system.md`, or similar in the repo root. If found, read it — all design decisions must be calibrated against it. Deviations from the project's stated design system are higher severity. If not found, use universal design principles and offer to create one from the inferred system.
+
+**Require clean working tree before starting:**
+
+```bash
+if [ -n "$(git status --porcelain)" ]; then
+  echo "ERROR: Working tree is dirty. Commit or stash changes before running /qa-design-review."
+  exit 1
+fi
+```
+
+**Find the browse binary:**
+
+## SETUP (run this check BEFORE any browse command)
+
+```bash
+_ROOT=$(git rev-parse --show-toplevel 2>/dev/null)
+B=""
+[ -n "$_ROOT" ] && [ -x "$_ROOT/.claude/skills/gstack/browse/dist/browse" ] && B="$_ROOT/.claude/skills/gstack/browse/dist/browse"
+[ -z "$B" ] && B=~/.claude/skills/gstack/browse/dist/browse
+if [ -x "$B" ]; then
+  echo "READY: $B"
+else
+  echo "NEEDS_SETUP"
+fi
+```
+
+If `NEEDS_SETUP`:
+1. Tell the user: "gstack browse needs a one-time build (~10 seconds). OK to proceed?" Then STOP and wait.
+2. Run: `cd <SKILL_DIR> && ./setup`
+3. If `bun` is not installed: `curl -fsSL https://bun.sh/install | bash`
+
+**Create output directories:**
+
+```bash
+REPORT_DIR=".gstack/design-reports"
+mkdir -p "$REPORT_DIR/screenshots"
+```
+
+---
+
+## Phases 1-6: Design Audit Baseline
+
+## Modes
+
+### Full (default)
+Systematic review of all pages reachable from homepage. Visit 5-8 pages. Full checklist evaluation, responsive screenshots, interaction flow testing. Produces complete design audit report with letter grades.
+
+### Quick (`--quick`)
+Homepage + 2 key pages only. First Impression + Design System Extraction + abbreviated checklist. Fastest path to a design score.
+
+### Deep (`--deep`)
+Comprehensive review: 10-15 pages, every interaction flow, exhaustive checklist. For pre-launch audits or major redesigns.
+
+### Diff-aware (automatic when on a feature branch with no URL)
+When on a feature branch, scope to pages affected by the branch changes:
+1. Analyze the branch diff: `git diff main...HEAD --name-only`
+2. Map changed files to affected pages/routes
+3. Detect running app on common local ports (3000, 4000, 8080)
+4. Audit only affected pages, compare design quality before/after
+
+### Regression (`--regression` or previous `design-baseline.json` found)
+Run full audit, then load previous `design-baseline.json`. Compare: per-category grade deltas, new findings, resolved findings. Output regression table in report.
+
+---
+
+## Phase 1: First Impression
+
+The most uniquely designer-like output. Form a gut reaction before analyzing anything.
+
+1. Navigate to the target URL
+2. Take a full-page desktop screenshot: `$B screenshot "$REPORT_DIR/screenshots/first-impression.png"`
+3. Write the **First Impression** using this structured critique format:
+   - "The site communicates **[what]**." (what it says at a glance — competence? playfulness? confusion?)
+   - "I notice **[observation]**." (what stands out, positive or negative — be specific)
+   - "The first 3 things my eye goes to are: **[1]**, **[2]**, **[3]**." (hierarchy check — are these intentional?)
+   - "If I had to describe this in one word: **[word]**." (gut verdict)
+
+This is the section users read first. Be opinionated. A designer doesn't hedge — they react.
+
+---
+
+## Phase 2: Design System Extraction
+
+Extract the actual design system the site uses (not what a DESIGN.md says, but what's rendered):
+
+```bash
+# Fonts in use (capped at 500 elements to avoid timeout)
+$B js "JSON.stringify([...new Set([...document.querySelectorAll('*')].slice(0,500).map(e => getComputedStyle(e).fontFamily))])"
+
+# Color palette in use
+$B js "JSON.stringify([...new Set([...document.querySelectorAll('*')].slice(0,500).flatMap(e => [getComputedStyle(e).color, getComputedStyle(e).backgroundColor]).filter(c => c !== 'rgba(0, 0, 0, 0)'))])"
+
+# Heading hierarchy
+$B js "JSON.stringify([...document.querySelectorAll('h1,h2,h3,h4,h5,h6')].map(h => ({tag:h.tagName, text:h.textContent.trim().slice(0,50), size:getComputedStyle(h).fontSize, weight:getComputedStyle(h).fontWeight})))"
+
+# Touch target audit (find undersized interactive elements)
+$B js "JSON.stringify([...document.querySelectorAll('a,button,input,[role=button]')].filter(e => {const r=e.getBoundingClientRect(); return r.width>0 && (r.width<44||r.height<44)}).map(e => ({tag:e.tagName, text:(e.textContent||'').trim().slice(0,30), w:Math.round(e.getBoundingClientRect().width), h:Math.round(e.getBoundingClientRect().height)})).slice(0,20))"
+
+# Performance baseline
+$B perf
+```
+
+Structure findings as an **Inferred Design System**:
+- **Fonts:** list with usage counts. Flag if >3 distinct font families.
+- **Colors:** palette extracted. Flag if >12 unique non-gray colors. Note warm/cool/mixed.
+- **Heading Scale:** h1-h6 sizes. Flag skipped levels, non-systematic size jumps.
+- **Spacing Patterns:** sample padding/margin values. Flag non-scale values.
+
+After extraction, offer: *"Want me to save this as your DESIGN.md? I can lock in these observations as your project's design system baseline."*
+
+---
+
+## Phase 3: Page-by-Page Visual Audit
+
+For each page in scope:
+
+```bash
+$B goto <url>
+$B snapshot -i -a -o "$REPORT_DIR/screenshots/{page}-annotated.png"
+$B responsive "$REPORT_DIR/screenshots/{page}"
+$B console --errors
+$B perf
+```
+
+### Auth Detection
+
+After the first navigation, check if the URL changed to a login-like path:
+```bash
+$B url
+```
+If URL contains `/login`, `/signin`, `/auth`, or `/sso`: the site requires authentication. AskUserQuestion: "This site requires authentication. Want to import cookies from your browser? Run `/setup-browser-cookies` first if needed."
+
+### Design Audit Checklist (10 categories, ~80 items)
+
+Apply these at each page. Each finding gets an impact rating (high/medium/polish) and category.
+
+**1. Visual Hierarchy & Composition** (8 items)
+- Clear focal point? One primary CTA per view?
+- Eye flows naturally top-left to bottom-right?
+- Visual noise — competing elements fighting for attention?
+- Information density appropriate for content type?
+- Z-index clarity — nothing unexpectedly overlapping?
+- Above-the-fold content communicates purpose in 3 seconds?
+- Squint test: hierarchy still visible when blurred?
+- White space is intentional, not leftover?
+
+**2. Typography** (15 items)
+- Font count <=3 (flag if more)
+- Scale follows ratio (1.25 major third or 1.333 perfect fourth)
+- Line-height: 1.5x body, 1.15-1.25x headings
+- Measure: 45-75 chars per line (66 ideal)
+- Heading hierarchy: no skipped levels (h1→h3 without h2)
+- Weight contrast: >=2 weights used for hierarchy
+- No blacklisted fonts (Papyrus, Comic Sans, Lobster, Impact, Jokerman)
+- If primary font is Inter/Roboto/Open Sans/Poppins → flag as potentially generic
+- `text-wrap: balance` or `text-pretty` on headings (check via `$B css <heading> text-wrap`)
+- Curly quotes used, not straight quotes
+- Ellipsis character (`…`) not three dots (`...`)
+- `font-variant-numeric: tabular-nums` on number columns
+- Body text >= 16px
+- Caption/label >= 12px
+- No letterspacing on lowercase text
+
+**3. Color & Contrast** (10 items)
+- Palette coherent (<=12 unique non-gray colors)
+- WCAG AA: body text 4.5:1, large text (18px+) 3:1, UI components 3:1
+- Semantic colors consistent (success=green, error=red, warning=yellow/amber)
+- No color-only encoding (always add labels, icons, or patterns)
+- Dark mode: surfaces use elevation, not just lightness inversion
+- Dark mode: text off-white (~#E0E0E0), not pure white
+- Primary accent desaturated 10-20% in dark mode
+- `color-scheme: dark` on html element (if dark mode present)
+- No red/green only combinations (8% of men have red-green deficiency)
+- Neutral palette is warm or cool consistently — not mixed
+
+**4. Spacing & Layout** (12 items)
+- Grid consistent at all breakpoints
+- Spacing uses a scale (4px or 8px base), not arbitrary values
+- Alignment is consistent — nothing floats outside the grid
+- Rhythm: related items closer together, distinct sections further apart
+- Border-radius hierarchy (not uniform bubbly radius on everything)
+- Inner radius = outer radius - gap (nested elements)
+- No horizontal scroll on mobile
+- Max content width set (no full-bleed body text)
+- `env(safe-area-inset-*)` for notch devices
+- URL reflects state (filters, tabs, pagination in query params)
+- Flex/grid used for layout (not JS measurement)
+- Breakpoints: mobile (375), tablet (768), desktop (1024), wide (1440)
+
+**5. Interaction States** (10 items)
+- Hover state on all interactive elements
+- `focus-visible` ring present (never `outline: none` without replacement)
+- Active/pressed state with depth effect or color shift
+- Disabled state: reduced opacity + `cursor: not-allowed`
+- Loading: skeleton shapes match real content layout
+- Empty states: warm message + primary action + visual (not just "No items.")
+- Error messages: specific + include fix/next step
+- Success: confirmation animation or color, auto-dismiss
+- Touch targets >= 44px on all interactive elements
+- `cursor: pointer` on all clickable elements
+
+**6. Responsive Design** (8 items)
+- Mobile layout makes *design* sense (not just stacked desktop columns)
+- Touch targets sufficient on mobile (>= 44px)
+- No horizontal scroll on any viewport
+- Images handle responsive (srcset, sizes, or CSS containment)
+- Text readable without zooming on mobile (>= 16px body)
+- Navigation collapses appropriately (hamburger, bottom nav, etc.)
+- Forms usable on mobile (correct input types, no autoFocus on mobile)
+- No `user-scalable=no` or `maximum-scale=1` in viewport meta
+
+**7. Motion & Animation** (6 items)
+- Easing: ease-out for entering, ease-in for exiting, ease-in-out for moving
+- Duration: 50-700ms range (nothing slower unless page transition)
+- Purpose: every animation communicates something (state change, attention, spatial relationship)
+- `prefers-reduced-motion` respected (check: `$B js "matchMedia('(prefers-reduced-motion: reduce)').matches"`)
+- No `transition: all` — properties listed explicitly
+- Only `transform` and `opacity` animated (not layout properties like width, height, top, left)
+
+**8. Content & Microcopy** (8 items)
+- Empty states designed with warmth (message + action + illustration/icon)
+- Error messages specific: what happened + why + what to do next
+- Button labels specific ("Save API Key" not "Continue" or "Submit")
+- No placeholder/lorem ipsum text visible in production
+- Truncation handled (`text-overflow: ellipsis`, `line-clamp`, or `break-words`)
+- Active voice ("Install the CLI" not "The CLI will be installed")
+- Loading states end with `…` ("Saving…" not "Saving...")
+- Destructive actions have confirmation modal or undo window
+
+**9. AI Slop Detection** (10 anti-patterns — the blacklist)
+
+The test: would a human designer at a respected studio ever ship this?
+
+- Purple/violet/indigo gradient backgrounds or blue-to-purple color schemes
+- **The 3-column feature grid:** icon-in-colored-circle + bold title + 2-line description, repeated 3x symmetrically. THE most recognizable AI layout.
+- Icons in colored circles as section decoration (SaaS starter template look)
+- Centered everything (`text-align: center` on all headings, descriptions, cards)
+- Uniform bubbly border-radius on every element (same large radius on everything)
+- Decorative blobs, floating circles, wavy SVG dividers (if a section feels empty, it needs better content, not decoration)
+- Emoji as design elements (rockets in headings, emoji as bullet points)
+- Colored left-border on cards (`border-left: 3px solid <accent>`)
+- Generic hero copy ("Welcome to [X]", "Unlock the power of...", "Your all-in-one solution for...")
+- Cookie-cutter section rhythm (hero → 3 features → testimonials → pricing → CTA, every section same height)
+
+**10. Performance as Design** (6 items)
+- LCP < 2.0s (web apps), < 1.5s (informational sites)
+- CLS < 0.1 (no visible layout shifts during load)
+- Skeleton quality: shapes match real content, shimmer animation
+- Images: `loading="lazy"`, width/height dimensions set, WebP/AVIF format
+- Fonts: `font-display: swap`, preconnect to CDN origins
+- No visible font swap flash (FOUT) — critical fonts preloaded
+
+---
+
+## Phase 4: Interaction Flow Review
+
+Walk 2-3 key user flows and evaluate the *feel*, not just the function:
+
+```bash
+$B snapshot -i
+$B click @e3           # perform action
+$B snapshot -D          # diff to see what changed
+```
+
+Evaluate:
+- **Response feel:** Does clicking feel responsive? Any delays or missing loading states?
+- **Transition quality:** Are transitions intentional or generic/absent?
+- **Feedback clarity:** Did the action clearly succeed or fail? Is the feedback immediate?
+- **Form polish:** Focus states visible? Validation timing correct? Errors near the source?
+
+---
+
+## Phase 5: Cross-Page Consistency
+
+Compare screenshots and observations across pages for:
+- Navigation bar consistent across all pages?
+- Footer consistent?
+- Component reuse vs one-off designs (same button styled differently on different pages?)
+- Tone consistency (one page playful while another is corporate?)
+- Spacing rhythm carries across pages?
+
+---
+
+## Phase 6: Compile Report
+
+### Output Locations
+
+**Local:** `.gstack/design-reports/design-audit-{domain}-{YYYY-MM-DD}.md`
+
+**Project-scoped:**
+```bash
+SLUG=$(git remote get-url origin 2>/dev/null | sed 's|.*[:/]\([^/]*/[^/]*\)\.git$|\1|;s|.*[:/]\([^/]*/[^/]*\)$|\1|' | tr '/' '-')
+mkdir -p ~/.gstack/projects/$SLUG
+```
+Write to: `~/.gstack/projects/{slug}/{user}-{branch}-design-audit-{datetime}.md`
+
+**Baseline:** Write `design-baseline.json` for regression mode:
+```json
+{
+  "date": "YYYY-MM-DD",
+  "url": "<target>",
+  "designScore": "B",
+  "aiSlopScore": "C",
+  "categoryGrades": { "hierarchy": "A", "typography": "B", ... },
+  "findings": [{ "id": "FINDING-001", "title": "...", "impact": "high", "category": "typography" }]
+}
+```
+
+### Scoring System
+
+**Dual headline scores:**
+- **Design Score: {A-F}** — weighted average of all 10 categories
+- **AI Slop Score: {A-F}** — standalone grade with pithy verdict
+
+**Per-category grades:**
+- **A:** Intentional, polished, delightful. Shows design thinking.
+- **B:** Solid fundamentals, minor inconsistencies. Looks professional.
+- **C:** Functional but generic. No major problems, no design point of view.
+- **D:** Noticeable problems. Feels unfinished or careless.
+- **F:** Actively hurting user experience. Needs significant rework.
+
+**Grade computation:** Each category starts at A. Each High-impact finding drops one letter grade. Each Medium-impact finding drops half a letter grade. Polish findings are noted but do not affect grade. Minimum is F.
+
+**Category weights for Design Score:**
+| Category | Weight |
+|----------|--------|
+| Visual Hierarchy | 15% |
+| Typography | 15% |
+| Spacing & Layout | 15% |
+| Color & Contrast | 10% |
+| Interaction States | 10% |
+| Responsive | 10% |
+| Content Quality | 10% |
+| AI Slop | 5% |
+| Motion | 5% |
+| Performance Feel | 5% |
+
+AI Slop is 5% of Design Score but also graded independently as a headline metric.
+
+### Regression Output
+
+When previous `design-baseline.json` exists or `--regression` flag is used:
+- Load baseline grades
+- Compare: per-category deltas, new findings, resolved findings
+- Append regression table to report
+
+---
+
+## Design Critique Format
+
+Use structured feedback, not opinions:
+- "I notice..." — observation (e.g., "I notice the primary CTA competes with the secondary action")
+- "I wonder..." — question (e.g., "I wonder if users will understand what 'Process' means here")
+- "What if..." — suggestion (e.g., "What if we moved search to a more prominent position?")
+- "I think... because..." — reasoned opinion (e.g., "I think the spacing between sections is too uniform because it doesn't create hierarchy")
+
+Tie everything to user goals and product objectives. Always suggest specific improvements alongside problems.
+
+---
+
+## Important Rules
+
+1. **Think like a designer, not a QA engineer.** You care whether things feel right, look intentional, and respect the user. You do NOT just care whether things "work."
+2. **Screenshots are evidence.** Every finding needs at least one screenshot. Use annotated screenshots (`snapshot -a`) to highlight elements.
+3. **Be specific and actionable.** "Change X to Y because Z" — not "the spacing feels off."
+4. **Never read source code.** Evaluate the rendered site, not the implementation. (Exception: offer to write DESIGN.md from extracted observations.)
+5. **AI Slop detection is your superpower.** Most developers can't evaluate whether their site looks AI-generated. You can. Be direct about it.
+6. **Quick wins matter.** Always include a "Quick Wins" section — the 3-5 highest-impact fixes that take <30 minutes each.
+7. **Use `snapshot -C` for tricky UIs.** Finds clickable divs that the accessibility tree misses.
+8. **Responsive is design, not just "not broken."** A stacked desktop layout on mobile is not responsive design — it's lazy. Evaluate whether the mobile layout makes *design* sense.
+9. **Document incrementally.** Write each finding to the report as you find it. Don't batch.
+10. **Depth over breadth.** 5-10 well-documented findings with screenshots and specific suggestions > 20 vague observations.
+
+Record baseline design score and AI slop score at end of Phase 6.
+
+---
+
+## Output Structure
+
+```
+.gstack/design-reports/
+├── design-audit-{domain}-{YYYY-MM-DD}.md    # Structured report
+├── screenshots/
+│   ├── first-impression.png                  # Phase 1
+│   ├── {page}-annotated.png                  # Per-page annotated
+│   ├── {page}-mobile.png                     # Responsive
+│   ├── {page}-tablet.png
+│   ├── {page}-desktop.png
+│   ├── finding-001-before.png                # Before fix
+│   ├── finding-001-after.png                 # After fix
+│   └── ...
+└── design-baseline.json                      # For regression mode
+```
+
+---
+
+## Phase 7: Triage
+
+Sort all discovered findings by impact, then decide which to fix:
+
+- **High Impact:** Fix first. These affect the first impression and hurt user trust.
+- **Medium Impact:** Fix next. These reduce polish and are felt subconsciously.
+- **Polish:** Fix if time allows. These separate good from great.
+
+Mark findings that cannot be fixed from source code (e.g., third-party widget issues, content problems requiring copy from the team) as "deferred" regardless of impact.
+
+---
+
+## Phase 8: Fix Loop
+
+For each fixable finding, in impact order:
+
+### 8a. Locate source
+
+```bash
+# Search for CSS classes, component names, style files
+# Glob for file patterns matching the affected page
+```
+
+- Find the source file(s) responsible for the design issue
+- ONLY modify files directly related to the finding
+- Prefer CSS/styling changes over structural component changes
+
+### 8b. Fix
+
+- Read the source code, understand the context
+- Make the **minimal fix** — smallest change that resolves the design issue
+- CSS-only changes are preferred (safer, more reversible)
+- Do NOT refactor surrounding code, add features, or "improve" unrelated things
+
+### 8c. Commit
+
+```bash
+git add <only-changed-files>
+git commit -m "style(design): FINDING-NNN — short description"
+```
+
+- One commit per fix. Never bundle multiple fixes.
+- Message format: `style(design): FINDING-NNN — short description`
+
+### 8d. Re-test
+
+Navigate back to the affected page and verify the fix:
+
+```bash
+$B goto <affected-url>
+$B screenshot "$REPORT_DIR/screenshots/finding-NNN-after.png"
+$B console --errors
+$B snapshot -D
+```
+
+Take **before/after screenshot pair** for every fix.
+
+### 8e. Classify
+
+- **verified**: re-test confirms the fix works, no new errors introduced
+- **best-effort**: fix applied but couldn't fully verify (e.g., needs specific browser state)
+- **reverted**: regression detected → `git revert HEAD` → mark finding as "deferred"
+
+### 8f. Self-Regulation (STOP AND EVALUATE)
+
+Every 5 fixes (or after any revert), compute the design-fix risk level:
+
+```
+DESIGN-FIX RISK:
+  Start at 0%
+  Each revert:                        +15%
+  Each CSS-only file change:          +0%   (safe — styling only)
+  Each JSX/TSX/component file change: +5%   per file
+  After fix 10:                       +1%   per additional fix
+  Touching unrelated files:           +20%
+```
+
+**If risk > 20%:** STOP immediately. Show the user what you've done so far. Ask whether to continue.
+
+**Hard cap: 30 fixes.** After 30 fixes, stop regardless of remaining findings.
+
+---
+
+## Phase 9: Final Design Audit
+
+After all fixes are applied:
+
+1. Re-run the design audit on all affected pages
+2. Compute final design score and AI slop score
+3. **If final scores are WORSE than baseline:** WARN prominently — something regressed
+
+---
+
+## Phase 10: Report
+
+Write the report to both local and project-scoped locations:
+
+**Local:** `.gstack/design-reports/design-audit-{domain}-{YYYY-MM-DD}.md`
+
+**Project-scoped:**
+```bash
+SLUG=$(git remote get-url origin 2>/dev/null | sed 's|.*[:/]\([^/]*/[^/]*\)\.git$|\1|;s|.*[:/]\([^/]*/[^/]*\)$|\1|' | tr '/' '-')
+mkdir -p ~/.gstack/projects/$SLUG
+```
+Write to `~/.gstack/projects/{slug}/{user}-{branch}-design-audit-{datetime}.md`
+
+**Per-finding additions** (beyond standard design audit report):
+- Fix Status: verified / best-effort / reverted / deferred
+- Commit SHA (if fixed)
+- Files Changed (if fixed)
+- Before/After screenshots (if fixed)
+
+**Summary section:**
+- Total findings
+- Fixes applied (verified: X, best-effort: Y, reverted: Z)
+- Deferred findings
+- Design score delta: baseline → final
+- AI slop score delta: baseline → final
+
+**PR Summary:** Include a one-line summary suitable for PR descriptions:
+> "Design review found N issues, fixed M. Design score X → Y, AI slop score X → Y."
+
+---
+
+## Phase 11: TODOS.md Update
+
+If the repo has a `TODOS.md`:
+
+1. **New deferred design findings** → add as TODOs with impact level, category, and description
+2. **Fixed findings that were in TODOS.md** → annotate with "Fixed by /qa-design-review on {branch}, {date}"
+
+---
+
+## Additional Rules (qa-design-review specific)
+
+11. **Clean working tree required.** Refuse to start if `git status --porcelain` is non-empty.
+12. **One commit per fix.** Never bundle multiple design fixes into one commit.
+13. **Never modify tests or CI configuration.** Only fix application source code and styles.
+14. **Revert on regression.** If a fix makes things worse, `git revert HEAD` immediately.
+15. **Self-regulate.** Follow the design-fix risk heuristic. When in doubt, stop and ask.
+16. **CSS-first.** Prefer CSS/styling changes over structural component changes. CSS-only changes are safer and more reversible.
+17. **DESIGN.md export.** You MAY write a DESIGN.md file if the user accepts the offer from Phase 2.
diff --git a/qa-design-review/SKILL.md.tmpl b/qa-design-review/SKILL.md.tmpl
new file mode 100644
index 00000000..86e9aab9
--- /dev/null
+++ b/qa-design-review/SKILL.md.tmpl
@@ -0,0 +1,234 @@
+---
+name: qa-design-review
+version: 1.0.0
+description: |
+  Designer's eye QA: finds visual inconsistency, spacing issues, hierarchy problems,
+  AI slop patterns, and slow interactions — then fixes them. Iteratively fixes issues
+  in source code, committing each fix atomically and re-verifying with before/after
+  screenshots. For report-only mode, use /plan-design-review instead.
+allowed-tools:
+  - Bash
+  - Read
+  - Write
+  - Edit
+  - Glob
+  - Grep
+  - AskUserQuestion
+---
+
+{{PREAMBLE}}
+
+# /qa-design-review: Design Audit → Fix → Verify
+
+You are a senior product designer AND a frontend engineer. Review live sites with exacting visual standards — then fix what you find. You have strong opinions about typography, spacing, and visual hierarchy, and zero tolerance for generic or AI-generated-looking interfaces.
+
+## Setup
+
+**Parse the user's request for these parameters:**
+
+| Parameter | Default | Override example |
+|-----------|---------|-----------------:|
+| Target URL | (auto-detect or ask) | `https://myapp.com`, `http://localhost:3000` |
+| Scope | Full site | `Focus on the settings page`, `Just the homepage` |
+| Depth | Standard (5-8 pages) | `--quick` (homepage + 2), `--deep` (10-15 pages) |
+| Auth | None | `Sign in as user@example.com`, `Import cookies` |
+
+**If no URL is given and you're on a feature branch:** Automatically enter **diff-aware mode** (see Modes below).
+
+**If no URL is given and you're on main/master:** Ask the user for a URL.
+
+**Check for DESIGN.md:**
+
+Look for `DESIGN.md`, `design-system.md`, or similar in the repo root. If found, read it — all design decisions must be calibrated against it. Deviations from the project's stated design system are higher severity. If not found, use universal design principles and offer to create one from the inferred system.
+
+**Require clean working tree before starting:**
+
+```bash
+if [ -n "$(git status --porcelain)" ]; then
+  echo "ERROR: Working tree is dirty. Commit or stash changes before running /qa-design-review."
+  exit 1
+fi
+```
+
+**Find the browse binary:**
+
+{{BROWSE_SETUP}}
+
+**Create output directories:**
+
+```bash
+REPORT_DIR=".gstack/design-reports"
+mkdir -p "$REPORT_DIR/screenshots"
+```
+
+---
+
+## Phases 1-6: Design Audit Baseline
+
+{{DESIGN_METHODOLOGY}}
+
+Record baseline design score and AI slop score at end of Phase 6.
+
+---
+
+## Output Structure
+
+```
+.gstack/design-reports/
+├── design-audit-{domain}-{YYYY-MM-DD}.md    # Structured report
+├── screenshots/
+│   ├── first-impression.png                  # Phase 1
+│   ├── {page}-annotated.png                  # Per-page annotated
+│   ├── {page}-mobile.png                     # Responsive
+│   ├── {page}-tablet.png
+│   ├── {page}-desktop.png
+│   ├── finding-001-before.png                # Before fix
+│   ├── finding-001-after.png                 # After fix
+│   └── ...
+└── design-baseline.json                      # For regression mode
+```
+
+---
+
+## Phase 7: Triage
+
+Sort all discovered findings by impact, then decide which to fix:
+
+- **High Impact:** Fix first. These affect the first impression and hurt user trust.
+- **Medium Impact:** Fix next. These reduce polish and are felt subconsciously.
+- **Polish:** Fix if time allows. These separate good from great.
+
+Mark findings that cannot be fixed from source code (e.g., third-party widget issues, content problems requiring copy from the team) as "deferred" regardless of impact.
+
+---
+
+## Phase 8: Fix Loop
+
+For each fixable finding, in impact order:
+
+### 8a. Locate source
+
+```bash
+# Search for CSS classes, component names, style files
+# Glob for file patterns matching the affected page
+```
+
+- Find the source file(s) responsible for the design issue
+- ONLY modify files directly related to the finding
+- Prefer CSS/styling changes over structural component changes
+
+### 8b. Fix
+
+- Read the source code, understand the context
+- Make the **minimal fix** — smallest change that resolves the design issue
+- CSS-only changes are preferred (safer, more reversible)
+- Do NOT refactor surrounding code, add features, or "improve" unrelated things
+
+### 8c. Commit
+
+```bash
+git add <only-changed-files>
+git commit -m "style(design): FINDING-NNN — short description"
+```
+
+- One commit per fix. Never bundle multiple fixes.
+- Message format: `style(design): FINDING-NNN — short description`
+
+### 8d. Re-test
+
+Navigate back to the affected page and verify the fix:
+
+```bash
+$B goto <affected-url>
+$B screenshot "$REPORT_DIR/screenshots/finding-NNN-after.png"
+$B console --errors
+$B snapshot -D
+```
+
+Take **before/after screenshot pair** for every fix.
+
+### 8e. Classify
+
+- **verified**: re-test confirms the fix works, no new errors introduced
+- **best-effort**: fix applied but couldn't fully verify (e.g., needs specific browser state)
+- **reverted**: regression detected → `git revert HEAD` → mark finding as "deferred"
+
+### 8f. Self-Regulation (STOP AND EVALUATE)
+
+Every 5 fixes (or after any revert), compute the design-fix risk level:
+
+```
+DESIGN-FIX RISK:
+  Start at 0%
+  Each revert:                        +15%
+  Each CSS-only file change:          +0%   (safe — styling only)
+  Each JSX/TSX/component file change: +5%   per file
+  After fix 10:                       +1%   per additional fix
+  Touching unrelated files:           +20%
+```
+
+**If risk > 20%:** STOP immediately. Show the user what you've done so far. Ask whether to continue.
+
+**Hard cap: 30 fixes.** After 30 fixes, stop regardless of remaining findings.
+
+---
+
+## Phase 9: Final Design Audit
+
+After all fixes are applied:
+
+1. Re-run the design audit on all affected pages
+2. Compute final design score and AI slop score
+3. **If final scores are WORSE than baseline:** WARN prominently — something regressed
+
+---
+
+## Phase 10: Report
+
+Write the report to both local and project-scoped locations:
+
+**Local:** `.gstack/design-reports/design-audit-{domain}-{YYYY-MM-DD}.md`
+
+**Project-scoped:**
+```bash
+SLUG=$(git remote get-url origin 2>/dev/null | sed 's|.*[:/]\([^/]*/[^/]*\)\.git$|\1|;s|.*[:/]\([^/]*/[^/]*\)$|\1|' | tr '/' '-')
+mkdir -p ~/.gstack/projects/$SLUG
+```
+Write to `~/.gstack/projects/{slug}/{user}-{branch}-design-audit-{datetime}.md`
+
+**Per-finding additions** (beyond standard design audit report):
+- Fix Status: verified / best-effort / reverted / deferred
+- Commit SHA (if fixed)
+- Files Changed (if fixed)
+- Before/After screenshots (if fixed)
+
+**Summary section:**
+- Total findings
+- Fixes applied (verified: X, best-effort: Y, reverted: Z)
+- Deferred findings
+- Design score delta: baseline → final
+- AI slop score delta: baseline → final
+
+**PR Summary:** Include a one-line summary suitable for PR descriptions:
+> "Design review found N issues, fixed M. Design score X → Y, AI slop score X → Y."
+
+---
+
+## Phase 11: TODOS.md Update
+
+If the repo has a `TODOS.md`:
+
+1. **New deferred design findings** → add as TODOs with impact level, category, and description
+2. **Fixed findings that were in TODOS.md** → annotate with "Fixed by /qa-design-review on {branch}, {date}"
+
+---
+
+## Additional Rules (qa-design-review specific)
+
+11. **Clean working tree required.** Refuse to start if `git status --porcelain` is non-empty.
+12. **One commit per fix.** Never bundle multiple design fixes into one commit.
+13. **Never modify tests or CI configuration.** Only fix application source code and styles.
+14. **Revert on regression.** If a fix makes things worse, `git revert HEAD` immediately.
+15. **Self-regulate.** Follow the design-fix risk heuristic. When in doubt, stop and ask.
+16. **CSS-first.** Prefer CSS/styling changes over structural component changes. CSS-only changes are safer and more reversible.
+17. **DESIGN.md export.** You MAY write a DESIGN.md file if the user accepts the offer from Phase 2.