designmatch

name	designmatch
description	Use when matching a React Native screen to a Claude Design HTML canonical at ≥95% visual parity on real Android/iOS hardware — closes the loop with a VQA stub mode, Playwright canonical renderer at 1080×2444, and a dual-metric pixelmatch + SSIM diff harness producing composite triptychs.

designmatch

Overview

Match RN screen → HTML canonical at ≥95% visual parity. Closed loop: VQA stub seeds redux → Playwright renders canonical PNG → adb/xcrun captures native PNG → pixelmatch + ssim.js scores diff → composite triptych for eyeball review → iterate.

Origin: a production React Native app. A single screen's SSIM climbed 35% → 55% over ~30 commits of eyeballed pixel-tweaking before this loop replaced it.

Pass gate: SSIM ≥ 0.95 OR pixelDiffPct ≤ 5%.

When to Use

• RN screen drift from Claude Design HTML canonical
• Visual parity audit before ship
• Per-screen iteration loop on real device
• Closing the design ↔ code feedback gap

Do NOT use for: unit logic, redux state shape, navigation graph correctness — those are not visual.

Quick Start — URL in, ready-to-translate out

From the RN project root:

designmatch init "<claude-design-url>" --app-dir . --port-all

This single command does the full bootstrap:

1. App side: copies assets/visual-qa.ts into the app (src/lib/visual-qa.ts by default; auto-detects src/utils/, src/, app/, or root), writes default .designmatch/state.vqa.json, updates .gitignore.
2. Fetch: Playwright headless downloads the entire canonical bundle (HTML + JSX + assets) to .designmatch/canonical/ by intercepting every network response, then flips config.json kind from url → local-dir (original URL preserved for re-fetch).
3. Port-all: discovers every screen-*.jsx|tsx / *Screen.jsx|tsx in the bundle and writes each to src/screens/<Name>.tsx preceded by the TRANSLATION GUIDE (web → RN idiom map).
4. Wire: prints the App.tsx snippet (primeVisualQaFlag / applyVisualQaState / overrideFeatureFlags / VqaBadge / long-press handler).

Slash command equivalent (inside a Heimdall session): /hmd:designmatch <url-or-path>.

Auth: if the canonical URL is behind login, add --headed so Chromium launches visibly for interactive auth — the fetch picks up after sign-in.

Granular subcommands (when you want pieces, not the one-shot):

designmatch wire --app-dir .                       # app side only (no canonical)
designmatch fetch --app-dir . [--headed]           # download URL bundle
designmatch port <ScreenName> --out src/screens/<ScreenName>.tsx
designmatch port-all --out-dir src/screens         # port every screen found
designmatch action-types                           # print ACTION_TYPES starter
designmatch iterate Home --platform android --device emulator-5554

Peer deps the app must have: @react-native-async-storage/async-storage, react-native-restart. Dev deps for the harness: playwright pixelmatch pngjs ssim.js sharp.

Build Path (port-first, mandatory)

Methodology: port the canonical source, do NOT eyeball pixels. The HTML/JSX in the canonical bundle is the spec; the PNG is the verification gate. Eyeballing pixels re-derives layout / spacing / colors that already exist in the source — drift, token bloat, the multi-commit grind documented in the anti-patterns reference.

Per-screen flow:

1. Port — designmatch port <ScreenName> --out src/screens/<ScreenName>.tsx Emits the canonical JSX preceded by a TRANSLATION GUIDE (web → RN idiom map). Optional --guide-only prints just the guide; --no-guide skips it.
2. Translate — apply the guide top-down:
   • <div> → <View>; <span> / <p> / <h*> → <Text>; <img> → <Image>; <button> → <Pressable>
   • className / Tailwind → StyleSheet.create()
   • All px literals → normalize(n)
   • fontWeight on bold-family text → Platform.OS gate (anti-pattern #2)
   • <svg> → react-native-svg primitives
   • Keep variable names + structure identical to canonical.
3. Verify — designmatch iterate <ScreenName> --platform android --device <id> Renders canonical, captures device, diffs, opens composite. Pass when SSIM ≥ 0.95 OR pixel-diff ≤ 5%.
4. Refine — only adjust translation deltas the diff surfaces. Do NOT freelance pixel adjustments.

If the canonical is registered as a URL (not yet downloaded), designmatch port and designmatch port-all auto-run designmatch fetch first — transparent. Add --headed if the URL is behind login. To skip auto-fetch on init, pass --no-fetch.

Why mandatory: rebuilding by eyeballing PNGs is anti-pattern #9. PNGs are the gate, not the build input.

Architecture

canonical HTML ──Playwright──► canonical.png ─┐
                                              ├──diff──► metrics.json + composite.png ──► iterate
device (adb/xcrun) ──capture──► native.png ───┘

Canonical viewport locked to 1080×2444. Orientation locked. State seeded via window.__VQA_STATE__ before bundle eval.

Layout

skills/designmatch/
├── SKILL.md
├── scripts/
│   ├── render-canonical.js      # Playwright renderer
│   ├── visual-diff.js           # pixelmatch + ssim.js + composite
│   └── iterate-screen.sh        # per-screen loop
├── assets/
│   └── visual-qa.ts             # RN VQA stub helper (drop-in)
└── references/
    ├── anti-patterns.md         # 9-item checklist (incl. port-first rule)
    └── canonical-values.md      # typography + spacing cheat-sheet

VQA Stub Mode (assets/visual-qa.ts)

Trigger: 5× long-press AppLogo within 4s → flip AsyncStorage dm_visual_qa → RNRestart.restart().

Boot path: primeVisualQaFlag() reads AsyncStorage → applyVisualQaState(dispatch) seeds:

• user: { onboarded: true, verified: true, locale: 'en-US', name: 'Visual QA' }
• items: 1 saved { id: 'vqa-1', title: 'Test Item', category: 'sample', detail: 'vqa-detail' } + setSelectedItem('vqa-1')
• wallet: { balance: 1000, ledger: [], applyCapPct: 50 }
• session: { region: 'primary', channel: 'default' }

overrideFeatureFlags(isFeatureEnabled) → force-enables flag-gated UI when VQA on.

Visible indicator: red "VQA" pill badge top-right (safe-area inset).

Peer deps (consumer): react, react-native, @react-native-async-storage/async-storage. Optional injected dep: react-native-restart (passed to toggleVqaAndRestart).

Renderer (scripts/render-canonical.js)

Node + Playwright (chromium). Viewport { width: 1080, height: 2444, deviceScaleFactor: 1 }.

Inject window.__VQA_STATE__ via page.addInitScript() BEFORE bundle eval → redux seeds from it. Optional window.__VQA_SCREEN__ for routing.

Serve bundle dir via local HTTP (pure node http + fs) → no extra deps.

Wait strategy:

• --wait <ms> → timeout
• --wait <selector> → waitForSelector
• default → poll window.__APP_READY__ truthy

Full-page screenshot 1080×2444 → --out canonical.png.

node render-canonical.js --html <App.html> --state <state.json> --out <canonical.png> [--screen <Name>] [--wait <ms|selector>]

Exit 0 + {"ok":true,...} stdout on success. Nonzero + error JSON on failure.

Diff Harness (scripts/visual-diff.js)

Dual metric:

• pixelmatch → perceptual pixel diff (catches color/position drift)
• ssim.js → structural similarity (catches structural matches under accumulated minor pixel diffs)

Resize-to-match via sharp if PNG sizes differ (document in top-of-file comment).

Outputs:

• diff.png — pixelmatch overlay
• composite.png — 3-up horizontal: canonical | native | diff, 2px black separators
• metrics.json — { ssim, pixelDiffCount, totalPixels, pixelDiffPct, width, height, canonical, native, timestamp }

Stdout (terse): SSIM 0.823 | diff 4.2% | composite: <path>.

Pass: SSIM ≥ 0.95 OR pixelDiffPct ≤ 5 → exit 0. Else exit 1.

node visual-diff.js --canonical <c.png> --native <n.png> --out-dir <dir> [--threshold 0.1]

Iteration Loop (scripts/iterate-screen.sh)

iterate-screen.sh <ScreenName> [--platform android|ios] [--device <id>] [--bundle <App.html>] [--state <state.json>] [--out <dir>]

Defaults: OUT_DIR=./.designmatch/<ScreenName>. BUNDLE_HTML / VQA_STATE from env.

Steps:

1. mkdir -p $OUT_DIR
2. render canonical → $OUT_DIR/canonical.png
3. capture native:
   • android → adb -s <id> exec-out screencap -p > $OUT_DIR/native.png (exec-out avoids CRLF mangling)
   • ios sim → xcrun simctl io <id> screenshot $OUT_DIR/native.png
   • ios real → fall back to idevicescreenshot $OUT_DIR/native.png if on PATH
4. diff via visual-diff.js → capture exit code as PASS/FAIL
5. open (mac) / xdg-open (linux) the composite
6. print metrics + pass/fail + next-step hint

set -euo pipefail. Validate node, adb/xcrun per platform. Clear error messages.

Patterns to Enforce

• Typography Platform gate: Platform.OS === 'android' ? {} : { fontWeight: 'N' } — keeps Android on family-name bold (e.g. Bricolage-Bold) instead of synthesized weight that drifts from canonical.
• normalize() always-on wrapper for px values (width-relative RN scaler, base 414).
• Default Typography variant resolves to body family → headings MUST specify display variant.
• Single safe-area: Screen wrapper OR inner container, never both.
• Header choice: native stack header OR in-screen PushHeader, never both.
• Custom tabBarStyle when expand-to-label animation is needed.

See references/anti-patterns.md for the 8-item ❌/✅ checklist. See references/canonical-values.md for fonts + spacing cheat-sheet.

Agent Dispatch Guidance

• One agent per file or per logical concern → avoid file-overlap conflicts.
• Each agent commits independently (--no-verify if hooks broken in worktree).
• Avoid worktree isolation when agents need full node_modules + live device.
• Explicitly send each agent the Platform.OS pattern — don't assume inference from canonical jsx.
• Explicitly tell each agent to use normalize() wrapping — they otherwise inline literal px and bloat the diff.

Scoring & Success

• Report SSIM (0–1) + pixel-diff % per screen.
• Target: SSIM ≥ 0.95 OR pixel-diff ≤ 5%.
• Baseline (a real screen, pre-loop): 35% → 55% over ~30 eyeballed commits.

Quick Reference

Concern	Answer
Canonical viewport	1080×2444, deviceScaleFactor 1
Pass gate	SSIM ≥ 0.95 OR pixelDiff ≤ 5%
State injection	window.__VQA_STATE__ via addInitScript
Android capture	adb -s <id> exec-out screencap -p
iOS sim capture	xcrun simctl io <id> screenshot
iOS real capture	idevicescreenshot
VQA toggle	5× long-press AppLogo in 4s
Storage key	dm_visual_qa
Composite layout	canonical | native | diff (2px black sep)

Common Mistakes

• Skipping Platform.OS gate on fontWeight → Android synthesizes bold → diff bloats.
• Inlining literal px instead of normalize() → fails on non-base-414 devices.
• Double safe-area (Screen + inner) → top padding doubles → header position drifts.
• Native stack header + in-screen PushHeader → two headers stack.
• Forgetting exec-out on adb → CRLF mangles PNG → unreadable native.png.
• Injecting __VQA_STATE__ after bundle eval → redux already booted → seed ignored.