From ed0161134023c689c2f0cdc66f10dcefd89e2406 Mon Sep 17 00:00:00 2001
From: TomerSY <54842266+TomerSY@users.noreply.github.com>
Date: Mon, 27 Jul 2026 18:55:27 +0300
Subject: [PATCH 01/15] feat: add browser-local web alpha

---
 .github/workflows/ci.yml        |  41 ++
 .gitignore                      |   4 +-
 CHANGELOG.md                    |  11 +-
 README.md                       |  20 +
 docs/roadmap.md                 |  22 +-
 web/.openai/hosting.json        |   3 +
 web/README.md                   |  65 ++++
 web/index.html                  | 140 +++++++
 web/package.json                |  16 +
 web/pnpm-lock.yaml              | 654 ++++++++++++++++++++++++++++++++
 web/pnpm-workspace.yaml         |   4 +
 web/public/favicon.svg          |   4 +
 web/public/manifest.webmanifest |  17 +
 web/public/og.png               | Bin 0 -> 1224867 bytes
 web/public/sw.js                |  28 ++
 web/src/color-math.js           |  64 ++++
 web/src/export-worker.js        |  23 ++
 web/src/gpu-renderer.js         | 166 ++++++++
 web/src/main.js                 | 310 +++++++++++++++
 web/src/style.css               | 160 ++++++++
 web/test/color-math.test.js     |  30 ++
 web/test/worker.test.js         |  26 ++
 web/vite.config.js              |  39 ++
 web/worker/index.js             |  22 ++
 24 files changed, 1863 insertions(+), 6 deletions(-)
 create mode 100644 .github/workflows/ci.yml
 create mode 100644 web/.openai/hosting.json
 create mode 100644 web/README.md
 create mode 100644 web/index.html
 create mode 100644 web/package.json
 create mode 100644 web/pnpm-lock.yaml
 create mode 100644 web/pnpm-workspace.yaml
 create mode 100644 web/public/favicon.svg
 create mode 100644 web/public/manifest.webmanifest
 create mode 100644 web/public/og.png
 create mode 100644 web/public/sw.js
 create mode 100644 web/src/color-math.js
 create mode 100644 web/src/export-worker.js
 create mode 100644 web/src/gpu-renderer.js
 create mode 100644 web/src/main.js
 create mode 100644 web/src/style.css
 create mode 100644 web/test/color-math.test.js
 create mode 100644 web/test/worker.test.js
 create mode 100644 web/vite.config.js
 create mode 100644 web/worker/index.js

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..d55e3e4
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,41 @@
+name: CI
+
+on:
+  push:
+    branches: [main]
+  pull_request:
+
+permissions:
+  contents: read
+
+jobs:
+  python:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.11"
+          cache: pip
+      - run: python -m pip install -e ".[dev]"
+      - run: ruff check .
+      - run: pytest
+
+  web:
+    runs-on: ubuntu-latest
+    defaults:
+      run:
+        working-directory: web
+    steps:
+      - uses: actions/checkout@v4
+      - uses: pnpm/action-setup@v4
+        with:
+          version: 11.9.0
+      - uses: actions/setup-node@v4
+        with:
+          node-version: "22"
+          cache: pnpm
+          cache-dependency-path: web/pnpm-lock.yaml
+      - run: pnpm install --frozen-lockfile
+      - run: pnpm test
+      - run: pnpm build
diff --git a/.gitignore b/.gitignore
index 9feadc6..b9b8786 100644
--- a/.gitignore
+++ b/.gitignore
@@ -8,6 +8,9 @@ __pycache__/
 htmlcov/
 build/
 dist/
+web/node_modules/
+web/dist/
+.pnpm-store/
 *.egg-info/
 .reeftone_cache/
 exports/
@@ -25,4 +28,3 @@ exports/
 *.mov
 *.MP4
 *.mp4
-
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6896f0a..4e64de0 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,12 +7,21 @@ small refinements.
 
 ## [Unreleased]
 
+### Added
+
+- Separate browser-local PWA alpha in `web/`
+- WebGPU photo preview with a Canvas 2D fallback
+- On-device JPEG/PNG opening, adjustments, comparison, and full-resolution export
+- Browser capability reporting for GPU, Display P3, HDR display, OffscreenCanvas,
+  and WebAssembly support
+- Automated web color-math tests and production build validation
+
 ### Planned
 
 - Native HDR gain-map editing and reconstruction
 - Transfer-function-aware HLG and PQ processing
 - Temporally stable HEVC video correction
-- Hosted web edition after the local workflow is validated
+- Shared color-managed WebAssembly core for Python/web algorithm parity
 
 ## [0.4.1] - 2026-07-26
 
diff --git a/README.md b/README.md
index b852607..fbb611d 100644
--- a/README.md
+++ b/README.md
@@ -84,6 +84,7 @@ src/reeftone/
   app.py            Local FastAPI application
   session.py        Bounded, private preview sessions
   static/           Responsive editor UI
+web/                 Browser-local PWA alpha
 tests/               Unit and API tests
 docs/                Architecture and roadmap
 ```
@@ -124,6 +125,25 @@ ReefTone does not copy an unchanged gain map onto edited pixels or falsely tag a
 SDR result as HDR. The exact preservation matrix and native HDR roadmap are in
 [the color-management notes](docs/color-management.md).
 
+## Browser-local web alpha
+
+The new [`web/`](web/) workspace is the beginning of a free public edition that
+does its image work on the user's device. The first alpha opens JPEG/PNG files,
+renders a WebGPU or Canvas preview, and exports locally. It has no photo upload
+endpoint and does not change the Python editor.
+
+This alpha is a product and performance foundation, not yet a color-management
+replacement for the Python app. HEIC, embedded metadata preservation, Display P3,
+HDR output, algorithm parity, and video remain disabled until they can be
+validated end to end. See the [web alpha notes](web/README.md) for its exact scope.
+
+```bash
+cd web
+pnpm install
+pnpm test
+pnpm dev
+```
+
 ## Video roadmap
 
 The correction function already accepts a single RGB array with no UI or file-system
diff --git a/docs/roadmap.md b/docs/roadmap.md
index a3938bc..daad9e7 100644
--- a/docs/roadmap.md
+++ b/docs/roadmap.md
@@ -1,6 +1,6 @@
 # Roadmap
 
-## Phase 1 — still-image foundation (current)
+## Phase 1 — still-image foundation (complete)
 
 - adaptive correction core
 - HEIC/JPEG/PNG/TIFF input
@@ -10,7 +10,18 @@
 - full-resolution export
 - automated tests and sample validation
 
-## Phase 2 — quality validation
+## Phase 2 — browser-local public alpha (current)
+
+- static PWA with no image upload endpoint
+- local JPEG/PNG decode, WebGPU preview, and worker-based export
+- responsive desktop and mobile editing workspace
+- browser capability detection and explicit format limitations
+- shared settings contract and cross-runtime reference fixtures
+- color-managed WebAssembly processing core
+- HEIC/HEIF decode with verified ICC and metadata behavior
+- safe Display P3 preview and export
+
+## Phase 3 — quality and HDR validation
 
 - visual reference set across depths, water colors, cameras, and artificial lights
 - perceptual and no-reference quality metrics
@@ -19,7 +30,7 @@
 - HDR-safe correction operators and new 10-bit HDR HEIF generation
 - true deep-color decode-path validation across HEIC producers
 
-## Phase 3 — 10-bit video
+## Phase 4 — 10-bit video
 
 - FFmpeg/PyAV ingestion for HEVC, H.264, ProRes, HDR10, and HLG
 - temporal gain stabilization and scene-cut handling
@@ -28,7 +39,10 @@
 - hardware encode where available
 - frame queue with cancellation and progress reporting
 
-## Phase 4 — public web product
+## Phase 5 — optional cloud services
+
+The core public editor remains browser-local and free. Cloud features are optional
+and only added where they provide value that cannot be delivered safely on-device.
 
 - isolated object storage with short retention
 - queued GPU/CPU jobs and resumable uploads
diff --git a/web/.openai/hosting.json b/web/.openai/hosting.json
new file mode 100644
index 0000000..e52a9e4
--- /dev/null
+++ b/web/.openai/hosting.json
@@ -0,0 +1,3 @@
+{
+  "project_id": "appgprj_6a677eec17248191b8ccc722978ed9b6"
+}
diff --git a/web/README.md b/web/README.md
new file mode 100644
index 0000000..70e3498
--- /dev/null
+++ b/web/README.md
@@ -0,0 +1,65 @@
+# ReefTone Web Alpha
+
+This is ReefTone's browser-local product track. It is intentionally separate from
+the Python editor so the existing, validated image pipeline remains stable while
+the public experience is built in small, testable releases.
+
+## Alpha scope
+
+Available now:
+
+- local JPEG and PNG opening by file picker or drag-and-drop
+- WebGPU preview with a Canvas 2D fallback
+- exposure, contrast, red recovery, warmth, tint, and saturation controls
+- local before/after comparison
+- full-resolution JPEG or PNG export in a Web Worker
+- installable PWA metadata and a small offline application shell
+- browser capability reporting for WebGPU, Display P3, HDR displays,
+  OffscreenCanvas, and WebAssembly
+
+Not available in this alpha:
+
+- HEIC/HEIF decode
+- embedded ICC or EXIF preservation
+- Display P3 or HDR working/output spaces
+- exact parity with the Python correction pipeline
+- video processing
+
+The app labels these limitations in the interface. An unsupported image is never
+silently converted or presented as profile-preserving.
+
+## Privacy model
+
+There is no photo upload endpoint. The browser decodes the selected file in local
+memory, the preview runs on the device, and export creates a local download. The
+static application can therefore be hosted at negligible cost without storing
+users' photographs.
+
+## Develop
+
+Requires Node.js 22 or newer and pnpm 11.
+
+```bash
+cd web
+pnpm install
+pnpm test
+pnpm dev
+```
+
+Create the production bundle with:
+
+```bash
+pnpm build
+```
+
+Vite writes the deployable static application to `web/dist/`.
+
+## Architecture direction
+
+The current JavaScript correction is a deliberately small prototype used to
+validate browser performance, interaction, and export. The next technical
+milestone is to move a shared, color-managed image core into WebAssembly so the
+Python and web products can use the same settings contract and reference tests.
+
+HEIC, ICC/P3, and HDR will only be enabled when decode, working-space conversion,
+metadata behavior, and output tagging can be verified end to end.
diff --git a/web/index.html b/web/index.html
new file mode 100644
index 0000000..3882c17
--- /dev/null
+++ b/web/index.html
@@ -0,0 +1,140 @@
+<!doctype html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1">
+  <meta name="theme-color" content="#07110f">
+  <meta name="description" content="ReefTone Web Alpha — private underwater photo correction that runs on your device.">
+  <meta property="og:type" content="website">
+  <meta property="og:title" content="ReefTone Web Alpha">
+  <meta property="og:description" content="Private underwater photo correction that runs entirely on your device.">
+  <meta property="og:image" content="__REEFTONE_ORIGIN__/og.png">
+  <meta property="og:image:width" content="1200">
+  <meta property="og:image:height" content="630">
+  <meta property="og:image:alt" content="A naturally color-corrected sea turtle swimming over a coral reef.">
+  <meta name="twitter:card" content="summary_large_image">
+  <meta name="twitter:title" content="ReefTone Web Alpha">
+  <meta name="twitter:description" content="Private underwater photo correction that runs entirely on your device.">
+  <meta name="twitter:image" content="__REEFTONE_ORIGIN__/og.png">
+  <title>ReefTone Web Alpha</title>
+  <link rel="manifest" href="/manifest.webmanifest">
+  <link rel="icon" href="/favicon.svg" type="image/svg+xml">
+</head>
+<body>
+  <div class="app-shell">
+    <header class="topbar">
+      <a class="brand" href="/" aria-label="ReefTone Web home">
+        <span class="brand-mark" aria-hidden="true">R</span>
+        <span><strong>ReefTone</strong><small>Web Alpha</small></span>
+      </a>
+      <div class="document-state">
+        <strong id="documentName">Local processing lab</strong>
+        <small id="documentMeta">Nothing leaves this device</small>
+      </div>
+      <div class="top-actions">
+        <span class="privacy-pill"><i></i>On-device</span>
+        <button class="secondary-button" id="openButton" type="button">Open photo</button>
+      </div>
+    </header>
+
+    <main class="workspace">
+      <section class="preview-panel" aria-label="Photo preview">
+        <div class="alpha-notice">
+          <strong>0.5.0 alpha</strong>
+          <span>This validates local browser processing. Your Python editor remains the quality reference.</span>
+        </div>
+
+        <div class="empty-state" id="emptyState">
+          <div class="empty-orbit" aria-hidden="true"><span></span><i></i></div>
+          <p class="eyebrow">Private by design</p>
+          <h1>Edit underwater color without uploading your photograph.</h1>
+          <p>Choose a JPEG or PNG. ReefTone decodes it in your browser, renders the preview on this device, and creates the download locally.</p>
+          <button class="primary-button large" id="chooseButton" type="button">Choose a local photo</button>
+          <small>JPEG and PNG in this first alpha · HEIC and HDR follow after validation</small>
+        </div>
+
+        <div class="editor-stage" id="editorStage" hidden>
+          <div class="preview-toolbar">
+            <div class="engine-status"><i id="engineDot"></i><span id="engineLabel">Preparing renderer</span></div>
+            <label class="compare-control">
+              <span>Before</span>
+              <input id="compareInput" type="range" min="0" max="100" value="0" aria-label="Before and after comparison">
+              <span>After</span>
+            </label>
+          </div>
+          <div class="image-frame" id="imageFrame">
+            <canvas id="previewCanvas" aria-label="Corrected photo preview"></canvas>
+            <div class="original-layer" id="originalLayer">
+              <img id="originalImage" alt="Original photograph">
+            </div>
+            <div class="compare-line" id="compareLine" hidden></div>
+            <div class="working-overlay" id="workingOverlay" hidden><span></span>Processing locally</div>
+          </div>
+          <div class="image-details">
+            <span id="imageDimensions"></span>
+            <span id="processingTime"></span>
+          </div>
+        </div>
+
+        <input id="fileInput" type="file" accept="image/jpeg,image/png,.jpg,.jpeg,.png" hidden>
+        <div class="drop-overlay" id="dropOverlay">Drop photo to open locally</div>
+      </section>
+
+      <aside class="control-panel" aria-label="Web alpha adjustments">
+        <div class="panel-header">
+          <div><p class="eyebrow">Adjustments</p><h2>Browser preview</h2></div>
+          <button class="text-button" id="resetButton" type="button" disabled>Reset</button>
+        </div>
+
+        <div class="trust-card">
+          <span class="trust-icon" aria-hidden="true">✓</span>
+          <span><strong>No upload endpoint</strong><small>The selected file stays in browser memory until you close or reload this page.</small></span>
+        </div>
+
+        <div class="controls" id="controls">
+          <label class="slider-control">
+            <span>Exposure</span><output data-output="exposure">0.00</output>
+            <input data-setting="exposure" type="range" min="-2" max="2" step=".01" value="0" disabled>
+          </label>
+          <label class="slider-control">
+            <span>Contrast</span><output data-output="contrast">+18</output>
+            <input data-setting="contrast" type="range" min="-.5" max=".8" step=".01" value=".18" disabled>
+          </label>
+          <label class="slider-control">
+            <span>Red recovery</span><output data-output="redRecovery">55</output>
+            <input data-setting="redRecovery" type="range" min="0" max="1.5" step=".01" value=".55" disabled>
+          </label>
+          <label class="slider-control">
+            <span>Warmth</span><output data-output="temperature">+8</output>
+            <input data-setting="temperature" type="range" min="-1" max="1" step=".01" value=".08" disabled>
+          </label>
+          <label class="slider-control">
+            <span>Tint</span><output data-output="tint">0</output>
+            <input data-setting="tint" type="range" min="-1" max="1" step=".01" value="0" disabled>
+          </label>
+          <label class="slider-control">
+            <span>Saturation</span><output data-output="saturation">+8</output>
+            <input data-setting="saturation" type="range" min="-1" max="1" step=".01" value=".08" disabled>
+          </label>
+        </div>
+
+        <details class="capability-card">
+          <summary><span>Device capabilities</span><small id="capabilitySummary">Checking…</small></summary>
+          <div class="capability-grid" id="capabilityGrid"></div>
+        </details>
+
+        <div class="export-card">
+          <div><strong>Local export</strong><small>Full resolution is processed on this device. It may take a moment on large files.</small></div>
+          <div class="export-actions">
+            <button class="secondary-button" id="exportPng" type="button" disabled>PNG</button>
+            <button class="primary-button" id="exportJpeg" type="button" disabled>Export JPEG</button>
+          </div>
+        </div>
+      </aside>
+    </main>
+  </div>
+
+  <div class="toast-region" id="toastRegion" aria-live="polite"></div>
+  <script type="module" src="/src/main.js"></script>
+</body>
+</html>
diff --git a/web/package.json b/web/package.json
new file mode 100644
index 0000000..96fa6b2
--- /dev/null
+++ b/web/package.json
@@ -0,0 +1,16 @@
+{
+  "name": "reeftone-web",
+  "private": true,
+  "version": "0.5.0-alpha.1",
+  "packageManager": "pnpm@11.9.0",
+  "type": "module",
+  "scripts": {
+    "dev": "vite --host 127.0.0.1",
+    "build": "vite build",
+    "preview": "vite preview --host 127.0.0.1",
+    "test": "node --test"
+  },
+  "devDependencies": {
+    "vite": "^7.0.0"
+  }
+}
diff --git a/web/pnpm-lock.yaml b/web/pnpm-lock.yaml
new file mode 100644
index 0000000..2a807df
--- /dev/null
+++ b/web/pnpm-lock.yaml
@@ -0,0 +1,654 @@
+lockfileVersion: '9.0'
+
+settings:
+  autoInstallPeers: true
+  excludeLinksFromLockfile: false
+
+importers:
+
+  .:
+    devDependencies:
+      vite:
+        specifier: ^7.0.0
+        version: 7.3.6
+
+packages:
+
+  '@esbuild/aix-ppc64@0.28.1':
+    resolution: {integrity: sha512-Svl7tq8k/08+p6CXPpRjQ1fKX+1odH/BQbb48fV6fj3CWHhsoIOoY87w1oHXm0qEpkIK3ZfVgp0hed3XBXzXMQ==}
+    engines: {node: '>=18'}
+    cpu: [ppc64]
+    os: [aix]
+
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+    engines: {node: '>=18'}
+    cpu: [arm64]
+    os: [android]
+
+  '@esbuild/android-arm@0.28.1':
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+    engines: {node: '>=18'}
+    cpu: [arm]
+    os: [android]
+
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+    engines: {node: '>=18'}
+    cpu: [x64]
+    os: [android]
+
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+    engines: {node: '>=18'}
+    cpu: [arm64]
+    os: [darwin]
+
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+    engines: {node: '>=18'}
+    cpu: [x64]
+    os: [darwin]
+
+  '@esbuild/freebsd-arm64@0.28.1':
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+    engines: {node: '>=18'}
+    cpu: [arm64]
+    os: [freebsd]
+
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+    engines: {node: '>=18'}
+    cpu: [x64]
+    os: [freebsd]
+
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+
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+    engines: {node: '>=18'}
+    cpu: [ppc64]
+    os: [linux]
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+  '@rollup/rollup-linux-x64-gnu@4.62.3':
+    optional: true
+
+  '@rollup/rollup-linux-x64-musl@4.62.3':
+    optional: true
+
+  '@rollup/rollup-openbsd-x64@4.62.3':
+    optional: true
+
+  '@rollup/rollup-openharmony-arm64@4.62.3':
+    optional: true
+
+  '@rollup/rollup-win32-arm64-msvc@4.62.3':
+    optional: true
+
+  '@rollup/rollup-win32-ia32-msvc@4.62.3':
+    optional: true
+
+  '@rollup/rollup-win32-x64-gnu@4.62.3':
+    optional: true
+
+  '@rollup/rollup-win32-x64-msvc@4.62.3':
+    optional: true
+
+  '@types/estree@1.0.9': {}
+
+  esbuild@0.28.1:
+    optionalDependencies:
+      '@esbuild/aix-ppc64': 0.28.1
+      '@esbuild/android-arm': 0.28.1
+      '@esbuild/android-arm64': 0.28.1
+      '@esbuild/android-x64': 0.28.1
+      '@esbuild/darwin-arm64': 0.28.1
+      '@esbuild/darwin-x64': 0.28.1
+      '@esbuild/freebsd-arm64': 0.28.1
+      '@esbuild/freebsd-x64': 0.28.1
+      '@esbuild/linux-arm': 0.28.1
+      '@esbuild/linux-arm64': 0.28.1
+      '@esbuild/linux-ia32': 0.28.1
+      '@esbuild/linux-loong64': 0.28.1
+      '@esbuild/linux-mips64el': 0.28.1
+      '@esbuild/linux-ppc64': 0.28.1
+      '@esbuild/linux-riscv64': 0.28.1
+      '@esbuild/linux-s390x': 0.28.1
+      '@esbuild/linux-x64': 0.28.1
+      '@esbuild/netbsd-arm64': 0.28.1
+      '@esbuild/netbsd-x64': 0.28.1
+      '@esbuild/openbsd-arm64': 0.28.1
+      '@esbuild/openbsd-x64': 0.28.1
+      '@esbuild/openharmony-arm64': 0.28.1
+      '@esbuild/sunos-x64': 0.28.1
+      '@esbuild/win32-arm64': 0.28.1
+      '@esbuild/win32-ia32': 0.28.1
+      '@esbuild/win32-x64': 0.28.1
+
+  fdir@6.5.0(picomatch@4.0.5):
+    optionalDependencies:
+      picomatch: 4.0.5
+
+  fsevents@2.3.3:
+    optional: true
+
+  nanoid@3.3.16: {}
+
+  picocolors@1.1.1: {}
+
+  picomatch@4.0.5: {}
+
+  postcss@8.5.23:
+    dependencies:
+      nanoid: 3.3.16
+      picocolors: 1.1.1
+      source-map-js: 1.2.1
+
+  rollup@4.62.3:
+    dependencies:
+      '@types/estree': 1.0.9
+    optionalDependencies:
+      '@rollup/rollup-android-arm-eabi': 4.62.3
+      '@rollup/rollup-android-arm64': 4.62.3
+      '@rollup/rollup-darwin-arm64': 4.62.3
+      '@rollup/rollup-darwin-x64': 4.62.3
+      '@rollup/rollup-freebsd-arm64': 4.62.3
+      '@rollup/rollup-freebsd-x64': 4.62.3
+      '@rollup/rollup-linux-arm-gnueabihf': 4.62.3
+      '@rollup/rollup-linux-arm-musleabihf': 4.62.3
+      '@rollup/rollup-linux-arm64-gnu': 4.62.3
+      '@rollup/rollup-linux-arm64-musl': 4.62.3
+      '@rollup/rollup-linux-loong64-gnu': 4.62.3
+      '@rollup/rollup-linux-loong64-musl': 4.62.3
+      '@rollup/rollup-linux-ppc64-gnu': 4.62.3
+      '@rollup/rollup-linux-ppc64-musl': 4.62.3
+      '@rollup/rollup-linux-riscv64-gnu': 4.62.3
+      '@rollup/rollup-linux-riscv64-musl': 4.62.3
+      '@rollup/rollup-linux-s390x-gnu': 4.62.3
+      '@rollup/rollup-linux-x64-gnu': 4.62.3
+      '@rollup/rollup-linux-x64-musl': 4.62.3
+      '@rollup/rollup-openbsd-x64': 4.62.3
+      '@rollup/rollup-openharmony-arm64': 4.62.3
+      '@rollup/rollup-win32-arm64-msvc': 4.62.3
+      '@rollup/rollup-win32-ia32-msvc': 4.62.3
+      '@rollup/rollup-win32-x64-gnu': 4.62.3
+      '@rollup/rollup-win32-x64-msvc': 4.62.3
+      fsevents: 2.3.3
+
+  source-map-js@1.2.1: {}
+
+  tinyglobby@0.2.17:
+    dependencies:
+      fdir: 6.5.0(picomatch@4.0.5)
+      picomatch: 4.0.5
+
+  vite@7.3.6:
+    dependencies:
+      esbuild: 0.28.1
+      fdir: 6.5.0(picomatch@4.0.5)
+      picomatch: 4.0.5
+      postcss: 8.5.23
+      rollup: 4.62.3
+      tinyglobby: 0.2.17
+    optionalDependencies:
+      fsevents: 2.3.3
diff --git a/web/pnpm-workspace.yaml b/web/pnpm-workspace.yaml
new file mode 100644
index 0000000..09a02ca
--- /dev/null
+++ b/web/pnpm-workspace.yaml
@@ -0,0 +1,4 @@
+allowBuilds:
+  esbuild: true
+onlyBuiltDependencies:
+  - esbuild
diff --git a/web/public/favicon.svg b/web/public/favicon.svg
new file mode 100644
index 0000000..b983aa6
--- /dev/null
+++ b/web/public/favicon.svg
@@ -0,0 +1,4 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 64 64">
+  <rect width="64" height="64" rx="18" fill="#10241f"/>
+  <path d="M15 39c7-17 21-24 36-18-7 18-20 27-36 18Zm8-1c10 1 18-3 24-13-11 0-19 4-24 13Z" fill="#6de1c4"/>
+</svg>
diff --git a/web/public/manifest.webmanifest b/web/public/manifest.webmanifest
new file mode 100644
index 0000000..f69dbda
--- /dev/null
+++ b/web/public/manifest.webmanifest
@@ -0,0 +1,17 @@
+{
+  "name": "ReefTone Web",
+  "short_name": "ReefTone",
+  "description": "Private underwater color correction that runs on your device.",
+  "start_url": "/",
+  "display": "standalone",
+  "background_color": "#07110f",
+  "theme_color": "#07110f",
+  "icons": [
+    {
+      "src": "/favicon.svg",
+      "sizes": "any",
+      "type": "image/svg+xml",
+      "purpose": "any maskable"
+    }
+  ]
+}
diff --git a/web/public/og.png b/web/public/og.png
new file mode 100644
index 0000000000000000000000000000000000000000..96f78c56b851f10a9775a40c7fba74b0f40b20ca
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diff --git a/web/public/sw.js b/web/public/sw.js
new file mode 100644
index 0000000..abe5f15
--- /dev/null
+++ b/web/public/sw.js
@@ -0,0 +1,28 @@
+const CACHE = "reeftone-web-alpha-1";
+
+self.addEventListener("install", event => {
+  event.waitUntil(caches.open(CACHE).then(cache => cache.addAll(["/", "/manifest.webmanifest"])));
+  self.skipWaiting();
+});
+
+self.addEventListener("activate", event => {
+  event.waitUntil(
+    caches.keys().then(keys => Promise.all(
+      keys.filter(key => key !== CACHE).map(key => caches.delete(key)),
+    )),
+  );
+  self.clients.claim();
+});
+
+self.addEventListener("fetch", event => {
+  if (event.request.method !== "GET" || new URL(event.request.url).origin !== location.origin) return;
+  event.respondWith(
+    caches.match(event.request).then(cached => cached || fetch(event.request).then(response => {
+      if (response.ok) {
+        const copy = response.clone();
+        caches.open(CACHE).then(cache => cache.put(event.request, copy));
+      }
+      return response;
+    })),
+  );
+});
diff --git a/web/src/color-math.js b/web/src/color-math.js
new file mode 100644
index 0000000..f9f50a3
--- /dev/null
+++ b/web/src/color-math.js
@@ -0,0 +1,64 @@
+export const DEFAULT_SETTINGS = Object.freeze({
+  exposure: 0,
+  contrast: 0.18,
+  redRecovery: 0.55,
+  temperature: 0.08,
+  tint: 0,
+  saturation: 0.08,
+});
+
+const clamp = value => Math.max(0, Math.min(1, value));
+
+export function adjustPixel(red, green, blue, settings) {
+  const redGap = Math.max(0, green - red);
+  red += redGap
+    * settings.redRecovery
+    * 0.72
+    * (1 - red)
+    * (0.35 + green);
+
+  const warmth = settings.temperature * 0.28;
+  const tint = settings.tint * 0.22;
+  red *= 1 + warmth + tint * 0.48;
+  green *= 1 - tint;
+  blue *= 1 - warmth + tint * 0.34;
+
+  const exposure = 2 ** settings.exposure;
+  red *= exposure;
+  green *= exposure;
+  blue *= exposure;
+
+  const contrast = 1 + settings.contrast;
+  red = (red - 0.5) * contrast + 0.5;
+  green = (green - 0.5) * contrast + 0.5;
+  blue = (blue - 0.5) * contrast + 0.5;
+
+  const luminance = red * 0.2126 + green * 0.7152 + blue * 0.0722;
+  const saturation = 1 + settings.saturation;
+  red = luminance + (red - luminance) * saturation;
+  green = luminance + (green - luminance) * saturation;
+  blue = luminance + (blue - luminance) * saturation;
+
+  return [clamp(red), clamp(green), clamp(blue)];
+}
+
+export function processImageData(imageData, settings, onProgress = null) {
+  const data = imageData.data;
+  const totalPixels = data.length / 4;
+  for (let offset = 0; offset < data.length; offset += 4) {
+    const [red, green, blue] = adjustPixel(
+      data[offset] / 255,
+      data[offset + 1] / 255,
+      data[offset + 2] / 255,
+      settings,
+    );
+    data[offset] = Math.round(red * 255);
+    data[offset + 1] = Math.round(green * 255);
+    data[offset + 2] = Math.round(blue * 255);
+    if (onProgress && offset % 1_000_000 === 0) {
+      onProgress((offset / 4) / totalPixels);
+    }
+  }
+  onProgress?.(1);
+  return imageData;
+}
diff --git a/web/src/export-worker.js b/web/src/export-worker.js
new file mode 100644
index 0000000..a5e225c
--- /dev/null
+++ b/web/src/export-worker.js
@@ -0,0 +1,23 @@
+import {processImageData} from "./color-math.js";
+
+self.addEventListener("message", async event => {
+  const {buffer, type, settings, outputType, quality} = event.data;
+  try {
+    const bitmap = await createImageBitmap(new Blob([buffer], {type}));
+    const canvas = new OffscreenCanvas(bitmap.width, bitmap.height);
+    const context = canvas.getContext("2d", {willReadFrequently: true});
+    context.drawImage(bitmap, 0, 0);
+    bitmap.close();
+    const imageData = context.getImageData(0, 0, canvas.width, canvas.height);
+    processImageData(imageData, settings, progress => {
+      self.postMessage({kind: "progress", progress});
+    });
+    context.putImageData(imageData, 0, 0);
+    const exportOptions = {type: outputType};
+    if (typeof quality === "number") exportOptions.quality = quality;
+    const blob = await canvas.convertToBlob(exportOptions);
+    self.postMessage({kind: "complete", blob});
+  } catch (error) {
+    self.postMessage({kind: "error", message: error.message || "Export failed"});
+  }
+});
diff --git a/web/src/gpu-renderer.js b/web/src/gpu-renderer.js
new file mode 100644
index 0000000..1e1052c
--- /dev/null
+++ b/web/src/gpu-renderer.js
@@ -0,0 +1,166 @@
+const SHADER = `
+struct Settings {
+  exposure: f32,
+  contrast: f32,
+  redRecovery: f32,
+  temperature: f32,
+  tint: f32,
+  saturation: f32,
+  padding0: f32,
+  padding1: f32,
+}
+
+@group(0) @binding(0) var sourceTexture: texture_2d<f32>;
+@group(0) @binding(1) var sourceSampler: sampler;
+@group(0) @binding(2) var<uniform> settings: Settings;
+
+struct VertexOutput {
+  @builtin(position) position: vec4<f32>,
+  @location(0) uv: vec2<f32>,
+}
+
+@vertex
+fn vertexMain(@builtin(vertex_index) index: u32) -> VertexOutput {
+  var positions = array<vec2<f32>, 3>(
+    vec2<f32>(-1.0, -1.0),
+    vec2<f32>(3.0, -1.0),
+    vec2<f32>(-1.0, 3.0)
+  );
+  var uvs = array<vec2<f32>, 3>(
+    vec2<f32>(0.0, 1.0),
+    vec2<f32>(2.0, 1.0),
+    vec2<f32>(0.0, -1.0)
+  );
+  var output: VertexOutput;
+  output.position = vec4<f32>(positions[index], 0.0, 1.0);
+  output.uv = uvs[index];
+  return output;
+}
+
+@fragment
+fn fragmentMain(input: VertexOutput) -> @location(0) vec4<f32> {
+  var color = textureSample(sourceTexture, sourceSampler, input.uv);
+  let redGap = max(0.0, color.g - color.r);
+  color.r += redGap * settings.redRecovery * 0.72 * (1.0 - color.r) * (0.35 + color.g);
+
+  let warmth = settings.temperature * 0.28;
+  let tint = settings.tint * 0.22;
+  color.r *= 1.0 + warmth + tint * 0.48;
+  color.g *= 1.0 - tint;
+  color.b *= 1.0 - warmth + tint * 0.34;
+
+  color.rgb *= exp2(settings.exposure);
+  color.rgb = (color.rgb - vec3<f32>(0.5)) * (1.0 + settings.contrast) + vec3<f32>(0.5);
+
+  let luminance = dot(color.rgb, vec3<f32>(0.2126, 0.7152, 0.0722));
+  color.rgb = mix(vec3<f32>(luminance), color.rgb, 1.0 + settings.saturation);
+  return vec4<f32>(clamp(color.rgb, vec3<f32>(0.0), vec3<f32>(1.0)), 1.0);
+}
+`;
+
+export class WebGpuRenderer {
+  static async create(canvas) {
+    if (!navigator.gpu) throw new Error("WebGPU is unavailable");
+    const adapter = await navigator.gpu.requestAdapter({powerPreference: "high-performance"});
+    if (!adapter) throw new Error("No WebGPU adapter");
+    const device = await adapter.requestDevice();
+    return new WebGpuRenderer(canvas, adapter, device);
+  }
+
+  constructor(canvas, adapter, device) {
+    this.canvas = canvas;
+    this.adapter = adapter;
+    this.device = device;
+    this.context = canvas.getContext("webgpu");
+    this.format = navigator.gpu.getPreferredCanvasFormat();
+    this.module = device.createShaderModule({code: SHADER});
+    this.pipeline = device.createRenderPipeline({
+      layout: "auto",
+      vertex: {module: this.module, entryPoint: "vertexMain"},
+      fragment: {
+        module: this.module,
+        entryPoint: "fragmentMain",
+        targets: [{format: this.format}],
+      },
+      primitive: {topology: "triangle-list"},
+    });
+    this.sampler = device.createSampler({
+      magFilter: "linear",
+      minFilter: "linear",
+    });
+    this.uniformBuffer = device.createBuffer({
+      size: 32,
+      usage: GPUBufferUsage.UNIFORM | GPUBufferUsage.COPY_DST,
+    });
+    this.texture = null;
+    this.bindGroup = null;
+  }
+
+  async setImage(bitmap) {
+    this.texture?.destroy();
+    this.canvas.width = bitmap.width;
+    this.canvas.height = bitmap.height;
+    this.context.configure({
+      device: this.device,
+      format: this.format,
+      alphaMode: "opaque",
+    });
+    this.texture = this.device.createTexture({
+      size: [bitmap.width, bitmap.height],
+      format: "rgba8unorm",
+      usage: GPUTextureUsage.TEXTURE_BINDING
+        | GPUTextureUsage.COPY_DST
+        | GPUTextureUsage.RENDER_ATTACHMENT,
+    });
+    this.device.queue.copyExternalImageToTexture(
+      {source: bitmap},
+      {texture: this.texture},
+      [bitmap.width, bitmap.height],
+    );
+    this.bindGroup = this.device.createBindGroup({
+      layout: this.pipeline.getBindGroupLayout(0),
+      entries: [
+        {binding: 0, resource: this.texture.createView()},
+        {binding: 1, resource: this.sampler},
+        {binding: 2, resource: {buffer: this.uniformBuffer}},
+      ],
+    });
+  }
+
+  render(settings) {
+    if (!this.bindGroup) return;
+    const values = new Float32Array([
+      settings.exposure,
+      settings.contrast,
+      settings.redRecovery,
+      settings.temperature,
+      settings.tint,
+      settings.saturation,
+      0,
+      0,
+    ]);
+    this.device.queue.writeBuffer(this.uniformBuffer, 0, values);
+    const encoder = this.device.createCommandEncoder();
+    const pass = encoder.beginRenderPass({
+      colorAttachments: [{
+        view: this.context.getCurrentTexture().createView(),
+        clearValue: {r: 0.01, g: 0.02, b: 0.02, a: 1},
+        loadOp: "clear",
+        storeOp: "store",
+      }],
+    });
+    pass.setPipeline(this.pipeline);
+    pass.setBindGroup(0, this.bindGroup);
+    pass.draw(3);
+    pass.end();
+    this.device.queue.submit([encoder.finish()]);
+  }
+
+  describe() {
+    const maxTexture = this.device.limits.maxTextureDimension2D;
+    return {
+      name: "WebGPU",
+      detail: `GPU preview · ${maxTexture}px texture limit`,
+    };
+  }
+}
diff --git a/web/src/main.js b/web/src/main.js
new file mode 100644
index 0000000..c463dcf
--- /dev/null
+++ b/web/src/main.js
@@ -0,0 +1,310 @@
+import "./style.css";
+import {DEFAULT_SETTINGS, processImageData} from "./color-math.js";
+import {WebGpuRenderer} from "./gpu-renderer.js";
+
+const $ = selector => document.querySelector(selector);
+const $$ = selector => [...document.querySelectorAll(selector)];
+const VERSION = "0.5.0-alpha.1";
+
+const state = {
+  file: null,
+  objectUrl: null,
+  previewBitmap: null,
+  renderer: null,
+  rendererKind: "Preparing",
+  settings: {...DEFAULT_SETTINGS},
+  cpuSource: null,
+  renderQueued: false,
+};
+
+function toast(message, isError = false) {
+  const item = document.createElement("div");
+  item.className = `toast${isError ? " error" : ""}`;
+  item.textContent = message;
+  $("#toastRegion").append(item);
+  setTimeout(() => item.remove(), 4200);
+}
+
+function displayValue(name, value) {
+  if (name === "exposure") return value === 0 ? "0.00" : `${value > 0 ? "+" : ""}${value.toFixed(2)}`;
+  if (name === "redRecovery") return String(Math.round(value * 100));
+  return value === 0 ? "0" : `${value > 0 ? "+" : "−"}${Math.abs(Math.round(value * 100))}`;
+}
+
+function syncControls() {
+  $$("[data-setting]").forEach(input => {
+    input.value = state.settings[input.dataset.setting];
+    $(`[data-output="${input.dataset.setting}"]`).value = displayValue(
+      input.dataset.setting,
+      Number(input.value),
+    );
+  });
+}
+
+function setControlsEnabled(enabled) {
+  $$("[data-setting], #resetButton, #exportJpeg, #exportPng").forEach(control => {
+    control.disabled = !enabled;
+  });
+}
+
+function capabilityRows() {
+  const checks = [
+    ["WebGPU", Boolean(navigator.gpu)],
+    ["Display P3", matchMedia("(color-gamut: p3)").matches],
+    ["HDR display", matchMedia("(dynamic-range: high)").matches],
+    ["Offscreen export", typeof OffscreenCanvas !== "undefined"],
+    ["WebAssembly", typeof WebAssembly !== "undefined"],
+  ];
+  $("#capabilitySummary").textContent = `${checks.filter(([, supported]) => supported).length}/${checks.length} available`;
+  $("#capabilityGrid").innerHTML = checks.map(([label, supported]) => `
+    <span class="${supported ? "supported" : "missing"}"><i></i>${label}<small>${supported ? "Ready" : "Fallback"}</small></span>
+  `).join("");
+}
+
+async function prepareRenderer() {
+  try {
+    state.renderer = await WebGpuRenderer.create($("#previewCanvas"));
+    state.rendererKind = state.renderer.describe().name;
+    $("#engineDot").className = "ready";
+    $("#engineLabel").textContent = state.renderer.describe().detail;
+  } catch (_) {
+    state.renderer = null;
+    state.rendererKind = "CPU fallback";
+    $("#engineDot").className = "fallback";
+    $("#engineLabel").textContent = "CPU preview fallback";
+  }
+}
+
+function previewSize(width, height, maxSide = 1800) {
+  const scale = Math.min(1, maxSide / Math.max(width, height));
+  return {
+    width: Math.max(1, Math.round(width * scale)),
+    height: Math.max(1, Math.round(height * scale)),
+  };
+}
+
+async function createPreviewBitmap(file) {
+  const source = await createImageBitmap(file);
+  const size = previewSize(source.width, source.height);
+  if (size.width === source.width && size.height === source.height) return source;
+  source.close();
+  return createImageBitmap(file, {
+    resizeWidth: size.width,
+    resizeHeight: size.height,
+    resizeQuality: "high",
+  });
+}
+
+function setCpuSource(bitmap) {
+  const canvas = $("#previewCanvas");
+  canvas.width = bitmap.width;
+  canvas.height = bitmap.height;
+  const context = canvas.getContext("2d", {willReadFrequently: true});
+  context.drawImage(bitmap, 0, 0);
+  state.cpuSource = context.getImageData(0, 0, canvas.width, canvas.height);
+}
+
+function replacePreviewCanvas() {
+  const current = $("#previewCanvas");
+  const replacement = current.cloneNode(false);
+  current.replaceWith(replacement);
+  return replacement;
+}
+
+function syncComparisonGeometry() {
+  if (!state.file) return;
+  const canvas = $("#previewCanvas");
+  const original = $("#originalImage");
+  const bounds = canvas.getBoundingClientRect();
+  original.style.width = `${bounds.width}px`;
+  original.style.height = `${bounds.height}px`;
+}
+
+function renderCpuPreview() {
+  const canvas = $("#previewCanvas");
+  const context = canvas.getContext("2d", {willReadFrequently: true});
+  const copy = new ImageData(
+    new Uint8ClampedArray(state.cpuSource.data),
+    state.cpuSource.width,
+    state.cpuSource.height,
+  );
+  processImageData(copy, state.settings);
+  context.putImageData(copy, 0, 0);
+}
+
+function renderPreview() {
+  if (!state.file || state.renderQueued) return;
+  state.renderQueued = true;
+  requestAnimationFrame(() => {
+    const started = performance.now();
+    if (state.renderer) state.renderer.render(state.settings);
+    else if (state.cpuSource) renderCpuPreview();
+    $("#processingTime").textContent = `${state.rendererKind} · ${Math.max(1, Math.round(performance.now() - started))} ms update`;
+    state.renderQueued = false;
+  });
+}
+
+async function openFile(file) {
+  if (!file) return;
+  if (!["image/jpeg", "image/png"].includes(file.type)) {
+    toast("This alpha currently accepts JPEG and PNG files.", true);
+    return;
+  }
+  if (file.size > 100 * 1024 * 1024) {
+    toast("Choose an image smaller than 100 MB for this alpha.", true);
+    return;
+  }
+
+  $("#workingOverlay").hidden = false;
+  try {
+    state.previewBitmap?.close();
+    if (state.objectUrl) URL.revokeObjectURL(state.objectUrl);
+    state.file = file;
+    state.objectUrl = URL.createObjectURL(file);
+    $("#originalImage").src = state.objectUrl;
+    await $("#originalImage").decode();
+    state.previewBitmap = await createPreviewBitmap(file);
+
+    if (state.renderer) {
+      try {
+        await state.renderer.setImage(state.previewBitmap);
+      } catch (error) {
+        console.warn("WebGPU image setup failed; using CPU preview.", error);
+        state.renderer = null;
+        state.rendererKind = "CPU fallback";
+        replacePreviewCanvas();
+        setCpuSource(state.previewBitmap);
+        $("#engineDot").className = "fallback";
+        $("#engineLabel").textContent = "CPU preview fallback";
+      }
+    } else {
+      setCpuSource(state.previewBitmap);
+    }
+
+    $("#emptyState").hidden = true;
+    $("#editorStage").hidden = false;
+    $("#documentName").textContent = file.name;
+    $("#documentMeta").textContent = `${(file.size / 1024 / 1024).toFixed(1)} MB · local only`;
+    $("#imageDimensions").textContent = `${$("#originalImage").naturalWidth} × ${$("#originalImage").naturalHeight} · preview ${state.previewBitmap.width} × ${state.previewBitmap.height}`;
+    setControlsEnabled(true);
+    updateComparison(0);
+    renderPreview();
+    requestAnimationFrame(syncComparisonGeometry);
+  } catch (error) {
+    toast(`Could not open this photo: ${error.message}`, true);
+  } finally {
+    $("#workingOverlay").hidden = true;
+    $("#fileInput").value = "";
+  }
+}
+
+function updateComparison(value) {
+  const percent = Math.max(0, Math.min(100, Number(value)));
+  $("#originalLayer").style.width = `${percent}%`;
+  $("#compareLine").hidden = percent === 0 || percent === 100;
+  $("#compareLine").style.left = `${percent}%`;
+}
+
+function resetSettings() {
+  state.settings = {...DEFAULT_SETTINGS};
+  syncControls();
+  renderPreview();
+  toast("Preview settings reset");
+}
+
+async function exportImage(outputType) {
+  if (!state.file || typeof OffscreenCanvas === "undefined") {
+    toast("Full-resolution export is unavailable in this browser.", true);
+    return;
+  }
+  $("#workingOverlay").hidden = false;
+  const buttons = ["#exportJpeg", "#exportPng"].map(selector => $(selector));
+  buttons.forEach(button => { button.disabled = true; });
+
+  const worker = new Worker(new URL("./export-worker.js", import.meta.url), {type: "module"});
+  worker.addEventListener("message", event => {
+    if (event.data.kind === "progress") {
+      $("#processingTime").textContent = `Local export · ${Math.round(event.data.progress * 100)}%`;
+    } else if (event.data.kind === "complete") {
+      const extension = outputType === "image/png" ? "png" : "jpg";
+      const stem = state.file.name.replace(/\.[^.]+$/, "");
+      const url = URL.createObjectURL(event.data.blob);
+      const anchor = document.createElement("a");
+      anchor.href = url;
+      anchor.download = `${stem}_reeftone_web.${extension}`;
+      anchor.click();
+      setTimeout(() => URL.revokeObjectURL(url), 2000);
+      toast("Export created on this device");
+      cleanup();
+    } else if (event.data.kind === "error") {
+      toast(event.data.message, true);
+      cleanup();
+    }
+  });
+  worker.addEventListener("error", event => {
+    toast(event.message || "Export failed", true);
+    cleanup();
+  });
+
+  function cleanup() {
+    worker.terminate();
+    $("#workingOverlay").hidden = true;
+    buttons.forEach(button => { button.disabled = false; });
+    renderPreview();
+  }
+
+  const buffer = await state.file.arrayBuffer();
+  worker.postMessage({
+    buffer,
+    type: state.file.type,
+    settings: state.settings,
+    outputType,
+    quality: outputType === "image/jpeg" ? 0.94 : undefined,
+  }, [buffer]);
+}
+
+function bindEvents() {
+  $("#chooseButton").addEventListener("click", () => $("#fileInput").click());
+  $("#openButton").addEventListener("click", () => $("#fileInput").click());
+  $("#fileInput").addEventListener("change", event => openFile(event.target.files[0]));
+  $("#resetButton").addEventListener("click", resetSettings);
+  $("#compareInput").addEventListener("input", event => updateComparison(event.target.value));
+  $("#exportJpeg").addEventListener("click", () => exportImage("image/jpeg"));
+  $("#exportPng").addEventListener("click", () => exportImage("image/png"));
+
+  $$("[data-setting]").forEach(input => {
+    input.addEventListener("input", () => {
+      const name = input.dataset.setting;
+      state.settings[name] = Number(input.value);
+      $(`[data-output="${name}"]`).value = displayValue(name, state.settings[name]);
+      renderPreview();
+    });
+  });
+
+  ["dragenter", "dragover"].forEach(type => window.addEventListener(type, event => {
+    event.preventDefault();
+    $("#dropOverlay").classList.add("visible");
+  }));
+  window.addEventListener("dragleave", event => {
+    if (!event.relatedTarget) $("#dropOverlay").classList.remove("visible");
+  });
+  window.addEventListener("drop", event => {
+    event.preventDefault();
+    $("#dropOverlay").classList.remove("visible");
+    openFile(event.dataTransfer.files[0]);
+  });
+  window.addEventListener("resize", syncComparisonGeometry);
+}
+
+async function start() {
+  capabilityRows();
+  bindEvents();
+  syncControls();
+  await prepareRenderer();
+  if ("serviceWorker" in navigator && location.protocol === "https:") {
+    navigator.serviceWorker.register("/sw.js").catch(() => {});
+  }
+  console.info(`ReefTone Web ${VERSION}`);
+}
+
+start();
diff --git a/web/src/style.css b/web/src/style.css
new file mode 100644
index 0000000..25f267d
--- /dev/null
+++ b/web/src/style.css
@@ -0,0 +1,160 @@
+:root {
+  color-scheme: dark;
+  --bg: #07110f;
+  --surface: #0d1816;
+  --surface-2: #13211e;
+  --surface-3: #1a2a26;
+  --line: rgba(202, 240, 228, .12);
+  --line-strong: rgba(202, 240, 228, .22);
+  --text: #eff8f4;
+  --muted: #8ca59d;
+  --muted-2: #60776f;
+  --accent: #6de1c4;
+  --accent-strong: #a2f7e1;
+  --danger: #ff9a8e;
+  font-family: Inter, ui-sans-serif, -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif;
+  font-synthesis: none;
+}
+
+* { box-sizing: border-box; }
+html, body { width: 100%; min-width: 320px; height: 100%; margin: 0; overflow: hidden; }
+body { color: var(--text); background: var(--bg); }
+button, input { font: inherit; }
+button { border: 0; color: inherit; }
+[hidden] { display: none !important; }
+
+.app-shell { height: 100%; display: grid; grid-template-rows: 64px minmax(0, 1fr); }
+.topbar {
+  position: relative;
+  z-index: 20;
+  display: grid;
+  grid-template-columns: minmax(210px, 1fr) auto minmax(280px, 1fr);
+  align-items: center;
+  padding: 0 18px;
+  border-bottom: 1px solid var(--line);
+  background: rgba(8, 17, 15, .94);
+  backdrop-filter: blur(18px);
+}
+.brand { justify-self: start; display: flex; align-items: center; gap: 10px; color: inherit; text-decoration: none; }
+.brand-mark { display: grid; place-items: center; width: 34px; height: 34px; border-radius: 10px; color: #06251e; background: linear-gradient(145deg, var(--accent-strong), #45b99e); font-weight: 900; box-shadow: 0 8px 26px rgba(80, 220, 183, .12); }
+.brand > span:last-child, .document-state { display: grid; gap: 2px; }
+.brand strong { font-size: 15px; letter-spacing: -.02em; }
+.brand small, .document-state small { color: var(--muted-2); font-size: 10px; }
+.document-state { text-align: center; }
+.document-state strong { max-width: 340px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; font-size: 12px; }
+.top-actions { justify-self: end; display: flex; align-items: center; gap: 8px; }
+.privacy-pill { display: inline-flex; align-items: center; gap: 7px; padding: 7px 10px; border: 1px solid var(--line); border-radius: 999px; color: var(--muted); font-size: 9px; }
+.privacy-pill i { width: 6px; height: 6px; border-radius: 50%; background: var(--accent); box-shadow: 0 0 9px var(--accent); }
+
+.workspace { display: grid; grid-template-columns: minmax(0, 1fr) 340px; min-height: 0; }
+.preview-panel {
+  position: relative;
+  min-width: 0;
+  overflow: hidden;
+  background:
+    radial-gradient(circle at 20% 12%, rgba(37, 111, 94, .18), transparent 34%),
+    radial-gradient(circle at 83% 88%, rgba(23, 74, 82, .16), transparent 32%),
+    #08110f;
+}
+.preview-panel::before { content: ""; position: absolute; inset: 0; opacity: .12; pointer-events: none; background-image: linear-gradient(rgba(255,255,255,.025) 1px, transparent 1px), linear-gradient(90deg, rgba(255,255,255,.025) 1px, transparent 1px); background-size: 32px 32px; }
+.alpha-notice { position: absolute; z-index: 5; top: 15px; left: 17px; right: 17px; display: flex; align-items: center; gap: 9px; pointer-events: none; }
+.alpha-notice strong { padding: 5px 7px; border: 1px solid rgba(109,225,196,.20); border-radius: 6px; color: var(--accent); background: rgba(10,29,25,.82); font-size: 8px; letter-spacing: .08em; text-transform: uppercase; }
+.alpha-notice span { color: var(--muted-2); font-size: 8px; }
+
+.empty-state { position: absolute; inset: 0; display: flex; flex-direction: column; align-items: center; justify-content: center; padding: 68px 30px 35px; text-align: center; }
+.empty-orbit { position: relative; width: 112px; height: 112px; margin-bottom: 20px; border: 1px solid rgba(109,225,196,.20); border-radius: 50%; box-shadow: inset 0 0 45px rgba(72,191,163,.08), 0 20px 60px rgba(0,0,0,.25); }
+.empty-orbit::before, .empty-orbit::after { content: ""; position: absolute; border-radius: 50%; }
+.empty-orbit::before { inset: 18px; border: 1px dashed rgba(109,225,196,.22); }
+.empty-orbit::after { width: 36px; height: 36px; left: 37px; top: 37px; background: radial-gradient(circle at 35% 35%, var(--accent-strong), #1c7662); box-shadow: 0 0 35px rgba(109,225,196,.32); }
+.empty-orbit span { position: absolute; width: 9px; height: 9px; right: 7px; top: 44px; border-radius: 50%; background: #d5b572; box-shadow: 0 0 12px rgba(213,181,114,.45); }
+.empty-orbit i { position: absolute; width: 6px; height: 6px; left: 16px; bottom: 22px; border-radius: 50%; background: #4db9cf; }
+.eyebrow { margin: 0 0 6px; color: var(--accent); font-size: 9px; font-weight: 800; letter-spacing: .13em; text-transform: uppercase; }
+.empty-state h1 { max-width: 690px; margin: 0 0 14px; font-size: clamp(31px, 4.5vw, 58px); line-height: 1.02; letter-spacing: -.055em; }
+.empty-state > p:not(.eyebrow) { max-width: 570px; margin: 0 0 24px; color: var(--muted); font-size: 13px; line-height: 1.65; }
+.empty-state > small { margin-top: 14px; color: var(--muted-2); font-size: 8px; }
+
+.primary-button, .secondary-button { display: inline-flex; align-items: center; justify-content: center; min-height: 36px; padding: 0 15px; border-radius: 9px; font-size: 10px; font-weight: 750; cursor: pointer; transition: .16s; }
+.primary-button { color: #05231c; background: var(--accent); }
+.primary-button:hover:not(:disabled) { background: var(--accent-strong); }
+.secondary-button { border: 1px solid var(--line-strong); color: #ceddd8; background: var(--surface-2); }
+.secondary-button:hover:not(:disabled) { border-color: rgba(109,225,196,.38); background: var(--surface-3); }
+.primary-button.large { min-height: 45px; padding-inline: 22px; border-radius: 11px; font-size: 12px; }
+button:disabled { opacity: .34; cursor: not-allowed; }
+
+.editor-stage { position: absolute; inset: 0; display: flex; flex-direction: column; align-items: center; justify-content: center; gap: 9px; padding: 72px 32px 28px; }
+.preview-toolbar { width: min(100%, 960px); display: flex; align-items: center; justify-content: space-between; gap: 15px; color: var(--muted); font-size: 8px; }
+.engine-status, .compare-control { display: flex; align-items: center; gap: 7px; }
+.engine-status i { width: 6px; height: 6px; border-radius: 50%; background: #d1a960; }
+.engine-status i.ready { background: var(--accent); box-shadow: 0 0 8px var(--accent); }
+.engine-status i.fallback { background: #d1a960; }
+.compare-control input { width: 120px; accent-color: var(--accent); }
+.image-frame { position: relative; display: grid; place-items: center; width: min(100%, 960px); max-height: calc(100% - 52px); overflow: hidden; border-radius: 9px; background: #030706; box-shadow: 0 24px 80px rgba(0,0,0,.5), 0 0 0 1px rgba(255,255,255,.08); }
+.image-frame canvas { display: block; max-width: 100%; max-height: 100%; width: auto; height: auto; object-fit: contain; }
+.original-layer { position: absolute; inset: 0 auto 0 0; width: 0; overflow: hidden; pointer-events: none; }
+.original-layer img { display: block; width: 100%; height: 100%; max-width: none; object-fit: fill; }
+.compare-line { position: absolute; z-index: 3; top: 0; bottom: 0; width: 1px; background: rgba(255,255,255,.82); box-shadow: 0 0 0 1px rgba(0,0,0,.3); }
+.working-overlay { position: absolute; z-index: 6; inset: 0; display: grid; place-items: center; align-content: center; gap: 9px; color: #e8f6f1; background: rgba(5,14,12,.76); backdrop-filter: blur(5px); font-size: 9px; }
+.working-overlay span { width: 22px; height: 22px; border: 2px solid rgba(255,255,255,.2); border-top-color: var(--accent); border-radius: 50%; animation: spin .7s linear infinite; }
+@keyframes spin { to { transform: rotate(360deg); } }
+.image-details { width: min(100%, 960px); display: flex; justify-content: space-between; color: var(--muted-2); font-size: 8px; }
+
+.control-panel { position: relative; z-index: 10; display: flex; flex-direction: column; min-height: 0; overflow: auto; border-left: 1px solid var(--line); background: var(--surface); }
+.panel-header { display: flex; align-items: center; justify-content: space-between; padding: 22px 20px 14px; }
+.panel-header h2 { margin: 0; font-size: 17px; letter-spacing: -.025em; }
+.text-button { padding: 6px; color: var(--accent); background: transparent; font-size: 10px; font-weight: 700; cursor: pointer; }
+.trust-card { display: flex; gap: 10px; margin: 0 16px 12px; padding: 11px; border: 1px solid rgba(109,225,196,.14); border-radius: 11px; background: rgba(109,225,196,.045); }
+.trust-icon { flex: 0 0 auto; display: grid; place-items: center; width: 30px; height: 30px; border-radius: 9px; color: #06231c; background: var(--accent); font-size: 12px; font-weight: 900; }
+.trust-card strong, .trust-card small { display: block; }
+.trust-card strong { font-size: 9px; }
+.trust-card small { margin-top: 4px; color: var(--muted); font-size: 8px; line-height: 1.45; }
+.controls { display: grid; gap: 18px; padding: 16px 18px 20px; border-top: 1px solid var(--line); border-bottom: 1px solid var(--line); }
+.slider-control { display: grid; grid-template-columns: 1fr auto; gap: 7px; align-items: center; color: #cad9d4; font-size: 10px; }
+.slider-control output { min-width: 34px; color: var(--muted); text-align: right; font-variant-numeric: tabular-nums; }
+.slider-control input { grid-column: 1 / -1; width: 100%; margin: 0; accent-color: var(--accent); cursor: ew-resize; }
+.capability-card { margin: 14px 16px 0; border: 1px solid var(--line); border-radius: 10px; background: rgba(255,255,255,.018); }
+.capability-card summary { display: flex; align-items: center; justify-content: space-between; padding: 10px; cursor: pointer; font-size: 9px; font-weight: 700; }
+.capability-card summary small { color: var(--muted-2); font-size: 8px; }
+.capability-grid { display: grid; gap: 5px; padding: 0 9px 9px; }
+.capability-grid > span { display: grid; grid-template-columns: auto 1fr auto; align-items: center; gap: 7px; padding: 6px 7px; border-radius: 7px; color: var(--muted); background: var(--surface-2); font-size: 8px; }
+.capability-grid i { width: 6px; height: 6px; border-radius: 50%; }
+.capability-grid .supported i { background: var(--accent); }
+.capability-grid .missing i { background: #d1a960; }
+.capability-grid small { color: var(--muted-2); font-size: 7px; }
+.export-card { margin-top: auto; padding: 16px; border-top: 1px solid var(--line); background: rgba(7,15,13,.58); }
+.export-card strong, .export-card small { display: block; }
+.export-card strong { font-size: 10px; }
+.export-card small { margin-top: 4px; color: var(--muted); font-size: 8px; line-height: 1.45; }
+.export-actions { display: grid; grid-template-columns: 74px 1fr; gap: 7px; margin-top: 11px; }
+.drop-overlay { position: absolute; z-index: 50; inset: 14px; display: grid; place-items: center; border: 1px dashed rgba(109,225,196,.55); border-radius: 15px; color: var(--accent-strong); background: rgba(6,27,22,.90); backdrop-filter: blur(12px); font-size: 14px; font-weight: 750; opacity: 0; pointer-events: none; transition: opacity .16s; }
+.drop-overlay.visible { opacity: 1; }
+.toast-region { position: fixed; z-index: 100; right: 18px; bottom: 18px; display: grid; gap: 7px; pointer-events: none; }
+.toast { min-width: 230px; max-width: 360px; padding: 11px 13px; border: 1px solid var(--line-strong); border-radius: 10px; color: #dcebe6; background: rgba(20,34,30,.97); box-shadow: 0 15px 40px rgba(0,0,0,.35); font-size: 9px; }
+.toast.error { border-color: rgba(255,154,142,.32); }
+
+@media (max-width: 880px) {
+  html, body { height: auto; overflow: auto; }
+  .app-shell { min-height: 100vh; height: auto; grid-template-rows: 58px auto; }
+  .topbar { position: sticky; top: 0; grid-template-columns: 1fr auto; min-height: 58px; padding-inline: 10px; }
+  .document-state, .privacy-pill { display: none; }
+  .workspace { display: flex; flex-direction: column; }
+  .preview-panel { min-height: 68vh; }
+  .control-panel { min-height: 620px; border-top: 1px solid var(--line); border-left: 0; }
+  .empty-state { min-height: 68vh; position: relative; }
+  .editor-stage { min-height: 68vh; }
+  .alpha-notice span { display: none; }
+}
+
+@media (max-width: 520px) {
+  .brand small { display: none; }
+  .secondary-button { padding-inline: 11px; }
+  .empty-state h1 { font-size: 35px; }
+  .editor-stage { padding: 68px 10px 22px; }
+  .preview-toolbar { flex-direction: column; align-items: stretch; }
+  .compare-control { justify-content: center; }
+  .compare-control input { flex: 1; }
+  .image-details { gap: 8px; flex-wrap: wrap; }
+}
+
+@media (prefers-reduced-motion: reduce) {
+  *, *::before, *::after { animation-duration: .01ms !important; transition-duration: .01ms !important; }
+}
diff --git a/web/test/color-math.test.js b/web/test/color-math.test.js
new file mode 100644
index 0000000..5909b91
--- /dev/null
+++ b/web/test/color-math.test.js
@@ -0,0 +1,30 @@
+import assert from "node:assert/strict";
+import test from "node:test";
+
+import {DEFAULT_SETTINGS, adjustPixel, processImageData} from "../src/color-math.js";
+
+test("default correction remains inside display range", () => {
+  const result = adjustPixel(0.12, 0.48, 0.64, DEFAULT_SETTINGS);
+  assert.equal(result.length, 3);
+  result.forEach(value => assert.ok(value >= 0 && value <= 1));
+  assert.ok(result[0] > 0.12);
+});
+
+test("zero settings preserve a mid-gray pixel", () => {
+  const settings = {
+    exposure: 0,
+    contrast: 0,
+    redRecovery: 0,
+    temperature: 0,
+    tint: 0,
+    saturation: 0,
+  };
+  const result = adjustPixel(0.5, 0.5, 0.5, settings);
+  result.forEach(value => assert.ok(Math.abs(value - 0.5) < 1e-8));
+});
+
+test("image processing preserves alpha", () => {
+  const source = {data: new Uint8ClampedArray([30, 120, 180, 91])};
+  processImageData(source, DEFAULT_SETTINGS);
+  assert.equal(source.data[3], 91);
+});
diff --git a/web/test/worker.test.js b/web/test/worker.test.js
new file mode 100644
index 0000000..9eb7cb9
--- /dev/null
+++ b/web/test/worker.test.js
@@ -0,0 +1,26 @@
+import assert from "node:assert/strict";
+import test from "node:test";
+import worker from "../worker/index.js";
+
+test("hosted HTML receives an absolute social image origin", async () => {
+  const env = {
+    ASSETS: {
+      async fetch() {
+        return new Response(
+          '<meta property="og:image" content="__REEFTONE_ORIGIN__/og.png">',
+          {headers: {"content-type": "text/html; charset=utf-8"}},
+        );
+      },
+    },
+  };
+
+  const response = await worker.fetch(new Request("https://alpha.example/"), env);
+  assert.match(await response.text(), /https:\/\/alpha\.example\/og\.png/);
+  assert.equal(response.headers.get("x-content-type-options"), "nosniff");
+});
+
+test("non-HTML assets pass through unchanged", async () => {
+  const asset = new Response("image-bytes", {headers: {"content-type": "image/png"}});
+  const env = {ASSETS: {fetch: async () => asset}};
+  assert.equal(await (await worker.fetch(new Request("https://alpha.example/og.png"), env)).text(), "image-bytes");
+});
diff --git a/web/vite.config.js b/web/vite.config.js
new file mode 100644
index 0000000..2ac9a6d
--- /dev/null
+++ b/web/vite.config.js
@@ -0,0 +1,39 @@
+import {copyFile, mkdir, readFile, rm} from "node:fs/promises";
+import {resolve} from "node:path";
+import {defineConfig} from "vite";
+
+function sitesBundle() {
+  let root;
+  return {
+    name: "reeftone-sites-bundle",
+    apply: "build",
+    configResolved(config) {
+      root = config.root;
+    },
+    async buildStart() {
+      await rm(resolve(root, "dist"), {recursive: true, force: true});
+    },
+    async closeBundle() {
+      const serverDirectory = resolve(root, "dist/server");
+      const metadataDirectory = resolve(root, "dist/.openai");
+      await rm(serverDirectory, {recursive: true, force: true});
+      await mkdir(serverDirectory, {recursive: true});
+      await mkdir(metadataDirectory, {recursive: true});
+      await copyFile(resolve(root, "worker/index.js"), resolve(serverDirectory, "index.js"));
+      await copyFile(
+        resolve(root, ".openai/hosting.json"),
+        resolve(metadataDirectory, "hosting.json"),
+      );
+      await readFile(resolve(root, "dist/static/index.html"), "utf8");
+    },
+  };
+}
+
+export default defineConfig({
+  plugins: [sitesBundle()],
+  build: {
+    outDir: "dist/static",
+    target: "es2022",
+    sourcemap: true,
+  },
+});
diff --git a/web/worker/index.js b/web/worker/index.js
new file mode 100644
index 0000000..65ad5bd
--- /dev/null
+++ b/web/worker/index.js
@@ -0,0 +1,22 @@
+const worker = {
+  async fetch(request, env) {
+    const response = await env.ASSETS.fetch(request);
+    const contentType = response.headers.get("content-type") || "";
+    if (!contentType.includes("text/html")) return response;
+
+    const origin = new URL(request.url).origin;
+    const html = (await response.text()).replaceAll("__REEFTONE_ORIGIN__", origin);
+    const headers = new Headers(response.headers);
+    headers.delete("content-length");
+    headers.set("cache-control", "no-cache");
+    headers.set("x-content-type-options", "nosniff");
+    headers.set("referrer-policy", "strict-origin-when-cross-origin");
+    return new Response(html, {
+      status: response.status,
+      statusText: response.statusText,
+      headers,
+    });
+  },
+};
+
+export default worker;

From afc692a0bc3eb54af7c4d6a7a555b7f0648ded7c Mon Sep 17 00:00:00 2001
From: TomerSY <54842266+TomerSY@users.noreply.github.com>
Date: Mon, 27 Jul 2026 19:12:27 +0300
Subject: [PATCH 02/15] fix: route hosted web assets correctly

---
 CHANGELOG.md            |  4 ++++
 web/test/worker.test.js | 16 ++++++++++++++--
 web/worker/index.js     | 10 +++++++++-
 3 files changed, 27 insertions(+), 3 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4e64de0..436d476 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -16,6 +16,10 @@ small refinements.
   and WebAssembly support
 - Automated web color-math tests and production build validation
 
+### Fixed
+
+- Hosted asset routing now maps public URLs to the packaged static application
+
 ### Planned
 
 - Native HDR gain-map editing and reconstruction
diff --git a/web/test/worker.test.js b/web/test/worker.test.js
index 9eb7cb9..703c284 100644
--- a/web/test/worker.test.js
+++ b/web/test/worker.test.js
@@ -3,9 +3,11 @@ import test from "node:test";
 import worker from "../worker/index.js";
 
 test("hosted HTML receives an absolute social image origin", async () => {
+  let requestedAsset;
   const env = {
     ASSETS: {
-      async fetch() {
+      async fetch(request) {
+        requestedAsset = new URL(request.url).pathname;
         return new Response(
           '<meta property="og:image" content="__REEFTONE_ORIGIN__/og.png">',
           {headers: {"content-type": "text/html; charset=utf-8"}},
@@ -17,10 +19,20 @@ test("hosted HTML receives an absolute social image origin", async () => {
   const response = await worker.fetch(new Request("https://alpha.example/"), env);
   assert.match(await response.text(), /https:\/\/alpha\.example\/og\.png/);
   assert.equal(response.headers.get("x-content-type-options"), "nosniff");
+  assert.equal(requestedAsset, "/static/index.html");
 });
 
 test("non-HTML assets pass through unchanged", async () => {
   const asset = new Response("image-bytes", {headers: {"content-type": "image/png"}});
-  const env = {ASSETS: {fetch: async () => asset}};
+  let requestedAsset;
+  const env = {
+    ASSETS: {
+      async fetch(request) {
+        requestedAsset = new URL(request.url).pathname;
+        return asset;
+      },
+    },
+  };
   assert.equal(await (await worker.fetch(new Request("https://alpha.example/og.png"), env)).text(), "image-bytes");
+  assert.equal(requestedAsset, "/static/og.png");
 });
diff --git a/web/worker/index.js b/web/worker/index.js
index 65ad5bd..2dbd790 100644
--- a/web/worker/index.js
+++ b/web/worker/index.js
@@ -1,6 +1,14 @@
 const worker = {
   async fetch(request, env) {
-    const response = await env.ASSETS.fetch(request);
+    const assetUrl = new URL(request.url);
+    assetUrl.pathname = assetUrl.pathname === "/"
+      ? "/static/index.html"
+      : `/static${assetUrl.pathname}`;
+    const assetRequest = new Request(assetUrl, {
+      method: request.method,
+      headers: request.headers,
+    });
+    const response = await env.ASSETS.fetch(assetRequest);
     const contentType = response.headers.get("content-type") || "";
     if (!contentType.includes("text/html")) return response;
 

From 1fa7273daaa8302df2b8627c930c51c0c1dbec71 Mon Sep 17 00:00:00 2001
From: TomerSY <54842266+TomerSY@users.noreply.github.com>
Date: Mon, 27 Jul 2026 19:17:14 +0300
Subject: [PATCH 03/15] fix: emit hosted assets in client bundle

---
 CHANGELOG.md            |  2 +-
 web/test/worker.test.js |  4 ++--
 web/vite.config.js      |  4 ++--
 web/worker/index.js     | 10 +---------
 4 files changed, 6 insertions(+), 14 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 436d476..b1167fc 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -18,7 +18,7 @@ small refinements.
 
 ### Fixed
 
-- Hosted asset routing now maps public URLs to the packaged static application
+- Hosted assets now use the deployment platform's expected client bundle
 
 ### Planned
 
diff --git a/web/test/worker.test.js b/web/test/worker.test.js
index 703c284..475fa4a 100644
--- a/web/test/worker.test.js
+++ b/web/test/worker.test.js
@@ -19,7 +19,7 @@ test("hosted HTML receives an absolute social image origin", async () => {
   const response = await worker.fetch(new Request("https://alpha.example/"), env);
   assert.match(await response.text(), /https:\/\/alpha\.example\/og\.png/);
   assert.equal(response.headers.get("x-content-type-options"), "nosniff");
-  assert.equal(requestedAsset, "/static/index.html");
+  assert.equal(requestedAsset, "/");
 });
 
 test("non-HTML assets pass through unchanged", async () => {
@@ -34,5 +34,5 @@ test("non-HTML assets pass through unchanged", async () => {
     },
   };
   assert.equal(await (await worker.fetch(new Request("https://alpha.example/og.png"), env)).text(), "image-bytes");
-  assert.equal(requestedAsset, "/static/og.png");
+  assert.equal(requestedAsset, "/og.png");
 });
diff --git a/web/vite.config.js b/web/vite.config.js
index 2ac9a6d..eae05c8 100644
--- a/web/vite.config.js
+++ b/web/vite.config.js
@@ -24,7 +24,7 @@ function sitesBundle() {
         resolve(root, ".openai/hosting.json"),
         resolve(metadataDirectory, "hosting.json"),
       );
-      await readFile(resolve(root, "dist/static/index.html"), "utf8");
+      await readFile(resolve(root, "dist/client/index.html"), "utf8");
     },
   };
 }
@@ -32,7 +32,7 @@ function sitesBundle() {
 export default defineConfig({
   plugins: [sitesBundle()],
   build: {
-    outDir: "dist/static",
+    outDir: "dist/client",
     target: "es2022",
     sourcemap: true,
   },
diff --git a/web/worker/index.js b/web/worker/index.js
index 2dbd790..65ad5bd 100644
--- a/web/worker/index.js
+++ b/web/worker/index.js
@@ -1,14 +1,6 @@
 const worker = {
   async fetch(request, env) {
-    const assetUrl = new URL(request.url);
-    assetUrl.pathname = assetUrl.pathname === "/"
-      ? "/static/index.html"
-      : `/static${assetUrl.pathname}`;
-    const assetRequest = new Request(assetUrl, {
-      method: request.method,
-      headers: request.headers,
-    });
-    const response = await env.ASSETS.fetch(assetRequest);
+    const response = await env.ASSETS.fetch(request);
     const contentType = response.headers.get("content-type") || "";
     if (!contentType.includes("text/html")) return response;
 

From 19b2f87dbade7fbdd529eed035096dac37526cb1 Mon Sep 17 00:00:00 2001
From: TomerSY <54842266+TomerSY@users.noreply.github.com>
Date: Mon, 27 Jul 2026 19:49:04 +0300
Subject: [PATCH 04/15] fix: restore reliable web editor parity

---
 CHANGELOG.md                |  11 +-
 README.md                   |   2 +-
 web/README.md               |  19 +-
 web/index.html              | 180 +++++++----
 web/package.json            |   2 +-
 web/public/sw.js            |  16 +-
 web/src/color-math.js       | 212 +++++++++++--
 web/src/gpu-renderer.js     | 166 ----------
 web/src/main.js             | 599 ++++++++++++++++++++++++++++++------
 web/src/style.css           |  84 ++++-
 web/test/color-math.test.js |  25 +-
 11 files changed, 945 insertions(+), 371 deletions(-)
 delete mode 100644 web/src/gpu-renderer.js

diff --git a/CHANGELOG.md b/CHANGELOG.md
index b1167fc..cc88e5d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -10,15 +10,24 @@ small refinements.
 ### Added
 
 - Separate browser-local PWA alpha in `web/`
-- WebGPU photo preview with a Canvas 2D fallback
+- Reliable device-local Canvas photo preview
 - On-device JPEG/PNG opening, adjustments, comparison, and full-resolution export
 - Browser capability reporting for GPU, Display P3, HDR display, OffscreenCanvas,
   and WebAssembly support
 - Automated web color-math tests and production build validation
+- Web versions of the five curated looks and the full Light, Auto Restore,
+  White Balance, and Presence control groups
+- Per-setting reset and bypass, undo/redo, copied edits, neutral eyedropper,
+  swipe/full-image comparison, magnifier zoom, and drag-to-pan
+- Browser-side underwater scene analysis and the shared Python settings contract
 
 ### Fixed
 
 - Hosted assets now use the deployment platform's expected client bundle
+- The corrected preview no longer uses the silent-failing WebGPU shader path;
+  a reliable local Canvas renderer prevents black after-images
+- Navigation now checks the network before an offline cache to prevent stale
+  alpha releases from remaining visible after deployment
 
 ### Planned
 
diff --git a/README.md b/README.md
index fbb611d..3dda99c 100644
--- a/README.md
+++ b/README.md
@@ -129,7 +129,7 @@ SDR result as HDR. The exact preservation matrix and native HDR roadmap are in
 
 The new [`web/`](web/) workspace is the beginning of a free public edition that
 does its image work on the user's device. The first alpha opens JPEG/PNG files,
-renders a WebGPU or Canvas preview, and exports locally. It has no photo upload
+renders a reliable local Canvas preview, and exports locally. It has no photo upload
 endpoint and does not change the Python editor.
 
 This alpha is a product and performance foundation, not yet a color-management
diff --git a/web/README.md b/web/README.md
index 70e3498..2c72c60 100644
--- a/web/README.md
+++ b/web/README.md
@@ -9,9 +9,12 @@ the public experience is built in small, testable releases.
 Available now:
 
 - local JPEG and PNG opening by file picker or drag-and-drop
-- WebGPU preview with a Canvas 2D fallback
-- exposure, contrast, red recovery, warmth, tint, and saturation controls
-- local before/after comparison
+- reliable Canvas 2D preview with local underwater scene analysis
+- Natural, Vivid, Deep water, Gentle, and Dramatic looks
+- the full Python settings contract: Light, Auto Restore, White Balance,
+  Presence, and Overall Mix
+- per-setting reset and bypass, undo/redo, copied edits, and a neutral eyedropper
+- swipe or whole-image comparison plus magnifier zoom and drag-to-pan
 - full-resolution JPEG or PNG export in a Web Worker
 - installable PWA metadata and a small offline application shell
 - browser capability reporting for WebGPU, Display P3, HDR displays,
@@ -56,10 +59,12 @@ Vite writes the deployable static application to `web/dist/`.
 
 ## Architecture direction
 
-The current JavaScript correction is a deliberately small prototype used to
-validate browser performance, interaction, and export. The next technical
-milestone is to move a shared, color-managed image core into WebAssembly so the
-Python and web products can use the same settings contract and reference tests.
+The JavaScript correction now shares the Python editor's defaults, ranges,
+presets, scene-analysis concepts, and processing order. Expensive OpenCV
+operations—especially CLAHE and multiscale pyramid fusion—are represented by a
+lighter browser approximation, so this is still not a claim of pixel parity.
+The next technical milestone is to move a shared, color-managed image core into
+WebAssembly so both products use identical processing and reference tests.
 
 HEIC, ICC/P3, and HDR will only be enabled when decode, working-space conversion,
 metadata behavior, and output tagging can be verified end to end.
diff --git a/web/index.html b/web/index.html
index 3882c17..8c3aa3f 100644
--- a/web/index.html
+++ b/web/index.html
@@ -25,51 +25,89 @@
     <header class="topbar">
       <a class="brand" href="/" aria-label="ReefTone Web home">
         <span class="brand-mark" aria-hidden="true">R</span>
-        <span><strong>ReefTone</strong><small>Web Alpha</small></span>
+        <span><strong>ReefTone</strong><small>Studio · Web Alpha</small></span>
       </a>
       <div class="document-state">
-        <strong id="documentName">Local processing lab</strong>
-        <small id="documentMeta">Nothing leaves this device</small>
+        <strong id="documentName">New restoration</strong>
+        <small id="documentMeta">Ready · nothing leaves this device</small>
       </div>
       <div class="top-actions">
-        <span class="privacy-pill"><i></i>On-device</span>
+        <span class="privacy-pill"><i></i>Local &amp; private</span>
+        <button class="icon-button" id="undoButton" type="button" aria-label="Undo" title="Undo" disabled>↶</button>
+        <button class="icon-button" id="redoButton" type="button" aria-label="Redo" title="Redo" disabled>↷</button>
         <button class="secondary-button" id="openButton" type="button">Open photo</button>
+        <button class="primary-button" id="exportJpeg" type="button" disabled>Export JPEG</button>
       </div>
     </header>
 
     <main class="workspace">
       <section class="preview-panel" aria-label="Photo preview">
         <div class="alpha-notice">
-          <strong>0.5.0 alpha</strong>
-          <span>This validates local browser processing. Your Python editor remains the quality reference.</span>
+          <strong>0.5.0 alpha.2</strong>
+          <span>Local browser edition · the Python editor remains the color-quality reference.</span>
         </div>
 
         <div class="empty-state" id="emptyState">
           <div class="empty-orbit" aria-hidden="true"><span></span><i></i></div>
-          <p class="eyebrow">Private by design</p>
-          <h1>Edit underwater color without uploading your photograph.</h1>
-          <p>Choose a JPEG or PNG. ReefTone decodes it in your browser, renders the preview on this device, and creates the download locally.</p>
+          <p class="eyebrow">Your underwater darkroom</p>
+          <h1>Bring the reef back to life.</h1>
+          <p>Choose a JPEG or PNG. ReefTone reads the water cast, restores lost color, and creates the download directly on this device.</p>
           <button class="primary-button large" id="chooseButton" type="button">Choose a local photo</button>
-          <small>JPEG and PNG in this first alpha · HEIC and HDR follow after validation</small>
+          <small>JPEG · PNG · local processing · HEIC and HDR follow after color-safe validation</small>
         </div>
 
         <div class="editor-stage" id="editorStage" hidden>
+          <div class="studio-toolbar">
+            <div class="toolbar-group">
+              <div class="segmented presets" id="presetButtons" role="group" aria-label="Looks">
+                <button class="active" type="button" data-preset="natural">Natural</button>
+                <button type="button" data-preset="vivid">Vivid</button>
+                <button type="button" data-preset="deep">Deep water</button>
+                <button type="button" data-preset="gentle">Gentle</button>
+                <button type="button" data-preset="dramatic">Dramatic</button>
+              </div>
+              <details class="source-card" id="sourceCard">
+                <summary>Color information <small id="sourceSummary">Browser-decoded preview</small></summary>
+                <div id="sourceDetails"></div>
+              </details>
+            </div>
+            <div class="toolbar-group right">
+              <button class="tool-button active" id="swipeToggle" type="button" aria-pressed="true">Swipe</button>
+              <button class="tool-button" id="beforeAfterButton" type="button" aria-pressed="false" disabled>Before</button>
+              <div class="segmented zoom-controls" role="group" aria-label="Preview zoom">
+                <button type="button" data-zoom="fit" class="active">Fit</button>
+                <button type="button" data-zoom=".5">1:2</button>
+                <button type="button" data-zoom="1">1:1</button>
+                <button type="button" data-zoom="fill">Fill</button>
+                <button type="button" data-zoom="2">2:1</button>
+                <button type="button" id="zoomToolButton" aria-pressed="false" title="Click image +10%; right-click −10%">⌕ <span id="zoomPercent">100%</span></button>
+              </div>
+            </div>
+          </div>
+
           <div class="preview-toolbar">
-            <div class="engine-status"><i id="engineDot"></i><span id="engineLabel">Preparing renderer</span></div>
-            <label class="compare-control">
+            <div class="engine-status"><i id="engineDot" class="ready"></i><span id="engineLabel">Reliable local canvas preview</span></div>
+            <label class="compare-control" id="compareControl">
               <span>Before</span>
-              <input id="compareInput" type="range" min="0" max="100" value="0" aria-label="Before and after comparison">
+              <input id="compareInput" type="range" min="0" max="100" value="50" aria-label="Before and after comparison">
               <span>After</span>
             </label>
           </div>
-          <div class="image-frame" id="imageFrame">
-            <canvas id="previewCanvas" aria-label="Corrected photo preview"></canvas>
-            <div class="original-layer" id="originalLayer">
-              <img id="originalImage" alt="Original photograph">
+
+          <div class="viewport" id="viewport">
+            <div class="image-frame" id="imageFrame">
+              <canvas id="previewCanvas" aria-label="Corrected photo preview"></canvas>
+              <div class="original-layer" id="originalLayer">
+                <img id="originalImage" alt="Original photograph">
+              </div>
+              <div class="compare-line" id="compareLine">
+                <span>↔</span>
+              </div>
+              <span class="sample-marker" id="sampleMarker" hidden></span>
             </div>
-            <div class="compare-line" id="compareLine" hidden></div>
             <div class="working-overlay" id="workingOverlay" hidden><span></span>Processing locally</div>
           </div>
+
           <div class="image-details">
             <span id="imageDimensions"></span>
             <span id="processingTime"></span>
@@ -77,45 +115,83 @@ <h1>Edit underwater color without uploading your photograph.</h1>
         </div>
 
         <input id="fileInput" type="file" accept="image/jpeg,image/png,.jpg,.jpeg,.png" hidden>
-        <div class="drop-overlay" id="dropOverlay">Drop photo to open locally</div>
+        <div class="drop-overlay" id="dropOverlay">Drop photo to restore locally</div>
       </section>
 
-      <aside class="control-panel" aria-label="Web alpha adjustments">
+      <aside class="control-panel" aria-label="Color restoration controls">
         <div class="panel-header">
-          <div><p class="eyebrow">Adjustments</p><h2>Browser preview</h2></div>
-          <button class="text-button" id="resetButton" type="button" disabled>Reset</button>
+          <div><p class="eyebrow">Adjustments</p><h2>Color restoration</h2></div>
+          <div class="panel-actions">
+            <button class="text-button" id="copySettingsButton" type="button" disabled>Copy settings</button>
+            <button class="text-button" id="resetButton" type="button" disabled>Reset</button>
+          </div>
         </div>
 
-        <div class="trust-card">
-          <span class="trust-icon" aria-hidden="true">✓</span>
-          <span><strong>No upload endpoint</strong><small>The selected file stays in browser memory until you close or reload this page.</small></span>
+        <div class="analysis-card" id="analysisCard">
+          <span class="analysis-icon">◒</span>
+          <span><strong id="analysisLabel">Awaiting a photo</strong><small id="analysisText">Auto Restore adapts to each water profile.</small></span>
+          <b id="confidenceBadge">AUTO</b>
         </div>
 
-        <div class="controls" id="controls">
-          <label class="slider-control">
-            <span>Exposure</span><output data-output="exposure">0.00</output>
-            <input data-setting="exposure" type="range" min="-2" max="2" step=".01" value="0" disabled>
-          </label>
-          <label class="slider-control">
-            <span>Contrast</span><output data-output="contrast">+18</output>
-            <input data-setting="contrast" type="range" min="-.5" max=".8" step=".01" value=".18" disabled>
-          </label>
-          <label class="slider-control">
-            <span>Red recovery</span><output data-output="redRecovery">55</output>
-            <input data-setting="redRecovery" type="range" min="0" max="1.5" step=".01" value=".55" disabled>
-          </label>
-          <label class="slider-control">
-            <span>Warmth</span><output data-output="temperature">+8</output>
-            <input data-setting="temperature" type="range" min="-1" max="1" step=".01" value=".08" disabled>
-          </label>
-          <label class="slider-control">
-            <span>Tint</span><output data-output="tint">0</output>
-            <input data-setting="tint" type="range" min="-1" max="1" step=".01" value="0" disabled>
-          </label>
-          <label class="slider-control">
-            <span>Saturation</span><output data-output="saturation">+8</output>
-            <input data-setting="saturation" type="range" min="-1" max="1" step=".01" value=".08" disabled>
-          </label>
+        <div class="settings-shelf" id="settingsShelf" hidden>
+          <div><strong>Copied edits</strong><small>Temporary</small></div>
+          <div id="settingsShelfItems"></div>
+        </div>
+
+        <div class="controls-scroll">
+          <section class="control-section">
+            <button class="section-toggle" type="button" aria-expanded="true">
+              <span><strong>Light</strong><small>Tone and dynamic range</small></span><b>⌄</b>
+            </button>
+            <div class="control-list section-content">
+              <label class="slider-control"><span>Exposure</span><output data-output="exposure"></output><input data-setting="exposure" type="range" min="-2" max="2" step=".01"></label>
+              <label class="slider-control"><span>Contrast</span><output data-output="contrast"></output><input data-setting="contrast" type="range" min="-.5" max=".8" step=".01"></label>
+              <label class="slider-control"><span>Black point</span><output data-output="blackPoint"></output><input data-setting="blackPoint" type="range" min="-.5" max=".5" step=".01"></label>
+              <label class="slider-control"><span>White point</span><output data-output="whitePoint"></output><input data-setting="whitePoint" type="range" min="-.5" max=".5" step=".01"></label>
+              <label class="slider-control"><span>Highlights</span><output data-output="highlights"></output><input data-setting="highlights" type="range" min="-1" max="1" step=".01"></label>
+              <label class="slider-control"><span>Shadows</span><output data-output="shadows"></output><input data-setting="shadows" type="range" min="-1" max="1" step=".01"></label>
+            </div>
+          </section>
+
+          <section class="control-section">
+            <div class="section-heading">
+              <span><strong>Auto Restore</strong><small>Scene-aware color recovery</small></span>
+              <label class="switch"><input id="autoToggle" type="checkbox" checked><i></i></label>
+            </div>
+            <div class="control-list">
+              <label class="slider-control"><span>Strength</span><output data-output="autoRestore"></output><input data-setting="autoRestore" type="range" min="0" max="1" step=".01"></label>
+              <label class="slider-control"><span>Overall mix</span><output data-output="master"></output><input data-setting="master" type="range" min="0" max="1" step=".01"></label>
+            </div>
+          </section>
+
+          <section class="control-section">
+            <div class="section-heading balance-heading">
+              <span><strong>White balance</strong><small>Recover absorbed wavelengths</small></span>
+              <button class="eyedropper-button" id="eyedropperButton" type="button" aria-pressed="false">⌁ Sample neutral</button>
+            </div>
+            <div class="sample-status" id="sampleStatus" hidden>
+              <i id="sampleSwatch"></i><span>Custom neutral point</span><button id="clearSampleButton" type="button">Clear</button>
+            </div>
+            <div class="control-list">
+              <label class="slider-control"><span>Red recovery</span><output data-output="redRecovery"></output><input data-setting="redRecovery" type="range" min="0" max="1.5" step=".01"></label>
+              <label class="slider-control"><span>Blue balance</span><output data-output="blueBalance"></output><input data-setting="blueBalance" type="range" min="-1" max="1" step=".01"></label>
+              <label class="slider-control"><span>Fusion clarity</span><output data-output="dehaze"></output><input data-setting="dehaze" type="range" min="0" max="1" step=".01"></label>
+              <label class="slider-control"><span>Temperature</span><output data-output="temperature"></output><input data-setting="temperature" type="range" min="-1" max="1" step=".01"></label>
+              <label class="slider-control"><span>Tint</span><output data-output="tint"></output><input data-setting="tint" type="range" min="-1" max="1" step=".01"></label>
+            </div>
+          </section>
+
+          <section class="control-section">
+            <button class="section-toggle" type="button" aria-expanded="true">
+              <span><strong>Presence</strong><small>Color and fine detail</small></span><b>⌄</b>
+            </button>
+            <div class="control-list section-content">
+              <label class="slider-control"><span>Saturation</span><output data-output="saturation"></output><input data-setting="saturation" type="range" min="-1" max="1" step=".01"></label>
+              <label class="slider-control"><span>Vibrance</span><output data-output="vibrance"></output><input data-setting="vibrance" type="range" min="-1" max="1" step=".01"></label>
+              <label class="slider-control"><span>Clarity</span><output data-output="clarity"></output><input data-setting="clarity" type="range" min="-1" max="1" step=".01"></label>
+              <label class="slider-control"><span>Denoise</span><output data-output="denoise"></output><input data-setting="denoise" type="range" min="0" max="1" step=".01"></label>
+            </div>
+          </section>
         </div>
 
         <details class="capability-card">
@@ -124,10 +200,10 @@ <h1>Edit underwater color without uploading your photograph.</h1>
         </details>
 
         <div class="export-card">
-          <div><strong>Local export</strong><small>Full resolution is processed on this device. It may take a moment on large files.</small></div>
+          <div><strong>Local export</strong><small>Full resolution is processed on this device. The original is never modified.</small></div>
           <div class="export-actions">
             <button class="secondary-button" id="exportPng" type="button" disabled>PNG</button>
-            <button class="primary-button" id="exportJpeg" type="button" disabled>Export JPEG</button>
+            <button class="primary-button" id="exportJpegSide" type="button" disabled>Export JPEG</button>
           </div>
         </div>
       </aside>
diff --git a/web/package.json b/web/package.json
index 96fa6b2..a224911 100644
--- a/web/package.json
+++ b/web/package.json
@@ -1,7 +1,7 @@
 {
   "name": "reeftone-web",
   "private": true,
-  "version": "0.5.0-alpha.1",
+  "version": "0.5.0-alpha.2",
   "packageManager": "pnpm@11.9.0",
   "type": "module",
   "scripts": {
diff --git a/web/public/sw.js b/web/public/sw.js
index abe5f15..715eae4 100644
--- a/web/public/sw.js
+++ b/web/public/sw.js
@@ -1,7 +1,7 @@
-const CACHE = "reeftone-web-alpha-1";
+const CACHE = "reeftone-web-alpha-2";
 
 self.addEventListener("install", event => {
-  event.waitUntil(caches.open(CACHE).then(cache => cache.addAll(["/", "/manifest.webmanifest"])));
+  event.waitUntil(caches.open(CACHE).then(cache => cache.addAll(["/manifest.webmanifest"])));
   self.skipWaiting();
 });
 
@@ -16,6 +16,18 @@ self.addEventListener("activate", event => {
 
 self.addEventListener("fetch", event => {
   if (event.request.method !== "GET" || new URL(event.request.url).origin !== location.origin) return;
+  if (event.request.mode === "navigate") {
+    event.respondWith(
+      fetch(event.request).then(response => {
+        if (response.ok) {
+          const copy = response.clone();
+          caches.open(CACHE).then(cache => cache.put("/", copy));
+        }
+        return response;
+      }).catch(() => caches.match("/")),
+    );
+    return;
+  }
   event.respondWith(
     caches.match(event.request).then(cached => cached || fetch(event.request).then(response => {
       if (response.ok) {
diff --git a/web/src/color-math.js b/web/src/color-math.js
index f9f50a3..18d02cd 100644
--- a/web/src/color-math.js
+++ b/web/src/color-math.js
@@ -1,21 +1,147 @@
 export const DEFAULT_SETTINGS = Object.freeze({
+  master: 1,
+  autoRestore: 0.90,
+  redRecovery: 0.95,
+  blueBalance: 0.24,
+  dehaze: 0.38,
+  temperature: 0.04,
+  tint: 0.01,
   exposure: 0,
-  contrast: 0.18,
-  redRecovery: 0.55,
-  temperature: 0.08,
-  tint: 0,
-  saturation: 0.08,
+  contrast: 0.22,
+  blackPoint: 0.08,
+  whitePoint: 0.04,
+  highlights: -0.14,
+  shadows: 0.10,
+  saturation: 0.05,
+  vibrance: 0.22,
+  clarity: 0.16,
+  denoise: 0.03,
+  sampleRed: 0,
+  sampleGreen: 0,
+  sampleBlue: 0,
+  sampleStrength: 0,
+});
+
+const preset = overrides => Object.freeze({...DEFAULT_SETTINGS, ...overrides});
+
+export const PRESETS = Object.freeze({
+  natural: preset({}),
+  vivid: preset({
+    autoRestore: 0.96, redRecovery: 1.05, blueBalance: 0.05, dehaze: 0.58,
+    temperature: 0.06, exposure: 0.08, contrast: 0.30, blackPoint: 0.13,
+    whitePoint: 0.06, highlights: -0.18, shadows: 0.14, saturation: 0.28,
+    vibrance: 0.55, clarity: 0.25,
+  }),
+  deep: preset({
+    autoRestore: 1, redRecovery: 1.30, blueBalance: 0.58, dehaze: 0.68,
+    temperature: 0.12, tint: 0.05, exposure: 0.10, contrast: 0.34,
+    blackPoint: 0.14, whitePoint: 0.08, highlights: -0.24, shadows: 0.22,
+    saturation: 0.08, vibrance: 0.30, clarity: 0.30, denoise: 0.08,
+  }),
+  gentle: preset({
+    master: 0.62, autoRestore: 0.58, redRecovery: 0.48, blueBalance: 0.08,
+    dehaze: 0.10, temperature: 0.02, contrast: 0.06, blackPoint: 0.01,
+    whitePoint: 0, highlights: -0.05, shadows: 0.06, saturation: 0,
+    vibrance: 0.07, clarity: 0.03, denoise: 0.06,
+  }),
+  dramatic: preset({
+    autoRestore: 1, redRecovery: 1.15, blueBalance: 0.05, dehaze: 0.82,
+    temperature: 0.16, tint: 0.07, exposure: -0.12, contrast: 0.48,
+    blackPoint: 0.18, whitePoint: 0.10, highlights: -0.42, shadows: 0.02,
+    saturation: -0.02, vibrance: 0.34, clarity: 0.42, denoise: 0.03,
+  }),
 });
 
 const clamp = value => Math.max(0, Math.min(1, value));
 
-export function adjustPixel(red, green, blue, settings) {
-  const redGap = Math.max(0, green - red);
-  red += redGap
-    * settings.redRecovery
-    * 0.72
-    * (1 - red)
-    * (0.35 + green);
+export function analyzeImageData(imageData) {
+  const data = imageData.data;
+  const pixelCount = data.length / 4;
+  const stride = Math.max(1, Math.floor(pixelCount / 50_000));
+  let red = 0;
+  let green = 0;
+  let blue = 0;
+  let count = 0;
+  const lumas = [];
+
+  for (let pixel = 0; pixel < pixelCount; pixel += stride) {
+    const offset = pixel * 4;
+    const r = data[offset] / 255;
+    const g = data[offset + 1] / 255;
+    const b = data[offset + 2] / 255;
+    const luma = r * 0.2126 + g * 0.7152 + b * 0.0722;
+    if (luma > 0.025 && luma < 0.975) {
+      red += r;
+      green += g;
+      blue += b;
+      count += 1;
+    }
+    lumas.push(luma);
+  }
+
+  count = Math.max(1, count);
+  red /= count;
+  green /= count;
+  blue /= count;
+  lumas.sort((a, b) => a - b);
+  const p05 = lumas[Math.floor(lumas.length * 0.05)] ?? 0;
+  const p95 = lumas[Math.floor(lumas.length * 0.95)] ?? 1;
+  const redLoss = clamp((green - red) / Math.max(green, 0.08));
+  const cyanCast = clamp(((green + blue) * 0.5 - red) / Math.max(green + blue, 0.12));
+  const haze = clamp((0.58 - (p95 - p05)) / 0.48);
+  const lowLight = clamp((0.40 - (red + green + blue) / 3) / 0.34);
+  const confidence = clamp(0.15 + redLoss * 0.62 + cyanCast * 0.34);
+  const label = confidence > 0.72
+    ? "Strong underwater cast"
+    : confidence > 0.42
+      ? "Moderate underwater cast"
+      : haze > 0.55
+        ? "Low-contrast water"
+        : "Light correction suggested";
+  return {red, green, blue, redLoss, cyanCast, haze, lowLight, confidence, label};
+}
+
+function sampleGains(settings) {
+  if (settings.sampleStrength <= 0.001) return [1, 1, 1];
+  const sample = [
+    Math.max(settings.sampleRed, 1e-4),
+    Math.max(settings.sampleGreen, 1e-4),
+    Math.max(settings.sampleBlue, 1e-4),
+  ];
+  const neutral = Math.cbrt(sample[0] * sample[1] * sample[2]);
+  return sample.map(channel => (
+    Math.max(0.32, Math.min(4, neutral / channel)) ** (settings.sampleStrength * 0.92)
+  ));
+}
+
+export function adjustPixel(red, green, blue, settings, analysis = null) {
+  const original = [red, green, blue];
+  const fallbackRedLoss = clamp((green - red) / Math.max(green, 0.08));
+  const fallbackCyan = clamp(((green + blue) * 0.5 - red) / Math.max(green + blue, 0.12));
+  const scene = analysis || {
+    red,
+    green,
+    blue,
+    redLoss: fallbackRedLoss,
+    haze: 0.4,
+    confidence: clamp(0.15 + fallbackRedLoss * 0.62 + fallbackCyan * 0.34),
+  };
+
+  const redGap = Math.max(0, scene.green - scene.red);
+  const blueWater = clamp((blue - green) * 4);
+  const redProtection = 1 - blueWater * 0.72;
+  const redAmount = settings.redRecovery * (0.42 + scene.redLoss * 0.80);
+  red += redGap * redAmount * (1 - red) * green * redProtection;
+
+  const blueGap = scene.green - scene.blue;
+  blue += blueGap * settings.blueBalance * (1 - blue) * (0.35 + green);
+
+  const redTarget = scene.green * (0.84 + 0.04 * scene.confidence);
+  const redGain = Math.max(0.65, Math.min(2.8, redTarget / Math.max(scene.red, 1e-4)));
+  const blueGain = Math.max(0.66, Math.min(1.45, scene.green / Math.max(scene.blue, 1e-4)));
+  const autoPower = settings.autoRestore * (0.30 + 0.50 * scene.confidence);
+  red *= 1 + (redGain ** autoPower - 1) * redProtection;
+  blue *= blueGain ** autoPower;
 
   const warmth = settings.temperature * 0.28;
   const tint = settings.tint * 0.22;
@@ -23,27 +149,66 @@ export function adjustPixel(red, green, blue, settings) {
   green *= 1 - tint;
   blue *= 1 - warmth + tint * 0.34;
 
+  const gains = sampleGains(settings);
+  red *= gains[0];
+  green *= gains[1];
+  blue *= gains[2];
+
   const exposure = 2 ** settings.exposure;
   red *= exposure;
   green *= exposure;
   blue *= exposure;
+  let luma = red * 0.2126 + green * 0.7152 + blue * 0.0722;
+
+  const shadowLift = ((1 - luma) ** 2) * settings.shadows * 0.42;
+  const highlightShift = (luma ** 2) * settings.highlights * 0.34;
+  red += shadowLift + highlightShift;
+  green += shadowLift + highlightShift;
+  blue += shadowLift + highlightShift;
+
+  const low = settings.blackPoint * 0.28;
+  const high = Math.max(low + 0.18, 1 - settings.whitePoint * 0.28);
+  red = (red - low) / (high - low);
+  green = (green - low) / (high - low);
+  blue = (blue - low) / (high - low);
+
+  const contrast = 2 ** (settings.contrast * 1.65);
+  const fusionContrast = 1 + settings.dehaze * (0.28 + scene.haze * 0.28);
+  red = (red - 0.5) * contrast * fusionContrast + 0.5;
+  green = (green - 0.5) * contrast * fusionContrast + 0.5;
+  blue = (blue - 0.5) * contrast * fusionContrast + 0.5;
+
+  luma = red * 0.2126 + green * 0.7152 + blue * 0.0722;
+  const chroma = Math.max(red, green, blue) - Math.min(red, green, blue);
+  const vibranceMask = clamp(1 - chroma * 1.8);
+  const colorFactor = 1 + settings.saturation + settings.vibrance * vibranceMask;
+  red = luma + (red - luma) * colorFactor;
+  green = luma + (green - luma) * colorFactor;
+  blue = luma + (blue - luma) * colorFactor;
 
-  const contrast = 1 + settings.contrast;
-  red = (red - 0.5) * contrast + 0.5;
-  green = (green - 0.5) * contrast + 0.5;
-  blue = (blue - 0.5) * contrast + 0.5;
+  const clarityFactor = 1 + settings.clarity * 0.30;
+  red = (red - luma) * clarityFactor + luma;
+  green = (green - luma) * clarityFactor + luma;
+  blue = (blue - luma) * clarityFactor + luma;
 
-  const luminance = red * 0.2126 + green * 0.7152 + blue * 0.0722;
-  const saturation = 1 + settings.saturation;
-  red = luminance + (red - luminance) * saturation;
-  green = luminance + (green - luminance) * saturation;
-  blue = luminance + (blue - luminance) * saturation;
+  // A restrained chroma-noise reduction for the browser renderer. Spatial
+  // denoising remains part of the higher-quality Python pipeline.
+  const denoiseBlend = settings.denoise * 0.12;
+  red = red * (1 - denoiseBlend) + luma * denoiseBlend;
+  green = green * (1 - denoiseBlend) + luma * denoiseBlend;
+  blue = blue * (1 - denoiseBlend) + luma * denoiseBlend;
 
-  return [clamp(red), clamp(green), clamp(blue)];
+  const master = settings.master;
+  return [
+    clamp(original[0] * (1 - master) + red * master),
+    clamp(original[1] * (1 - master) + green * master),
+    clamp(original[2] * (1 - master) + blue * master),
+  ];
 }
 
-export function processImageData(imageData, settings, onProgress = null) {
+export function processImageData(imageData, settings, onProgress = null, analysis = null) {
   const data = imageData.data;
+  const scene = analysis || analyzeImageData(imageData);
   const totalPixels = data.length / 4;
   for (let offset = 0; offset < data.length; offset += 4) {
     const [red, green, blue] = adjustPixel(
@@ -51,6 +216,7 @@ export function processImageData(imageData, settings, onProgress = null) {
       data[offset + 1] / 255,
       data[offset + 2] / 255,
       settings,
+      scene,
     );
     data[offset] = Math.round(red * 255);
     data[offset + 1] = Math.round(green * 255);
diff --git a/web/src/gpu-renderer.js b/web/src/gpu-renderer.js
deleted file mode 100644
index 1e1052c..0000000
--- a/web/src/gpu-renderer.js
+++ /dev/null
@@ -1,166 +0,0 @@
-const SHADER = `
-struct Settings {
-  exposure: f32,
-  contrast: f32,
-  redRecovery: f32,
-  temperature: f32,
-  tint: f32,
-  saturation: f32,
-  padding0: f32,
-  padding1: f32,
-}
-
-@group(0) @binding(0) var sourceTexture: texture_2d<f32>;
-@group(0) @binding(1) var sourceSampler: sampler;
-@group(0) @binding(2) var<uniform> settings: Settings;
-
-struct VertexOutput {
-  @builtin(position) position: vec4<f32>,
-  @location(0) uv: vec2<f32>,
-}
-
-@vertex
-fn vertexMain(@builtin(vertex_index) index: u32) -> VertexOutput {
-  var positions = array<vec2<f32>, 3>(
-    vec2<f32>(-1.0, -1.0),
-    vec2<f32>(3.0, -1.0),
-    vec2<f32>(-1.0, 3.0)
-  );
-  var uvs = array<vec2<f32>, 3>(
-    vec2<f32>(0.0, 1.0),
-    vec2<f32>(2.0, 1.0),
-    vec2<f32>(0.0, -1.0)
-  );
-  var output: VertexOutput;
-  output.position = vec4<f32>(positions[index], 0.0, 1.0);
-  output.uv = uvs[index];
-  return output;
-}
-
-@fragment
-fn fragmentMain(input: VertexOutput) -> @location(0) vec4<f32> {
-  var color = textureSample(sourceTexture, sourceSampler, input.uv);
-  let redGap = max(0.0, color.g - color.r);
-  color.r += redGap * settings.redRecovery * 0.72 * (1.0 - color.r) * (0.35 + color.g);
-
-  let warmth = settings.temperature * 0.28;
-  let tint = settings.tint * 0.22;
-  color.r *= 1.0 + warmth + tint * 0.48;
-  color.g *= 1.0 - tint;
-  color.b *= 1.0 - warmth + tint * 0.34;
-
-  color.rgb *= exp2(settings.exposure);
-  color.rgb = (color.rgb - vec3<f32>(0.5)) * (1.0 + settings.contrast) + vec3<f32>(0.5);
-
-  let luminance = dot(color.rgb, vec3<f32>(0.2126, 0.7152, 0.0722));
-  color.rgb = mix(vec3<f32>(luminance), color.rgb, 1.0 + settings.saturation);
-  return vec4<f32>(clamp(color.rgb, vec3<f32>(0.0), vec3<f32>(1.0)), 1.0);
-}
-`;
-
-export class WebGpuRenderer {
-  static async create(canvas) {
-    if (!navigator.gpu) throw new Error("WebGPU is unavailable");
-    const adapter = await navigator.gpu.requestAdapter({powerPreference: "high-performance"});
-    if (!adapter) throw new Error("No WebGPU adapter");
-    const device = await adapter.requestDevice();
-    return new WebGpuRenderer(canvas, adapter, device);
-  }
-
-  constructor(canvas, adapter, device) {
-    this.canvas = canvas;
-    this.adapter = adapter;
-    this.device = device;
-    this.context = canvas.getContext("webgpu");
-    this.format = navigator.gpu.getPreferredCanvasFormat();
-    this.module = device.createShaderModule({code: SHADER});
-    this.pipeline = device.createRenderPipeline({
-      layout: "auto",
-      vertex: {module: this.module, entryPoint: "vertexMain"},
-      fragment: {
-        module: this.module,
-        entryPoint: "fragmentMain",
-        targets: [{format: this.format}],
-      },
-      primitive: {topology: "triangle-list"},
-    });
-    this.sampler = device.createSampler({
-      magFilter: "linear",
-      minFilter: "linear",
-    });
-    this.uniformBuffer = device.createBuffer({
-      size: 32,
-      usage: GPUBufferUsage.UNIFORM | GPUBufferUsage.COPY_DST,
-    });
-    this.texture = null;
-    this.bindGroup = null;
-  }
-
-  async setImage(bitmap) {
-    this.texture?.destroy();
-    this.canvas.width = bitmap.width;
-    this.canvas.height = bitmap.height;
-    this.context.configure({
-      device: this.device,
-      format: this.format,
-      alphaMode: "opaque",
-    });
-    this.texture = this.device.createTexture({
-      size: [bitmap.width, bitmap.height],
-      format: "rgba8unorm",
-      usage: GPUTextureUsage.TEXTURE_BINDING
-        | GPUTextureUsage.COPY_DST
-        | GPUTextureUsage.RENDER_ATTACHMENT,
-    });
-    this.device.queue.copyExternalImageToTexture(
-      {source: bitmap},
-      {texture: this.texture},
-      [bitmap.width, bitmap.height],
-    );
-    this.bindGroup = this.device.createBindGroup({
-      layout: this.pipeline.getBindGroupLayout(0),
-      entries: [
-        {binding: 0, resource: this.texture.createView()},
-        {binding: 1, resource: this.sampler},
-        {binding: 2, resource: {buffer: this.uniformBuffer}},
-      ],
-    });
-  }
-
-  render(settings) {
-    if (!this.bindGroup) return;
-    const values = new Float32Array([
-      settings.exposure,
-      settings.contrast,
-      settings.redRecovery,
-      settings.temperature,
-      settings.tint,
-      settings.saturation,
-      0,
-      0,
-    ]);
-    this.device.queue.writeBuffer(this.uniformBuffer, 0, values);
-    const encoder = this.device.createCommandEncoder();
-    const pass = encoder.beginRenderPass({
-      colorAttachments: [{
-        view: this.context.getCurrentTexture().createView(),
-        clearValue: {r: 0.01, g: 0.02, b: 0.02, a: 1},
-        loadOp: "clear",
-        storeOp: "store",
-      }],
-    });
-    pass.setPipeline(this.pipeline);
-    pass.setBindGroup(0, this.bindGroup);
-    pass.draw(3);
-    pass.end();
-    this.device.queue.submit([encoder.finish()]);
-  }
-
-  describe() {
-    const maxTexture = this.device.limits.maxTextureDimension2D;
-    return {
-      name: "WebGPU",
-      detail: `GPU preview · ${maxTexture}px texture limit`,
-    };
-  }
-}
diff --git a/web/src/main.js b/web/src/main.js
index c463dcf..636d15f 100644
--- a/web/src/main.js
+++ b/web/src/main.js
@@ -1,20 +1,39 @@
 import "./style.css";
-import {DEFAULT_SETTINGS, processImageData} from "./color-math.js";
-import {WebGpuRenderer} from "./gpu-renderer.js";
+import {
+  DEFAULT_SETTINGS,
+  PRESETS,
+  analyzeImageData,
+  processImageData,
+} from "./color-math.js";
 
 const $ = selector => document.querySelector(selector);
 const $$ = selector => [...document.querySelectorAll(selector)];
-const VERSION = "0.5.0-alpha.1";
+const VERSION = "0.5.0-alpha.2";
 
 const state = {
   file: null,
   objectUrl: null,
   previewBitmap: null,
-  renderer: null,
-  rendererKind: "Preparing",
-  settings: {...DEFAULT_SETTINGS},
   cpuSource: null,
+  analysis: null,
+  settings: {...DEFAULT_SETTINGS},
+  bypassed: new Set(),
+  history: [],
+  future: [],
+  settingsClips: [],
   renderQueued: false,
+  swipeEnabled: true,
+  fullBefore: false,
+  compare: 50,
+  sampling: false,
+  zoomTool: false,
+  zoomScale: 1,
+  zoomMode: "fit",
+  panX: 0,
+  panY: 0,
+  panning: false,
+  panStart: null,
+  suppressClick: false,
 };
 
 function toast(message, isError = false) {
@@ -26,56 +45,134 @@ function toast(message, isError = false) {
 }
 
 function displayValue(name, value) {
-  if (name === "exposure") return value === 0 ? "0.00" : `${value > 0 ? "+" : ""}${value.toFixed(2)}`;
-  if (name === "redRecovery") return String(Math.round(value * 100));
+  if (name === "exposure") {
+    return value === 0 ? "0.00" : `${value > 0 ? "+" : ""}${value.toFixed(2)}`;
+  }
+  if (["master", "autoRestore", "redRecovery", "dehaze", "denoise"].includes(name)) {
+    return String(Math.round(value * 100));
+  }
   return value === 0 ? "0" : `${value > 0 ? "+" : "−"}${Math.abs(Math.round(value * 100))}`;
 }
 
+function snapshot() {
+  return {
+    settings: {...state.settings},
+    bypassed: [...state.bypassed],
+  };
+}
+
+function restoreSnapshot(saved) {
+  state.settings = {...saved.settings};
+  state.bypassed = new Set(saved.bypassed || []);
+  syncControls();
+  selectMatchingPreset();
+  schedulePreview();
+}
+
+function pushHistory(previous) {
+  state.history.push(previous);
+  if (state.history.length > 50) state.history.shift();
+  state.future = [];
+  updateHistoryButtons();
+}
+
+function undo() {
+  if (!state.history.length) return;
+  state.future.push(snapshot());
+  restoreSnapshot(state.history.pop());
+  updateHistoryButtons();
+}
+
+function redo() {
+  if (!state.future.length) return;
+  state.history.push(snapshot());
+  restoreSnapshot(state.future.pop());
+  updateHistoryButtons();
+}
+
+function updateHistoryButtons() {
+  $("#undoButton").disabled = !state.history.length;
+  $("#redoButton").disabled = !state.future.length;
+}
+
+function effectiveSettings() {
+  const settings = {...state.settings};
+  state.bypassed.forEach(name => {
+    if (name in settings) settings[name] = 0;
+  });
+  return settings;
+}
+
 function syncControls() {
   $$("[data-setting]").forEach(input => {
-    input.value = state.settings[input.dataset.setting];
-    $(`[data-output="${input.dataset.setting}"]`).value = displayValue(
-      input.dataset.setting,
-      Number(input.value),
-    );
+    const name = input.dataset.setting;
+    input.value = state.settings[name];
+    $(`[data-output="${name}"]`).value = displayValue(name, Number(input.value));
+    const control = input.closest(".slider-control");
+    const bypassed = state.bypassed.has(name);
+    control?.classList.toggle("bypassed", bypassed);
+    const button = control?.querySelector(".bypass-control");
+    button?.setAttribute("aria-pressed", String(!bypassed));
+  });
+  $("#autoToggle").checked = state.settings.autoRestore > 0 && !state.bypassed.has("autoRestore");
+}
+
+function addPerControlActions() {
+  $$("[data-setting]").forEach(input => {
+    const label = input.closest(".slider-control");
+    const name = input.dataset.setting;
+    const readable = label.querySelector(":scope > span").textContent;
+    const actions = document.createElement("span");
+    actions.className = "control-actions";
+    actions.innerHTML = `
+      <button class="mini-control reset-control" type="button" title="Reset ${readable} to zero" aria-label="Reset ${readable} to zero">↺</button>
+      <button class="mini-control bypass-control" type="button" title="Temporarily bypass ${readable}" aria-label="Toggle ${readable}" aria-pressed="true">◉</button>
+    `;
+    label.append(actions);
+    actions.querySelector(".reset-control").addEventListener("click", event => {
+      event.preventDefault();
+      const previous = snapshot();
+      state.settings[name] = 0;
+      state.bypassed.delete(name);
+      pushHistory(previous);
+      clearPresetSelection();
+      syncControls();
+      schedulePreview();
+    });
+    actions.querySelector(".bypass-control").addEventListener("click", event => {
+      event.preventDefault();
+      const previous = snapshot();
+      if (state.bypassed.has(name)) state.bypassed.delete(name);
+      else state.bypassed.add(name);
+      pushHistory(previous);
+      clearPresetSelection();
+      syncControls();
+      schedulePreview();
+    });
   });
 }
 
 function setControlsEnabled(enabled) {
-  $$("[data-setting], #resetButton, #exportJpeg, #exportPng").forEach(control => {
+  $$("[data-setting], #resetButton, #copySettingsButton, #exportJpeg, #exportJpegSide, #exportPng").forEach(control => {
     control.disabled = !enabled;
   });
 }
 
 function capabilityRows() {
   const checks = [
-    ["WebGPU", Boolean(navigator.gpu)],
-    ["Display P3", matchMedia("(color-gamut: p3)").matches],
+    ["Reliable Canvas", true],
+    ["WebGPU detected", Boolean(navigator.gpu)],
+    ["Display P3 panel", matchMedia("(color-gamut: p3)").matches],
     ["HDR display", matchMedia("(dynamic-range: high)").matches],
-    ["Offscreen export", typeof OffscreenCanvas !== "undefined"],
-    ["WebAssembly", typeof WebAssembly !== "undefined"],
+    ["Local worker export", typeof OffscreenCanvas !== "undefined"],
   ];
   $("#capabilitySummary").textContent = `${checks.filter(([, supported]) => supported).length}/${checks.length} available`;
   $("#capabilityGrid").innerHTML = checks.map(([label, supported]) => `
-    <span class="${supported ? "supported" : "missing"}"><i></i>${label}<small>${supported ? "Ready" : "Fallback"}</small></span>
+    <span class="${supported ? "supported" : "missing"}"><i></i>${label}<small>${supported ? "Ready" : "Later"}</small></span>
   `).join("");
 }
 
-async function prepareRenderer() {
-  try {
-    state.renderer = await WebGpuRenderer.create($("#previewCanvas"));
-    state.rendererKind = state.renderer.describe().name;
-    $("#engineDot").className = "ready";
-    $("#engineLabel").textContent = state.renderer.describe().detail;
-  } catch (_) {
-    state.renderer = null;
-    state.rendererKind = "CPU fallback";
-    $("#engineDot").className = "fallback";
-    $("#engineLabel").textContent = "CPU preview fallback";
-  }
-}
-
-function previewSize(width, height, maxSide = 1800) {
+function previewSize(width, height, maxSide = 1400) {
   const scale = Math.min(1, maxSide / Math.max(width, height));
   return {
     width: Math.max(1, Math.round(width * scale)),
@@ -99,51 +196,61 @@ function setCpuSource(bitmap) {
   const canvas = $("#previewCanvas");
   canvas.width = bitmap.width;
   canvas.height = bitmap.height;
-  const context = canvas.getContext("2d", {willReadFrequently: true});
+  const context = canvas.getContext("2d", {willReadFrequently: true, colorSpace: "srgb"});
+  if (!context) throw new Error("Canvas preview is unavailable");
   context.drawImage(bitmap, 0, 0);
   state.cpuSource = context.getImageData(0, 0, canvas.width, canvas.height);
-}
-
-function replacePreviewCanvas() {
-  const current = $("#previewCanvas");
-  const replacement = current.cloneNode(false);
-  current.replaceWith(replacement);
-  return replacement;
-}
-
-function syncComparisonGeometry() {
-  if (!state.file) return;
-  const canvas = $("#previewCanvas");
-  const original = $("#originalImage");
-  const bounds = canvas.getBoundingClientRect();
-  original.style.width = `${bounds.width}px`;
-  original.style.height = `${bounds.height}px`;
+  state.analysis = analyzeImageData(state.cpuSource);
 }
 
 function renderCpuPreview() {
   const canvas = $("#previewCanvas");
-  const context = canvas.getContext("2d", {willReadFrequently: true});
+  const context = canvas.getContext("2d", {willReadFrequently: true, colorSpace: "srgb"});
   const copy = new ImageData(
     new Uint8ClampedArray(state.cpuSource.data),
     state.cpuSource.width,
     state.cpuSource.height,
   );
-  processImageData(copy, state.settings);
+  processImageData(copy, effectiveSettings(), null, state.analysis);
   context.putImageData(copy, 0, 0);
 }
 
-function renderPreview() {
+function schedulePreview() {
   if (!state.file || state.renderQueued) return;
   state.renderQueued = true;
   requestAnimationFrame(() => {
     const started = performance.now();
-    if (state.renderer) state.renderer.render(state.settings);
-    else if (state.cpuSource) renderCpuPreview();
-    $("#processingTime").textContent = `${state.rendererKind} · ${Math.max(1, Math.round(performance.now() - started))} ms update`;
-    state.renderQueued = false;
+    try {
+      renderCpuPreview();
+      $("#processingTime").textContent = `Local canvas · ${Math.max(1, Math.round(performance.now() - started))} ms`;
+    } catch (error) {
+      toast(`Preview failed: ${error.message}`, true);
+    } finally {
+      state.renderQueued = false;
+    }
   });
 }
 
+function renderAnalysis() {
+  const analysis = state.analysis;
+  $("#analysisLabel").textContent = analysis.label;
+  $("#analysisText").textContent = `Red loss ${Math.round(analysis.redLoss * 100)}% · haze ${Math.round(analysis.haze * 100)}%`;
+  $("#confidenceBadge").textContent = `${Math.round(analysis.confidence * 100)}%`;
+}
+
+function renderSourceInfo() {
+  const image = $("#originalImage");
+  const display = [
+    matchMedia("(color-gamut: p3)").matches ? "P3-capable display" : "sRGB-class display",
+    matchMedia("(dynamic-range: high)").matches ? "HDR-capable panel" : "SDR panel",
+  ].join(" · ");
+  $("#sourceSummary").textContent = `${state.file.type.replace("image/", "").toUpperCase()} · ${image.naturalWidth} × ${image.naturalHeight}`;
+  $("#sourceDetails").innerHTML = `
+    <strong>Browser working preview</strong>
+    <p>${display}. This alpha decodes to an SDR sRGB canvas and does not claim to preserve embedded ICC, EXIF, gain maps, or HDR metadata yet.</p>
+  `;
+}
+
 async function openFile(file) {
   if (!file) return;
   if (!["image/jpeg", "image/png"].includes(file.type)) {
@@ -164,22 +271,14 @@ async function openFile(file) {
     $("#originalImage").src = state.objectUrl;
     await $("#originalImage").decode();
     state.previewBitmap = await createPreviewBitmap(file);
-
-    if (state.renderer) {
-      try {
-        await state.renderer.setImage(state.previewBitmap);
-      } catch (error) {
-        console.warn("WebGPU image setup failed; using CPU preview.", error);
-        state.renderer = null;
-        state.rendererKind = "CPU fallback";
-        replacePreviewCanvas();
-        setCpuSource(state.previewBitmap);
-        $("#engineDot").className = "fallback";
-        $("#engineLabel").textContent = "CPU preview fallback";
-      }
-    } else {
-      setCpuSource(state.previewBitmap);
-    }
+    setCpuSource(state.previewBitmap);
+    state.settings = {...PRESETS.natural};
+    state.bypassed.clear();
+    state.history = [];
+    state.future = [];
+    state.zoomScale = 1;
+    state.panX = 0;
+    state.panY = 0;
 
     $("#emptyState").hidden = true;
     $("#editorStage").hidden = false;
@@ -187,8 +286,15 @@ async function openFile(file) {
     $("#documentMeta").textContent = `${(file.size / 1024 / 1024).toFixed(1)} MB · local only`;
     $("#imageDimensions").textContent = `${$("#originalImage").naturalWidth} × ${$("#originalImage").naturalHeight} · preview ${state.previewBitmap.width} × ${state.previewBitmap.height}`;
     setControlsEnabled(true);
-    updateComparison(0);
-    renderPreview();
+    renderAnalysis();
+    renderSourceInfo();
+    syncControls();
+    selectMatchingPreset();
+    updateHistoryButtons();
+    setSwipeEnabled(true);
+    setCompare(50);
+    renderViewport();
+    schedulePreview();
     requestAnimationFrame(syncComparisonGeometry);
   } catch (error) {
     toast(`Could not open this photo: ${error.message}`, true);
@@ -198,18 +304,221 @@ async function openFile(file) {
   }
 }
 
-function updateComparison(value) {
-  const percent = Math.max(0, Math.min(100, Number(value)));
-  $("#originalLayer").style.width = `${percent}%`;
-  $("#compareLine").hidden = percent === 0 || percent === 100;
-  $("#compareLine").style.left = `${percent}%`;
+function syncComparisonGeometry() {
+  if (!state.file) return;
+  const canvas = $("#previewCanvas");
+  const original = $("#originalImage");
+  const bounds = canvas.getBoundingClientRect();
+  original.style.width = `${bounds.width / state.zoomScale}px`;
+  original.style.height = `${bounds.height / state.zoomScale}px`;
+}
+
+function setCompare(value) {
+  if (!state.swipeEnabled) return;
+  state.compare = Math.max(0, Math.min(100, Number(value)));
+  $("#compareInput").value = state.compare;
+  $("#originalLayer").style.width = `${state.compare}%`;
+  $("#compareLine").style.left = `${state.compare}%`;
+  $("#compareLine").hidden = state.compare === 0 || state.compare === 100;
+}
+
+function setSwipeEnabled(enabled) {
+  state.swipeEnabled = enabled;
+  state.fullBefore = false;
+  $("#swipeToggle").classList.toggle("active", enabled);
+  $("#swipeToggle").setAttribute("aria-pressed", String(enabled));
+  $("#beforeAfterButton").disabled = enabled || !state.file;
+  $("#beforeAfterButton").classList.remove("active");
+  $("#beforeAfterButton").textContent = "Before";
+  $("#compareControl").hidden = !enabled;
+  if (enabled) setCompare(state.compare);
+  else {
+    $("#originalLayer").style.width = "0%";
+    $("#compareLine").hidden = true;
+  }
+}
+
+function toggleFullBefore() {
+  if (state.swipeEnabled || !state.file) return;
+  state.fullBefore = !state.fullBefore;
+  $("#originalLayer").style.width = state.fullBefore ? "100%" : "0%";
+  $("#beforeAfterButton").classList.toggle("active", state.fullBefore);
+  $("#beforeAfterButton").setAttribute("aria-pressed", String(state.fullBefore));
+  $("#beforeAfterButton").textContent = state.fullBefore ? "After" : "Before";
 }
 
-function resetSettings() {
-  state.settings = {...DEFAULT_SETTINGS};
+function applyPreset(name, record = true) {
+  if (!PRESETS[name]) return;
+  const previous = snapshot();
+  state.settings = {...PRESETS[name]};
+  state.bypassed.clear();
+  if (record) pushHistory(previous);
   syncControls();
-  renderPreview();
-  toast("Preview settings reset");
+  $$(".presets button").forEach(button => button.classList.toggle("active", button.dataset.preset === name));
+  schedulePreview();
+}
+
+function clearPresetSelection() {
+  $$(".presets button").forEach(button => button.classList.remove("active"));
+}
+
+function selectMatchingPreset() {
+  const match = state.bypassed.size ? null : Object.entries(PRESETS).find(([, settings]) => (
+    Object.keys(DEFAULT_SETTINGS).every(name => Math.abs(settings[name] - state.settings[name]) < 0.0001)
+  ));
+  $$(".presets button").forEach(button => {
+    button.classList.toggle("active", Boolean(match) && button.dataset.preset === match[0]);
+  });
+}
+
+function resetSettings() {
+  applyPreset("natural");
+  toast("Adjustments reset to Natural");
+}
+
+function copyCurrentSettings() {
+  if (!state.file) return;
+  const id = crypto.randomUUID();
+  const active = $(".presets button.active")?.textContent || "Custom";
+  state.settingsClips.unshift({
+    id,
+    name: `${active} · ${new Date().toLocaleTimeString([], {hour: "2-digit", minute: "2-digit"})}`,
+    settings: {...state.settings},
+    bypassed: [...state.bypassed],
+  });
+  state.settingsClips = state.settingsClips.slice(0, 4);
+  renderSettingsShelf();
+  toast("Settings copied temporarily");
+}
+
+function renderSettingsShelf() {
+  $("#settingsShelf").hidden = !state.settingsClips.length;
+  $("#settingsShelfItems").innerHTML = state.settingsClips.map(clip => `
+    <button type="button" data-clip="${clip.id}">
+      <span>${clip.name}</span><small>Apply</small>
+    </button>
+  `).join("");
+  $$("[data-clip]").forEach(button => button.addEventListener("click", () => {
+    const clip = state.settingsClips.find(item => item.id === button.dataset.clip);
+    if (!clip) return;
+    pushHistory(snapshot());
+    state.settings = {...clip.settings};
+    state.bypassed = new Set(clip.bypassed);
+    syncControls();
+    selectMatchingPreset();
+    schedulePreview();
+  }));
+}
+
+function clearSample() {
+  pushHistory(snapshot());
+  state.settings.sampleRed = 0;
+  state.settings.sampleGreen = 0;
+  state.settings.sampleBlue = 0;
+  state.settings.sampleStrength = 0;
+  $("#sampleStatus").hidden = true;
+  $("#sampleMarker").hidden = true;
+  setSampling(false);
+  clearPresetSelection();
+  schedulePreview();
+}
+
+function setSampling(enabled) {
+  state.sampling = enabled && Boolean(state.file);
+  if (state.sampling) setZoomTool(false);
+  $("#eyedropperButton").classList.toggle("active", state.sampling);
+  $("#eyedropperButton").setAttribute("aria-pressed", String(state.sampling));
+  $("#eyedropperButton").textContent = state.sampling ? "Click a neutral spot" : "⌁ Sample neutral";
+  $("#viewport").classList.toggle("sampling", state.sampling);
+}
+
+function sampleNeutralPoint(event) {
+  if (!state.sampling || !state.cpuSource) return false;
+  const canvas = $("#previewCanvas");
+  const rect = canvas.getBoundingClientRect();
+  const x = Math.max(0, Math.min(state.cpuSource.width - 1, Math.round((event.clientX - rect.left) / rect.width * state.cpuSource.width)));
+  const y = Math.max(0, Math.min(state.cpuSource.height - 1, Math.round((event.clientY - rect.top) / rect.height * state.cpuSource.height)));
+  let red = 0;
+  let green = 0;
+  let blue = 0;
+  let count = 0;
+  for (let py = Math.max(0, y - 2); py <= Math.min(state.cpuSource.height - 1, y + 2); py += 1) {
+    for (let px = Math.max(0, x - 2); px <= Math.min(state.cpuSource.width - 1, x + 2); px += 1) {
+      const offset = (py * state.cpuSource.width + px) * 4;
+      red += state.cpuSource.data[offset];
+      green += state.cpuSource.data[offset + 1];
+      blue += state.cpuSource.data[offset + 2];
+      count += 1;
+    }
+  }
+  pushHistory(snapshot());
+  state.settings.sampleRed = red / count / 255;
+  state.settings.sampleGreen = green / count / 255;
+  state.settings.sampleBlue = blue / count / 255;
+  state.settings.sampleStrength = 1;
+  $("#sampleSwatch").style.background = `rgb(${red / count} ${green / count} ${blue / count})`;
+  $("#sampleStatus").hidden = false;
+  const marker = $("#sampleMarker");
+  marker.hidden = false;
+  marker.style.left = `${(x / state.cpuSource.width) * 100}%`;
+  marker.style.top = `${(y / state.cpuSource.height) * 100}%`;
+  setSampling(false);
+  clearPresetSelection();
+  schedulePreview();
+  return true;
+}
+
+function renderViewport() {
+  $("#imageFrame").style.transform = `translate3d(${state.panX}px, ${state.panY}px, 0) scale(${state.zoomScale})`;
+  $("#zoomPercent").textContent = `${Math.round(state.zoomScale * 100)}%`;
+  $("#viewport").classList.toggle("can-pan", state.zoomScale > 1 && !state.zoomTool && !state.sampling);
+  $("#viewport").classList.toggle("zoom-tool", state.zoomTool && !state.sampling);
+  $$("[data-zoom]").forEach(button => button.classList.toggle("active", button.dataset.zoom === state.zoomMode));
+  requestAnimationFrame(syncComparisonGeometry);
+}
+
+function setZoomScale(scale, mode = "manual", event = null) {
+  const previous = state.zoomScale;
+  const next = Math.max(0.25, Math.min(4, scale));
+  if (event) {
+    const viewport = $("#viewport").getBoundingClientRect();
+    const dx = event.clientX - (viewport.left + viewport.width / 2);
+    const dy = event.clientY - (viewport.top + viewport.height / 2);
+    const ratio = next / previous;
+    state.panX = (state.panX - dx) * ratio + dx;
+    state.panY = (state.panY - dy) * ratio + dy;
+  }
+  state.zoomScale = next;
+  state.zoomMode = mode;
+  if (next <= 1) {
+    state.panX = 0;
+    state.panY = 0;
+  }
+  renderViewport();
+}
+
+function setZoomMode(mode) {
+  if (!state.file) return;
+  setZoomTool(false);
+  if (mode === "fit") {
+    state.panX = 0;
+    state.panY = 0;
+    setZoomScale(1, mode);
+    return;
+  }
+  if (mode === "fill") {
+    setZoomScale(1.35, mode);
+    return;
+  }
+  setZoomScale(Number(mode), mode);
+}
+
+function setZoomTool(enabled) {
+  state.zoomTool = enabled && Boolean(state.file);
+  if (state.zoomTool) setSampling(false);
+  $("#zoomToolButton").classList.toggle("active", state.zoomTool);
+  $("#zoomToolButton").setAttribute("aria-pressed", String(state.zoomTool));
+  renderViewport();
 }
 
 async function exportImage(outputType) {
@@ -218,10 +527,16 @@ async function exportImage(outputType) {
     return;
   }
   $("#workingOverlay").hidden = false;
-  const buttons = ["#exportJpeg", "#exportPng"].map(selector => $(selector));
+  const buttons = ["#exportJpeg", "#exportJpegSide", "#exportPng"].map(selector => $(selector));
   buttons.forEach(button => { button.disabled = true; });
-
   const worker = new Worker(new URL("./export-worker.js", import.meta.url), {type: "module"});
+
+  function cleanup() {
+    worker.terminate();
+    $("#workingOverlay").hidden = true;
+    buttons.forEach(button => { button.disabled = false; });
+  }
+
   worker.addEventListener("message", event => {
     if (event.data.kind === "progress") {
       $("#processingTime").textContent = `Local export · ${Math.round(event.data.progress * 100)}%`;
@@ -245,21 +560,13 @@ async function exportImage(outputType) {
     toast(event.message || "Export failed", true);
     cleanup();
   });
-
-  function cleanup() {
-    worker.terminate();
-    $("#workingOverlay").hidden = true;
-    buttons.forEach(button => { button.disabled = false; });
-    renderPreview();
-  }
-
   const buffer = await state.file.arrayBuffer();
   worker.postMessage({
     buffer,
     type: state.file.type,
-    settings: state.settings,
+    settings: effectiveSettings(),
     outputType,
-    quality: outputType === "image/jpeg" ? 0.94 : undefined,
+    quality: outputType === "image/jpeg" ? 0.95 : undefined,
   }, [buffer]);
 }
 
@@ -268,18 +575,89 @@ function bindEvents() {
   $("#openButton").addEventListener("click", () => $("#fileInput").click());
   $("#fileInput").addEventListener("change", event => openFile(event.target.files[0]));
   $("#resetButton").addEventListener("click", resetSettings);
-  $("#compareInput").addEventListener("input", event => updateComparison(event.target.value));
+  $("#copySettingsButton").addEventListener("click", copyCurrentSettings);
+  $("#undoButton").addEventListener("click", undo);
+  $("#redoButton").addEventListener("click", redo);
+  $("#compareInput").addEventListener("input", event => setCompare(event.target.value));
+  $("#swipeToggle").addEventListener("click", () => setSwipeEnabled(!state.swipeEnabled));
+  $("#beforeAfterButton").addEventListener("click", toggleFullBefore);
   $("#exportJpeg").addEventListener("click", () => exportImage("image/jpeg"));
+  $("#exportJpegSide").addEventListener("click", () => exportImage("image/jpeg"));
   $("#exportPng").addEventListener("click", () => exportImage("image/png"));
+  $("#eyedropperButton").addEventListener("click", () => setSampling(!state.sampling));
+  $("#clearSampleButton").addEventListener("click", clearSample);
+  $("#zoomToolButton").addEventListener("click", () => setZoomTool(!state.zoomTool));
+  $$("[data-zoom]").forEach(button => button.addEventListener("click", () => setZoomMode(button.dataset.zoom)));
+  $$(".presets button").forEach(button => button.addEventListener("click", () => applyPreset(button.dataset.preset)));
+  $$(".section-toggle").forEach(button => button.addEventListener("click", () => {
+    const expanded = button.getAttribute("aria-expanded") === "true";
+    button.setAttribute("aria-expanded", String(!expanded));
+    button.nextElementSibling.hidden = expanded;
+  }));
 
   $$("[data-setting]").forEach(input => {
     input.addEventListener("input", () => {
       const name = input.dataset.setting;
       state.settings[name] = Number(input.value);
+      state.bypassed.delete(name);
       $(`[data-output="${name}"]`).value = displayValue(name, state.settings[name]);
-      renderPreview();
+      input.closest(".slider-control")?.classList.remove("bypassed");
+      clearPresetSelection();
+      schedulePreview();
     });
+    input.addEventListener("change", event => {
+      const previousValue = Number(event.target.dataset.previousValue ?? state.settings[event.target.dataset.setting]);
+      const current = Number(event.target.value);
+      if (previousValue !== current) {
+        const previous = snapshot();
+        previous.settings[event.target.dataset.setting] = previousValue;
+        pushHistory(previous);
+      }
+      event.target.dataset.previousValue = String(current);
+    });
+    input.addEventListener("pointerdown", event => {
+      event.currentTarget.dataset.previousValue = String(state.settings[event.currentTarget.dataset.setting]);
+    });
+  });
+
+  $("#autoToggle").addEventListener("change", event => {
+    pushHistory(snapshot());
+    state.settings.autoRestore = event.target.checked ? PRESETS.natural.autoRestore : 0;
+    state.bypassed.delete("autoRestore");
+    clearPresetSelection();
+    syncControls();
+    schedulePreview();
+  });
+
+  const viewport = $("#viewport");
+  viewport.addEventListener("click", event => {
+    if (state.suppressClick) {
+      state.suppressClick = false;
+      return;
+    }
+    if (sampleNeutralPoint(event)) return;
+    if (state.zoomTool) setZoomScale(state.zoomScale + 0.1, "manual", event);
+  });
+  viewport.addEventListener("contextmenu", event => {
+    if (!state.zoomTool) return;
+    event.preventDefault();
+    setZoomScale(state.zoomScale - 0.1, "manual", event);
+  });
+  viewport.addEventListener("pointerdown", event => {
+    if (state.zoomScale <= 1 || state.zoomTool || state.sampling) return;
+    state.panning = true;
+    state.panStart = {x: event.clientX - state.panX, y: event.clientY - state.panY};
+    viewport.setPointerCapture(event.pointerId);
   });
+  viewport.addEventListener("pointermove", event => {
+    if (!state.panning) return;
+    state.panX = event.clientX - state.panStart.x;
+    state.panY = event.clientY - state.panStart.y;
+    state.suppressClick = true;
+    renderViewport();
+  });
+  viewport.addEventListener("pointerup", () => { state.panning = false; });
+  viewport.addEventListener("pointercancel", () => { state.panning = false; });
 
   ["dragenter", "dragover"].forEach(type => window.addEventListener(type, event => {
     event.preventDefault();
@@ -294,17 +672,34 @@ function bindEvents() {
     openFile(event.dataTransfer.files[0]);
   });
   window.addEventListener("resize", syncComparisonGeometry);
+  window.addEventListener("keydown", event => {
+    const modifier = event.metaKey || event.ctrlKey;
+    if (modifier && event.key.toLowerCase() === "z") {
+      event.preventDefault();
+      if (event.shiftKey) redo();
+      else undo();
+    }
+    if (event.key === "\\" && state.file && !state.swipeEnabled) {
+      $("#originalLayer").style.width = "100%";
+    }
+  });
+  window.addEventListener("keyup", event => {
+    if (event.key === "\\" && state.file && !state.swipeEnabled) {
+      $("#originalLayer").style.width = state.fullBefore ? "100%" : "0%";
+    }
+  });
 }
 
-async function start() {
+function start() {
   capabilityRows();
   bindEvents();
+  addPerControlActions();
   syncControls();
-  await prepareRenderer();
+  setControlsEnabled(false);
   if ("serviceWorker" in navigator && location.protocol === "https:") {
     navigator.serviceWorker.register("/sw.js").catch(() => {});
   }
-  console.info(`ReefTone Web ${VERSION}`);
+  console.info(`ReefTone Web ${VERSION} · reliable Canvas renderer`);
 }
 
 start();
diff --git a/web/src/style.css b/web/src/style.css
index 25f267d..33e430d 100644
--- a/web/src/style.css
+++ b/web/src/style.css
@@ -43,6 +43,8 @@ button { border: 0; color: inherit; }
 .document-state { text-align: center; }
 .document-state strong { max-width: 340px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; font-size: 12px; }
 .top-actions { justify-self: end; display: flex; align-items: center; gap: 8px; }
+.icon-button { display: grid; place-items: center; width: 34px; height: 34px; border: 1px solid var(--line); border-radius: 9px; color: var(--muted); background: transparent; cursor: pointer; }
+.icon-button:hover:not(:disabled) { color: var(--text); border-color: var(--line-strong); background: var(--surface-2); }
 .privacy-pill { display: inline-flex; align-items: center; gap: 7px; padding: 7px 10px; border: 1px solid var(--line); border-radius: 999px; color: var(--muted); font-size: 9px; }
 .privacy-pill i { width: 6px; height: 6px; border-radius: 50%; background: var(--accent); box-shadow: 0 0 9px var(--accent); }
 
@@ -81,36 +83,97 @@ button { border: 0; color: inherit; }
 .primary-button.large { min-height: 45px; padding-inline: 22px; border-radius: 11px; font-size: 12px; }
 button:disabled { opacity: .34; cursor: not-allowed; }
 
-.editor-stage { position: absolute; inset: 0; display: flex; flex-direction: column; align-items: center; justify-content: center; gap: 9px; padding: 72px 32px 28px; }
+.editor-stage { position: absolute; inset: 0; display: flex; flex-direction: column; align-items: center; gap: 9px; padding: 64px 24px 18px; }
+.studio-toolbar { width: min(100%, 1100px); display: flex; justify-content: space-between; align-items: flex-start; gap: 10px; }
+.toolbar-group { display: flex; align-items: flex-start; gap: 8px; min-width: 0; }
+.toolbar-group.right { justify-content: flex-end; }
+.segmented { display: inline-flex; min-height: 30px; padding: 2px; border: 1px solid var(--line); border-radius: 8px; background: rgba(8,17,15,.82); }
+.segmented button, .tool-button { min-height: 25px; padding: 0 9px; border-radius: 6px; color: var(--muted); background: transparent; font-size: 8px; font-weight: 700; white-space: nowrap; cursor: pointer; }
+.segmented button:hover:not(:disabled), .tool-button:hover:not(:disabled) { color: var(--text); background: var(--surface-2); }
+.segmented button.active, .tool-button.active { color: #06231c; background: var(--accent); }
+.tool-button { min-height: 30px; border: 1px solid var(--line); }
+.source-card { position: relative; width: 180px; border: 1px solid var(--line); border-radius: 8px; color: var(--muted); background: rgba(8,17,15,.88); font-size: 8px; }
+.source-card summary { display: grid; gap: 1px; padding: 7px 9px; cursor: pointer; list-style: none; font-weight: 700; }
+.source-card summary::-webkit-details-marker { display: none; }
+.source-card summary small { color: var(--muted-2); font-size: 7px; font-weight: 500; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; }
+.source-card > div { position: absolute; z-index: 15; top: calc(100% + 6px); left: 0; width: 280px; padding: 10px; border: 1px solid var(--line-strong); border-radius: 9px; background: rgba(13,24,22,.98); box-shadow: 0 16px 40px rgba(0,0,0,.36); }
+.source-card p { margin: 5px 0 0; color: var(--muted); line-height: 1.5; }
 .preview-toolbar { width: min(100%, 960px); display: flex; align-items: center; justify-content: space-between; gap: 15px; color: var(--muted); font-size: 8px; }
 .engine-status, .compare-control { display: flex; align-items: center; gap: 7px; }
 .engine-status i { width: 6px; height: 6px; border-radius: 50%; background: #d1a960; }
 .engine-status i.ready { background: var(--accent); box-shadow: 0 0 8px var(--accent); }
 .engine-status i.fallback { background: #d1a960; }
 .compare-control input { width: 120px; accent-color: var(--accent); }
-.image-frame { position: relative; display: grid; place-items: center; width: min(100%, 960px); max-height: calc(100% - 52px); overflow: hidden; border-radius: 9px; background: #030706; box-shadow: 0 24px 80px rgba(0,0,0,.5), 0 0 0 1px rgba(255,255,255,.08); }
-.image-frame canvas { display: block; max-width: 100%; max-height: 100%; width: auto; height: auto; object-fit: contain; }
+.viewport { position: relative; flex: 1; display: grid; place-items: center; width: min(100%, 1100px); min-height: 0; overflow: hidden; border-radius: 10px; background: rgba(0,0,0,.22); touch-action: none; }
+.viewport.can-pan { cursor: grab; }
+.viewport.can-pan:active { cursor: grabbing; }
+.viewport.zoom-tool { cursor: zoom-in; }
+.viewport.sampling { cursor: crosshair; }
+.image-frame { position: relative; display: grid; place-items: center; max-width: 100%; max-height: 100%; overflow: hidden; border-radius: 9px; background: #030706; box-shadow: 0 24px 80px rgba(0,0,0,.5), 0 0 0 1px rgba(255,255,255,.08); transform-origin: center; will-change: transform; }
+.image-frame canvas { display: block; max-width: 100%; max-height: calc(100vh - 225px); width: auto; height: auto; object-fit: contain; }
 .original-layer { position: absolute; inset: 0 auto 0 0; width: 0; overflow: hidden; pointer-events: none; }
 .original-layer img { display: block; width: 100%; height: 100%; max-width: none; object-fit: fill; }
-.compare-line { position: absolute; z-index: 3; top: 0; bottom: 0; width: 1px; background: rgba(255,255,255,.82); box-shadow: 0 0 0 1px rgba(0,0,0,.3); }
+.compare-line { position: absolute; z-index: 3; top: 0; bottom: 0; width: 1px; background: rgba(255,255,255,.82); box-shadow: 0 0 0 1px rgba(0,0,0,.3); pointer-events: none; }
+.compare-line span { position: absolute; top: 50%; left: 50%; display: grid; place-items: center; width: 25px; height: 25px; border: 1px solid rgba(255,255,255,.65); border-radius: 50%; color: #07110f; background: rgba(239,248,244,.9); transform: translate(-50%,-50%); font-size: 10px; }
+.sample-marker { position: absolute; z-index: 5; width: 16px; height: 16px; border: 2px solid white; border-radius: 50%; box-shadow: 0 0 0 1px #07110f, 0 0 12px rgba(0,0,0,.5); transform: translate(-50%,-50%); pointer-events: none; }
 .working-overlay { position: absolute; z-index: 6; inset: 0; display: grid; place-items: center; align-content: center; gap: 9px; color: #e8f6f1; background: rgba(5,14,12,.76); backdrop-filter: blur(5px); font-size: 9px; }
 .working-overlay span { width: 22px; height: 22px; border: 2px solid rgba(255,255,255,.2); border-top-color: var(--accent); border-radius: 50%; animation: spin .7s linear infinite; }
 @keyframes spin { to { transform: rotate(360deg); } }
-.image-details { width: min(100%, 960px); display: flex; justify-content: space-between; color: var(--muted-2); font-size: 8px; }
+.image-details { width: min(100%, 1100px); display: flex; justify-content: space-between; color: var(--muted-2); font-size: 8px; }
 
 .control-panel { position: relative; z-index: 10; display: flex; flex-direction: column; min-height: 0; overflow: auto; border-left: 1px solid var(--line); background: var(--surface); }
 .panel-header { display: flex; align-items: center; justify-content: space-between; padding: 22px 20px 14px; }
 .panel-header h2 { margin: 0; font-size: 17px; letter-spacing: -.025em; }
+.panel-actions { display: flex; align-items: center; gap: 4px; }
 .text-button { padding: 6px; color: var(--accent); background: transparent; font-size: 10px; font-weight: 700; cursor: pointer; }
 .trust-card { display: flex; gap: 10px; margin: 0 16px 12px; padding: 11px; border: 1px solid rgba(109,225,196,.14); border-radius: 11px; background: rgba(109,225,196,.045); }
 .trust-icon { flex: 0 0 auto; display: grid; place-items: center; width: 30px; height: 30px; border-radius: 9px; color: #06231c; background: var(--accent); font-size: 12px; font-weight: 900; }
 .trust-card strong, .trust-card small { display: block; }
 .trust-card strong { font-size: 9px; }
 .trust-card small { margin-top: 4px; color: var(--muted); font-size: 8px; line-height: 1.45; }
-.controls { display: grid; gap: 18px; padding: 16px 18px 20px; border-top: 1px solid var(--line); border-bottom: 1px solid var(--line); }
-.slider-control { display: grid; grid-template-columns: 1fr auto; gap: 7px; align-items: center; color: #cad9d4; font-size: 10px; }
+.analysis-card { display: grid; grid-template-columns: auto minmax(0,1fr) auto; align-items: center; gap: 9px; margin: 0 16px 12px; padding: 10px; border: 1px solid rgba(109,225,196,.14); border-radius: 10px; background: rgba(109,225,196,.045); }
+.analysis-icon { display: grid; place-items: center; width: 30px; height: 30px; border-radius: 9px; color: #06231c; background: var(--accent); font-size: 14px; }
+.analysis-card strong, .analysis-card small { display: block; }
+.analysis-card strong { font-size: 9px; }
+.analysis-card small { margin-top: 3px; color: var(--muted); font-size: 7px; }
+.analysis-card b { padding: 4px 6px; border-radius: 6px; color: var(--accent); background: rgba(109,225,196,.08); font-size: 7px; }
+.settings-shelf { margin: 0 16px 12px; padding: 9px; border: 1px solid var(--line); border-radius: 10px; background: rgba(255,255,255,.018); }
+.settings-shelf > div:first-child { display: flex; justify-content: space-between; font-size: 8px; }
+.settings-shelf > div:first-child small { color: var(--muted-2); }
+#settingsShelfItems { display: grid; gap: 5px; margin-top: 7px; }
+#settingsShelfItems button { display: flex; justify-content: space-between; padding: 7px 8px; border-radius: 7px; color: var(--muted); background: var(--surface-2); font-size: 8px; cursor: pointer; }
+#settingsShelfItems button:hover { color: var(--text); background: var(--surface-3); }
+#settingsShelfItems small { color: var(--accent); }
+.controls-scroll { border-top: 1px solid var(--line); }
+.control-section { border-bottom: 1px solid var(--line); }
+.section-toggle, .section-heading { display: flex; width: 100%; align-items: center; justify-content: space-between; padding: 13px 18px 9px; color: var(--text); background: transparent; text-align: left; }
+.section-toggle { cursor: pointer; }
+.section-toggle > span, .section-heading > span { display: grid; gap: 2px; }
+.section-toggle strong, .section-heading strong { font-size: 10px; }
+.section-toggle small, .section-heading small { color: var(--muted-2); font-size: 7px; font-weight: 500; }
+.section-toggle b { color: var(--muted); transition: transform .16s; }
+.section-toggle[aria-expanded="false"] b { transform: rotate(-90deg); }
+.control-list { display: grid; gap: 16px; padding: 8px 18px 16px; }
+.slider-control { display: grid; grid-template-columns: minmax(0,1fr) auto auto; gap: 7px; align-items: center; color: #cad9d4; font-size: 9px; }
 .slider-control output { min-width: 34px; color: var(--muted); text-align: right; font-variant-numeric: tabular-nums; }
 .slider-control input { grid-column: 1 / -1; width: 100%; margin: 0; accent-color: var(--accent); cursor: ew-resize; }
+.slider-control.bypassed { opacity: .46; }
+.control-actions { display: inline-flex; gap: 3px; }
+.mini-control { display: grid; place-items: center; width: 19px; height: 19px; border-radius: 5px; color: var(--muted-2); background: transparent; font-size: 8px; cursor: pointer; }
+.mini-control:hover { color: var(--text); background: var(--surface-3); }
+.slider-control.bypassed .bypass-control { color: #d1a960; }
+.switch { position: relative; width: 30px; height: 17px; }
+.switch input { position: absolute; opacity: 0; }
+.switch i { position: absolute; inset: 0; border-radius: 999px; background: var(--surface-3); box-shadow: inset 0 0 0 1px var(--line-strong); cursor: pointer; }
+.switch i::after { content: ""; position: absolute; width: 11px; height: 11px; left: 3px; top: 3px; border-radius: 50%; background: var(--muted); transition: .16s; }
+.switch input:checked + i { background: rgba(109,225,196,.28); }
+.switch input:checked + i::after { left: 16px; background: var(--accent); }
+.balance-heading { align-items: flex-start; }
+.eyedropper-button { min-height: 27px; padding: 0 8px; border: 1px solid var(--line); border-radius: 7px; color: var(--muted); background: var(--surface-2); font-size: 7px; cursor: pointer; }
+.eyedropper-button.active { color: #06231c; background: var(--accent); }
+.sample-status { display: flex; align-items: center; gap: 7px; margin: 0 18px 5px; padding: 7px; border-radius: 7px; color: var(--muted); background: rgba(109,225,196,.05); font-size: 7px; }
+.sample-status i { width: 12px; height: 12px; border: 1px solid var(--line-strong); border-radius: 50%; }
+.sample-status button { margin-left: auto; color: var(--accent); background: transparent; font-size: 7px; cursor: pointer; }
 .capability-card { margin: 14px 16px 0; border: 1px solid var(--line); border-radius: 10px; background: rgba(255,255,255,.018); }
 .capability-card summary { display: flex; align-items: center; justify-content: space-between; padding: 10px; cursor: pointer; font-size: 9px; font-weight: 700; }
 .capability-card summary small { color: var(--muted-2); font-size: 8px; }
@@ -141,6 +204,9 @@ button:disabled { opacity: .34; cursor: not-allowed; }
   .control-panel { min-height: 620px; border-top: 1px solid var(--line); border-left: 0; }
   .empty-state { min-height: 68vh; position: relative; }
   .editor-stage { min-height: 68vh; }
+  .studio-toolbar { overflow-x: auto; }
+  .toolbar-group { min-width: max-content; }
+  .toolbar-group.right { display: none; }
   .alpha-notice span { display: none; }
 }
 
@@ -153,6 +219,10 @@ button:disabled { opacity: .34; cursor: not-allowed; }
   .compare-control { justify-content: center; }
   .compare-control input { flex: 1; }
   .image-details { gap: 8px; flex-wrap: wrap; }
+  .source-card { display: none; }
+  .studio-toolbar { width: 100%; }
+  .presets { overflow-x: auto; max-width: calc(100vw - 20px); }
+  .image-frame canvas { max-height: 42vh; }
 }
 
 @media (prefers-reduced-motion: reduce) {
diff --git a/web/test/color-math.test.js b/web/test/color-math.test.js
index 5909b91..83259ee 100644
--- a/web/test/color-math.test.js
+++ b/web/test/color-math.test.js
@@ -1,7 +1,7 @@
 import assert from "node:assert/strict";
 import test from "node:test";
 
-import {DEFAULT_SETTINGS, adjustPixel, processImageData} from "../src/color-math.js";
+import {DEFAULT_SETTINGS, PRESETS, adjustPixel, processImageData} from "../src/color-math.js";
 
 test("default correction remains inside display range", () => {
   const result = adjustPixel(0.12, 0.48, 0.64, DEFAULT_SETTINGS);
@@ -11,14 +11,8 @@ test("default correction remains inside display range", () => {
 });
 
 test("zero settings preserve a mid-gray pixel", () => {
-  const settings = {
-    exposure: 0,
-    contrast: 0,
-    redRecovery: 0,
-    temperature: 0,
-    tint: 0,
-    saturation: 0,
-  };
+  const settings = Object.fromEntries(Object.keys(DEFAULT_SETTINGS).map(name => [name, 0]));
+  settings.master = 1;
   const result = adjustPixel(0.5, 0.5, 0.5, settings);
   result.forEach(value => assert.ok(Math.abs(value - 0.5) < 1e-8));
 });
@@ -28,3 +22,16 @@ test("image processing preserves alpha", () => {
   processImageData(source, DEFAULT_SETTINGS);
   assert.equal(source.data[3], 91);
 });
+
+test("all curated looks remain meaningfully distinct", () => {
+  const pixel = [0.12, 0.48, 0.64];
+  const signatures = Object.values(PRESETS).map(settings => (
+    adjustPixel(...pixel, settings).map(value => value.toFixed(4)).join(",")
+  ));
+  assert.equal(new Set(signatures).size, Object.keys(PRESETS).length);
+});
+
+test("corrected underwater pixels never collapse to a black frame", () => {
+  const result = adjustPixel(0.08, 0.42, 0.62, PRESETS.natural);
+  assert.ok(result.some(value => value > 0.1));
+});

From 1117c3b1cb5794c56c864944b5070b5929d915da Mon Sep 17 00:00:00 2001
From: TomerSY <54842266+TomerSY@users.noreply.github.com>
Date: Tue, 28 Jul 2026 07:40:54 +0300
Subject: [PATCH 05/15] feat: add desktop green correction and levels

---
 CHANGELOG.md                   |  18 ++-
 README.md                      |  14 +-
 docs/algorithm.md              |  16 ++-
 docs/desktop-ui-contract.md    | 112 ++++++++++++++++
 pyproject.toml                 |   2 +-
 src/reeftone/__init__.py       |   2 +-
 src/reeftone/app.py            |   2 +-
 src/reeftone/config.py         |  51 ++++++-
 src/reeftone/processor.py      |  82 +++++++++++-
 src/reeftone/static/app.js     | 237 ++++++++++++++++++++++++++++++++-
 src/reeftone/static/index.html |  46 ++++++-
 src/reeftone/static/styles.css |  30 ++++-
 tests/test_app.py              |  25 +++-
 tests/test_config.py           |  20 +++
 tests/test_processor.py        |  70 ++++++++++
 15 files changed, 705 insertions(+), 22 deletions(-)
 create mode 100644 docs/desktop-ui-contract.md

diff --git a/CHANGELOG.md b/CHANGELOG.md
index cc88e5d..4aa4a82 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -36,6 +36,21 @@ small refinements.
 - Temporally stable HEVC video correction
 - Shared color-managed WebAssembly core for Python/web algorithm parity
 
+## [0.5.0] - 2026-07-28
+
+### Added
+
+- Neutral-by-default Green correction beside Red recovery and Blue balance
+- Five-point monotonic Levels for RGB, Red, Green, and Blue, with a histogram,
+  channel reset/bypass, keyboard control, undo/redo, copied edits, and export parity
+- A checked-in desktop UI/settings contract as the reference for web parity
+- Representative identity, monotonicity, channel-isolation, and non-black
+  image-math coverage
+
+### Changed
+
+- Point-centered magnifier steps now move in 25% increments
+
 ## [0.4.1] - 2026-07-26
 
 ### Added
@@ -101,7 +116,8 @@ small refinements.
 - Local FastAPI service and responsive editor
 - Non-destructive sessions, presets, undo/redo, and before/after comparison
 
-[Unreleased]: https://github.com/TomerSY/ReefTone/compare/v0.4.1...HEAD
+[Unreleased]: https://github.com/TomerSY/ReefTone/compare/v0.5.0...HEAD
+[0.5.0]: https://github.com/TomerSY/ReefTone/compare/v0.4.1...v0.5.0
 [0.4.1]: https://github.com/TomerSY/ReefTone/releases/tag/v0.4.1
 [0.4.0]: https://github.com/TomerSY/ReefTone/compare/v0.3.0...v0.4.0
 [0.3.0]: https://github.com/TomerSY/ReefTone/compare/v0.2.0...v0.3.0
diff --git a/README.md b/README.md
index 3dda99c..c4fdc42 100644
--- a/README.md
+++ b/README.md
@@ -14,13 +14,13 @@ like a focused desktop editor today and can grow into a hosted product later.
 - base bit-depth, ICC/P3, transfer-function, HDR gain-map, and auxiliary-image detection
 - float32 processing from decode through correction
 - scene analysis for red attenuation, cyan cast, haze, and low light
-- underwater red compensation and confidence-gated white balance
+- underwater red compensation, Green correction, and confidence-gated white balance
 - research-backed multiscale fusion of color-balanced and contrast-enhanced inputs
-- exposure, contrast, black/white points, tone, vibrance, clarity, and denoise
+- exposure, contrast, five-point RGB/channel Levels, tone, vibrance, clarity, and denoise
 - a neutral-point eyedropper plus per-slider reset and non-destructive bypass
 - a real-time before/after editor with distinct presets, undo/redo, drag-and-drop,
   and keyboard-accessible controls
-- point-centered magnifier zoom, fixed pixel-ratio views, and drag-to-pan
+- point-centered 25% magnifier zoom, fixed pixel-ratio views, and drag-to-pan
 - collapsible source color-space and dynamic-range information
 - full-resolution JPEG, PNG, and 16-bit TIFF export
 - 10-bit HEIC export with source ICC, EXIF, and available XMP preservation
@@ -59,8 +59,10 @@ screen. You can also drag a file anywhere over the app.
 2. Use the comparison divider to check skin, coral, and open-water gradients.
 3. Adjust **Red recovery** before adding saturation. This restores missing balance
    more naturally than globally boosting color.
-4. Use **Fusion clarity** to blend in the multiscale contrast branch.
-5. Export a JPEG for sharing or a 16-bit TIFF as a high-quality editing master.
+4. Use **Green correction** when green dominates after red recovery, then refine
+   tonal placement with the five Levels markers.
+5. Use **Fusion clarity** to blend in the multiscale contrast branch.
+6. Export a JPEG for sharing or a 16-bit TIFF as a high-quality editing master.
 
 Use the eyedropper only on something that should be gray, white, or neutral.
 ReefTone averages a small patch and balances it without changing any other slider.
@@ -119,6 +121,8 @@ JPEG photographs rather than camera RAW development. See
 [the algorithm notes](docs/algorithm.md) for details and limitations. The measurements
 behind the Dramatic look are recorded in
 [the reference-style analysis](docs/reference-style-analysis.md).
+The exact desktop labels, layout tokens, and serialized setting behavior are the
+reference for web parity in [the desktop UI contract](docs/desktop-ui-contract.md).
 
 Apple gain-map HDR is now detected and reported separately from the SDR base.
 ReefTone does not copy an unchanged gain map onto edited pixels or falsely tag an
diff --git a/docs/algorithm.md b/docs/algorithm.md
index 8df15d0..0bad84d 100644
--- a/docs/algorithm.md
+++ b/docs/algorithm.md
@@ -35,7 +35,7 @@ Decode + orient → RGB float32
         ↓
 Robust scene analysis
         ↓
-Red compensation + adaptive gray-world balance
+Red compensation + Green correction + adaptive gray-world balance
         ↓
 Optional user-sampled neutral-point gains
         ↓
@@ -44,6 +44,8 @@ Contrast/CLAHE branch ─┼→ Gaussian/Laplacian pyramid fusion
         ↓              ┘
 Exposure → black/white points → tone curve
         ↓
+RGB Levels → Red → Green → Blue Levels
+        ↓
 Color → clarity/denoise → non-destructive master mix
 ```
 
@@ -71,7 +73,10 @@ magenta. After compensation, robust channel means are measured again and a
 confidence-weighted gray-world gain brings red closer to green without forcing the
 entire water column to neutral gray.
 
-Temperature and tint are direct creative gains and remain neutral at zero.
+Green correction is a scene-relative artist control. Positive values move a
+green-heavy channel toward the mean of red and blue; negative values can restore
+green when it is deficient. Temperature and tint remain direct creative gains.
+All three controls are neutral at zero.
 
 ### 3. Neutral-point eyedropper
 
@@ -99,6 +104,8 @@ controls how strongly the fused result replaces the balanced base.
 - shadows and highlights use luminance masks;
 - black point and white point remap the endpoints before contrast;
 - contrast uses an exponential mid-gray pivot so small changes are visible;
+- Levels uses five fixed input anchors and monotone cubic interpolation, applying
+  RGB before the Red, Green, and Blue channel curves;
 - vibrance preferentially affects low-saturation colors;
 - clarity is a mid-frequency unsharp mask;
 - denoise is an edge-preserving bilateral blend.
@@ -113,6 +120,11 @@ Every slider has two local actions:
 Preset values are intentionally separated, and the master mix blends the entire
 corrected result with the untouched source.
 
+Levels has the same behavior at channel scope. Reset restores the identity
+`0, 0.25, 0.5, 0.75, 1` curve, while bypass temporarily substitutes that identity
+without discarding the edited markers. Marker ordering is enforced in the UI and
+again when API settings are parsed.
+
 ## Precision and limitations
 
 All processing arithmetic is float32. Export quantizes only in the encoder: JPEG
diff --git a/docs/desktop-ui-contract.md b/docs/desktop-ui-contract.md
new file mode 100644
index 0000000..fe0361c
--- /dev/null
+++ b/docs/desktop-ui-contract.md
@@ -0,0 +1,112 @@
+# Desktop UI and settings contract
+
+ReefTone Desktop 0.5.0 is the visual and behavioral reference for the next web
+parity pass. The web implementation may use a different renderer, but it should not
+rename, reorder, rescale, or silently reinterpret these controls.
+
+## Visible order and labels
+
+The top bar is ordered `ReefTone Studio`, document name/status, `Local & private`,
+`Undo`, `Redo`, `Export`. The preview toolbar is ordered:
+
+1. Looks: `Natural`, `Vivid`, `Deep water`, `Gentle`, `Dramatic`.
+2. `Color information`.
+3. Comparison: `Swipe`, `Before`.
+4. Zoom: `Fit`, `1:2`, `1:1`, `Fill`, `2:1`, magnifier percentage.
+
+The inspector heading is `Adjustments` / `Color restoration`, with `Copy settings`
+then `Reset`. Its sections and controls are:
+
+1. **Light** — `Exposure`, `Contrast`, `Black point`, `White point`, `Highlights`,
+   `Shadows`.
+2. **Levels** — channel dropdown `RGB`, `Red`, `Green`, `Blue`; reset; bypass; one
+   graph with markers `Black`, `Shadows`, `Midtone`, `Highlights`, `White`.
+3. **Auto Restore** — on/off switch, `Strength`, `Overall mix`.
+4. **White balance** — `Sample neutral`, `Red recovery`, `Green correction`,
+   `Blue balance`, `Fusion clarity`, `Temperature`, `Tint`.
+5. **Presence** — `Saturation`, `Vibrance`, `Clarity`, `Denoise`.
+
+Every ordinary slider has reset then bypass actions. Reset writes zero. Bypass
+preserves the stored value, visually dims the control, and sends zero to processing;
+editing a bypassed slider enables it again. Levels reset and bypass operate on the
+currently selected channel as one five-point group. Copied settings include Green
+correction and all Levels channels, but exclude the sampled neutral color.
+
+The magnifier is point-centered. Left-click increases zoom by 25 percentage points;
+right-click decreases it by 25 percentage points. Zoom is clamped to 10–1600%.
+
+## Settings schema
+
+Names below are the Python/API names. All values are JSON numbers.
+
+| Visible label | Key | Range | Default |
+| --- | --- | ---: | ---: |
+| Overall mix | `master` | 0–1 | 1 |
+| Strength | `auto_restore` | 0–1 | 0.90 |
+| Red recovery | `red_recovery` | 0–1.5 | 0.95 |
+| Green correction | `green_correction` | −1–1 | 0 |
+| Blue balance | `blue_balance` | −1–1 | 0.24 |
+| Fusion clarity | `dehaze` | 0–1 | 0.38 |
+| Temperature | `temperature` | −1–1 | 0.04 |
+| Tint | `tint` | −1–1 | 0.01 |
+| Exposure | `exposure` | −2–2 | 0 |
+| Contrast | `contrast` | −0.5–0.8 | 0.22 |
+| Black point | `black_point` | −0.5–0.5 | 0.08 |
+| White point | `white_point` | −0.5–0.5 | 0.04 |
+| Highlights | `highlights` | −1–1 | −0.14 |
+| Shadows | `shadows` | −1–1 | 0.10 |
+| Saturation | `saturation` | −1–1 | 0.05 |
+| Vibrance | `vibrance` | −1–1 | 0.22 |
+| Clarity | `clarity` | −1–1 | 0.16 |
+| Denoise | `denoise` | 0–1 | 0.03 |
+
+Levels use
+`levels_{rgb|red|green|blue}_{black|shadows|midtone|highlights|white}`. Every
+Levels value ranges from 0 to 1. For every channel, the defaults in visible order
+are `0, 0.25, 0.5, 0.75, 1`.
+
+The neutral-point fields are `sample_red`, `sample_green`, `sample_blue`, and
+`sample_strength`; each ranges from 0 to 1 and defaults to zero.
+
+Green correction and all Levels values remain neutral in every 0.5.0 curated
+preset. This is intentional: existing looks retain their established rendering
+until each new adjustment is tuned against the reference set.
+
+## Five-point Levels behavior
+
+The five names represent fixed input anchors at `0, 0.25, 0.5, 0.75, 1`; dragging
+a marker changes that anchor's output value. Fixed anchors are used because they
+give exactly five visible, serializable points and an exact identity default without
+an additional hidden endpoint.
+
+Output values are non-decreasing. A marker is clamped between its immediate
+neighbors and cannot cross them. Keyboard arrows move a focused marker by 0.01;
+Shift plus an arrow moves it by 0.05. Pointer dragging is recorded as one undo step.
+
+Processing uses float32 monotone cubic Hermite interpolation. It does not overshoot
+the control points. The RGB curve is applied to all channels first, followed in
+order by Red, Green, and Blue. Bypass substitutes the identity values while
+retaining the edited curve. Preview and full-resolution export use the same code.
+
+## Visual tokens and responsive behavior
+
+- Font stack: `Inter, ui-sans-serif, -apple-system, BlinkMacSystemFont, "Segoe UI",
+  sans-serif`.
+- Top bar: 64 px high. Desktop inspector: 344 px wide. Inspector horizontal
+  padding: 16 px; sections: 17 px vertical padding; slider list gap: 16 px.
+- Major type: brand 15 px, inspector title 17 px, section title 12 px, slider label
+  10 px, section description 9 px, Levels marker labels 7 px.
+- Levels graph: full inspector width, 9:4 aspect ratio, 8 px radius, 288 × 128 SVG
+  coordinate space, 12-unit internal padding, 6-unit marker radius.
+- Primary colors: background `#07100f`, surface `#0d1816`, text `#edf7f2`, muted
+  `#8fa8a0`, accent `#6ce0c4`, strong accent `#9af4de`.
+- Shared radius token: 14 px. Standard buttons use 9 px; inspector cards use
+  10–11 px.
+- At 900 px the inspector becomes 300 px. At 690 px the workspace stacks, the top
+  bar becomes 58 px, document/undo/redo and right preview tools are hidden, and the
+  inspector occupies its own scrolling region.
+
+Before an image is open, the preview toolbar is hidden and Export, Copy settings,
+Reset, Undo, and Redo are disabled with 0.35 opacity and a not-allowed cursor.
+Adjustment controls remain visible; opening an image always reapplies Natural.
+Undo and Redo enable only when their respective stacks contain an edit.
diff --git a/pyproject.toml b/pyproject.toml
index f5a9656..6ac365d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "reeftone"
-version = "0.4.1"
+version = "0.5.0"
 description = "A non-destructive, adaptive underwater color-correction studio."
 readme = "README.md"
 requires-python = ">=3.11"
diff --git a/src/reeftone/__init__.py b/src/reeftone/__init__.py
index befacb1..34073db 100644
--- a/src/reeftone/__init__.py
+++ b/src/reeftone/__init__.py
@@ -4,4 +4,4 @@
 from .processor import analyze_image, correct_image
 
 __all__ = ["CorrectionSettings", "analyze_image", "correct_image"]
-__version__ = "0.4.1"
+__version__ = "0.5.0"
diff --git a/src/reeftone/app.py b/src/reeftone/app.py
index 258d3eb..ac0391c 100644
--- a/src/reeftone/app.py
+++ b/src/reeftone/app.py
@@ -32,7 +32,7 @@
 
 app = FastAPI(
     title="ReefTone",
-    version="0.4.1",
+    version="0.5.0",
     description="Adaptive underwater color restoration",
 )
 app.mount("/static", StaticFiles(directory=STATIC_DIR), name="static")
diff --git a/src/reeftone/config.py b/src/reeftone/config.py
index 1832bcb..223e232 100644
--- a/src/reeftone/config.py
+++ b/src/reeftone/config.py
@@ -5,6 +5,10 @@
 from dataclasses import asdict, dataclass, fields
 from typing import Any
 
+LEVEL_CHANNELS = ("rgb", "red", "green", "blue")
+LEVEL_POINTS = ("black", "shadows", "midtone", "highlights", "white")
+LEVEL_DEFAULTS = (0.0, 0.25, 0.5, 0.75, 1.0)
+
 
 @dataclass(slots=True)
 class CorrectionSettings:
@@ -13,6 +17,7 @@ class CorrectionSettings:
     master: float = 1.0
     auto_restore: float = 0.90
     red_recovery: float = 0.95
+    green_correction: float = 0.0
     blue_balance: float = 0.24
     dehaze: float = 0.38
     temperature: float = 0.04
@@ -31,11 +36,32 @@ class CorrectionSettings:
     sample_green: float = 0.0
     sample_blue: float = 0.0
     sample_strength: float = 0.0
+    levels_rgb_black: float = 0.0
+    levels_rgb_shadows: float = 0.25
+    levels_rgb_midtone: float = 0.5
+    levels_rgb_highlights: float = 0.75
+    levels_rgb_white: float = 1.0
+    levels_red_black: float = 0.0
+    levels_red_shadows: float = 0.25
+    levels_red_midtone: float = 0.5
+    levels_red_highlights: float = 0.75
+    levels_red_white: float = 1.0
+    levels_green_black: float = 0.0
+    levels_green_shadows: float = 0.25
+    levels_green_midtone: float = 0.5
+    levels_green_highlights: float = 0.75
+    levels_green_white: float = 1.0
+    levels_blue_black: float = 0.0
+    levels_blue_shadows: float = 0.25
+    levels_blue_midtone: float = 0.5
+    levels_blue_highlights: float = 0.75
+    levels_blue_white: float = 1.0
 
     RANGES = {
         "master": (0.0, 1.0),
         "auto_restore": (0.0, 1.0),
         "red_recovery": (0.0, 1.5),
+        "green_correction": (-1.0, 1.0),
         "blue_balance": (-1.0, 1.0),
         "dehaze": (0.0, 1.0),
         "temperature": (-1.0, 1.0),
@@ -54,6 +80,11 @@ class CorrectionSettings:
         "sample_green": (0.0, 1.0),
         "sample_blue": (0.0, 1.0),
         "sample_strength": (0.0, 1.0),
+        **{
+            f"levels_{channel}_{point}": (0.0, 1.0)
+            for channel in LEVEL_CHANNELS
+            for point in LEVEL_POINTS
+        },
     }
 
     @classmethod
@@ -70,11 +101,29 @@ def from_mapping(cls, values: dict[str, Any] | None) -> CorrectionSettings:
                 continue
             low, high = cls.RANGES[key]
             clean[key] = min(high, max(low, number))
-        return cls(**clean)
+        settings = cls(**clean)
+        for channel in LEVEL_CHANNELS:
+            for point, value in zip(LEVEL_POINTS, settings.level_points(channel), strict=True):
+                setattr(settings, f"levels_{channel}_{point}", value)
+        return settings
 
     def to_dict(self) -> dict[str, float]:
         return asdict(self)
 
+    def level_points(self, channel: str) -> tuple[float, float, float, float, float]:
+        """Return a safe non-decreasing five-point curve for a supported channel."""
+
+        if channel not in LEVEL_CHANNELS:
+            raise ValueError(f"Unsupported levels channel: {channel}")
+        values: list[float] = []
+        previous = 0.0
+        for point in LEVEL_POINTS:
+            value = min(1.0, max(0.0, float(getattr(self, f"levels_{channel}_{point}"))))
+            value = max(previous, value)
+            values.append(value)
+            previous = value
+        return values[0], values[1], values[2], values[3], values[4]
+
 
 PRESETS: dict[str, CorrectionSettings] = {
     "natural": CorrectionSettings(),
diff --git a/src/reeftone/processor.py b/src/reeftone/processor.py
index 99ae9b4..27a108d 100644
--- a/src/reeftone/processor.py
+++ b/src/reeftone/processor.py
@@ -13,7 +13,7 @@
 import numpy as np
 from numpy.typing import NDArray
 
-from .config import CorrectionSettings
+from .config import LEVEL_CHANNELS, LEVEL_DEFAULTS, CorrectionSettings
 
 FloatImage = NDArray[np.float32]
 
@@ -160,6 +160,17 @@ def _adaptive_white_balance(
         * (0.35 + recovered[..., 1])
     )
 
+    # Positive Green correction moves a green-heavy scene toward the mean of the
+    # red and blue channels. Negative values deliberately add green when needed.
+    green_target = (red_mean + blue_mean) * 0.5
+    green_gap = green_target - green_mean
+    recovered[..., 1] += (
+        green_gap
+        * settings.green_correction
+        * (1.0 - recovered[..., 1])
+        * (0.35 + recovered[..., 2])
+    )
+
     # Re-measure before the gray-world stage. The target remains slightly cool by
     # design, but is much closer to neutral than the previous pale-cyan result.
     balanced_means, _, _ = _robust_channel_stats(np.clip(recovered, 0.0, 1.0))
@@ -289,6 +300,74 @@ def _apply_tone(image: FloatImage, settings: CorrectionSettings) -> FloatImage:
     return np.clip(result, 0.0, 1.0)
 
 
+def _monotone_curve(
+    values: NDArray[np.float32],
+    points: tuple[float, float, float, float, float],
+) -> NDArray[np.float32]:
+    """Evaluate a five-point monotone cubic Hermite curve without overshoot."""
+
+    if points == LEVEL_DEFAULTS:
+        return values.astype(np.float32, copy=False)
+
+    controls = np.asarray(points, dtype=np.float32)
+    delta = np.diff(controls) * np.float32(4.0)
+    tangents = np.zeros(5, dtype=np.float32)
+
+    for index in range(1, 4):
+        before = float(delta[index - 1])
+        after = float(delta[index])
+        if before > 0.0 and after > 0.0:
+            tangents[index] = np.float32(2.0 * before * after / (before + after))
+
+    first = np.float32((3.0 * float(delta[0]) - float(delta[1])) * 0.5)
+    if first * delta[0] <= 0.0:
+        first = np.float32(0.0)
+    elif abs(float(first)) > 3.0 * abs(float(delta[0])):
+        first = np.float32(3.0) * delta[0]
+    tangents[0] = first
+
+    last = np.float32((3.0 * float(delta[3]) - float(delta[2])) * 0.5)
+    if last * delta[3] <= 0.0:
+        last = np.float32(0.0)
+    elif abs(float(last)) > 3.0 * abs(float(delta[3])):
+        last = np.float32(3.0) * delta[3]
+    tangents[4] = last
+
+    clipped = np.clip(values, 0.0, 1.0)
+    scaled = clipped * np.float32(4.0)
+    segment = np.minimum(scaled.astype(np.intp), 3)
+    position = scaled - segment.astype(np.float32)
+    position2 = position * position
+    position3 = position2 * position
+    h00 = 2.0 * position3 - 3.0 * position2 + 1.0
+    h10 = position3 - 2.0 * position2 + position
+    h01 = -2.0 * position3 + 3.0 * position2
+    h11 = position3 - position2
+    result = (
+        h00 * controls[segment]
+        + h10 * tangents[segment] * np.float32(0.25)
+        + h01 * controls[segment + 1]
+        + h11 * tangents[segment + 1] * np.float32(0.25)
+    )
+    return np.clip(result, 0.0, 1.0).astype(np.float32)
+
+
+def _apply_levels(image: FloatImage, settings: CorrectionSettings) -> FloatImage:
+    """Apply the master RGB curve, then the Red, Green, and Blue curves."""
+
+    rgb_points = settings.level_points("rgb")
+    channel_points = [settings.level_points(channel) for channel in LEVEL_CHANNELS[1:]]
+    result = _monotone_curve(image, rgb_points)
+    if result is image and any(points != LEVEL_DEFAULTS for points in channel_points):
+        result = image.copy()
+    for index, points in enumerate(channel_points):
+        result[..., index] = _monotone_curve(
+            result[..., index],
+            points,
+        )
+    return result
+
+
 def _apply_color(image: FloatImage, settings: CorrectionSettings) -> FloatImage:
     luma = _rgb_luma(image)[..., None]
     chroma = image - luma
@@ -324,6 +403,7 @@ def correct_image(
     fusion_amount = settings.dehaze * (0.62 + analysis.haze * 0.38)
     corrected = _multiscale_fusion(corrected, fusion_amount)
     corrected = _apply_tone(corrected, settings)
+    corrected = _apply_levels(corrected, settings)
     corrected = _apply_color(corrected, settings)
     corrected = _apply_detail(corrected, settings.clarity, settings.denoise)
 
diff --git a/src/reeftone/static/app.js b/src/reeftone/static/app.js
index d25169f..5403f1e 100644
--- a/src/reeftone/static/app.js
+++ b/src/reeftone/static/app.js
@@ -1,6 +1,10 @@
 const $ = (selector, root = document) => root.querySelector(selector);
 const $$ = (selector, root = document) => [...root.querySelectorAll(selector)];
-const APP_VERSION = "0.4.1";
+const APP_VERSION = "0.5.0";
+const LEVEL_CHANNELS = ["rgb", "red", "green", "blue"];
+const LEVEL_POINTS = ["black", "shadows", "midtone", "highlights", "white"];
+const LEVEL_DEFAULTS = [0, 0.25, 0.5, 0.75, 1];
+const LEVEL_VIEW = {width: 288, height: 128, padding: 12};
 
 const state = {
   session: null,
@@ -26,6 +30,7 @@ const state = {
   originalUrl: null,
   dragDepth: 0,
   sampling: false,
+  levelsChannel: "rgb",
 };
 
 const elements = {
@@ -59,6 +64,12 @@ const elements = {
   colorCard: $("#colorCard"),
   colorCardContent: $("#colorCardContent"),
   zoomPercent: $("#zoomPercent"),
+  levelsControl: $("#levelsControl"),
+  levelsChannel: $("#levelsChannel"),
+  levelsEditor: $("#levelsEditor"),
+  levelsCurve: $("#levelsCurve"),
+  levelsMarkers: $("#levelsMarkers"),
+  levelsHistogram: $("#levelsHistogram"),
 };
 
 function formatBytes(bytes) {
@@ -199,6 +210,7 @@ async function activateSession(session) {
   elements.original.src = state.originalUrl;
   elements.corrected.src = state.originalUrl;
   await elements.original.decode();
+  drawLevelsHistogram();
   scrollToTop();
   alignImageLayers();
   setSwipeEnabled(true);
@@ -353,6 +365,12 @@ function effectiveSettings() {
   state.bypassed.forEach(name => {
     if (Object.hasOwn(effective, name)) effective[name] = 0;
   });
+  LEVEL_CHANNELS.forEach(channel => {
+    if (!state.bypassed.has(`levels_${channel}`)) return;
+    LEVEL_POINTS.forEach((point, index) => {
+      effective[`levels_${channel}_${point}`] = LEVEL_DEFAULTS[index];
+    });
+  });
   return effective;
 }
 
@@ -421,6 +439,7 @@ function syncControls() {
   });
   $("#autoToggle").checked = state.settings.auto_restore > 0;
   syncSampleStatus();
+  renderLevelsControl();
 }
 
 function applyPreset(name, record = true) {
@@ -492,6 +511,169 @@ function addPerControlActions() {
   });
 }
 
+function levelsKey(channel, point) {
+  return `levels_${channel}_${point}`;
+}
+
+function levelsValues(channel = state.levelsChannel) {
+  return LEVEL_POINTS.map((point, index) => Number(
+    state.settings[levelsKey(channel, point)] ?? LEVEL_DEFAULTS[index]
+  ));
+}
+
+function monotoneCurveValue(input, values) {
+  const delta = values.slice(1).map((value, index) => (value - values[index]) * 4);
+  const tangents = [0, 0, 0, 0, 0];
+  for (let index = 1; index < 4; index += 1) {
+    const before = delta[index - 1];
+    const after = delta[index];
+    if (before > 0 && after > 0) tangents[index] = 2 * before * after / (before + after);
+  }
+  tangents[0] = (3 * delta[0] - delta[1]) / 2;
+  if (tangents[0] * delta[0] <= 0) tangents[0] = 0;
+  else if (Math.abs(tangents[0]) > 3 * Math.abs(delta[0])) tangents[0] = 3 * delta[0];
+  tangents[4] = (3 * delta[3] - delta[2]) / 2;
+  if (tangents[4] * delta[3] <= 0) tangents[4] = 0;
+  else if (Math.abs(tangents[4]) > 3 * Math.abs(delta[3])) tangents[4] = 3 * delta[3];
+
+  const scaled = Math.max(0, Math.min(1, input)) * 4;
+  const segment = Math.min(Math.floor(scaled), 3);
+  const position = scaled - segment;
+  const position2 = position * position;
+  const position3 = position2 * position;
+  return Math.max(0, Math.min(1,
+    (2 * position3 - 3 * position2 + 1) * values[segment]
+    + (position3 - 2 * position2 + position) * tangents[segment] * 0.25
+    + (-2 * position3 + 3 * position2) * values[segment + 1]
+    + (position3 - position2) * tangents[segment + 1] * 0.25
+  ));
+}
+
+function levelCoordinates(index, value) {
+  const {width, height, padding} = LEVEL_VIEW;
+  return {
+    x: padding + index * (width - padding * 2) / 4,
+    y: padding + (1 - value) * (height - padding * 2),
+  };
+}
+
+function renderLevelsControl() {
+  if (!elements.levelsControl) return;
+  const channel = state.levelsChannel;
+  const values = levelsValues(channel);
+  elements.levelsChannel.value = channel;
+  elements.levelsControl.dataset.channel = channel;
+  const channelLabel = channel === "rgb"
+    ? "RGB"
+    : channel[0].toUpperCase() + channel.slice(1);
+  elements.levelsEditor.setAttribute(
+    "aria-label",
+    `${channelLabel} five-point levels curve`,
+  );
+  const bypassed = state.bypassed.has(`levels_${channel}`);
+  elements.levelsControl.classList.toggle("bypassed", bypassed);
+  $("#levelsBypass").setAttribute("aria-pressed", String(!bypassed));
+  $("#levelsBypass").title = bypassed
+    ? `Enable ${channelLabel} levels`
+    : `Temporarily disable ${channelLabel} levels`;
+
+  const samples = Array.from({length: 97}, (_, index) => {
+    const input = index / 96;
+    const {x, y} = levelCoordinates(input * 4, monotoneCurveValue(input, values));
+    return `${index ? "L" : "M"}${x.toFixed(2)} ${y.toFixed(2)}`;
+  });
+  elements.levelsCurve.setAttribute("d", samples.join(" "));
+  elements.levelsMarkers.innerHTML = values.map((value, index) => {
+    const {x, y} = levelCoordinates(index, value);
+    const point = LEVEL_POINTS[index];
+    const label = point[0].toUpperCase() + point.slice(1);
+    return `<circle class="levels-marker" data-level-index="${index}" cx="${x}" cy="${y}" r="6" tabindex="0" role="slider" aria-label="${label}" aria-valuemin="0" aria-valuemax="100" aria-valuenow="${Math.round(value * 100)}"></circle>`;
+  }).join("");
+}
+
+function drawLevelsHistogram() {
+  if (!elements.levelsHistogram) return;
+  const context = elements.levelsHistogram.getContext("2d");
+  const {width, height, padding} = LEVEL_VIEW;
+  context.clearRect(0, 0, width, height);
+  if (!state.session || !elements.original.complete || !elements.original.naturalWidth) return;
+
+  const sample = document.createElement("canvas");
+  const scale = Math.min(1, 256 / Math.max(
+    elements.original.naturalWidth,
+    elements.original.naturalHeight,
+  ));
+  sample.width = Math.max(1, Math.round(elements.original.naturalWidth * scale));
+  sample.height = Math.max(1, Math.round(elements.original.naturalHeight * scale));
+  const sampleContext = sample.getContext("2d", {willReadFrequently: true});
+  sampleContext.drawImage(elements.original, 0, 0, sample.width, sample.height);
+  const data = sampleContext.getImageData(0, 0, sample.width, sample.height).data;
+  const bins = new Uint32Array(64);
+  const channelIndex = {red: 0, green: 1, blue: 2}[state.levelsChannel];
+  for (let offset = 0; offset < data.length; offset += 4) {
+    const value = channelIndex === undefined
+      ? data[offset] * 0.2126 + data[offset + 1] * 0.7152 + data[offset + 2] * 0.0722
+      : data[offset + channelIndex];
+    bins[Math.min(63, Math.floor(value / 4))] += 1;
+  }
+  const peak = Math.max(...bins, 1);
+  const color = {
+    rgb: "rgba(108,224,196,.48)",
+    red: "rgba(255,143,131,.48)",
+    green: "rgba(121,229,155,.48)",
+    blue: "rgba(118,183,255,.48)",
+  }[state.levelsChannel];
+  context.beginPath();
+  context.moveTo(padding, height - padding);
+  bins.forEach((count, index) => {
+    const x = padding + index / (bins.length - 1) * (width - padding * 2);
+    const y = height - padding - Math.sqrt(count / peak) * (height - padding * 2);
+    context.lineTo(x, y);
+  });
+  context.lineTo(width - padding, height - padding);
+  context.closePath();
+  context.fillStyle = color;
+  context.fill();
+}
+
+function setLevelValue(index, value, record = false) {
+  const channel = state.levelsChannel;
+  const values = levelsValues(channel);
+  const minimum = index === 0 ? 0 : values[index - 1];
+  const maximum = index === 4 ? 1 : values[index + 1];
+  const next = Math.max(minimum, Math.min(maximum, value));
+  const previous = record ? settingsSnapshot() : null;
+  state.settings[levelsKey(channel, LEVEL_POINTS[index])] = Number(next.toFixed(4));
+  state.bypassed.delete(`levels_${channel}`);
+  if (previous !== null) pushHistory(previous);
+  renderLevelsControl();
+  clearPresetSelection();
+  schedulePreview(record ? 0 : 80);
+}
+
+function resetLevelsChannel() {
+  const previous = settingsSnapshot();
+  LEVEL_POINTS.forEach((point, index) => {
+    state.settings[levelsKey(state.levelsChannel, point)] = LEVEL_DEFAULTS[index];
+  });
+  state.bypassed.delete(`levels_${state.levelsChannel}`);
+  pushHistory(previous);
+  renderLevelsControl();
+  clearPresetSelection();
+  schedulePreview(0);
+}
+
+function toggleLevelsBypass() {
+  const previous = settingsSnapshot();
+  const name = `levels_${state.levelsChannel}`;
+  if (state.bypassed.has(name)) state.bypassed.delete(name);
+  else state.bypassed.add(name);
+  pushHistory(previous);
+  renderLevelsControl();
+  clearPresetSelection();
+  schedulePreview(0);
+}
+
 function syncSampleStatus() {
   const active = Number(state.settings.sample_strength || 0) > 0;
   $("#sampleStatus").hidden = !active;
@@ -761,7 +943,7 @@ function setZoomMode(mode) {
 }
 
 function focalZoom(direction, event) {
-  setZoomScale(state.zoomScale + direction * 0.1, "manual", event);
+  setZoomScale(state.zoomScale + direction * 0.25, "manual", event);
 }
 
 function handleImageClick(event) {
@@ -850,6 +1032,57 @@ function bindEvents() {
     button.addEventListener("click", () => setZoomMode(button.dataset.zoom));
   });
   $("#zoomStepButton").addEventListener("click", () => setZoomTool(!state.zoomTool));
+  elements.levelsChannel.addEventListener("change", event => {
+    state.levelsChannel = event.target.value;
+    renderLevelsControl();
+    drawLevelsHistogram();
+  });
+  $("#levelsReset").addEventListener("click", resetLevelsChannel);
+  $("#levelsBypass").addEventListener("click", toggleLevelsBypass);
+
+  let levelsDrag = null;
+  elements.levelsEditor.addEventListener("pointerdown", event => {
+    const marker = event.target.closest(".levels-marker");
+    if (!marker) return;
+    levelsDrag = {
+      pointerId: event.pointerId,
+      index: Number(marker.dataset.levelIndex),
+      previous: settingsSnapshot(),
+    };
+    elements.levelsEditor.setPointerCapture(event.pointerId);
+    event.preventDefault();
+  });
+  elements.levelsEditor.addEventListener("pointermove", event => {
+    if (!levelsDrag || levelsDrag.pointerId !== event.pointerId) return;
+    const rect = elements.levelsEditor.getBoundingClientRect();
+    const y = (event.clientY - rect.top) / rect.height * LEVEL_VIEW.height;
+    const value = 1 - (y - LEVEL_VIEW.padding) / (
+      LEVEL_VIEW.height - LEVEL_VIEW.padding * 2
+    );
+    setLevelValue(levelsDrag.index, value);
+  });
+  const finishLevelsDrag = event => {
+    if (!levelsDrag || levelsDrag.pointerId !== event.pointerId) return;
+    const previous = levelsDrag.previous;
+    levelsDrag = null;
+    pushHistory(previous);
+    schedulePreview(0);
+  };
+  elements.levelsEditor.addEventListener("pointerup", finishLevelsDrag);
+  elements.levelsEditor.addEventListener("pointercancel", finishLevelsDrag);
+  elements.levelsEditor.addEventListener("keydown", event => {
+    const marker = event.target.closest(".levels-marker");
+    const supported = ["ArrowUp", "ArrowRight", "ArrowDown", "ArrowLeft"];
+    if (!marker || !supported.includes(event.key)) return;
+    event.preventDefault();
+    const direction = ["ArrowUp", "ArrowRight"].includes(event.key) ? 1 : -1;
+    const index = Number(marker.dataset.levelIndex);
+    setLevelValue(
+      index,
+      levelsValues()[index] + direction * (event.shiftKey ? 0.05 : 0.01),
+      true,
+    );
+  });
 
   $$(".presets button").forEach(button => button.addEventListener("click", () => applyPreset(button.dataset.preset)));
   elements.eyedropperButton.addEventListener("click", () => {
diff --git a/src/reeftone/static/index.html b/src/reeftone/static/index.html
index 4175dba..b95dc99 100644
--- a/src/reeftone/static/index.html
+++ b/src/reeftone/static/index.html
@@ -5,10 +5,10 @@
   <meta name="viewport" content="width=device-width, initial-scale=1">
   <meta name="theme-color" content="#08110f">
   <meta name="description" content="ReefTone — adaptive underwater color restoration.">
-  <meta name="reeftone-version" content="0.4.1">
+  <meta name="reeftone-version" content="0.5.0">
   <title>ReefTone Studio</title>
   <link rel="icon" href="/static/favicon.svg" type="image/svg+xml">
-  <link rel="stylesheet" href="/static/styles.css?v=0.4.1">
+  <link rel="stylesheet" href="/static/styles.css?v=0.5.0">
 </head>
 <body>
   <div class="app" id="app">
@@ -80,7 +80,7 @@
               <button type="button" data-zoom="1" title="One image pixel per screen pixel">1:1</button>
               <button type="button" data-zoom="fill" title="Fill the canvas">Fill</button>
               <button type="button" data-zoom="2" title="Two screen pixels per image pixel">2:1</button>
-              <button id="zoomStepButton" type="button" aria-pressed="false" title="Select magnifier: click the image +10%, right-click −10%">
+              <button id="zoomStepButton" type="button" aria-pressed="false" title="Select magnifier: click the image +25%, right-click −25%">
                 <svg viewBox="0 0 24 24"><circle cx="10.5" cy="10.5" r="6.5"/><path d="m15.5 15.5 5 5M10.5 7.5v6m-3-3h6"/></svg>
                 <span id="zoomPercent">100%</span>
               </button>
@@ -210,6 +210,40 @@ <h2>Color restoration</h2>
             </div>
           </section>
 
+          <section class="control-section levels-section" id="levelsSection">
+            <div class="section-heading levels-heading">
+              <div><h3>Levels</h3><p>Five-point tonal curve</p></div>
+              <div class="levels-toolbar">
+                <label>
+                  <span class="visually-hidden">Levels channel</span>
+                  <select id="levelsChannel" aria-label="Levels channel">
+                    <option value="rgb">RGB</option>
+                    <option value="red">Red</option>
+                    <option value="green">Green</option>
+                    <option value="blue">Blue</option>
+                  </select>
+                </label>
+                <button class="mini-control" id="levelsReset" type="button" title="Reset selected levels channel" aria-label="Reset selected levels channel">
+                  <svg viewBox="0 0 24 24"><path d="M5 8v5h5"/><path d="M6.4 16a7 7 0 1 0 .2-8.2L5 10"/></svg>
+                </button>
+                <button class="mini-control bypass-control" id="levelsBypass" type="button" title="Temporarily disable selected levels channel" aria-label="Toggle selected levels channel" aria-pressed="true">
+                  <svg viewBox="0 0 24 24"><path d="M2.5 12s3.5-5 9.5-5 9.5 5 9.5 5-3.5 5-9.5 5-9.5-5-9.5-5Z"/><circle cx="12" cy="12" r="2.5"/></svg>
+                </button>
+              </div>
+            </div>
+            <div class="levels-control" id="levelsControl" data-channel="rgb">
+              <canvas id="levelsHistogram" width="288" height="128" aria-hidden="true"></canvas>
+              <svg id="levelsEditor" viewBox="0 0 288 128" role="group" aria-label="RGB five-point levels curve">
+                <path class="levels-grid" d="M12 12V116M78 12V116M144 12V116M210 12V116M276 12V116M12 12H276M12 38H276M12 64H276M12 90H276M12 116H276"/>
+                <path class="levels-curve" id="levelsCurve"></path>
+                <g id="levelsMarkers"></g>
+              </svg>
+            </div>
+            <div class="levels-labels" aria-hidden="true">
+              <span>Black</span><span>Shadows</span><span>Midtone</span><span>Highlights</span><span>White</span>
+            </div>
+          </section>
+
           <section class="control-section">
             <div class="section-heading">
               <div><h3>Auto Restore</h3><p>Scene-aware color recovery</p></div>
@@ -245,6 +279,10 @@ <h2>Color restoration</h2>
                 <span>Red recovery</span><output data-output="red_recovery">95</output>
                 <input data-setting="red_recovery" type="range" min="0" max="1.5" step=".01" value=".95">
               </label>
+              <label class="slider-control bipolar">
+                <span>Green correction</span><output data-output="green_correction">0</output>
+                <input data-setting="green_correction" type="range" min="-1" max="1" step=".01" value="0">
+              </label>
               <label class="slider-control bipolar">
                 <span>Blue balance</span><output data-output="blue_balance">+24</output>
                 <input data-setting="blue_balance" type="range" min="-1" max="1" step=".01" value=".24">
@@ -340,6 +378,6 @@ <h2>Color restoration</h2>
   </dialog>
 
   <div class="toast-region" id="toastRegion" aria-live="polite"></div>
-  <script src="/static/app.js?v=0.4.1" defer></script>
+  <script src="/static/app.js?v=0.5.0" defer></script>
 </body>
 </html>
diff --git a/src/reeftone/static/styles.css b/src/reeftone/static/styles.css
index 6326449..d8c76c1 100644
--- a/src/reeftone/static/styles.css
+++ b/src/reeftone/static/styles.css
@@ -22,10 +22,11 @@
 * { box-sizing: border-box; }
 html, body { width: 100%; height: 100%; margin: 0; overflow: hidden; }
 body { background: var(--bg); color: var(--text); }
-button, input { font: inherit; }
+button, input, select { font: inherit; }
 button { color: inherit; }
 svg { display: block; fill: none; stroke: currentColor; stroke-width: 1.75; stroke-linecap: round; stroke-linejoin: round; }
 [hidden] { display: none !important; }
+.visually-hidden { position: absolute; width: 1px; height: 1px; padding: 0; margin: -1px; overflow: hidden; clip: rect(0, 0, 0, 0); white-space: nowrap; border: 0; }
 
 .app { height: 100%; display: grid; grid-template-rows: 64px minmax(0, 1fr); }
 .topbar {
@@ -208,6 +209,33 @@ h1, h2, h3, p { margin-top: 0; }
 .slider-control.bypassed .bypass-control { color: var(--accent); background: rgba(108,224,196,.10); }
 .master-control { padding-top: 2px; }
 
+.levels-heading { align-items: flex-start; margin-bottom: 10px; }
+.levels-toolbar { display: flex; align-items: center; gap: 4px; }
+.levels-toolbar label { display: flex; }
+.levels-toolbar select { min-width: 67px; height: 25px; padding: 0 21px 0 8px; border: 1px solid var(--line-strong); border-radius: 6px; color: #c8d7d2; background: var(--surface-2); font-size: 8px; cursor: pointer; }
+.levels-toolbar select:focus-visible { outline: 2px solid var(--accent); outline-offset: 1px; }
+.levels-control { position: relative; width: 100%; aspect-ratio: 9 / 4; overflow: hidden; border: 1px solid var(--line); border-radius: 8px; background: linear-gradient(180deg, rgba(255,255,255,.025), rgba(0,0,0,.10)); transition: opacity .16s; touch-action: none; }
+.levels-control canvas, .levels-control svg { position: absolute; inset: 0; width: 100%; height: 100%; }
+.levels-control canvas { opacity: .46; }
+.levels-control svg { overflow: visible; }
+.levels-grid { fill: none; stroke: rgba(196,239,225,.09); stroke-width: 1; vector-effect: non-scaling-stroke; }
+.levels-curve { fill: none; stroke: var(--accent); stroke-width: 2; stroke-linecap: round; vector-effect: non-scaling-stroke; }
+.levels-marker { fill: #c9f7eb; stroke: #0d1816; stroke-width: 2; cursor: ns-resize; vector-effect: non-scaling-stroke; }
+.levels-marker:hover, .levels-marker:focus-visible { fill: #fff; stroke: var(--accent); outline: none; }
+.levels-control[data-channel="red"] .levels-curve { stroke: #ff8f83; }
+.levels-control[data-channel="red"] .levels-marker { fill: #ffc0b8; }
+.levels-control[data-channel="green"] .levels-curve { stroke: #79e59b; }
+.levels-control[data-channel="green"] .levels-marker { fill: #bcf4cb; }
+.levels-control[data-channel="blue"] .levels-curve { stroke: #76b7ff; }
+.levels-control[data-channel="blue"] .levels-marker { fill: #bcdcff; }
+.levels-control.bypassed canvas, .levels-control.bypassed .levels-grid,
+.levels-control.bypassed .levels-curve, .levels-control.bypassed .levels-marker { opacity: .3; }
+.levels-toolbar #levelsBypass[aria-pressed="false"] { color: var(--accent); background: rgba(108,224,196,.10); }
+.levels-labels { display: grid; grid-template-columns: repeat(5, 1fr); margin-top: 5px; color: var(--muted-2); font-size: 7px; }
+.levels-labels span { text-align: center; }
+.levels-labels span:first-child { text-align: left; }
+.levels-labels span:last-child { text-align: right; }
+
 .balance-heading { align-items: flex-start; }
 .eyedropper-button {
   display: inline-flex;
diff --git a/tests/test_app.py b/tests/test_app.py
index ac30616..a61d698 100644
--- a/tests/test_app.py
+++ b/tests/test_app.py
@@ -13,18 +13,24 @@ def test_health() -> None:
     response = client.get("/api/health")
     assert response.status_code == 200
     assert response.json()["status"] == "ok"
+    assert response.json()["version"] == "0.5.0"
 
 
 def test_presets() -> None:
     response = client.get("/api/presets")
     assert response.status_code == 200
-    assert "natural" in response.json()["presets"]
+    natural = response.json()["presets"]["natural"]
+    assert natural["green_correction"] == 0
+    assert natural["levels_rgb_midtone"] == 0.5
 
 
 def test_home_loads_editor() -> None:
     response = client.get("/")
     assert response.status_code == 200
     assert "ReefTone Studio" in response.text
+    assert "Green correction" in response.text
+    assert "Five-point tonal curve" in response.text
+    assert "click the image +25%" in response.text
     assert 'class="icon-button close-dialog" type="button"' in response.text
 
 
@@ -45,12 +51,27 @@ def test_upload_preview_and_export(tmp_path, monkeypatch) -> None:
     assert preview.status_code == 200
     assert preview.headers["content-type"] == "image/jpeg"
 
+    processed_settings = []
+    original_correct_image = app_module.correct_image
+
+    def record_settings(image, settings):
+        processed_settings.append(settings)
+        return original_correct_image(image, settings)
+
+    monkeypatch.setattr(app_module, "correct_image", record_settings)
     exported = client.post(
         f"/api/session/{session_id}/export",
-        json={"format": "jpeg", "quality": 90},
+        json={
+            "format": "jpeg",
+            "quality": 90,
+            "green_correction": 0.2,
+            "levels_rgb_midtone": 0.6,
+        },
     )
     assert exported.status_code == 200
     assert exported.content.startswith(b"\xff\xd8")
+    assert processed_settings[0].green_correction == 0.2
+    assert processed_settings[0].levels_rgb_midtone == 0.6
 
     heic = client.post(
         f"/api/session/{session_id}/export",
diff --git a/tests/test_config.py b/tests/test_config.py
index bb46365..822f362 100644
--- a/tests/test_config.py
+++ b/tests/test_config.py
@@ -16,9 +16,29 @@ def test_mapping_ignores_unknown_values_and_clamps_ranges() -> None:
     assert not hasattr(settings, "unknown")
 
 
+def test_levels_mapping_enforces_monotonic_control_points() -> None:
+    settings = CorrectionSettings.from_mapping(
+        {
+            "levels_red_black": 0.6,
+            "levels_red_shadows": 0.2,
+            "levels_red_midtone": 0.4,
+            "levels_red_highlights": 0.8,
+            "levels_red_white": 0.7,
+        }
+    )
+    assert settings.level_points("red") == (0.6, 0.6, 0.6, 0.8, 0.8)
+    assert settings.to_dict()["green_correction"] == 0
+
+
 def test_presets_are_independent_settings() -> None:
     assert set(PRESETS) == {"natural", "vivid", "deep", "gentle", "dramatic"}
     assert PRESETS["deep"].dehaze > PRESETS["gentle"].dehaze
     assert PRESETS["dramatic"].contrast > PRESETS["natural"].contrast
     assert PRESETS["dramatic"].black_point > PRESETS["natural"].black_point
     assert PRESETS["gentle"].master < PRESETS["natural"].master
+    for preset in PRESETS.values():
+        assert preset.green_correction == 0
+        assert preset.level_points("rgb") == (0, 0.25, 0.5, 0.75, 1)
+        assert preset.level_points("red") == (0, 0.25, 0.5, 0.75, 1)
+        assert preset.level_points("green") == (0, 0.25, 0.5, 0.75, 1)
+        assert preset.level_points("blue") == (0, 0.25, 0.5, 0.75, 1)
diff --git a/tests/test_processor.py b/tests/test_processor.py
index 41a80ff..d8e6d97 100644
--- a/tests/test_processor.py
+++ b/tests/test_processor.py
@@ -14,6 +14,31 @@ def teal_test_image(height: int = 120, width: int = 180) -> np.ndarray:
     return np.clip(image, 0, 1)
 
 
+def identity_settings(**overrides: float) -> CorrectionSettings:
+    values = {
+        "master": 1,
+        "auto_restore": 0,
+        "red_recovery": 0,
+        "green_correction": 0,
+        "blue_balance": 0,
+        "dehaze": 0,
+        "temperature": 0,
+        "tint": 0,
+        "exposure": 0,
+        "contrast": 0,
+        "black_point": 0,
+        "white_point": 0,
+        "highlights": 0,
+        "shadows": 0,
+        "saturation": 0,
+        "vibrance": 0,
+        "clarity": 0,
+        "denoise": 0,
+    }
+    values.update(overrides)
+    return CorrectionSettings(**values)
+
+
 def test_analysis_detects_underwater_cast() -> None:
     analysis = analyze_image(teal_test_image())
     assert analysis.red_loss > 0.45
@@ -84,3 +109,48 @@ def test_sampled_neutral_point_changes_channel_balance() -> None:
     before_ratio = float(source[..., 0].mean() / source[..., 1].mean())
     after_ratio = float(corrected[..., 0].mean() / corrected[..., 1].mean())
     assert after_ratio > before_ratio * 1.8
+
+
+def test_green_correction_reduces_a_green_heavy_cast() -> None:
+    source = np.full((24, 32, 3), [0.2, 0.7, 0.3], dtype=np.float32)
+    corrected = correct_image(source, identity_settings(green_correction=1))
+    assert float(corrected[..., 1].mean()) < float(source[..., 1].mean()) - 0.05
+    np.testing.assert_allclose(corrected[..., 0], source[..., 0], atol=1e-6)
+    np.testing.assert_allclose(corrected[..., 2], source[..., 2], atol=1e-6)
+
+
+def test_neutral_levels_are_identity() -> None:
+    source = teal_test_image()
+    corrected = correct_image(source, identity_settings())
+    np.testing.assert_allclose(corrected, source, atol=2e-6)
+
+
+def test_levels_curve_is_monotonic_and_does_not_collapse_output() -> None:
+    ramp = np.linspace(0.02, 0.98, 1024, dtype=np.float32)
+    source = np.repeat(ramp[None, :, None], 3, axis=2)
+    settings = identity_settings(
+        levels_rgb_black=0.03,
+        levels_rgb_shadows=0.18,
+        levels_rgb_midtone=0.58,
+        levels_rgb_highlights=0.86,
+        levels_rgb_white=0.98,
+    )
+    corrected = correct_image(source, settings)
+    assert float(corrected.min()) > 0
+    assert np.all(np.diff(corrected[0, :, 0]) >= -1e-6)
+    assert np.isfinite(corrected).all()
+
+
+def test_per_channel_levels_only_change_the_selected_channel() -> None:
+    source = teal_test_image()
+    settings = identity_settings(
+        levels_red_black=0.08,
+        levels_red_shadows=0.34,
+        levels_red_midtone=0.62,
+        levels_red_highlights=0.82,
+        levels_red_white=1,
+    )
+    corrected = correct_image(source, settings)
+    assert np.mean(np.abs(corrected[..., 0] - source[..., 0])) > 0.02
+    np.testing.assert_allclose(corrected[..., 1], source[..., 1], atol=2e-6)
+    np.testing.assert_allclose(corrected[..., 2], source[..., 2], atol=2e-6)

From 9be103917d9b81b1403197210e466997333d34ee Mon Sep 17 00:00:00 2001
From: TomerSY <54842266+TomerSY@users.noreply.github.com>
Date: Tue, 28 Jul 2026 08:09:28 +0300
Subject: [PATCH 06/15] feat: align web editor with desktop 0.5.0

---
 CHANGELOG.md                |   7 +
 docs/roadmap.md             |   3 +-
 web/README.md               |  23 +-
 web/index.html              | 326 ++++++++++-------
 web/package.json            |   2 +-
 web/public/sw.js            |   2 +-
 web/src/color-math.js       | 166 +++++++--
 web/src/main.js             | 386 ++++++++++++++++++---
 web/src/style.css           | 675 +++++++++++++++++++++++++-----------
 web/test/color-math.test.js |  78 ++++-
 10 files changed, 1254 insertions(+), 414 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4aa4a82..7536f1d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -20,6 +20,10 @@ small refinements.
 - Per-setting reset and bypass, undo/redo, copied edits, neutral eyedropper,
   swipe/full-image comparison, magnifier zoom, and drag-to-pan
 - Browser-side underwater scene analysis and the shared Python settings contract
+- Web parity with the canonical desktop typography, spacing, toolbar, inspector,
+  Levels graph, disabled states, and responsive breakpoints
+- Browser Green correction and five-point RGB/Red/Green/Blue Levels in preview
+  and full-resolution worker export
 
 ### Fixed
 
@@ -28,6 +32,9 @@ small refinements.
   a reliable local Canvas renderer prevents black after-images
 - Navigation now checks the network before an offline cache to prevent stale
   alpha releases from remaining visible after deployment
+- Web magnifier focal zoom now follows the desktop 25-percentage-point step
+- Unsupported web formats and color workflows remain visible in their desktop
+  locations but are explicitly disabled instead of appearing functional
 
 ### Planned
 
diff --git a/docs/roadmap.md b/docs/roadmap.md
index daad9e7..3864e80 100644
--- a/docs/roadmap.md
+++ b/docs/roadmap.md
@@ -13,7 +13,8 @@
 ## Phase 2 — browser-local public alpha (current)
 
 - static PWA with no image upload endpoint
-- local JPEG/PNG decode, WebGPU preview, and worker-based export
+- local JPEG/PNG decode, reliable Canvas preview, and worker-based export
+- desktop-matched web interface plus Green correction and five-point Levels
 - responsive desktop and mobile editing workspace
 - browser capability detection and explicit format limitations
 - shared settings contract and cross-runtime reference fixtures
diff --git a/web/README.md b/web/README.md
index 2c72c60..5b8b6b8 100644
--- a/web/README.md
+++ b/web/README.md
@@ -11,10 +11,14 @@ Available now:
 - local JPEG and PNG opening by file picker or drag-and-drop
 - reliable Canvas 2D preview with local underwater scene analysis
 - Natural, Vivid, Deep water, Gentle, and Dramatic looks
-- the full Python settings contract: Light, Auto Restore, White Balance,
-  Presence, and Overall Mix
+- the canonical desktop UI tokens, typography, toolbar, inspector order, labels,
+  control shapes, disabled states, and responsive breakpoints
+- the full Python settings contract: Light, four-channel five-point Levels,
+  Auto Restore, White Balance including Green correction, Presence, and Overall Mix
 - per-setting reset and bypass, undo/redo, copied edits, and a neutral eyedropper
-- swipe or whole-image comparison plus magnifier zoom and drag-to-pan
+- channel-group Levels reset/bypass, monotonic pointer and keyboard markers, and
+  the same RGB → Red → Green → Blue float curve order in preview and export
+- swipe or whole-image comparison plus 25-point focal magnifier zoom and drag-to-pan
 - full-resolution JPEG or PNG export in a Web Worker
 - installable PWA metadata and a small offline application shell
 - browser capability reporting for WebGPU, Display P3, HDR displays,
@@ -27,9 +31,14 @@ Not available in this alpha:
 - Display P3 or HDR working/output spaces
 - exact parity with the Python correction pipeline
 - video processing
+- TIFF or 10-bit export
+- the desktop local-folder library and other service-dependent actions
 
-The app labels these limitations in the interface. An unsupported image is never
-silently converted or presented as profile-preserving.
+The app keeps these controls in their desktop locations but visibly disables them
+with concise capability text. An unsupported image is never silently converted or
+presented as profile-preserving. JPEG and PNG remain the only enabled inputs and
+outputs. Full-resolution export additionally requires worker `OffscreenCanvas`
+and is reported as unavailable when the browser does not provide it.
 
 ## Privacy model
 
@@ -60,7 +69,9 @@ Vite writes the deployable static application to `web/dist/`.
 ## Architecture direction
 
 The JavaScript correction now shares the Python editor's defaults, ranges,
-presets, scene-analysis concepts, and processing order. Expensive OpenCV
+presets, Green correction, Levels contract, scene-analysis concepts, and processing
+order. The web stylesheet starts from the checked-in desktop stylesheet, with a
+small web-only layer for the Canvas renderer and unavailable capabilities. Expensive OpenCV
 operations—especially CLAHE and multiscale pyramid fusion—are represented by a
 lighter browser approximation, so this is still not a claim of pixel parity.
 The next technical milestone is to move a shared, color-managed image core into
diff --git a/web/index.html b/web/index.html
index 8c3aa3f..6dbf40e 100644
--- a/web/index.html
+++ b/web/index.html
@@ -1,215 +1,295 @@
 <!doctype html>
 <html lang="en">
 <head>
-  <meta charset="UTF-8">
+  <meta charset="utf-8">
   <meta name="viewport" content="width=device-width, initial-scale=1">
-  <meta name="theme-color" content="#07110f">
-  <meta name="description" content="ReefTone Web Alpha — private underwater photo correction that runs on your device.">
+  <meta name="theme-color" content="#08110f">
+  <meta name="description" content="ReefTone Web — private underwater color restoration that runs on your device.">
+  <meta name="reeftone-version" content="0.5.0-alpha.3">
   <meta property="og:type" content="website">
-  <meta property="og:title" content="ReefTone Web Alpha">
+  <meta property="og:title" content="ReefTone Web">
   <meta property="og:description" content="Private underwater photo correction that runs entirely on your device.">
   <meta property="og:image" content="__REEFTONE_ORIGIN__/og.png">
   <meta property="og:image:width" content="1200">
   <meta property="og:image:height" content="630">
   <meta property="og:image:alt" content="A naturally color-corrected sea turtle swimming over a coral reef.">
   <meta name="twitter:card" content="summary_large_image">
-  <meta name="twitter:title" content="ReefTone Web Alpha">
+  <meta name="twitter:title" content="ReefTone Web">
   <meta name="twitter:description" content="Private underwater photo correction that runs entirely on your device.">
   <meta name="twitter:image" content="__REEFTONE_ORIGIN__/og.png">
-  <title>ReefTone Web Alpha</title>
+  <title>ReefTone Studio · Web</title>
   <link rel="manifest" href="/manifest.webmanifest">
   <link rel="icon" href="/favicon.svg" type="image/svg+xml">
 </head>
 <body>
-  <div class="app-shell">
+  <div class="app" id="app">
     <header class="topbar">
-      <a class="brand" href="/" aria-label="ReefTone Web home">
-        <span class="brand-mark" aria-hidden="true">R</span>
-        <span><strong>ReefTone</strong><small>Studio · Web Alpha</small></span>
-      </a>
-      <div class="document-state">
-        <strong id="documentName">New restoration</strong>
-        <small id="documentMeta">Ready · nothing leaves this device</small>
+      <button class="brand" type="button" id="homeButton" aria-label="ReefTone home">
+        <span class="brand-mark" aria-hidden="true">
+          <svg viewBox="0 0 32 32"><path d="M5 19c4.4-7.5 9.7-11.2 16-11 2.5.1 4.5.8 6 2-5.8.4-10.1 2.7-13 6.7C11.5 20.2 8.5 22 5 22v-3Z"/><path d="M6 25c5.4-.2 9.2-2 11.6-5.3 2.1-2.9 5.2-4.6 9.4-5.1-1.2 5.6-4.7 9.3-10.4 11.2-4.2 1.4-7.7 1.1-10.6-.8Z"/></svg>
+        </span>
+        <span><strong>ReefTone</strong><small>Studio</small></span>
+      </button>
+
+      <div class="document-title" id="documentTitle" aria-live="polite">
+        <span class="document-name" id="documentName">New restoration</span>
+        <span class="save-state" id="documentMeta">Ready · local browser edition</span>
       </div>
+
       <div class="top-actions">
-        <span class="privacy-pill"><i></i>Local &amp; private</span>
-        <button class="icon-button" id="undoButton" type="button" aria-label="Undo" title="Undo" disabled>↶</button>
-        <button class="icon-button" id="redoButton" type="button" aria-label="Redo" title="Redo" disabled>↷</button>
-        <button class="secondary-button" id="openButton" type="button">Open photo</button>
-        <button class="primary-button" id="exportJpeg" type="button" disabled>Export JPEG</button>
+        <span class="privacy-pill" title="Your images stay on this device">
+          <span class="status-dot"></span> Local &amp; private
+        </span>
+        <button class="icon-button" id="undoButton" type="button" disabled aria-label="Undo" title="Undo (⌘Z)">
+          <svg viewBox="0 0 24 24"><path d="M9 7 4 12l5 5"/><path d="M5 12h8a6 6 0 0 1 6 6"/></svg>
+        </button>
+        <button class="icon-button" id="redoButton" type="button" disabled aria-label="Redo" title="Redo (⇧⌘Z)">
+          <svg viewBox="0 0 24 24"><path d="m15 7 5 5-5 5"/><path d="M19 12h-8a6 6 0 0 0-6 6"/></svg>
+        </button>
+        <button class="primary-button" id="exportButton" type="button" disabled>
+          <svg viewBox="0 0 24 24"><path d="M12 3v12m0 0 4-4m-4 4-4-4"/><path d="M5 19h14"/></svg>
+          Export
+        </button>
       </div>
     </header>
 
     <main class="workspace">
-      <section class="preview-panel" aria-label="Photo preview">
-        <div class="alpha-notice">
-          <strong>0.5.0 alpha.2</strong>
-          <span>Local browser edition · the Python editor remains the color-quality reference.</span>
+      <section class="canvas-area" aria-label="Image preview">
+        <div class="canvas-toolbar" id="canvasToolbar" hidden>
+          <div class="toolbar-left">
+            <div class="segmented presets" role="group" aria-label="Looks">
+              <button type="button" class="active" data-preset="natural">Natural</button>
+              <button type="button" data-preset="vivid">Vivid</button>
+              <button type="button" data-preset="deep">Deep water</button>
+              <button type="button" data-preset="gentle">Gentle</button>
+              <button type="button" data-preset="dramatic">Dramatic</button>
+            </div>
+            <section class="canvas-color-info" id="colorCard">
+              <button class="color-card-toggle" id="colorCardToggle" type="button" aria-expanded="false" aria-controls="colorCardContent">
+                <svg viewBox="0 0 24 24"><circle cx="12" cy="12" r="9"/><path d="M12 11v5m0-8h.01"/></svg>
+                <span><strong>Color information</strong><small id="sourceSummary">Browser-decoded preview</small></span>
+                <svg class="disclosure-icon" viewBox="0 0 24 24"><path d="m8 10 4 4 4-4"/></svg>
+              </button>
+              <div class="color-card-content" id="colorCardContent" hidden>
+                <div class="color-card-heading">
+                  <span><strong>Browser working preview</strong><small id="capabilitySummary">Checking device capabilities</small></span>
+                  <span class="color-badges"><span>SDR</span><span>sRGB</span></span>
+                </div>
+                <div id="sourceDetails"></div>
+                <div class="capability-grid" id="capabilityGrid"></div>
+              </div>
+            </section>
+          </div>
+          <div class="toolbar-right">
+            <button class="tool-button active" id="swipeToggle" type="button" aria-pressed="true">
+              <svg viewBox="0 0 24 24"><path d="M12 3v18"/><rect x="3" y="5" width="18" height="14" rx="2"/></svg>
+              Swipe
+            </button>
+            <button class="tool-button" id="beforeAfterButton" type="button" disabled aria-pressed="false">Before</button>
+            <div class="zoom-controls segmented" role="group" aria-label="Preview zoom">
+              <button type="button" data-zoom="fit" class="active" title="Fit the entire image">Fit</button>
+              <button type="button" data-zoom=".5" title="Half-size pixels">1:2</button>
+              <button type="button" data-zoom="1" title="One image pixel per screen pixel">1:1</button>
+              <button type="button" data-zoom="fill" title="Fill the canvas">Fill</button>
+              <button type="button" data-zoom="2" title="Two screen pixels per image pixel">2:1</button>
+              <button id="zoomToolButton" type="button" aria-pressed="false" title="Select magnifier: click the image +25%, right-click −25%">
+                <svg viewBox="0 0 24 24"><circle cx="10.5" cy="10.5" r="6.5"/><path d="m15.5 15.5 5 5M10.5 7.5v6m-3-3h6"/></svg>
+                <span id="zoomPercent">100%</span>
+              </button>
+            </div>
+          </div>
         </div>
 
         <div class="empty-state" id="emptyState">
-          <div class="empty-orbit" aria-hidden="true"><span></span><i></i></div>
+          <div class="empty-visual" aria-hidden="true">
+            <div class="orb orb-one"></div>
+            <div class="orb orb-two"></div>
+            <svg viewBox="0 0 180 140">
+              <defs><linearGradient id="photoFill" x1="0" y1="0" x2="1" y2="1"><stop offset="0" stop-color="#235f62"/><stop offset="1" stop-color="#0c282b"/></linearGradient></defs>
+              <rect x="25" y="14" width="130" height="108" rx="14" fill="url(#photoFill)" stroke="#5dc8b5" stroke-opacity=".35"/>
+              <circle cx="65" cy="50" r="12" fill="#d8f9e8" fill-opacity=".72"/>
+              <path d="m35 105 36-36 22 20 15-14 37 30H35Z" fill="#74d0ba" fill-opacity=".48"/>
+              <path d="M88 42c19 10 32 25 39 45" fill="none" stroke="#d8f9e8" stroke-opacity=".5" stroke-width="3" stroke-linecap="round"/>
+              <path d="m119 77 9 11 2-14" fill="none" stroke="#d8f9e8" stroke-width="3" stroke-linecap="round" stroke-linejoin="round"/>
+            </svg>
+          </div>
           <p class="eyebrow">Your underwater darkroom</p>
           <h1>Bring the reef back to life.</h1>
           <p>Choose a JPEG or PNG. ReefTone reads the water cast, restores lost color, and creates the download directly on this device.</p>
-          <button class="primary-button large" id="chooseButton" type="button">Choose a local photo</button>
-          <small>JPEG · PNG · local processing · HEIC and HDR follow after color-safe validation</small>
-        </div>
-
-        <div class="editor-stage" id="editorStage" hidden>
-          <div class="studio-toolbar">
-            <div class="toolbar-group">
-              <div class="segmented presets" id="presetButtons" role="group" aria-label="Looks">
-                <button class="active" type="button" data-preset="natural">Natural</button>
-                <button type="button" data-preset="vivid">Vivid</button>
-                <button type="button" data-preset="deep">Deep water</button>
-                <button type="button" data-preset="gentle">Gentle</button>
-                <button type="button" data-preset="dramatic">Dramatic</button>
-              </div>
-              <details class="source-card" id="sourceCard">
-                <summary>Color information <small id="sourceSummary">Browser-decoded preview</small></summary>
-                <div id="sourceDetails"></div>
-              </details>
-            </div>
-            <div class="toolbar-group right">
-              <button class="tool-button active" id="swipeToggle" type="button" aria-pressed="true">Swipe</button>
-              <button class="tool-button" id="beforeAfterButton" type="button" aria-pressed="false" disabled>Before</button>
-              <div class="segmented zoom-controls" role="group" aria-label="Preview zoom">
-                <button type="button" data-zoom="fit" class="active">Fit</button>
-                <button type="button" data-zoom=".5">1:2</button>
-                <button type="button" data-zoom="1">1:1</button>
-                <button type="button" data-zoom="fill">Fill</button>
-                <button type="button" data-zoom="2">2:1</button>
-                <button type="button" id="zoomToolButton" aria-pressed="false" title="Click image +10%; right-click −10%">⌕ <span id="zoomPercent">100%</span></button>
-              </div>
-            </div>
+          <div class="empty-actions">
+            <button class="primary-button large" id="chooseButton" type="button">
+              <svg viewBox="0 0 24 24"><path d="M12 16V4m0 0L8 8m4-4 4 4"/><path d="M5 20h14"/></svg>
+              Choose a photo
+            </button>
+            <span>or drop it anywhere</span>
           </div>
-
-          <div class="preview-toolbar">
-            <div class="engine-status"><i id="engineDot" class="ready"></i><span id="engineLabel">Reliable local canvas preview</span></div>
-            <label class="compare-control" id="compareControl">
-              <span>Before</span>
-              <input id="compareInput" type="range" min="0" max="100" value="50" aria-label="Before and after comparison">
-              <span>After</span>
-            </label>
+          <div class="format-row">
+            <span class="available-format">JPEG · PNG</span><i></i>
+            <span class="coming-format">HEIC · TIFF · HDR <b>Coming later</b></span><i></i>
+            <span>Local processing</span>
+          </div>
+          <div class="library-section unavailable-feature" aria-disabled="true">
+            <div class="library-heading"><span>Photos in this folder</span><span>Coming later</span></div>
+            <button class="library-item" type="button" disabled><strong>Local folder library</strong><small>Desktop service required</small></button>
           </div>
+        </div>
 
-          <div class="viewport" id="viewport">
+        <div class="editor-stage" id="editorStage" hidden>
+          <div class="image-shell" id="viewport">
             <div class="image-frame" id="imageFrame">
-              <canvas id="previewCanvas" aria-label="Corrected photo preview"></canvas>
-              <div class="original-layer" id="originalLayer">
-                <img id="originalImage" alt="Original photograph">
+              <img id="originalImage" alt="Original underwater photo">
+              <div class="corrected-layer" id="correctedLayer">
+                <canvas id="previewCanvas" aria-label="Color-corrected underwater photo"></canvas>
               </div>
-              <div class="compare-line" id="compareLine">
-                <span>↔</span>
+              <div class="compare-line" id="compareLine" role="slider" tabindex="0" aria-label="Before and after comparison" aria-valuemin="0" aria-valuemax="100" aria-valuenow="50">
+                <span class="compare-handle"><svg viewBox="0 0 24 24"><path d="m9 8-4 4 4 4m6-8 4 4-4 4"/></svg></span>
               </div>
-              <span class="sample-marker" id="sampleMarker" hidden></span>
+              <span class="image-label before-label">Before</span>
+              <span class="image-label after-label">After</span>
+              <span class="sample-marker" id="sampleMarker" hidden aria-hidden="true"></span>
+              <div class="processing-overlay" id="workingOverlay" hidden><span class="spinner"></span><span>Refining preview</span></div>
             </div>
-            <div class="working-overlay" id="workingOverlay" hidden><span></span>Processing locally</div>
-          </div>
-
-          <div class="image-details">
-            <span id="imageDimensions"></span>
-            <span id="processingTime"></span>
           </div>
+          <div class="image-meta"><span id="imageDimensions"></span><span id="processingTime"></span></div>
         </div>
 
-        <input id="fileInput" type="file" accept="image/jpeg,image/png,.jpg,.jpeg,.png" hidden>
-        <div class="drop-overlay" id="dropOverlay">Drop photo to restore locally</div>
+        <div class="drop-overlay" id="dropOverlay">
+          <div><svg viewBox="0 0 24 24"><path d="M12 16V4m0 0L8 8m4-4 4 4"/><path d="M5 20h14"/></svg><strong>Drop to restore</strong><span>Your original stays untouched</span></div>
+        </div>
       </section>
 
-      <aside class="control-panel" aria-label="Color restoration controls">
-        <div class="panel-header">
+      <aside class="inspector" id="inspector" aria-label="Correction controls">
+        <div class="inspector-header">
           <div><p class="eyebrow">Adjustments</p><h2>Color restoration</h2></div>
-          <div class="panel-actions">
+          <div class="inspector-actions">
             <button class="text-button" id="copySettingsButton" type="button" disabled>Copy settings</button>
             <button class="text-button" id="resetButton" type="button" disabled>Reset</button>
           </div>
         </div>
 
         <div class="analysis-card" id="analysisCard">
-          <span class="analysis-icon">◒</span>
-          <span><strong id="analysisLabel">Awaiting a photo</strong><small id="analysisText">Auto Restore adapts to each water profile.</small></span>
-          <b id="confidenceBadge">AUTO</b>
+          <div class="analysis-icon"><svg viewBox="0 0 24 24"><path d="M12 3c3.7 4.6 5.5 8.1 5.5 10.5a5.5 5.5 0 0 1-11 0C6.5 11.1 8.3 7.6 12 3Z"/><path d="M9.5 15.5c.7 1 1.5 1.5 2.5 1.5"/></svg></div>
+          <div><span id="analysisLabel">Awaiting a photo</span><small id="analysisText">Auto Restore adapts to each water profile.</small></div>
+          <span class="confidence" id="confidenceBadge">AUTO</span>
         </div>
 
         <div class="settings-shelf" id="settingsShelf" hidden>
-          <div><strong>Copied edits</strong><small>Temporary</small></div>
+          <div class="settings-shelf-heading"><span>Copied edits</span><small>Temporary</small></div>
           <div id="settingsShelfItems"></div>
         </div>
 
         <div class="controls-scroll">
           <section class="control-section">
             <button class="section-toggle" type="button" aria-expanded="true">
-              <span><strong>Light</strong><small>Tone and dynamic range</small></span><b>⌄</b>
+              <span><h3>Light</h3><p>Tone and dynamic range</p></span>
+              <svg viewBox="0 0 24 24"><path d="m8 10 4 4 4-4"/></svg>
             </button>
             <div class="control-list section-content">
-              <label class="slider-control"><span>Exposure</span><output data-output="exposure"></output><input data-setting="exposure" type="range" min="-2" max="2" step=".01"></label>
-              <label class="slider-control"><span>Contrast</span><output data-output="contrast"></output><input data-setting="contrast" type="range" min="-.5" max=".8" step=".01"></label>
-              <label class="slider-control"><span>Black point</span><output data-output="blackPoint"></output><input data-setting="blackPoint" type="range" min="-.5" max=".5" step=".01"></label>
-              <label class="slider-control"><span>White point</span><output data-output="whitePoint"></output><input data-setting="whitePoint" type="range" min="-.5" max=".5" step=".01"></label>
-              <label class="slider-control"><span>Highlights</span><output data-output="highlights"></output><input data-setting="highlights" type="range" min="-1" max="1" step=".01"></label>
-              <label class="slider-control"><span>Shadows</span><output data-output="shadows"></output><input data-setting="shadows" type="range" min="-1" max="1" step=".01"></label>
+              <label class="slider-control bipolar"><span>Exposure</span><output data-output="exposure">0.00</output><input data-setting="exposure" type="range" min="-2" max="2" step=".01" value="0"></label>
+              <label class="slider-control bipolar"><span>Contrast</span><output data-output="contrast">+22</output><input data-setting="contrast" type="range" min="-.5" max=".8" step=".01" value=".22"></label>
+              <label class="slider-control bipolar"><span>Black point</span><output data-output="black_point">+8</output><input data-setting="black_point" type="range" min="-.5" max=".5" step=".01" value=".08"></label>
+              <label class="slider-control bipolar"><span>White point</span><output data-output="white_point">+4</output><input data-setting="white_point" type="range" min="-.5" max=".5" step=".01" value=".04"></label>
+              <label class="slider-control bipolar"><span>Highlights</span><output data-output="highlights">−14</output><input data-setting="highlights" type="range" min="-1" max="1" step=".01" value="-.14"></label>
+              <label class="slider-control bipolar"><span>Shadows</span><output data-output="shadows">+10</output><input data-setting="shadows" type="range" min="-1" max="1" step=".01" value=".10"></label>
+            </div>
+          </section>
+
+          <section class="control-section levels-section" id="levelsSection">
+            <div class="section-heading levels-heading">
+              <div><h3>Levels</h3><p>Five-point tonal curve</p></div>
+              <div class="levels-toolbar">
+                <label><span class="visually-hidden">Levels channel</span><select id="levelsChannel" aria-label="Levels channel"><option value="rgb">RGB</option><option value="red">Red</option><option value="green">Green</option><option value="blue">Blue</option></select></label>
+                <button class="mini-control" id="levelsReset" type="button" title="Reset selected levels channel" aria-label="Reset selected levels channel"><svg viewBox="0 0 24 24"><path d="M5 8v5h5"/><path d="M6.4 16a7 7 0 1 0 .2-8.2L5 10"/></svg></button>
+                <button class="mini-control bypass-control" id="levelsBypass" type="button" title="Temporarily disable selected levels channel" aria-label="Toggle selected levels channel" aria-pressed="true"><svg viewBox="0 0 24 24"><path d="M2.5 12s3.5-5 9.5-5 9.5 5 9.5 5-3.5 5-9.5 5-9.5-5-9.5-5Z"/><circle cx="12" cy="12" r="2.5"/></svg></button>
+              </div>
+            </div>
+            <div class="levels-control" id="levelsControl" data-channel="rgb">
+              <canvas id="levelsHistogram" width="288" height="128" aria-hidden="true"></canvas>
+              <svg id="levelsEditor" viewBox="0 0 288 128" role="group" aria-label="RGB five-point levels curve">
+                <path class="levels-grid" d="M12 12V116M78 12V116M144 12V116M210 12V116M276 12V116M12 12H276M12 38H276M12 64H276M12 90H276M12 116H276"/>
+                <path class="levels-curve" id="levelsCurve"></path><g id="levelsMarkers"></g>
+              </svg>
             </div>
+            <div class="levels-labels" aria-hidden="true"><span>Black</span><span>Shadows</span><span>Midtone</span><span>Highlights</span><span>White</span></div>
           </section>
 
           <section class="control-section">
             <div class="section-heading">
-              <span><strong>Auto Restore</strong><small>Scene-aware color recovery</small></span>
-              <label class="switch"><input id="autoToggle" type="checkbox" checked><i></i></label>
+              <div><h3>Auto Restore</h3><p>Scene-aware color recovery</p></div>
+              <label class="switch"><input type="checkbox" id="autoToggle" checked><span></span></label>
             </div>
             <div class="control-list">
-              <label class="slider-control"><span>Strength</span><output data-output="autoRestore"></output><input data-setting="autoRestore" type="range" min="0" max="1" step=".01"></label>
-              <label class="slider-control"><span>Overall mix</span><output data-output="master"></output><input data-setting="master" type="range" min="0" max="1" step=".01"></label>
+              <label class="slider-control"><span>Strength</span><output data-output="auto_restore">90</output><input data-setting="auto_restore" type="range" min="0" max="1" step=".01" value=".90"></label>
+              <label class="slider-control master-control"><span>Overall mix</span><output data-output="master">100</output><input data-setting="master" type="range" min="0" max="1" step=".01" value="1"></label>
             </div>
           </section>
 
           <section class="control-section">
             <div class="section-heading balance-heading">
-              <span><strong>White balance</strong><small>Recover absorbed wavelengths</small></span>
-              <button class="eyedropper-button" id="eyedropperButton" type="button" aria-pressed="false">⌁ Sample neutral</button>
-            </div>
-            <div class="sample-status" id="sampleStatus" hidden>
-              <i id="sampleSwatch"></i><span>Custom neutral point</span><button id="clearSampleButton" type="button">Clear</button>
+              <div><h3>White balance</h3><p>Recover absorbed wavelengths</p></div>
+              <button class="eyedropper-button" id="eyedropperButton" type="button" aria-pressed="false" title="Sample a neutral point from the photo"><svg viewBox="0 0 24 24"><path d="m19 3 2 2-8.5 8.5-3-3L18 2a1.4 1.4 0 0 1 2 0Z"/><path d="m8.5 11.5-5 5v4h4l5-5"/><path d="M4 20h4"/></svg>Sample neutral</button>
             </div>
+            <div class="sample-status" id="sampleStatus" hidden><span class="sample-swatch" id="sampleSwatch"></span><span>Custom neutral point active</span><button id="clearSampleButton" type="button">Clear</button></div>
             <div class="control-list">
-              <label class="slider-control"><span>Red recovery</span><output data-output="redRecovery"></output><input data-setting="redRecovery" type="range" min="0" max="1.5" step=".01"></label>
-              <label class="slider-control"><span>Blue balance</span><output data-output="blueBalance"></output><input data-setting="blueBalance" type="range" min="-1" max="1" step=".01"></label>
-              <label class="slider-control"><span>Fusion clarity</span><output data-output="dehaze"></output><input data-setting="dehaze" type="range" min="0" max="1" step=".01"></label>
-              <label class="slider-control"><span>Temperature</span><output data-output="temperature"></output><input data-setting="temperature" type="range" min="-1" max="1" step=".01"></label>
-              <label class="slider-control"><span>Tint</span><output data-output="tint"></output><input data-setting="tint" type="range" min="-1" max="1" step=".01"></label>
+              <label class="slider-control"><span>Red recovery</span><output data-output="red_recovery">95</output><input data-setting="red_recovery" type="range" min="0" max="1.5" step=".01" value=".95"></label>
+              <label class="slider-control bipolar"><span>Green correction</span><output data-output="green_correction">0</output><input data-setting="green_correction" type="range" min="-1" max="1" step=".01" value="0"></label>
+              <label class="slider-control bipolar"><span>Blue balance</span><output data-output="blue_balance">+24</output><input data-setting="blue_balance" type="range" min="-1" max="1" step=".01" value=".24"></label>
+              <label class="slider-control"><span>Fusion clarity</span><output data-output="dehaze">38</output><input data-setting="dehaze" type="range" min="0" max="1" step=".01" value=".38"></label>
+              <label class="slider-control bipolar"><span>Temperature</span><output data-output="temperature">+4</output><input data-setting="temperature" type="range" min="-1" max="1" step=".01" value=".04"></label>
+              <label class="slider-control bipolar"><span>Tint</span><output data-output="tint">+1</output><input data-setting="tint" type="range" min="-1" max="1" step=".01" value=".01"></label>
             </div>
           </section>
 
           <section class="control-section">
             <button class="section-toggle" type="button" aria-expanded="true">
-              <span><strong>Presence</strong><small>Color and fine detail</small></span><b>⌄</b>
+              <span><h3>Presence</h3><p>Color and fine detail</p></span>
+              <svg viewBox="0 0 24 24"><path d="m8 10 4 4 4-4"/></svg>
             </button>
             <div class="control-list section-content">
-              <label class="slider-control"><span>Saturation</span><output data-output="saturation"></output><input data-setting="saturation" type="range" min="-1" max="1" step=".01"></label>
-              <label class="slider-control"><span>Vibrance</span><output data-output="vibrance"></output><input data-setting="vibrance" type="range" min="-1" max="1" step=".01"></label>
-              <label class="slider-control"><span>Clarity</span><output data-output="clarity"></output><input data-setting="clarity" type="range" min="-1" max="1" step=".01"></label>
-              <label class="slider-control"><span>Denoise</span><output data-output="denoise"></output><input data-setting="denoise" type="range" min="0" max="1" step=".01"></label>
+              <label class="slider-control bipolar"><span>Saturation</span><output data-output="saturation">+5</output><input data-setting="saturation" type="range" min="-1" max="1" step=".01" value=".05"></label>
+              <label class="slider-control bipolar"><span>Vibrance</span><output data-output="vibrance">+22</output><input data-setting="vibrance" type="range" min="-1" max="1" step=".01" value=".22"></label>
+              <label class="slider-control bipolar"><span>Clarity</span><output data-output="clarity">+16</output><input data-setting="clarity" type="range" min="-1" max="1" step=".01" value=".16"></label>
+              <label class="slider-control"><span>Denoise</span><output data-output="denoise">3</output><input data-setting="denoise" type="range" min="0" max="1" step=".01" value=".03"></label>
             </div>
           </section>
         </div>
 
-        <details class="capability-card">
-          <summary><span>Device capabilities</span><small id="capabilitySummary">Checking…</small></summary>
-          <div class="capability-grid" id="capabilityGrid"></div>
-        </details>
-
-        <div class="export-card">
-          <div><strong>Local export</strong><small>Full resolution is processed on this device. The original is never modified.</small></div>
-          <div class="export-actions">
-            <button class="secondary-button" id="exportPng" type="button" disabled>PNG</button>
-            <button class="primary-button" id="exportJpegSide" type="button" disabled>Export JPEG</button>
-          </div>
-        </div>
+        <footer class="inspector-footer">
+          <button class="secondary-button" id="newPhotoButton" type="button"><svg viewBox="0 0 24 24"><path d="M12 16V4m0 0L8 8m4-4 4 4"/><path d="M5 20h14"/></svg>Open another photo</button>
+        </footer>
       </aside>
     </main>
   </div>
 
+  <input id="fileInput" type="file" accept=".jpg,.jpeg,.png,image/jpeg,image/png" hidden>
+
+  <dialog class="export-dialog" id="exportDialog">
+    <form method="dialog" id="exportForm">
+      <div class="dialog-header">
+        <div><p class="eyebrow">Finish</p><h2>Export your restoration</h2></div>
+        <button class="icon-button close-dialog" type="button" aria-label="Close export dialog"><svg viewBox="0 0 24 24"><path d="m6 6 12 12M18 6 6 18"/></svg></button>
+      </div>
+      <div class="dialog-body">
+        <fieldset>
+          <legend>Format</legend>
+          <div class="format-options">
+            <label class="unavailable-option"><input type="radio" name="format" value="heic" disabled><span><strong>HEIC</strong><small>Coming later</small></span></label>
+            <label><input type="radio" name="format" value="jpeg" checked><span><strong>JPEG</strong><small>Small, universal</small></span></label>
+            <label><input type="radio" name="format" value="png"><span><strong>PNG</strong><small>Lossless, 8-bit</small></span></label>
+            <label class="unavailable-option"><input type="radio" name="format" value="tiff" disabled><span><strong>TIFF</strong><small>Coming later</small></span></label>
+          </div>
+        </fieldset>
+        <label class="quality-row" id="qualityRow"><span><strong>Quality</strong><output id="qualityOutput">95%</output></span><input id="qualityInput" type="range" min="70" max="100" value="95"></label>
+        <div class="export-note"><svg viewBox="0 0 24 24"><path d="M12 3v18M3 12h18"/><circle cx="12" cy="12" r="9"/></svg><span>Full resolution is processed on this device. The original file is never changed.</span></div>
+        <div class="color-export-note warning">ICC/P3 preservation, HDR gain maps, 10-bit output, HEIC, and TIFF are visibly disabled until end-to-end color validation is complete.</div>
+      </div>
+      <div class="dialog-actions">
+        <button class="secondary-button cancel-dialog" type="button">Cancel</button>
+        <button class="primary-button" id="downloadButton" value="default"><span class="button-label">Export photo</span><span class="button-loading"><i class="spinner"></i>Processing full resolution</span></button>
+      </div>
+    </form>
+  </dialog>
+
   <div class="toast-region" id="toastRegion" aria-live="polite"></div>
   <script type="module" src="/src/main.js"></script>
 </body>
diff --git a/web/package.json b/web/package.json
index a224911..b22e15a 100644
--- a/web/package.json
+++ b/web/package.json
@@ -1,7 +1,7 @@
 {
   "name": "reeftone-web",
   "private": true,
-  "version": "0.5.0-alpha.2",
+  "version": "0.5.0-alpha.3",
   "packageManager": "pnpm@11.9.0",
   "type": "module",
   "scripts": {
diff --git a/web/public/sw.js b/web/public/sw.js
index 715eae4..ad893b4 100644
--- a/web/public/sw.js
+++ b/web/public/sw.js
@@ -1,4 +1,4 @@
-const CACHE = "reeftone-web-alpha-2";
+const CACHE = "reeftone-web-alpha-3";
 
 self.addEventListener("install", event => {
   event.waitUntil(caches.open(CACHE).then(cache => cache.addAll(["/manifest.webmanifest"])));
diff --git a/web/src/color-math.js b/web/src/color-math.js
index 18d02cd..0617ff8 100644
--- a/web/src/color-math.js
+++ b/web/src/color-math.js
@@ -1,25 +1,37 @@
+export const LEVEL_CHANNELS = Object.freeze(["rgb", "red", "green", "blue"]);
+export const LEVEL_POINTS = Object.freeze(["black", "shadows", "midtone", "highlights", "white"]);
+export const LEVEL_DEFAULTS = Object.freeze([0, 0.25, 0.5, 0.75, 1]);
+
+const levelSettings = Object.fromEntries(
+  LEVEL_CHANNELS.flatMap(channel => (
+    LEVEL_POINTS.map((point, index) => [`levels_${channel}_${point}`, LEVEL_DEFAULTS[index]])
+  )),
+);
+
 export const DEFAULT_SETTINGS = Object.freeze({
   master: 1,
-  autoRestore: 0.90,
-  redRecovery: 0.95,
-  blueBalance: 0.24,
+  auto_restore: 0.90,
+  red_recovery: 0.95,
+  green_correction: 0,
+  blue_balance: 0.24,
   dehaze: 0.38,
   temperature: 0.04,
   tint: 0.01,
   exposure: 0,
   contrast: 0.22,
-  blackPoint: 0.08,
-  whitePoint: 0.04,
+  black_point: 0.08,
+  white_point: 0.04,
   highlights: -0.14,
   shadows: 0.10,
   saturation: 0.05,
   vibrance: 0.22,
   clarity: 0.16,
   denoise: 0.03,
-  sampleRed: 0,
-  sampleGreen: 0,
-  sampleBlue: 0,
-  sampleStrength: 0,
+  sample_red: 0,
+  sample_green: 0,
+  sample_blue: 0,
+  sample_strength: 0,
+  ...levelSettings,
 });
 
 const preset = overrides => Object.freeze({...DEFAULT_SETTINGS, ...overrides});
@@ -27,33 +39,116 @@ const preset = overrides => Object.freeze({...DEFAULT_SETTINGS, ...overrides});
 export const PRESETS = Object.freeze({
   natural: preset({}),
   vivid: preset({
-    autoRestore: 0.96, redRecovery: 1.05, blueBalance: 0.05, dehaze: 0.58,
-    temperature: 0.06, exposure: 0.08, contrast: 0.30, blackPoint: 0.13,
-    whitePoint: 0.06, highlights: -0.18, shadows: 0.14, saturation: 0.28,
+    auto_restore: 0.96, red_recovery: 1.05, blue_balance: 0.05, dehaze: 0.58,
+    temperature: 0.06, exposure: 0.08, contrast: 0.30, black_point: 0.13,
+    white_point: 0.06, highlights: -0.18, shadows: 0.14, saturation: 0.28,
     vibrance: 0.55, clarity: 0.25,
   }),
   deep: preset({
-    autoRestore: 1, redRecovery: 1.30, blueBalance: 0.58, dehaze: 0.68,
+    auto_restore: 1, red_recovery: 1.30, blue_balance: 0.58, dehaze: 0.68,
     temperature: 0.12, tint: 0.05, exposure: 0.10, contrast: 0.34,
-    blackPoint: 0.14, whitePoint: 0.08, highlights: -0.24, shadows: 0.22,
+    black_point: 0.14, white_point: 0.08, highlights: -0.24, shadows: 0.22,
     saturation: 0.08, vibrance: 0.30, clarity: 0.30, denoise: 0.08,
   }),
   gentle: preset({
-    master: 0.62, autoRestore: 0.58, redRecovery: 0.48, blueBalance: 0.08,
-    dehaze: 0.10, temperature: 0.02, contrast: 0.06, blackPoint: 0.01,
-    whitePoint: 0, highlights: -0.05, shadows: 0.06, saturation: 0,
+    master: 0.62, auto_restore: 0.58, red_recovery: 0.48, blue_balance: 0.08,
+    dehaze: 0.10, temperature: 0.02, contrast: 0.06, black_point: 0.01,
+    white_point: 0, highlights: -0.05, shadows: 0.06, saturation: 0,
     vibrance: 0.07, clarity: 0.03, denoise: 0.06,
   }),
   dramatic: preset({
-    autoRestore: 1, redRecovery: 1.15, blueBalance: 0.05, dehaze: 0.82,
+    auto_restore: 1, red_recovery: 1.15, blue_balance: 0.05, dehaze: 0.82,
     temperature: 0.16, tint: 0.07, exposure: -0.12, contrast: 0.48,
-    blackPoint: 0.18, whitePoint: 0.10, highlights: -0.42, shadows: 0.02,
+    black_point: 0.18, white_point: 0.10, highlights: -0.42, shadows: 0.02,
     saturation: -0.02, vibrance: 0.34, clarity: 0.42, denoise: 0.03,
   }),
 });
 
 const clamp = value => Math.max(0, Math.min(1, value));
 
+export function levelPoints(settings, channel) {
+  if (!LEVEL_CHANNELS.includes(channel)) {
+    throw new RangeError(`Unsupported levels channel: ${channel}`);
+  }
+  let previous = 0;
+  return LEVEL_POINTS.map((point, index) => {
+    const raw = Number(settings[`levels_${channel}_${point}`] ?? LEVEL_DEFAULTS[index]);
+    const value = Math.max(previous, clamp(Number.isFinite(raw) ? raw : LEVEL_DEFAULTS[index]));
+    previous = value;
+    return value;
+  });
+}
+
+function prepareMonotoneCurve(points) {
+  const controls = points.map(point => Math.fround(clamp(point)));
+  if (controls.every((point, index) => point === LEVEL_DEFAULTS[index])) {
+    return clamp;
+  }
+
+  const delta = new Float32Array(4);
+  const tangents = new Float32Array(5);
+  for (let index = 0; index < 4; index += 1) {
+    delta[index] = Math.fround((controls[index + 1] - controls[index]) * 4);
+  }
+  for (let index = 1; index < 4; index += 1) {
+    const before = delta[index - 1];
+    const after = delta[index];
+    if (before > 0 && after > 0) {
+      tangents[index] = Math.fround((2 * before * after) / (before + after));
+    }
+  }
+
+  let first = Math.fround((3 * delta[0] - delta[1]) * 0.5);
+  if (first * delta[0] <= 0) first = 0;
+  else if (Math.abs(first) > 3 * Math.abs(delta[0])) first = Math.fround(3 * delta[0]);
+  tangents[0] = first;
+
+  let last = Math.fround((3 * delta[3] - delta[2]) * 0.5);
+  if (last * delta[3] <= 0) last = 0;
+  else if (Math.abs(last) > 3 * Math.abs(delta[3])) last = Math.fround(3 * delta[3]);
+  tangents[4] = last;
+
+  return value => {
+    const scaled = Math.fround(clamp(value) * 4);
+    const segment = Math.min(Math.trunc(scaled), 3);
+    const position = Math.fround(scaled - segment);
+    const position2 = Math.fround(position * position);
+    const position3 = Math.fround(position2 * position);
+    const h00 = Math.fround(2 * position3 - 3 * position2 + 1);
+    const h10 = Math.fround(position3 - 2 * position2 + position);
+    const h01 = Math.fround(-2 * position3 + 3 * position2);
+    const h11 = Math.fround(position3 - position2);
+    return clamp(Math.fround(
+      h00 * controls[segment]
+      + h10 * tangents[segment] * 0.25
+      + h01 * controls[segment + 1]
+      + h11 * tangents[segment + 1] * 0.25,
+    ));
+  };
+}
+
+export function monotoneCurve(value, points) {
+  return prepareMonotoneCurve(points)(value);
+}
+
+function prepareLevels(settings) {
+  return Object.fromEntries(
+    LEVEL_CHANNELS.map(channel => [channel, prepareMonotoneCurve(levelPoints(settings, channel))]),
+  );
+}
+
+export function applyLevels(red, green, blue, settings) {
+  const curves = prepareLevels(settings);
+  red = curves.rgb(red);
+  green = curves.rgb(green);
+  blue = curves.rgb(blue);
+  return [
+    curves.red(red),
+    curves.green(green),
+    curves.blue(blue),
+  ];
+}
+
 export function analyzeImageData(imageData) {
   const data = imageData.data;
   const pixelCount = data.length / 4;
@@ -102,19 +197,19 @@ export function analyzeImageData(imageData) {
 }
 
 function sampleGains(settings) {
-  if (settings.sampleStrength <= 0.001) return [1, 1, 1];
+  if (settings.sample_strength <= 0.001) return [1, 1, 1];
   const sample = [
-    Math.max(settings.sampleRed, 1e-4),
-    Math.max(settings.sampleGreen, 1e-4),
-    Math.max(settings.sampleBlue, 1e-4),
+    Math.max(settings.sample_red, 1e-4),
+    Math.max(settings.sample_green, 1e-4),
+    Math.max(settings.sample_blue, 1e-4),
   ];
   const neutral = Math.cbrt(sample[0] * sample[1] * sample[2]);
   return sample.map(channel => (
-    Math.max(0.32, Math.min(4, neutral / channel)) ** (settings.sampleStrength * 0.92)
+    Math.max(0.32, Math.min(4, neutral / channel)) ** (settings.sample_strength * 0.92)
   ));
 }
 
-export function adjustPixel(red, green, blue, settings, analysis = null) {
+export function adjustPixel(red, green, blue, settings, analysis = null, preparedLevels = null) {
   const original = [red, green, blue];
   const fallbackRedLoss = clamp((green - red) / Math.max(green, 0.08));
   const fallbackCyan = clamp(((green + blue) * 0.5 - red) / Math.max(green + blue, 0.12));
@@ -130,16 +225,20 @@ export function adjustPixel(red, green, blue, settings, analysis = null) {
   const redGap = Math.max(0, scene.green - scene.red);
   const blueWater = clamp((blue - green) * 4);
   const redProtection = 1 - blueWater * 0.72;
-  const redAmount = settings.redRecovery * (0.42 + scene.redLoss * 0.80);
+  const redAmount = settings.red_recovery * (0.42 + scene.redLoss * 0.80);
   red += redGap * redAmount * (1 - red) * green * redProtection;
 
   const blueGap = scene.green - scene.blue;
-  blue += blueGap * settings.blueBalance * (1 - blue) * (0.35 + green);
+  blue += blueGap * settings.blue_balance * (1 - blue) * (0.35 + green);
+
+  const greenTarget = (scene.red + scene.blue) * 0.5;
+  const greenGap = greenTarget - scene.green;
+  green += greenGap * settings.green_correction * (1 - green) * (0.35 + blue);
 
   const redTarget = scene.green * (0.84 + 0.04 * scene.confidence);
   const redGain = Math.max(0.65, Math.min(2.8, redTarget / Math.max(scene.red, 1e-4)));
   const blueGain = Math.max(0.66, Math.min(1.45, scene.green / Math.max(scene.blue, 1e-4)));
-  const autoPower = settings.autoRestore * (0.30 + 0.50 * scene.confidence);
+  const autoPower = settings.auto_restore * (0.30 + 0.50 * scene.confidence);
   red *= 1 + (redGain ** autoPower - 1) * redProtection;
   blue *= blueGain ** autoPower;
 
@@ -166,8 +265,8 @@ export function adjustPixel(red, green, blue, settings, analysis = null) {
   green += shadowLift + highlightShift;
   blue += shadowLift + highlightShift;
 
-  const low = settings.blackPoint * 0.28;
-  const high = Math.max(low + 0.18, 1 - settings.whitePoint * 0.28);
+  const low = settings.black_point * 0.28;
+  const high = Math.max(low + 0.18, 1 - settings.white_point * 0.28);
   red = (red - low) / (high - low);
   green = (green - low) / (high - low);
   blue = (blue - low) / (high - low);
@@ -178,6 +277,11 @@ export function adjustPixel(red, green, blue, settings, analysis = null) {
   green = (green - 0.5) * contrast * fusionContrast + 0.5;
   blue = (blue - 0.5) * contrast * fusionContrast + 0.5;
 
+  const curves = preparedLevels || prepareLevels(settings);
+  red = curves.red(curves.rgb(red));
+  green = curves.green(curves.rgb(green));
+  blue = curves.blue(curves.rgb(blue));
+
   luma = red * 0.2126 + green * 0.7152 + blue * 0.0722;
   const chroma = Math.max(red, green, blue) - Math.min(red, green, blue);
   const vibranceMask = clamp(1 - chroma * 1.8);
@@ -209,6 +313,7 @@ export function adjustPixel(red, green, blue, settings, analysis = null) {
 export function processImageData(imageData, settings, onProgress = null, analysis = null) {
   const data = imageData.data;
   const scene = analysis || analyzeImageData(imageData);
+  const curves = prepareLevels(settings);
   const totalPixels = data.length / 4;
   for (let offset = 0; offset < data.length; offset += 4) {
     const [red, green, blue] = adjustPixel(
@@ -217,6 +322,7 @@ export function processImageData(imageData, settings, onProgress = null, analysi
       data[offset + 2] / 255,
       settings,
       scene,
+      curves,
     );
     data[offset] = Math.round(red * 255);
     data[offset + 1] = Math.round(green * 255);
diff --git a/web/src/main.js b/web/src/main.js
index 636d15f..3a4d6f6 100644
--- a/web/src/main.js
+++ b/web/src/main.js
@@ -1,14 +1,19 @@
 import "./style.css";
 import {
   DEFAULT_SETTINGS,
+  LEVEL_CHANNELS,
+  LEVEL_DEFAULTS,
+  LEVEL_POINTS,
   PRESETS,
   analyzeImageData,
+  monotoneCurve,
   processImageData,
 } from "./color-math.js";
 
 const $ = selector => document.querySelector(selector);
 const $$ = selector => [...document.querySelectorAll(selector)];
-const VERSION = "0.5.0-alpha.2";
+const VERSION = "0.5.0-alpha.3";
+const LEVEL_VIEW = Object.freeze({width: 288, height: 128, padding: 12});
 
 const state = {
   file: null,
@@ -34,6 +39,7 @@ const state = {
   panning: false,
   panStart: null,
   suppressClick: false,
+  levelsChannel: "rgb",
 };
 
 function toast(message, isError = false) {
@@ -48,7 +54,7 @@ function displayValue(name, value) {
   if (name === "exposure") {
     return value === 0 ? "0.00" : `${value > 0 ? "+" : ""}${value.toFixed(2)}`;
   }
-  if (["master", "autoRestore", "redRecovery", "dehaze", "denoise"].includes(name)) {
+  if (["master", "auto_restore", "red_recovery", "dehaze", "denoise"].includes(name)) {
     return String(Math.round(value * 100));
   }
   return value === 0 ? "0" : `${value > 0 ? "+" : "−"}${Math.abs(Math.round(value * 100))}`;
@@ -100,13 +106,27 @@ function effectiveSettings() {
   state.bypassed.forEach(name => {
     if (name in settings) settings[name] = 0;
   });
+  LEVEL_CHANNELS.forEach(channel => {
+    if (!state.bypassed.has(`levels_${channel}`)) return;
+    LEVEL_POINTS.forEach((point, index) => {
+      settings[`levels_${channel}_${point}`] = LEVEL_DEFAULTS[index];
+    });
+  });
   return settings;
 }
 
+function updateRangeStyle(input) {
+  const min = Number(input.min);
+  const max = Number(input.max);
+  const fill = ((Number(input.value) - min) / (max - min)) * 100;
+  input.style.setProperty("--fill", `${fill}%`);
+}
+
 function syncControls() {
   $$("[data-setting]").forEach(input => {
     const name = input.dataset.setting;
     input.value = state.settings[name];
+    updateRangeStyle(input);
     $(`[data-output="${name}"]`).value = displayValue(name, Number(input.value));
     const control = input.closest(".slider-control");
     const bypassed = state.bypassed.has(name);
@@ -114,7 +134,8 @@ function syncControls() {
     const button = control?.querySelector(".bypass-control");
     button?.setAttribute("aria-pressed", String(!bypassed));
   });
-  $("#autoToggle").checked = state.settings.autoRestore > 0 && !state.bypassed.has("autoRestore");
+  $("#autoToggle").checked = state.settings.auto_restore > 0 && !state.bypassed.has("auto_restore");
+  renderLevelsControl();
 }
 
 function addPerControlActions() {
@@ -125,8 +146,12 @@ function addPerControlActions() {
     const actions = document.createElement("span");
     actions.className = "control-actions";
     actions.innerHTML = `
-      <button class="mini-control reset-control" type="button" title="Reset ${readable} to zero" aria-label="Reset ${readable} to zero">↺</button>
-      <button class="mini-control bypass-control" type="button" title="Temporarily bypass ${readable}" aria-label="Toggle ${readable}" aria-pressed="true">◉</button>
+      <button class="mini-control reset-control" type="button" title="Reset ${readable} to zero" aria-label="Reset ${readable} to zero">
+        <svg viewBox="0 0 24 24"><path d="M5 8v5h5"/><path d="M6.4 16a7 7 0 1 0 .2-8.2L5 10"/></svg>
+      </button>
+      <button class="mini-control bypass-control" type="button" title="Temporarily bypass ${readable}" aria-label="Toggle ${readable}" aria-pressed="true">
+        <svg viewBox="0 0 24 24"><path d="M2.5 12s3.5-5 9.5-5 9.5 5 9.5 5-3.5 5-9.5 5-9.5-5-9.5-5Z"/><circle cx="12" cy="12" r="2.5"/></svg>
+      </button>
     `;
     label.append(actions);
     actions.querySelector(".reset-control").addEventListener("click", event => {
@@ -153,25 +178,160 @@ function addPerControlActions() {
 }
 
 function setControlsEnabled(enabled) {
-  $$("[data-setting], #resetButton, #copySettingsButton, #exportJpeg, #exportJpegSide, #exportPng").forEach(control => {
+  $$("[data-setting], .slider-control .mini-control, #eyedropperButton, #levelsChannel, #levelsReset, #levelsBypass, #resetButton, #copySettingsButton").forEach(control => {
     control.disabled = !enabled;
   });
+  $("#exportButton").disabled = !enabled || typeof OffscreenCanvas === "undefined";
+  $("#exportButton").title = typeof OffscreenCanvas === "undefined"
+    ? "Full-resolution worker export is unavailable in this browser"
+    : "Export JPEG or PNG";
+  $("#levelsControl").classList.toggle("disabled", !enabled);
 }
 
 function capabilityRows() {
   const checks = [
-    ["Reliable Canvas", true],
-    ["WebGPU detected", Boolean(navigator.gpu)],
-    ["Display P3 panel", matchMedia("(color-gamut: p3)").matches],
-    ["HDR display", matchMedia("(dynamic-range: high)").matches],
-    ["Local worker export", typeof OffscreenCanvas !== "undefined"],
+    ["Canvas preview", true, "Ready"],
+    ["JPEG / PNG", true, "Ready"],
+    ["Worker export", typeof OffscreenCanvas !== "undefined", typeof OffscreenCanvas !== "undefined" ? "Ready" : "Unavailable"],
+    ["HEIC / TIFF", false, "Later"],
+    ["ICC / P3 output", false, "Later"],
+    ["HDR / gain maps", false, "Later"],
   ];
-  $("#capabilitySummary").textContent = `${checks.filter(([, supported]) => supported).length}/${checks.length} available`;
-  $("#capabilityGrid").innerHTML = checks.map(([label, supported]) => `
-    <span class="${supported ? "supported" : "missing"}"><i></i>${label}<small>${supported ? "Ready" : "Later"}</small></span>
+  $("#capabilitySummary").textContent = `${checks.filter(([, supported]) => supported).length} local capabilities ready`;
+  $("#capabilityGrid").innerHTML = checks.map(([label, supported, status]) => `
+    <span class="${supported ? "supported" : "missing"}"><i></i>${label}<small>${status}</small></span>
   `).join("");
 }
 
+function levelsKey(channel, point) {
+  return `levels_${channel}_${point}`;
+}
+
+function levelsValues(channel = state.levelsChannel) {
+  let previous = 0;
+  return LEVEL_POINTS.map((point, index) => {
+    const value = Math.max(
+      previous,
+      Math.max(0, Math.min(1, Number(state.settings[levelsKey(channel, point)] ?? LEVEL_DEFAULTS[index]))),
+    );
+    previous = value;
+    return value;
+  });
+}
+
+function levelCoordinates(index, value) {
+  const {width, height, padding} = LEVEL_VIEW;
+  return {
+    x: padding + index * (width - padding * 2) / 4,
+    y: padding + (1 - value) * (height - padding * 2),
+  };
+}
+
+function renderLevelsControl() {
+  const channel = state.levelsChannel;
+  const values = levelsValues(channel);
+  $("#levelsChannel").value = channel;
+  $("#levelsControl").dataset.channel = channel;
+  const channelLabel = channel === "rgb" ? "RGB" : channel[0].toUpperCase() + channel.slice(1);
+  $("#levelsEditor").setAttribute("aria-label", `${channelLabel} five-point levels curve`);
+  const bypassed = state.bypassed.has(`levels_${channel}`);
+  $("#levelsControl").classList.toggle("bypassed", bypassed);
+  $("#levelsBypass").setAttribute("aria-pressed", String(!bypassed));
+  $("#levelsBypass").title = bypassed
+    ? `Enable ${channelLabel} levels`
+    : `Temporarily disable ${channelLabel} levels`;
+
+  const samples = Array.from({length: 97}, (_, index) => {
+    const input = index / 96;
+    const {x, y} = levelCoordinates(input * 4, monotoneCurve(input, values));
+    return `${index ? "L" : "M"}${x.toFixed(2)} ${y.toFixed(2)}`;
+  });
+  $("#levelsCurve").setAttribute("d", samples.join(" "));
+  $("#levelsMarkers").innerHTML = values.map((value, index) => {
+    const {x, y} = levelCoordinates(index, value);
+    const point = LEVEL_POINTS[index];
+    const label = point[0].toUpperCase() + point.slice(1);
+    return `<circle class="levels-marker" data-level-index="${index}" cx="${x}" cy="${y}" r="6" tabindex="0" role="slider" aria-label="${label}" aria-valuemin="0" aria-valuemax="100" aria-valuenow="${Math.round(value * 100)}"></circle>`;
+  }).join("");
+}
+
+function drawLevelsHistogram() {
+  const canvas = $("#levelsHistogram");
+  const context = canvas.getContext("2d");
+  const {width, height, padding} = LEVEL_VIEW;
+  context.clearRect(0, 0, width, height);
+  if (!state.cpuSource) return;
+
+  const bins = new Uint32Array(64);
+  const data = state.cpuSource.data;
+  const pixelCount = data.length / 4;
+  const stride = Math.max(1, Math.floor(pixelCount / 65_536));
+  const channelIndex = {red: 0, green: 1, blue: 2}[state.levelsChannel];
+  for (let pixel = 0; pixel < pixelCount; pixel += stride) {
+    const offset = pixel * 4;
+    const value = channelIndex === undefined
+      ? data[offset] * 0.2126 + data[offset + 1] * 0.7152 + data[offset + 2] * 0.0722
+      : data[offset + channelIndex];
+    bins[Math.min(63, Math.floor(value / 4))] += 1;
+  }
+  const peak = Math.max(...bins, 1);
+  const color = {
+    rgb: "rgba(108,224,196,.48)",
+    red: "rgba(255,143,131,.48)",
+    green: "rgba(121,229,155,.48)",
+    blue: "rgba(118,183,255,.48)",
+  }[state.levelsChannel];
+  context.beginPath();
+  context.moveTo(padding, height - padding);
+  bins.forEach((count, index) => {
+    const x = padding + index / (bins.length - 1) * (width - padding * 2);
+    const y = height - padding - Math.sqrt(count / peak) * (height - padding * 2);
+    context.lineTo(x, y);
+  });
+  context.lineTo(width - padding, height - padding);
+  context.closePath();
+  context.fillStyle = color;
+  context.fill();
+}
+
+function setLevelValue(index, value, record = false) {
+  const channel = state.levelsChannel;
+  const values = levelsValues(channel);
+  const minimum = index === 0 ? 0 : values[index - 1];
+  const maximum = index === 4 ? 1 : values[index + 1];
+  const next = Math.max(minimum, Math.min(maximum, value));
+  const previous = record ? snapshot() : null;
+  state.settings[levelsKey(channel, LEVEL_POINTS[index])] = Number(next.toFixed(4));
+  state.bypassed.delete(`levels_${channel}`);
+  if (previous) pushHistory(previous);
+  renderLevelsControl();
+  clearPresetSelection();
+  schedulePreview();
+}
+
+function resetLevelsChannel() {
+  const previous = snapshot();
+  LEVEL_POINTS.forEach((point, index) => {
+    state.settings[levelsKey(state.levelsChannel, point)] = LEVEL_DEFAULTS[index];
+  });
+  state.bypassed.delete(`levels_${state.levelsChannel}`);
+  pushHistory(previous);
+  renderLevelsControl();
+  clearPresetSelection();
+  schedulePreview();
+}
+
+function toggleLevelsBypass() {
+  const previous = snapshot();
+  const name = `levels_${state.levelsChannel}`;
+  if (state.bypassed.has(name)) state.bypassed.delete(name);
+  else state.bypassed.add(name);
+  pushHistory(previous);
+  renderLevelsControl();
+  clearPresetSelection();
+  schedulePreview();
+}
+
 function previewSize(width, height, maxSide = 1400) {
   const scale = Math.min(1, maxSide / Math.max(width, height));
   return {
@@ -218,6 +378,7 @@ function renderCpuPreview() {
 function schedulePreview() {
   if (!state.file || state.renderQueued) return;
   state.renderQueued = true;
+  $("#workingOverlay").hidden = false;
   requestAnimationFrame(() => {
     const started = performance.now();
     try {
@@ -227,6 +388,7 @@ function schedulePreview() {
       toast(`Preview failed: ${error.message}`, true);
     } finally {
       state.renderQueued = false;
+      $("#workingOverlay").hidden = true;
     }
   });
 }
@@ -246,7 +408,6 @@ function renderSourceInfo() {
   ].join(" · ");
   $("#sourceSummary").textContent = `${state.file.type.replace("image/", "").toUpperCase()} · ${image.naturalWidth} × ${image.naturalHeight}`;
   $("#sourceDetails").innerHTML = `
-    <strong>Browser working preview</strong>
     <p>${display}. This alpha decodes to an SDR sRGB canvas and does not claim to preserve embedded ICC, EXIF, gain maps, or HDR metadata yet.</p>
   `;
 }
@@ -282,12 +443,14 @@ async function openFile(file) {
 
     $("#emptyState").hidden = true;
     $("#editorStage").hidden = false;
+    $("#canvasToolbar").hidden = false;
     $("#documentName").textContent = file.name;
     $("#documentMeta").textContent = `${(file.size / 1024 / 1024).toFixed(1)} MB · local only`;
     $("#imageDimensions").textContent = `${$("#originalImage").naturalWidth} × ${$("#originalImage").naturalHeight} · preview ${state.previewBitmap.width} × ${state.previewBitmap.height}`;
     setControlsEnabled(true);
     renderAnalysis();
     renderSourceInfo();
+    drawLevelsHistogram();
     syncControls();
     selectMatchingPreset();
     updateHistoryButtons();
@@ -308,17 +471,18 @@ function syncComparisonGeometry() {
   if (!state.file) return;
   const canvas = $("#previewCanvas");
   const original = $("#originalImage");
-  const bounds = canvas.getBoundingClientRect();
-  original.style.width = `${bounds.width / state.zoomScale}px`;
-  original.style.height = `${bounds.height / state.zoomScale}px`;
+  const bounds = original.getBoundingClientRect();
+  canvas.style.width = `${bounds.width / state.zoomScale}px`;
+  canvas.style.height = `${bounds.height / state.zoomScale}px`;
+  $("#correctedLayer").style.setProperty("--image-width", `${bounds.width / state.zoomScale}px`);
 }
 
 function setCompare(value) {
   if (!state.swipeEnabled) return;
   state.compare = Math.max(0, Math.min(100, Number(value)));
-  $("#compareInput").value = state.compare;
-  $("#originalLayer").style.width = `${state.compare}%`;
+  $("#correctedLayer").style.width = `${state.compare}%`;
   $("#compareLine").style.left = `${state.compare}%`;
+  $("#compareLine").setAttribute("aria-valuenow", String(Math.round(state.compare)));
   $("#compareLine").hidden = state.compare === 0 || state.compare === 100;
 }
 
@@ -330,10 +494,9 @@ function setSwipeEnabled(enabled) {
   $("#beforeAfterButton").disabled = enabled || !state.file;
   $("#beforeAfterButton").classList.remove("active");
   $("#beforeAfterButton").textContent = "Before";
-  $("#compareControl").hidden = !enabled;
   if (enabled) setCompare(state.compare);
   else {
-    $("#originalLayer").style.width = "0%";
+    $("#correctedLayer").style.width = "100%";
     $("#compareLine").hidden = true;
   }
 }
@@ -341,7 +504,7 @@ function setSwipeEnabled(enabled) {
 function toggleFullBefore() {
   if (state.swipeEnabled || !state.file) return;
   state.fullBefore = !state.fullBefore;
-  $("#originalLayer").style.width = state.fullBefore ? "100%" : "0%";
+  $("#correctedLayer").style.width = state.fullBefore ? "0%" : "100%";
   $("#beforeAfterButton").classList.toggle("active", state.fullBefore);
   $("#beforeAfterButton").setAttribute("aria-pressed", String(state.fullBefore));
   $("#beforeAfterButton").textContent = state.fullBefore ? "After" : "Before";
@@ -380,11 +543,15 @@ function copyCurrentSettings() {
   if (!state.file) return;
   const id = crypto.randomUUID();
   const active = $(".presets button.active")?.textContent || "Custom";
+  const settings = {...state.settings};
+  ["sample_red", "sample_green", "sample_blue", "sample_strength"].forEach(name => {
+    settings[name] = 0;
+  });
   state.settingsClips.unshift({
     id,
     name: `${active} · ${new Date().toLocaleTimeString([], {hour: "2-digit", minute: "2-digit"})}`,
-    settings: {...state.settings},
-    bypassed: [...state.bypassed],
+    settings,
+    bypassed: [...state.bypassed].filter(name => !name.startsWith("sample_")),
   });
   state.settingsClips = state.settingsClips.slice(0, 4);
   renderSettingsShelf();
@@ -394,9 +561,10 @@ function copyCurrentSettings() {
 function renderSettingsShelf() {
   $("#settingsShelf").hidden = !state.settingsClips.length;
   $("#settingsShelfItems").innerHTML = state.settingsClips.map(clip => `
-    <button type="button" data-clip="${clip.id}">
-      <span>${clip.name}</span><small>Apply</small>
-    </button>
+    <div class="settings-clip apply-only">
+      <span><strong>${clip.name.split(" · ")[0]}</strong><small>${clip.name}</small></span>
+      <button type="button" data-clip="${clip.id}">Apply</button>
+    </div>
   `).join("");
   $$("[data-clip]").forEach(button => button.addEventListener("click", () => {
     const clip = state.settingsClips.find(item => item.id === button.dataset.clip);
@@ -412,10 +580,10 @@ function renderSettingsShelf() {
 
 function clearSample() {
   pushHistory(snapshot());
-  state.settings.sampleRed = 0;
-  state.settings.sampleGreen = 0;
-  state.settings.sampleBlue = 0;
-  state.settings.sampleStrength = 0;
+  state.settings.sample_red = 0;
+  state.settings.sample_green = 0;
+  state.settings.sample_blue = 0;
+  state.settings.sample_strength = 0;
   $("#sampleStatus").hidden = true;
   $("#sampleMarker").hidden = true;
   setSampling(false);
@@ -428,7 +596,9 @@ function setSampling(enabled) {
   if (state.sampling) setZoomTool(false);
   $("#eyedropperButton").classList.toggle("active", state.sampling);
   $("#eyedropperButton").setAttribute("aria-pressed", String(state.sampling));
-  $("#eyedropperButton").textContent = state.sampling ? "Click a neutral spot" : "⌁ Sample neutral";
+  $("#eyedropperButton").innerHTML = state.sampling
+    ? '<svg viewBox="0 0 24 24"><path d="m19 3 2 2-8.5 8.5-3-3L18 2a1.4 1.4 0 0 1 2 0Z"/><path d="m8.5 11.5-5 5v4h4l5-5"/><path d="M4 20h4"/></svg>Click a neutral spot'
+    : '<svg viewBox="0 0 24 24"><path d="m19 3 2 2-8.5 8.5-3-3L18 2a1.4 1.4 0 0 1 2 0Z"/><path d="m8.5 11.5-5 5v4h4l5-5"/><path d="M4 20h4"/></svg>Sample neutral';
   $("#viewport").classList.toggle("sampling", state.sampling);
 }
 
@@ -452,10 +622,10 @@ function sampleNeutralPoint(event) {
     }
   }
   pushHistory(snapshot());
-  state.settings.sampleRed = red / count / 255;
-  state.settings.sampleGreen = green / count / 255;
-  state.settings.sampleBlue = blue / count / 255;
-  state.settings.sampleStrength = 1;
+  state.settings.sample_red = red / count / 255;
+  state.settings.sample_green = green / count / 255;
+  state.settings.sample_blue = blue / count / 255;
+  state.settings.sample_strength = 1;
   $("#sampleSwatch").style.background = `rgb(${red / count} ${green / count} ${blue / count})`;
   $("#sampleStatus").hidden = false;
   const marker = $("#sampleMarker");
@@ -479,7 +649,7 @@ function renderViewport() {
 
 function setZoomScale(scale, mode = "manual", event = null) {
   const previous = state.zoomScale;
-  const next = Math.max(0.25, Math.min(4, scale));
+  const next = Math.max(0.1, Math.min(16, scale));
   if (event) {
     const viewport = $("#viewport").getBoundingClientRect();
     const dx = event.clientX - (viewport.left + viewport.width / 2);
@@ -521,20 +691,22 @@ function setZoomTool(enabled) {
   renderViewport();
 }
 
-async function exportImage(outputType) {
+async function exportImage(outputType, quality = 0.95) {
   if (!state.file || typeof OffscreenCanvas === "undefined") {
     toast("Full-resolution export is unavailable in this browser.", true);
     return;
   }
   $("#workingOverlay").hidden = false;
-  const buttons = ["#exportJpeg", "#exportJpegSide", "#exportPng"].map(selector => $(selector));
-  buttons.forEach(button => { button.disabled = true; });
+  const button = $("#downloadButton");
+  button.classList.add("loading");
+  button.disabled = true;
   const worker = new Worker(new URL("./export-worker.js", import.meta.url), {type: "module"});
 
   function cleanup() {
     worker.terminate();
     $("#workingOverlay").hidden = true;
-    buttons.forEach(button => { button.disabled = false; });
+    button.classList.remove("loading");
+    button.disabled = false;
   }
 
   worker.addEventListener("message", event => {
@@ -550,6 +722,7 @@ async function exportImage(outputType) {
       anchor.click();
       setTimeout(() => URL.revokeObjectURL(url), 2000);
       toast("Export created on this device");
+      $("#exportDialog").close();
       cleanup();
     } else if (event.data.kind === "error") {
       toast(event.data.message, true);
@@ -566,24 +739,50 @@ async function exportImage(outputType) {
     type: state.file.type,
     settings: effectiveSettings(),
     outputType,
-    quality: outputType === "image/jpeg" ? 0.95 : undefined,
+    quality: outputType === "image/jpeg" ? quality : undefined,
   }, [buffer]);
 }
 
 function bindEvents() {
   $("#chooseButton").addEventListener("click", () => $("#fileInput").click());
-  $("#openButton").addEventListener("click", () => $("#fileInput").click());
+  $("#newPhotoButton").addEventListener("click", () => $("#fileInput").click());
+  $("#homeButton").addEventListener("click", () => {
+    if (!state.file) return;
+    $("#fileInput").click();
+  });
   $("#fileInput").addEventListener("change", event => openFile(event.target.files[0]));
   $("#resetButton").addEventListener("click", resetSettings);
   $("#copySettingsButton").addEventListener("click", copyCurrentSettings);
   $("#undoButton").addEventListener("click", undo);
   $("#redoButton").addEventListener("click", redo);
-  $("#compareInput").addEventListener("input", event => setCompare(event.target.value));
+  $("#colorCardToggle").addEventListener("click", event => {
+    const expanded = event.currentTarget.getAttribute("aria-expanded") === "true";
+    event.currentTarget.setAttribute("aria-expanded", String(!expanded));
+    $("#colorCardContent").hidden = expanded;
+  });
   $("#swipeToggle").addEventListener("click", () => setSwipeEnabled(!state.swipeEnabled));
   $("#beforeAfterButton").addEventListener("click", toggleFullBefore);
-  $("#exportJpeg").addEventListener("click", () => exportImage("image/jpeg"));
-  $("#exportJpegSide").addEventListener("click", () => exportImage("image/jpeg"));
-  $("#exportPng").addEventListener("click", () => exportImage("image/png"));
+  $("#exportButton").addEventListener("click", () => $("#exportDialog").showModal());
+  $$(".close-dialog, .cancel-dialog").forEach(button => {
+    button.addEventListener("click", () => $("#exportDialog").close());
+  });
+  $("#qualityInput").addEventListener("input", event => {
+    $("#qualityOutput").value = `${event.target.value}%`;
+  });
+  $$('input[name="format"]').forEach(input => {
+    input.addEventListener("change", event => {
+      $("#qualityRow").hidden = event.target.value !== "jpeg";
+    });
+  });
+  $("#exportForm").addEventListener("submit", event => {
+    event.preventDefault();
+    const format = new FormData(event.currentTarget).get("format");
+    if (!["jpeg", "png"].includes(format)) {
+      toast("That export format is coming later.", true);
+      return;
+    }
+    exportImage(`image/${format}`, Number($("#qualityInput").value) / 100);
+  });
   $("#eyedropperButton").addEventListener("click", () => setSampling(!state.sampling));
   $("#clearSampleButton").addEventListener("click", clearSample);
   $("#zoomToolButton").addEventListener("click", () => setZoomTool(!state.zoomTool));
@@ -601,6 +800,7 @@ function bindEvents() {
       state.settings[name] = Number(input.value);
       state.bypassed.delete(name);
       $(`[data-output="${name}"]`).value = displayValue(name, state.settings[name]);
+      updateRangeStyle(input);
       input.closest(".slider-control")?.classList.remove("bypassed");
       clearPresetSelection();
       schedulePreview();
@@ -618,17 +818,95 @@ function bindEvents() {
     input.addEventListener("pointerdown", event => {
       event.currentTarget.dataset.previousValue = String(state.settings[event.currentTarget.dataset.setting]);
     });
+    input.addEventListener("focus", event => {
+      event.currentTarget.dataset.previousValue ??= String(
+        state.settings[event.currentTarget.dataset.setting],
+      );
+    });
   });
 
   $("#autoToggle").addEventListener("change", event => {
     pushHistory(snapshot());
-    state.settings.autoRestore = event.target.checked ? PRESETS.natural.autoRestore : 0;
-    state.bypassed.delete("autoRestore");
+    state.settings.auto_restore = event.target.checked ? PRESETS.natural.auto_restore : 0;
+    state.bypassed.delete("auto_restore");
     clearPresetSelection();
     syncControls();
     schedulePreview();
   });
 
+  $("#levelsChannel").addEventListener("change", event => {
+    state.levelsChannel = event.target.value;
+    renderLevelsControl();
+    drawLevelsHistogram();
+  });
+  $("#levelsReset").addEventListener("click", resetLevelsChannel);
+  $("#levelsBypass").addEventListener("click", toggleLevelsBypass);
+
+  let levelsDrag = null;
+  $("#levelsEditor").addEventListener("pointerdown", event => {
+    const marker = event.target.closest(".levels-marker");
+    if (!marker || !state.file) return;
+    levelsDrag = {
+      pointerId: event.pointerId,
+      index: Number(marker.dataset.levelIndex),
+      previous: snapshot(),
+    };
+    $("#levelsEditor").setPointerCapture(event.pointerId);
+    event.preventDefault();
+  });
+  $("#levelsEditor").addEventListener("pointermove", event => {
+    if (!levelsDrag || levelsDrag.pointerId !== event.pointerId) return;
+    const rect = $("#levelsEditor").getBoundingClientRect();
+    const y = (event.clientY - rect.top) / rect.height * LEVEL_VIEW.height;
+    const value = 1 - (y - LEVEL_VIEW.padding) / (LEVEL_VIEW.height - LEVEL_VIEW.padding * 2);
+    setLevelValue(levelsDrag.index, value);
+  });
+  const finishLevelsDrag = event => {
+    if (!levelsDrag || levelsDrag.pointerId !== event.pointerId) return;
+    const previous = levelsDrag.previous;
+    levelsDrag = null;
+    pushHistory(previous);
+    schedulePreview();
+  };
+  $("#levelsEditor").addEventListener("pointerup", finishLevelsDrag);
+  $("#levelsEditor").addEventListener("pointercancel", finishLevelsDrag);
+  $("#levelsEditor").addEventListener("keydown", event => {
+    const marker = event.target.closest(".levels-marker");
+    const supported = ["ArrowUp", "ArrowRight", "ArrowDown", "ArrowLeft"];
+    if (!marker || !supported.includes(event.key) || !state.file) return;
+    event.preventDefault();
+    const direction = ["ArrowUp", "ArrowRight"].includes(event.key) ? 1 : -1;
+    const index = Number(marker.dataset.levelIndex);
+    setLevelValue(index, levelsValues()[index] + direction * (event.shiftKey ? 0.05 : 0.01), true);
+  });
+
+  let comparePointer = null;
+  const updateCompareFromPointer = event => {
+    const rect = $("#imageFrame").getBoundingClientRect();
+    setCompare((event.clientX - rect.left) / rect.width * 100);
+  };
+  $("#compareLine").addEventListener("pointerdown", event => {
+    if (!state.swipeEnabled) return;
+    comparePointer = event.pointerId;
+    $("#compareLine").setPointerCapture(event.pointerId);
+    updateCompareFromPointer(event);
+    event.preventDefault();
+  });
+  $("#compareLine").addEventListener("pointermove", event => {
+    if (comparePointer !== event.pointerId) return;
+    updateCompareFromPointer(event);
+  });
+  const finishCompare = event => {
+    if (comparePointer === event.pointerId) comparePointer = null;
+  };
+  $("#compareLine").addEventListener("pointerup", finishCompare);
+  $("#compareLine").addEventListener("pointercancel", finishCompare);
+  $("#compareLine").addEventListener("keydown", event => {
+    if (!["ArrowLeft", "ArrowRight"].includes(event.key)) return;
+    event.preventDefault();
+    setCompare(state.compare + (event.key === "ArrowRight" ? 1 : -1) * (event.shiftKey ? 10 : 1));
+  });
+
   const viewport = $("#viewport");
   viewport.addEventListener("click", event => {
     if (state.suppressClick) {
@@ -636,12 +914,12 @@ function bindEvents() {
       return;
     }
     if (sampleNeutralPoint(event)) return;
-    if (state.zoomTool) setZoomScale(state.zoomScale + 0.1, "manual", event);
+    if (state.zoomTool) setZoomScale(state.zoomScale + 0.25, "manual", event);
   });
   viewport.addEventListener("contextmenu", event => {
     if (!state.zoomTool) return;
     event.preventDefault();
-    setZoomScale(state.zoomScale - 0.1, "manual", event);
+    setZoomScale(state.zoomScale - 0.25, "manual", event);
   });
   viewport.addEventListener("pointerdown", event => {
     if (state.zoomScale <= 1 || state.zoomTool || state.sampling) return;
@@ -680,12 +958,12 @@ function bindEvents() {
       else undo();
     }
     if (event.key === "\\" && state.file && !state.swipeEnabled) {
-      $("#originalLayer").style.width = "100%";
+      $("#correctedLayer").style.width = "0%";
     }
   });
   window.addEventListener("keyup", event => {
     if (event.key === "\\" && state.file && !state.swipeEnabled) {
-      $("#originalLayer").style.width = state.fullBefore ? "100%" : "0%";
+      $("#correctedLayer").style.width = state.fullBefore ? "0%" : "100%";
     }
   });
 }
diff --git a/web/src/style.css b/web/src/style.css
index 33e430d..41570c2 100644
--- a/web/src/style.css
+++ b/web/src/style.css
@@ -1,230 +1,511 @@
 :root {
   color-scheme: dark;
-  --bg: #07110f;
+  --bg: #07100f;
   --surface: #0d1816;
-  --surface-2: #13211e;
-  --surface-3: #1a2a26;
-  --line: rgba(202, 240, 228, .12);
-  --line-strong: rgba(202, 240, 228, .22);
-  --text: #eff8f4;
-  --muted: #8ca59d;
-  --muted-2: #60776f;
-  --accent: #6de1c4;
-  --accent-strong: #a2f7e1;
-  --danger: #ff9a8e;
+  --surface-2: #12201d;
+  --surface-3: #192925;
+  --line: rgba(196, 239, 225, .11);
+  --line-strong: rgba(196, 239, 225, .19);
+  --text: #edf7f2;
+  --muted: #8fa8a0;
+  --muted-2: #637a73;
+  --accent: #6ce0c4;
+  --accent-strong: #9af4de;
+  --accent-deep: #153e36;
+  --danger: #ff9b8f;
+  --shadow: 0 24px 70px rgba(0, 0, 0, .34);
+  --radius: 14px;
   font-family: Inter, ui-sans-serif, -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif;
   font-synthesis: none;
 }
 
 * { box-sizing: border-box; }
-html, body { width: 100%; min-width: 320px; height: 100%; margin: 0; overflow: hidden; }
-body { color: var(--text); background: var(--bg); }
-button, input { font: inherit; }
-button { border: 0; color: inherit; }
+html, body { width: 100%; height: 100%; margin: 0; overflow: hidden; }
+body { background: var(--bg); color: var(--text); }
+button, input, select { font: inherit; }
+button { color: inherit; }
+svg { display: block; fill: none; stroke: currentColor; stroke-width: 1.75; stroke-linecap: round; stroke-linejoin: round; }
 [hidden] { display: none !important; }
+.visually-hidden { position: absolute; width: 1px; height: 1px; padding: 0; margin: -1px; overflow: hidden; clip: rect(0, 0, 0, 0); white-space: nowrap; border: 0; }
 
-.app-shell { height: 100%; display: grid; grid-template-rows: 64px minmax(0, 1fr); }
+.app { height: 100%; display: grid; grid-template-rows: 64px minmax(0, 1fr); }
 .topbar {
   position: relative;
-  z-index: 20;
+  z-index: 10;
   display: grid;
-  grid-template-columns: minmax(210px, 1fr) auto minmax(280px, 1fr);
+  grid-template-columns: minmax(210px, 1fr) auto minmax(330px, 1fr);
   align-items: center;
+  min-height: 64px;
   padding: 0 18px;
+  background: rgba(8, 16, 15, .94);
   border-bottom: 1px solid var(--line);
-  background: rgba(8, 17, 15, .94);
   backdrop-filter: blur(18px);
 }
-.brand { justify-self: start; display: flex; align-items: center; gap: 10px; color: inherit; text-decoration: none; }
-.brand-mark { display: grid; place-items: center; width: 34px; height: 34px; border-radius: 10px; color: #06251e; background: linear-gradient(145deg, var(--accent-strong), #45b99e); font-weight: 900; box-shadow: 0 8px 26px rgba(80, 220, 183, .12); }
-.brand > span:last-child, .document-state { display: grid; gap: 2px; }
+
+button { border: 0; }
+.brand {
+  justify-self: start;
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  padding: 7px 9px;
+  border-radius: 10px;
+  background: transparent;
+  cursor: pointer;
+}
+.brand:hover { background: rgba(255,255,255,.04); }
+.brand-mark { display: grid; place-items: center; width: 34px; height: 34px; border-radius: 10px; color: var(--accent); background: linear-gradient(145deg, #173b34, #0d2722); box-shadow: inset 0 0 0 1px rgba(122,224,198,.18); }
+.brand-mark svg { width: 23px; stroke: none; fill: currentColor; }
+.brand > span:last-child { display: flex; align-items: baseline; gap: 6px; }
 .brand strong { font-size: 15px; letter-spacing: -.02em; }
-.brand small, .document-state small { color: var(--muted-2); font-size: 10px; }
-.document-state { text-align: center; }
-.document-state strong { max-width: 340px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; font-size: 12px; }
-.top-actions { justify-self: end; display: flex; align-items: center; gap: 8px; }
-.icon-button { display: grid; place-items: center; width: 34px; height: 34px; border: 1px solid var(--line); border-radius: 9px; color: var(--muted); background: transparent; cursor: pointer; }
-.icon-button:hover:not(:disabled) { color: var(--text); border-color: var(--line-strong); background: var(--surface-2); }
-.privacy-pill { display: inline-flex; align-items: center; gap: 7px; padding: 7px 10px; border: 1px solid var(--line); border-radius: 999px; color: var(--muted); font-size: 9px; }
-.privacy-pill i { width: 6px; height: 6px; border-radius: 50%; background: var(--accent); box-shadow: 0 0 9px var(--accent); }
-
-.workspace { display: grid; grid-template-columns: minmax(0, 1fr) 340px; min-height: 0; }
-.preview-panel {
+.brand small { color: var(--muted); font-size: 12px; }
+
+.document-title { text-align: center; min-width: 190px; }
+.document-name { display: block; max-width: 300px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; font-size: 13px; font-weight: 600; }
+.save-state { display: block; margin-top: 2px; color: var(--muted-2); font-size: 10px; }
+.top-actions { justify-self: end; display: flex; align-items: center; gap: 7px; }
+.privacy-pill { display: inline-flex; align-items: center; gap: 7px; margin-right: 5px; padding: 6px 9px; border: 1px solid var(--line); border-radius: 999px; color: var(--muted); font-size: 10px; }
+.status-dot { width: 6px; height: 6px; border-radius: 50%; background: var(--accent); box-shadow: 0 0 9px var(--accent); }
+
+.icon-button, .tool-button, .text-button, .secondary-button, .primary-button { transition: background-color .18s, border-color .18s, color .18s, transform .12s, opacity .18s; }
+.icon-button {
+  display: grid;
+  place-items: center;
+  width: 34px;
+  height: 34px;
+  border: 1px solid transparent;
+  border-radius: 9px;
+  color: var(--muted);
+  background: transparent;
+  cursor: pointer;
+}
+.icon-button svg { width: 17px; }
+.icon-button:hover:not(:disabled) { color: var(--text); background: var(--surface-3); border-color: var(--line); }
+button:disabled { opacity: .35; cursor: not-allowed; }
+.primary-button {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  gap: 8px;
+  min-height: 36px;
+  padding: 0 16px;
+  border-radius: 9px;
+  color: #06231d;
+  background: var(--accent);
+  font-size: 12px;
+  font-weight: 750;
+  cursor: pointer;
+  box-shadow: 0 8px 26px rgba(81, 217, 182, .12);
+}
+.primary-button:hover:not(:disabled) { background: var(--accent-strong); }
+.primary-button:active:not(:disabled), .secondary-button:active:not(:disabled) { transform: translateY(1px); }
+.primary-button svg, .secondary-button svg { width: 16px; }
+.primary-button.large { min-height: 44px; padding: 0 21px; border-radius: 11px; font-size: 13px; }
+
+.workspace { display: grid; grid-template-columns: minmax(0, 1fr) 344px; min-height: 0; }
+.canvas-area {
   position: relative;
   min-width: 0;
   overflow: hidden;
   background:
-    radial-gradient(circle at 20% 12%, rgba(37, 111, 94, .18), transparent 34%),
-    radial-gradient(circle at 83% 88%, rgba(23, 74, 82, .16), transparent 32%),
+    radial-gradient(circle at 18% 15%, rgba(28, 93, 82, .18), transparent 38%),
+    radial-gradient(circle at 80% 85%, rgba(22, 67, 73, .13), transparent 32%),
     #08110f;
 }
-.preview-panel::before { content: ""; position: absolute; inset: 0; opacity: .12; pointer-events: none; background-image: linear-gradient(rgba(255,255,255,.025) 1px, transparent 1px), linear-gradient(90deg, rgba(255,255,255,.025) 1px, transparent 1px); background-size: 32px 32px; }
-.alpha-notice { position: absolute; z-index: 5; top: 15px; left: 17px; right: 17px; display: flex; align-items: center; gap: 9px; pointer-events: none; }
-.alpha-notice strong { padding: 5px 7px; border: 1px solid rgba(109,225,196,.20); border-radius: 6px; color: var(--accent); background: rgba(10,29,25,.82); font-size: 8px; letter-spacing: .08em; text-transform: uppercase; }
-.alpha-notice span { color: var(--muted-2); font-size: 8px; }
-
-.empty-state { position: absolute; inset: 0; display: flex; flex-direction: column; align-items: center; justify-content: center; padding: 68px 30px 35px; text-align: center; }
-.empty-orbit { position: relative; width: 112px; height: 112px; margin-bottom: 20px; border: 1px solid rgba(109,225,196,.20); border-radius: 50%; box-shadow: inset 0 0 45px rgba(72,191,163,.08), 0 20px 60px rgba(0,0,0,.25); }
-.empty-orbit::before, .empty-orbit::after { content: ""; position: absolute; border-radius: 50%; }
-.empty-orbit::before { inset: 18px; border: 1px dashed rgba(109,225,196,.22); }
-.empty-orbit::after { width: 36px; height: 36px; left: 37px; top: 37px; background: radial-gradient(circle at 35% 35%, var(--accent-strong), #1c7662); box-shadow: 0 0 35px rgba(109,225,196,.32); }
-.empty-orbit span { position: absolute; width: 9px; height: 9px; right: 7px; top: 44px; border-radius: 50%; background: #d5b572; box-shadow: 0 0 12px rgba(213,181,114,.45); }
-.empty-orbit i { position: absolute; width: 6px; height: 6px; left: 16px; bottom: 22px; border-radius: 50%; background: #4db9cf; }
-.eyebrow { margin: 0 0 6px; color: var(--accent); font-size: 9px; font-weight: 800; letter-spacing: .13em; text-transform: uppercase; }
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-.empty-state > p:not(.eyebrow) { max-width: 570px; margin: 0 0 24px; color: var(--muted); font-size: 13px; line-height: 1.65; }
-.empty-state > small { margin-top: 14px; color: var(--muted-2); font-size: 8px; }
-
-.primary-button, .secondary-button { display: inline-flex; align-items: center; justify-content: center; min-height: 36px; padding: 0 15px; border-radius: 9px; font-size: 10px; font-weight: 750; cursor: pointer; transition: .16s; }
-.primary-button { color: #05231c; background: var(--accent); }
-.primary-button:hover:not(:disabled) { background: var(--accent-strong); }
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-.secondary-button:hover:not(:disabled) { border-color: rgba(109,225,196,.38); background: var(--surface-3); }
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-.editor-stage { position: absolute; inset: 0; display: flex; flex-direction: column; align-items: center; gap: 9px; padding: 64px 24px 18px; }
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-.segmented button.active, .tool-button.active { color: #06231c; background: var(--accent); }
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-.source-card p { margin: 5px 0 0; color: var(--muted); line-height: 1.5; }
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-.engine-status i { width: 6px; height: 6px; border-radius: 50%; background: #d1a960; }
-.engine-status i.ready { background: var(--accent); box-shadow: 0 0 8px var(--accent); }
-.engine-status i.fallback { background: #d1a960; }
-.compare-control input { width: 120px; accent-color: var(--accent); }
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-.original-layer { position: absolute; inset: 0 auto 0 0; width: 0; overflow: hidden; pointer-events: none; }
-.original-layer img { display: block; width: 100%; height: 100%; max-width: none; object-fit: fill; }
-.compare-line { position: absolute; z-index: 3; top: 0; bottom: 0; width: 1px; background: rgba(255,255,255,.82); box-shadow: 0 0 0 1px rgba(0,0,0,.3); pointer-events: none; }
-.compare-line span { position: absolute; top: 50%; left: 50%; display: grid; place-items: center; width: 25px; height: 25px; border: 1px solid rgba(255,255,255,.65); border-radius: 50%; color: #07110f; background: rgba(239,248,244,.9); transform: translate(-50%,-50%); font-size: 10px; }
-.sample-marker { position: absolute; z-index: 5; width: 16px; height: 16px; border: 2px solid white; border-radius: 50%; box-shadow: 0 0 0 1px #07110f, 0 0 12px rgba(0,0,0,.5); transform: translate(-50%,-50%); pointer-events: none; }
-.working-overlay { position: absolute; z-index: 6; inset: 0; display: grid; place-items: center; align-content: center; gap: 9px; color: #e8f6f1; background: rgba(5,14,12,.76); backdrop-filter: blur(5px); font-size: 9px; }
-.working-overlay span { width: 22px; height: 22px; border: 2px solid rgba(255,255,255,.2); border-top-color: var(--accent); border-radius: 50%; animation: spin .7s linear infinite; }
-@keyframes spin { to { transform: rotate(360deg); } }
-.image-details { width: min(100%, 1100px); display: flex; justify-content: space-between; color: var(--muted-2); font-size: 8px; }
-
-.control-panel { position: relative; z-index: 10; display: flex; flex-direction: column; min-height: 0; overflow: auto; border-left: 1px solid var(--line); background: var(--surface); }
-.panel-header { display: flex; align-items: center; justify-content: space-between; padding: 22px 20px 14px; }
-.panel-header h2 { margin: 0; font-size: 17px; letter-spacing: -.025em; }
-.panel-actions { display: flex; align-items: center; gap: 4px; }
-.text-button { padding: 6px; color: var(--accent); background: transparent; font-size: 10px; font-weight: 700; cursor: pointer; }
-.trust-card { display: flex; gap: 10px; margin: 0 16px 12px; padding: 11px; border: 1px solid rgba(109,225,196,.14); border-radius: 11px; background: rgba(109,225,196,.045); }
-.trust-icon { flex: 0 0 auto; display: grid; place-items: center; width: 30px; height: 30px; border-radius: 9px; color: #06231c; background: var(--accent); font-size: 12px; font-weight: 900; }
-.trust-card strong, .trust-card small { display: block; }
-.trust-card strong { font-size: 9px; }
-.trust-card small { margin-top: 4px; color: var(--muted); font-size: 8px; line-height: 1.45; }
-.analysis-card { display: grid; grid-template-columns: auto minmax(0,1fr) auto; align-items: center; gap: 9px; margin: 0 16px 12px; padding: 10px; border: 1px solid rgba(109,225,196,.14); border-radius: 10px; background: rgba(109,225,196,.045); }
-.analysis-icon { display: grid; place-items: center; width: 30px; height: 30px; border-radius: 9px; color: #06231c; background: var(--accent); font-size: 14px; }
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-.analysis-card strong { font-size: 9px; }
-.analysis-card small { margin-top: 3px; color: var(--muted); font-size: 7px; }
-.analysis-card b { padding: 4px 6px; border-radius: 6px; color: var(--accent); background: rgba(109,225,196,.08); font-size: 7px; }
-.settings-shelf { margin: 0 16px 12px; padding: 9px; border: 1px solid var(--line); border-radius: 10px; background: rgba(255,255,255,.018); }
-.settings-shelf > div:first-child { display: flex; justify-content: space-between; font-size: 8px; }
-.settings-shelf > div:first-child small { color: var(--muted-2); }
-#settingsShelfItems { display: grid; gap: 5px; margin-top: 7px; }
-#settingsShelfItems button { display: flex; justify-content: space-between; padding: 7px 8px; border-radius: 7px; color: var(--muted); background: var(--surface-2); font-size: 8px; cursor: pointer; }
-#settingsShelfItems button:hover { color: var(--text); background: var(--surface-3); }
-#settingsShelfItems small { color: var(--accent); }
-.controls-scroll { border-top: 1px solid var(--line); }
-.control-section { border-bottom: 1px solid var(--line); }
-.section-toggle, .section-heading { display: flex; width: 100%; align-items: center; justify-content: space-between; padding: 13px 18px 9px; color: var(--text); background: transparent; text-align: left; }
+.canvas-area::before {
+  content: "";
+  position: absolute;
+  inset: 0;
+  opacity: .13;
+  background-image: linear-gradient(rgba(255,255,255,.022) 1px, transparent 1px), linear-gradient(90deg, rgba(255,255,255,.022) 1px, transparent 1px);
+  background-size: 32px 32px;
+  pointer-events: none;
+}
+
+.inspector {
+  position: relative;
+  z-index: 2;
+  display: grid;
+  grid-template-rows: auto auto auto minmax(0, 1fr) auto;
+  min-height: 0;
+  background: var(--surface);
+  border-left: 1px solid var(--line);
+}
+.inspector-header { display: flex; align-items: center; justify-content: space-between; padding: 20px 20px 14px; }
+.inspector-actions { display: flex; align-items: center; gap: 5px; }
+.eyebrow { margin: 0 0 5px; color: var(--accent); font-size: 9px; font-weight: 800; letter-spacing: .14em; text-transform: uppercase; }
+h1, h2, h3, p { margin-top: 0; }
+.inspector-header h2 { margin: 0; font-size: 17px; letter-spacing: -.025em; }
+.text-button { padding: 6px; color: var(--accent); background: transparent; font-size: 11px; font-weight: 650; cursor: pointer; }
+.text-button:hover:not(:disabled) { color: var(--accent-strong); }
+
+.analysis-card { display: flex; align-items: center; gap: 11px; margin: 0 16px 7px; padding: 11px; border: 1px solid var(--line); border-radius: 11px; background: linear-gradient(130deg, rgba(40, 107, 92, .14), rgba(255,255,255,.018)); }
+.analysis-icon { flex: 0 0 auto; display: grid; place-items: center; width: 34px; height: 34px; border-radius: 9px; color: var(--accent); background: var(--accent-deep); }
+.analysis-icon svg { width: 18px; }
+.analysis-card > div:nth-child(2) { min-width: 0; flex: 1; }
+.analysis-card span:not(.confidence) { display: block; font-size: 11px; font-weight: 650; white-space: nowrap; overflow: hidden; text-overflow: ellipsis; }
+.analysis-card small { display: block; margin-top: 3px; color: var(--muted); font-size: 9px; line-height: 1.4; }
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+
+.settings-shelf { margin: 3px 16px 7px; padding: 9px; border: 1px solid var(--line); border-radius: 10px; background: rgba(0,0,0,.08); }
+.settings-shelf[hidden] { display: none; }
+.settings-shelf-heading { display: flex; justify-content: space-between; margin-bottom: 6px; color: var(--muted); font-size: 8px; font-weight: 700; text-transform: uppercase; letter-spacing: .07em; }
+.settings-shelf-heading small { color: var(--muted-2); font-size: 7px; }
+#settingsShelfItems { display: grid; gap: 5px; }
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+.settings-clip strong, .settings-clip small { display: block; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; }
+.settings-clip strong { color: #d7e5e1; font-size: 8px; }
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+.settings-clip button { padding: 4px 6px; border-radius: 5px; color: var(--accent); background: rgba(108,224,196,.07); font-size: 7px; font-weight: 700; cursor: pointer; }
+.settings-clip .remove-clip { padding-inline: 4px; color: var(--muted-2); background: transparent; font-size: 12px; }
+
+.controls-scroll { min-height: 0; overflow: auto; padding: 0 16px 24px; scrollbar-width: thin; scrollbar-color: var(--surface-3) transparent; }
+.control-section { padding: 17px 1px; border-bottom: 1px solid var(--line); }
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 .section-toggle { cursor: pointer; }
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-.section-toggle strong, .section-heading strong { font-size: 10px; }
-.section-toggle small, .section-heading small { color: var(--muted-2); font-size: 7px; font-weight: 500; }
-.section-toggle b { color: var(--muted); transition: transform .16s; }
-.section-toggle[aria-expanded="false"] b { transform: rotate(-90deg); }
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-.slider-control { display: grid; grid-template-columns: minmax(0,1fr) auto auto; gap: 7px; align-items: center; color: #cad9d4; font-size: 9px; }
-.slider-control output { min-width: 34px; color: var(--muted); text-align: right; font-variant-numeric: tabular-nums; }
-.slider-control input { grid-column: 1 / -1; width: 100%; margin: 0; accent-color: var(--accent); cursor: ew-resize; }
-.slider-control.bypassed { opacity: .46; }
-.control-actions { display: inline-flex; gap: 3px; }
-.mini-control { display: grid; place-items: center; width: 19px; height: 19px; border-radius: 5px; color: var(--muted-2); background: transparent; font-size: 8px; cursor: pointer; }
-.mini-control:hover { color: var(--text); background: var(--surface-3); }
-.slider-control.bypassed .bypass-control { color: #d1a960; }
-.switch { position: relative; width: 30px; height: 17px; }
+.section-heading h3, .section-toggle h3 { margin: 0; font-size: 12px; font-weight: 680; }
+.section-heading p, .section-toggle p { margin: 3px 0 0; color: var(--muted-2); font-size: 9px; }
+.section-toggle svg { width: 16px; color: var(--muted); transition: transform .2s; }
+.section-toggle[aria-expanded="false"] svg { transform: rotate(-90deg); }
+.section-toggle[aria-expanded="false"] + .section-content { display: none; }
+
+.switch { position: relative; width: 32px; height: 18px; }
 .switch input { position: absolute; opacity: 0; }
-.switch i { position: absolute; inset: 0; border-radius: 999px; background: var(--surface-3); box-shadow: inset 0 0 0 1px var(--line-strong); cursor: pointer; }
-.switch i::after { content: ""; position: absolute; width: 11px; height: 11px; left: 3px; top: 3px; border-radius: 50%; background: var(--muted); transition: .16s; }
-.switch input:checked + i { background: rgba(109,225,196,.28); }
-.switch input:checked + i::after { left: 16px; background: var(--accent); }
+.switch span { position: absolute; inset: 0; border-radius: 999px; background: #26342f; box-shadow: inset 0 0 0 1px var(--line-strong); transition: .2s; cursor: pointer; }
+.switch span::after { content: ""; position: absolute; top: 3px; left: 3px; width: 12px; height: 12px; border-radius: 50%; background: var(--muted); transition: .2s; }
+.switch input:checked + span { background: #255f52; }
+.switch input:checked + span::after { left: 17px; background: var(--accent-strong); }
+.switch input:focus-visible + span { outline: 2px solid var(--accent); outline-offset: 2px; }
+
+.control-list { display: grid; gap: 16px; }
+.slider-control { display: grid; grid-template-columns: 1fr auto auto; align-items: center; gap: 7px; color: #c8d7d2; font-size: 10px; transition: opacity .16s; }
+.slider-control output { min-width: 30px; color: var(--muted); font-variant-numeric: tabular-nums; text-align: right; }
+.slider-control input { grid-column: 1 / -1; width: 100%; height: 16px; margin: -3px 0 0; appearance: none; background: transparent; cursor: ew-resize; }
+.slider-control input::-webkit-slider-runnable-track { height: 3px; border-radius: 99px; background: linear-gradient(to right, var(--accent) var(--fill, 50%), #283732 var(--fill, 50%)); }
+.slider-control.bipolar input::-webkit-slider-runnable-track { background: linear-gradient(to right, #283732 0%, #283732 50%, var(--accent) 50%, var(--accent) var(--fill, 50%), #283732 var(--fill, 50%), #283732 100%); }
+.slider-control input::-webkit-slider-thumb { width: 12px; height: 12px; margin-top: -4.5px; appearance: none; border: 2px solid #0d1816; border-radius: 50%; background: #c9f7eb; box-shadow: 0 0 0 1px rgba(108,224,196,.35), 0 2px 5px rgba(0,0,0,.35); }
+.slider-control input:focus-visible { outline: none; }
+.slider-control input:focus-visible::-webkit-slider-thumb { box-shadow: 0 0 0 3px rgba(108,224,196,.28); }
+.control-actions { display: inline-flex; align-items: center; gap: 2px; }
+.mini-control {
+  display: grid;
+  place-items: center;
+  width: 20px;
+  height: 20px;
+  padding: 0;
+  border-radius: 5px;
+  color: var(--muted-2);
+  background: transparent;
+  cursor: pointer;
+}
+.mini-control svg { width: 12px; }
+.mini-control:hover { color: var(--text); background: var(--surface-3); }
+.mini-control:focus-visible { outline: 2px solid var(--accent); outline-offset: 1px; }
+.slider-control.bypassed > span:first-child,
+.slider-control.bypassed output,
+.slider-control.bypassed input { opacity: .34; }
+.slider-control.bypassed .bypass-control { color: var(--accent); background: rgba(108,224,196,.10); }
+.master-control { padding-top: 2px; }
+
+.levels-heading { align-items: flex-start; margin-bottom: 10px; }
+.levels-toolbar { display: flex; align-items: center; gap: 4px; }
+.levels-toolbar label { display: flex; }
+.levels-toolbar select { min-width: 67px; height: 25px; padding: 0 21px 0 8px; border: 1px solid var(--line-strong); border-radius: 6px; color: #c8d7d2; background: var(--surface-2); font-size: 8px; cursor: pointer; }
+.levels-toolbar select:focus-visible { outline: 2px solid var(--accent); outline-offset: 1px; }
+.levels-control { position: relative; width: 100%; aspect-ratio: 9 / 4; overflow: hidden; border: 1px solid var(--line); border-radius: 8px; background: linear-gradient(180deg, rgba(255,255,255,.025), rgba(0,0,0,.10)); transition: opacity .16s; touch-action: none; }
+.levels-control canvas, .levels-control svg { position: absolute; inset: 0; width: 100%; height: 100%; }
+.levels-control canvas { opacity: .46; }
+.levels-control svg { overflow: visible; }
+.levels-grid { fill: none; stroke: rgba(196,239,225,.09); stroke-width: 1; vector-effect: non-scaling-stroke; }
+.levels-curve { fill: none; stroke: var(--accent); stroke-width: 2; stroke-linecap: round; vector-effect: non-scaling-stroke; }
+.levels-marker { fill: #c9f7eb; stroke: #0d1816; stroke-width: 2; cursor: ns-resize; vector-effect: non-scaling-stroke; }
+.levels-marker:hover, .levels-marker:focus-visible { fill: #fff; stroke: var(--accent); outline: none; }
+.levels-control[data-channel="red"] .levels-curve { stroke: #ff8f83; }
+.levels-control[data-channel="red"] .levels-marker { fill: #ffc0b8; }
+.levels-control[data-channel="green"] .levels-curve { stroke: #79e59b; }
+.levels-control[data-channel="green"] .levels-marker { fill: #bcf4cb; }
+.levels-control[data-channel="blue"] .levels-curve { stroke: #76b7ff; }
+.levels-control[data-channel="blue"] .levels-marker { fill: #bcdcff; }
+.levels-control.bypassed canvas, .levels-control.bypassed .levels-grid,
+.levels-control.bypassed .levels-curve, .levels-control.bypassed .levels-marker { opacity: .3; }
+.levels-toolbar #levelsBypass[aria-pressed="false"] { color: var(--accent); background: rgba(108,224,196,.10); }
+.levels-labels { display: grid; grid-template-columns: repeat(5, 1fr); margin-top: 5px; color: var(--muted-2); font-size: 7px; }
+.levels-labels span { text-align: center; }
+.levels-labels span:first-child { text-align: left; }
+.levels-labels span:last-child { text-align: right; }
+
 .balance-heading { align-items: flex-start; }
-.eyedropper-button { min-height: 27px; padding: 0 8px; border: 1px solid var(--line); border-radius: 7px; color: var(--muted); background: var(--surface-2); font-size: 7px; cursor: pointer; }
-.eyedropper-button.active { color: #06231c; background: var(--accent); }
-.sample-status { display: flex; align-items: center; gap: 7px; margin: 0 18px 5px; padding: 7px; border-radius: 7px; color: var(--muted); background: rgba(109,225,196,.05); font-size: 7px; }
-.sample-status i { width: 12px; height: 12px; border: 1px solid var(--line-strong); border-radius: 50%; }
-.sample-status button { margin-left: auto; color: var(--accent); background: transparent; font-size: 7px; cursor: pointer; }
-.capability-card { margin: 14px 16px 0; border: 1px solid var(--line); border-radius: 10px; background: rgba(255,255,255,.018); }
-.capability-card summary { display: flex; align-items: center; justify-content: space-between; padding: 10px; cursor: pointer; font-size: 9px; font-weight: 700; }
-.capability-card summary small { color: var(--muted-2); font-size: 8px; }
-.capability-grid { display: grid; gap: 5px; padding: 0 9px 9px; }
-.capability-grid > span { display: grid; grid-template-columns: auto 1fr auto; align-items: center; gap: 7px; padding: 6px 7px; border-radius: 7px; color: var(--muted); background: var(--surface-2); font-size: 8px; }
-.capability-grid i { width: 6px; height: 6px; border-radius: 50%; }
-.capability-grid .supported i { background: var(--accent); }
-.capability-grid .missing i { background: #d1a960; }
-.capability-grid small { color: var(--muted-2); font-size: 7px; }
-.export-card { margin-top: auto; padding: 16px; border-top: 1px solid var(--line); background: rgba(7,15,13,.58); }
-.export-card strong, .export-card small { display: block; }
-.export-card strong { font-size: 10px; }
-.export-card small { margin-top: 4px; color: var(--muted); font-size: 8px; line-height: 1.45; }
-.export-actions { display: grid; grid-template-columns: 74px 1fr; gap: 7px; margin-top: 11px; }
-.drop-overlay { position: absolute; z-index: 50; inset: 14px; display: grid; place-items: center; border: 1px dashed rgba(109,225,196,.55); border-radius: 15px; color: var(--accent-strong); background: rgba(6,27,22,.90); backdrop-filter: blur(12px); font-size: 14px; font-weight: 750; opacity: 0; pointer-events: none; transition: opacity .16s; }
-.drop-overlay.visible { opacity: 1; }
-.toast-region { position: fixed; z-index: 100; right: 18px; bottom: 18px; display: grid; gap: 7px; pointer-events: none; }
-.toast { min-width: 230px; max-width: 360px; padding: 11px 13px; border: 1px solid var(--line-strong); border-radius: 10px; color: #dcebe6; background: rgba(20,34,30,.97); box-shadow: 0 15px 40px rgba(0,0,0,.35); font-size: 9px; }
-.toast.error { border-color: rgba(255,154,142,.32); }
-
-@media (max-width: 880px) {
-  html, body { height: auto; overflow: auto; }
-  .app-shell { min-height: 100vh; height: auto; grid-template-rows: 58px auto; }
-  .topbar { position: sticky; top: 0; grid-template-columns: 1fr auto; min-height: 58px; padding-inline: 10px; }
-  .document-state, .privacy-pill { display: none; }
-  .workspace { display: flex; flex-direction: column; }
-  .preview-panel { min-height: 68vh; }
-  .control-panel { min-height: 620px; border-top: 1px solid var(--line); border-left: 0; }
-  .empty-state { min-height: 68vh; position: relative; }
-  .editor-stage { min-height: 68vh; }
-  .studio-toolbar { overflow-x: auto; }
-  .toolbar-group { min-width: max-content; }
-  .toolbar-group.right { display: none; }
-  .alpha-notice span { display: none; }
-}
-
-@media (max-width: 520px) {
+.eyedropper-button {
+  display: inline-flex;
+  align-items: center;
+  gap: 5px;
+  min-height: 27px;
+  padding: 0 8px;
+  border: 1px solid var(--line-strong);
+  border-radius: 7px;
+  color: var(--muted);
+  background: var(--surface-2);
+  font-size: 8px;
+  font-weight: 650;
+  cursor: pointer;
+}
+.eyedropper-button svg { width: 13px; }
+.eyedropper-button:hover, .eyedropper-button.active { color: var(--accent-strong); border-color: rgba(108,224,196,.42); background: rgba(47,122,104,.16); }
+.sample-status { display: flex; align-items: center; gap: 7px; margin: -7px 0 14px; padding: 7px 8px; border-radius: 7px; color: var(--muted); background: rgba(108,224,196,.06); font-size: 8px; }
+.sample-status[hidden] { display: none; }
+.sample-status > span:nth-child(2) { flex: 1; }
+.sample-swatch { width: 12px; height: 12px; border: 1px solid rgba(255,255,255,.38); border-radius: 3px; box-shadow: 0 1px 3px rgba(0,0,0,.3); }
+.sample-status button { padding: 2px 3px; color: var(--accent); background: transparent; font-size: 8px; cursor: pointer; }
+
+.inspector-footer { padding: 12px 16px; border-top: 1px solid var(--line); background: rgba(10,19,17,.9); }
+.secondary-button { display: inline-flex; align-items: center; justify-content: center; gap: 8px; min-height: 36px; padding: 0 14px; border: 1px solid var(--line-strong); border-radius: 9px; color: #c9d9d4; background: var(--surface-2); font-size: 11px; font-weight: 650; cursor: pointer; }
+.secondary-button:hover:not(:disabled) { border-color: rgba(108,224,196,.35); background: var(--surface-3); }
+.inspector-footer .secondary-button { width: 100%; }
+
+.empty-state { position: absolute; inset: 0; display: flex; flex-direction: column; align-items: center; justify-content: center; padding: 40px; text-align: center; overflow: auto; }
+.empty-visual { position: relative; width: 180px; height: 140px; margin-bottom: 3px; }
+.empty-visual > svg { position: relative; z-index: 1; width: 100%; height: 100%; filter: drop-shadow(0 20px 30px rgba(0,0,0,.28)); }
+.orb { position: absolute; border-radius: 50%; filter: blur(22px); }
+.orb-one { width: 85px; height: 85px; left: 22px; top: 27px; background: rgba(53, 195, 161, .17); }
+.orb-two { width: 70px; height: 70px; right: 12px; bottom: 8px; background: rgba(27, 112, 125, .18); }
+.empty-state h1 { max-width: 580px; margin: 0 0 12px; font-size: clamp(30px, 4vw, 48px); line-height: 1.04; letter-spacing: -.052em; }
+.empty-state > p:not(.eyebrow) { max-width: 535px; margin-bottom: 22px; color: var(--muted); font-size: 13px; line-height: 1.7; }
+.empty-actions { display: flex; align-items: center; gap: 12px; }
+.empty-actions > span { color: var(--muted-2); font-size: 10px; }
+.format-row { display: flex; align-items: center; gap: 9px; margin-top: 22px; color: var(--muted-2); font-size: 9px; }
+.format-row i { width: 2px; height: 2px; border-radius: 50%; background: var(--muted-2); }
+
+.library-section { width: min(620px, 90%); margin-top: 28px; }
+.library-heading { display: flex; justify-content: space-between; margin-bottom: 9px; color: var(--muted); font-size: 9px; font-weight: 650; text-transform: uppercase; letter-spacing: .08em; }
+.library-grid { display: grid; grid-template-columns: repeat(4, 1fr); gap: 7px; }
+.library-item { position: relative; min-height: 56px; padding: 10px; overflow: hidden; border: 1px solid var(--line); border-radius: 9px; background: linear-gradient(145deg, #17342f, #10221f); text-align: left; cursor: pointer; }
+.library-item::after { content: ""; position: absolute; width: 65px; height: 65px; right: -17px; bottom: -32px; border-radius: 50%; background: rgba(108,224,196,.08); }
+.library-item:hover { border-color: rgba(108,224,196,.34); background: linear-gradient(145deg, #1a3c36, #122824); }
+.library-item strong, .library-item small { position: relative; z-index: 1; display: block; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; }
+.library-item strong { margin-bottom: 7px; font-size: 9px; font-weight: 650; }
+.library-item small { color: var(--muted-2); font-size: 8px; }
+
+.canvas-toolbar { position: absolute; z-index: 5; top: 14px; left: 18px; right: 18px; display: flex; align-items: flex-start; justify-content: space-between; gap: 10px; pointer-events: none; }
+.canvas-toolbar button, .canvas-toolbar .canvas-color-info { pointer-events: auto; }
+.toolbar-left { display: grid; justify-items: start; gap: 7px; min-width: 0; }
+.segmented { display: inline-flex; padding: 3px; border: 1px solid var(--line); border-radius: 10px; background: rgba(11,20,18,.82); box-shadow: 0 8px 30px rgba(0,0,0,.16); backdrop-filter: blur(15px); }
+.segmented button { padding: 7px 11px; border-radius: 7px; color: var(--muted); background: transparent; font-size: 9px; cursor: pointer; }
+.segmented button:hover { color: var(--text); }
+.segmented button.active { color: var(--text); background: var(--surface-3); box-shadow: 0 1px 4px rgba(0,0,0,.22); }
+.toolbar-right { display: flex; align-items: center; gap: 5px; }
+.tool-button { display: inline-flex; align-items: center; gap: 6px; min-height: 32px; padding: 0 10px; border: 1px solid var(--line); border-radius: 9px; color: var(--muted); background: rgba(11,20,18,.82); font-size: 9px; cursor: pointer; backdrop-filter: blur(15px); }
+.tool-button svg { width: 14px; }
+.tool-button:hover, .tool-button.active { color: var(--text); border-color: var(--line-strong); background: var(--surface-3); }
+.zoom-controls { flex: 0 0 auto; padding: 2px; }
+.zoom-controls button { min-width: 29px; padding: 6px 7px; font-variant-numeric: tabular-nums; }
+#zoomStepButton { display: inline-flex; align-items: center; justify-content: center; gap: 4px; min-width: 62px; color: var(--accent); }
+#zoomStepButton svg { width: 13px; }
+#zoomStepButton.active { color: var(--accent-strong); background: rgba(38, 91, 78, .7); box-shadow: inset 0 0 0 1px rgba(108,224,196,.16); }
+
+.canvas-color-info { width: min(390px, calc(100vw - 400px)); min-width: 260px; overflow: hidden; border: 1px solid var(--line); border-radius: 10px; background: rgba(11,20,18,.9); box-shadow: 0 12px 34px rgba(0,0,0,.24); backdrop-filter: blur(18px); }
+.color-card-toggle { display: grid; grid-template-columns: auto minmax(0, 1fr) auto; align-items: center; gap: 8px; width: 100%; padding: 8px 10px; color: var(--muted); background: transparent; text-align: left; cursor: pointer; }
+.color-card-toggle:hover { color: var(--text); background: rgba(255,255,255,.025); }
+.color-card-toggle > svg:first-child { width: 14px; color: var(--accent); }
+.color-card-toggle span, .color-card-toggle strong, .color-card-toggle small { min-width: 0; }
+.color-card-toggle strong, .color-card-toggle small { display: block; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; }
+.color-card-toggle strong { color: #d7e5e1; font-size: 9px; }
+.color-card-toggle small { margin-top: 2px; color: var(--muted-2); font-size: 8px; }
+.color-card-toggle .disclosure-icon { width: 14px; transition: transform .18s; }
+.color-card-toggle[aria-expanded="true"] .disclosure-icon { transform: rotate(180deg); }
+.color-card-content { padding: 9px 10px 10px; border-top: 1px solid var(--line); }
+.color-card-heading { display: flex; align-items: flex-start; justify-content: space-between; gap: 8px; }
+.color-card-heading > span:first-child { min-width: 0; }
+.canvas-color-info strong, .canvas-color-info small { display: block; }
+.color-card-heading strong { overflow: hidden; color: #d7e5e1; font-size: 10px; text-overflow: ellipsis; white-space: nowrap; }
+.color-card-heading small { margin-top: 3px; color: var(--muted-2); font-size: 8px; }
+.canvas-color-info p { margin: 8px 0 0; color: var(--muted); font-size: 8px; line-height: 1.45; }
+.color-badges { display: flex; flex-wrap: wrap; justify-content: flex-end; gap: 3px; }
+.color-badges span { padding: 3px 5px; border-radius: 4px; color: var(--accent); background: rgba(108,224,196,.07); font-size: 7px; font-weight: 750; white-space: nowrap; }
+
+.editor-stage { position: absolute; inset: 0; display: flex; align-items: center; justify-content: center; padding: 68px 36px 48px; }
+.image-shell { position: relative; max-width: 100%; max-height: 100%; border-radius: 8px; overflow: hidden; background: #040807; box-shadow: 0 26px 80px rgba(0,0,0,.52), 0 0 0 1px rgba(255,255,255,.09); transform-origin: center; transition: transform .18s ease-out; touch-action: none; }
+.image-shell.pannable { cursor: grab; }
+.image-shell.zoom-tool { cursor: zoom-in; }
+.image-shell.panning { cursor: grabbing; transition: none; }
+.image-shell.sampling { cursor: crosshair; box-shadow: 0 26px 80px rgba(0,0,0,.52), 0 0 0 2px var(--accent); }
+.image-shell.sampling .compare-line { pointer-events: none; }
+.image-shell > img { display: block; max-width: 100%; max-height: calc(100vh - 182px); width: auto; height: auto; object-fit: contain; user-select: none; }
+.corrected-layer { position: absolute; inset: 0; width: 50%; overflow: hidden; }
+.corrected-layer img { display: block; width: var(--image-width, auto); height: 100%; max-width: none; object-fit: contain; user-select: none; }
+.compare-line { position: absolute; z-index: 4; left: 50%; top: 0; bottom: 0; width: 1px; color: #fff; background: rgba(255,255,255,.75); box-shadow: 0 0 0 1px rgba(0,0,0,.25); cursor: ew-resize; outline: none; }
+.compare-handle { position: absolute; top: 50%; left: 50%; display: grid; place-items: center; width: 32px; height: 32px; transform: translate(-50%, -50%); border: 1px solid rgba(255,255,255,.75); border-radius: 50%; color: #10201c; background: rgba(244,255,251,.93); box-shadow: 0 5px 20px rgba(0,0,0,.34); }
+.compare-handle svg { width: 16px; }
+.compare-line:focus-visible .compare-handle { box-shadow: 0 0 0 3px var(--accent), 0 5px 20px rgba(0,0,0,.34); }
+.image-label { position: absolute; z-index: 3; top: 12px; padding: 5px 7px; border-radius: 5px; color: rgba(255,255,255,.86); background: rgba(0,0,0,.38); font-size: 8px; font-weight: 750; letter-spacing: .08em; text-transform: uppercase; backdrop-filter: blur(6px); }
+.before-label { right: 12px; }
+.after-label { left: 12px; }
+.sample-marker { position: absolute; z-index: 8; width: 17px; height: 17px; transform: translate(-50%, -50%); border: 2px solid white; border-radius: 50%; box-shadow: 0 0 0 2px rgba(0,0,0,.65), 0 3px 10px rgba(0,0,0,.4); pointer-events: none; }
+.sample-marker::after { content: ""; position: absolute; inset: 5px; border-radius: 50%; background: var(--accent); }
+.sample-marker[hidden] { display: none; }
+.processing-overlay { position: absolute; z-index: 6; inset: 0; display: flex; align-items: flex-end; justify-content: center; gap: 8px; padding-bottom: 17px; color: rgba(255,255,255,.85); background: rgba(5,13,11,.08); font-size: 9px; opacity: 0; pointer-events: none; transition: opacity .18s; }
+.processing-overlay.visible { opacity: 1; }
+.spinner { display: inline-block; width: 13px; height: 13px; border: 2px solid rgba(255,255,255,.25); border-top-color: var(--accent); border-radius: 50%; animation: spin .7s linear infinite; }
+@keyframes spin { to { transform: rotate(360deg); } }
+.image-meta { position: absolute; left: 50%; bottom: 18px; transform: translateX(-50%); color: var(--muted-2); font-size: 9px; white-space: nowrap; }
+
+.drop-overlay { position: absolute; z-index: 30; inset: 14px; display: grid; place-items: center; border: 1px dashed rgba(108,224,196,.48); border-radius: 16px; background: rgba(7,24,20,.88); backdrop-filter: blur(14px); opacity: 0; pointer-events: none; transform: scale(.99); transition: opacity .18s, transform .18s; }
+.drop-overlay.visible { opacity: 1; transform: scale(1); }
+.drop-overlay > div { display: flex; flex-direction: column; align-items: center; gap: 8px; }
+.drop-overlay svg { width: 30px; color: var(--accent); }
+.drop-overlay strong { font-size: 18px; }
+.drop-overlay span { color: var(--muted); font-size: 10px; }
+
+.export-dialog { width: min(520px, calc(100vw - 30px)); padding: 0; border: 1px solid var(--line-strong); border-radius: 16px; color: var(--text); background: #101b19; box-shadow: var(--shadow); }
+.export-dialog::backdrop { background: rgba(2,7,6,.72); backdrop-filter: blur(7px); }
+.dialog-header { display: flex; align-items: center; justify-content: space-between; padding: 22px 23px 17px; border-bottom: 1px solid var(--line); }
+.dialog-header h2 { margin: 0; font-size: 18px; letter-spacing: -.025em; }
+.dialog-body { padding: 20px 23px; }
+fieldset { margin: 0; padding: 0; border: 0; }
+legend { margin-bottom: 10px; color: var(--muted); font-size: 10px; font-weight: 650; }
+.format-options { display: grid; grid-template-columns: repeat(4, 1fr); gap: 8px; }
+.format-options label { position: relative; cursor: pointer; }
+.format-options input { position: absolute; opacity: 0; }
+.format-options span { display: flex; flex-direction: column; gap: 4px; padding: 12px; border: 1px solid var(--line); border-radius: 10px; background: var(--surface-2); transition: .18s; }
+.format-options strong { font-size: 11px; }
+.format-options small { color: var(--muted); font-size: 8px; }
+.format-options input:checked + span { border-color: rgba(108,224,196,.55); background: rgba(47,122,104,.17); box-shadow: inset 0 0 0 1px rgba(108,224,196,.12); }
+.format-options input:focus-visible + span { outline: 2px solid var(--accent); outline-offset: 2px; }
+.quality-row { display: grid; gap: 10px; margin-top: 20px; }
+.quality-row > span { display: flex; justify-content: space-between; font-size: 10px; }
+.quality-row output { color: var(--muted); }
+.quality-row input { width: 100%; accent-color: var(--accent); }
+.export-note { display: flex; align-items: center; gap: 10px; margin-top: 20px; padding: 11px; border-radius: 9px; color: var(--muted); background: rgba(108,224,196,.05); font-size: 9px; line-height: 1.45; }
+.export-note svg { flex: 0 0 auto; width: 17px; color: var(--accent); }
+.color-export-note { margin-top: 9px; padding: 9px 10px; border: 1px solid rgba(108,224,196,.10); border-radius: 8px; color: var(--muted); background: rgba(108,224,196,.035); font-size: 8px; line-height: 1.45; }
+.color-export-note.warning { border-color: rgba(243,187,96,.22); color: #d9c39e; background: rgba(243,187,96,.05); }
+.dialog-actions { display: flex; justify-content: flex-end; gap: 8px; padding: 14px 23px; border-top: 1px solid var(--line); background: rgba(0,0,0,.08); }
+.button-loading { display: none; align-items: center; gap: 7px; }
+#downloadButton.loading .button-label { display: none; }
+#downloadButton.loading .button-loading { display: inline-flex; }
+#downloadButton.loading { min-width: 190px; pointer-events: none; }
+
+.toast-region { position: fixed; z-index: 100; right: 20px; bottom: 20px; display: grid; gap: 8px; pointer-events: none; }
+.toast { display: flex; align-items: center; gap: 9px; min-width: 240px; max-width: 360px; padding: 11px 13px; border: 1px solid var(--line-strong); border-radius: 10px; color: #dceae6; background: rgba(21,34,31,.96); box-shadow: 0 15px 40px rgba(0,0,0,.35); font-size: 10px; animation: toast-in .24s ease-out; }
+.toast.error { border-color: rgba(255,155,143,.28); }
+.toast::before { content: ""; width: 7px; height: 7px; border-radius: 50%; background: var(--accent); }
+.toast.error::before { background: var(--danger); }
+@keyframes toast-in { from { opacity: 0; transform: translateY(8px); } }
+
+@media (max-width: 900px) {
+  .workspace { grid-template-columns: minmax(0, 1fr) 300px; }
+  .inspector { font-size: 90%; }
+  .privacy-pill { display: none; }
+  .topbar { grid-template-columns: 1fr auto 1fr; }
+}
+
+@media (max-width: 690px) {
+  html, body { overflow: auto; }
+  .app { min-height: 100%; height: auto; grid-template-rows: 58px auto; }
+  .topbar { position: sticky; top: 0; min-height: 58px; grid-template-columns: 1fr auto; padding: 0 10px; }
+  .document-title, #undoButton, #redoButton { display: none; }
   .brand small { display: none; }
-  .secondary-button { padding-inline: 11px; }
-  .empty-state h1 { font-size: 35px; }
-  .editor-stage { padding: 68px 10px 22px; }
-  .preview-toolbar { flex-direction: column; align-items: stretch; }
-  .compare-control { justify-content: center; }
-  .compare-control input { flex: 1; }
-  .image-details { gap: 8px; flex-wrap: wrap; }
-  .source-card { display: none; }
-  .studio-toolbar { width: 100%; }
-  .presets { overflow-x: auto; max-width: calc(100vw - 20px); }
-  .image-frame canvas { max-height: 42vh; }
+  .workspace { display: flex; flex-direction: column; min-height: calc(100vh - 58px); }
+  .canvas-area { min-height: 62vh; }
+  .inspector { min-height: 70vh; border-left: 0; border-top: 1px solid var(--line); }
+  .empty-state { position: relative; min-height: 62vh; padding: 35px 20px; }
+  .empty-visual { width: 145px; height: 110px; }
+  .format-row { flex-wrap: wrap; justify-content: center; }
+  .library-grid { grid-template-columns: repeat(2, 1fr); }
+  .canvas-toolbar { left: 9px; right: 9px; overflow-x: auto; }
+  .toolbar-left { min-width: max-content; }
+  .canvas-color-info { width: min(330px, calc(100vw - 18px)); min-width: 230px; }
+  .segmented button { padding-inline: 8px; white-space: nowrap; }
+  .toolbar-right { display: none; }
+  .editor-stage { padding: 62px 12px 38px; }
+  .image-shell > img { max-height: 48vh; }
+  .image-meta { bottom: 12px; }
 }
 
 @media (prefers-reduced-motion: reduce) {
-  *, *::before, *::after { animation-duration: .01ms !important; transition-duration: .01ms !important; }
+  *, *::before, *::after { scroll-behavior: auto !important; animation-duration: .01ms !important; transition-duration: .01ms !important; }
+}
+
+/* Web-only renderer and capability states. Core tokens/layout above are copied
+   directly from the canonical desktop stylesheet. */
+html, body { min-width: 320px; }
+
+.image-shell {
+  display: grid;
+  place-items: center;
+  width: 100%;
+  height: 100%;
+  max-width: 100%;
+  max-height: 100%;
+  overflow: visible;
+  border-radius: 0;
+  background: transparent;
+  box-shadow: none;
+}
+.image-frame {
+  position: relative;
+  display: grid;
+  place-items: center;
+  max-width: 100%;
+  max-height: 100%;
+  overflow: hidden;
+  border-radius: 8px;
+  background: #040807;
+  box-shadow: 0 26px 80px rgba(0,0,0,.52), 0 0 0 1px rgba(255,255,255,.09);
+  transform-origin: center;
+  transition: transform .18s ease-out;
+  touch-action: none;
+  will-change: transform;
+}
+.image-shell.can-pan .image-frame { cursor: grab; }
+.image-shell.can-pan:active .image-frame { cursor: grabbing; transition: none; }
+.image-shell.zoom-tool .image-frame { cursor: zoom-in; }
+.image-shell.sampling .image-frame { cursor: crosshair; box-shadow: 0 26px 80px rgba(0,0,0,.52), 0 0 0 2px var(--accent); }
+.image-frame > img {
+  display: block;
+  max-width: 100%;
+  max-height: calc(100vh - 182px);
+  width: auto;
+  height: auto;
+  object-fit: contain;
+  user-select: none;
+}
+.corrected-layer canvas {
+  display: block;
+  width: var(--image-width, auto);
+  height: 100%;
+  max-width: none;
+  object-fit: fill;
+}
+.processing-overlay:not([hidden]) { opacity: 1; }
+.image-meta { display: flex; gap: 14px; }
+
+.capability-grid { display: grid; grid-template-columns: repeat(2, minmax(0, 1fr)); gap: 4px; margin-top: 8px; }
+.capability-grid > span { display: flex; align-items: center; gap: 5px; padding: 5px 6px; border-radius: 5px; color: var(--muted); background: rgba(255,255,255,.025); font-size: 7px; }
+.capability-grid > span i { width: 5px; height: 5px; border-radius: 50%; background: var(--muted-2); }
+.capability-grid > span.supported i { background: var(--accent); }
+.capability-grid > span.missing { opacity: .58; }
+.capability-grid small { margin-left: auto; color: var(--muted-2); font-size: 7px; }
+
+.available-format { color: var(--accent); }
+.coming-format { opacity: .62; }
+.coming-format b { margin-left: 4px; padding: 2px 4px; border-radius: 4px; color: var(--muted); background: rgba(255,255,255,.05); font-size: 7px; }
+.unavailable-feature { opacity: .52; }
+.unavailable-feature .library-item { width: 100%; cursor: not-allowed; }
+
+.unavailable-option { cursor: not-allowed !important; }
+.unavailable-option span { opacity: .42; filter: saturate(.3); }
+.unavailable-option small { color: #c2ad88; }
+.levels-control.disabled { opacity: .35; pointer-events: none; }
+
+.color-card-content #sourceDetails p { margin: 8px 0 0; }
+#zoomToolButton { display: inline-flex; align-items: center; justify-content: center; gap: 4px; min-width: 62px; color: var(--accent); }
+#zoomToolButton svg { width: 13px; }
+#zoomToolButton.active { color: var(--accent-strong); background: rgba(38, 91, 78, .7); box-shadow: inset 0 0 0 1px rgba(108,224,196,.16); }
+.settings-clip.apply-only { grid-template-columns: minmax(0, 1fr) auto; }
+
+@media (max-width: 690px) {
+  .image-frame > img { max-height: 48vh; }
+  .capability-grid { grid-template-columns: 1fr; }
 }
diff --git a/web/test/color-math.test.js b/web/test/color-math.test.js
index 83259ee..a6e3d2b 100644
--- a/web/test/color-math.test.js
+++ b/web/test/color-math.test.js
@@ -1,7 +1,17 @@
 import assert from "node:assert/strict";
 import test from "node:test";
 
-import {DEFAULT_SETTINGS, PRESETS, adjustPixel, processImageData} from "../src/color-math.js";
+import {
+  DEFAULT_SETTINGS,
+  LEVEL_CHANNELS,
+  LEVEL_DEFAULTS,
+  PRESETS,
+  adjustPixel,
+  applyLevels,
+  levelPoints,
+  monotoneCurve,
+  processImageData,
+} from "../src/color-math.js";
 
 test("default correction remains inside display range", () => {
   const result = adjustPixel(0.12, 0.48, 0.64, DEFAULT_SETTINGS);
@@ -13,6 +23,11 @@ test("default correction remains inside display range", () => {
 test("zero settings preserve a mid-gray pixel", () => {
   const settings = Object.fromEntries(Object.keys(DEFAULT_SETTINGS).map(name => [name, 0]));
   settings.master = 1;
+  LEVEL_CHANNELS.forEach(channel => {
+    ["black", "shadows", "midtone", "highlights", "white"].forEach((point, index) => {
+      settings[`levels_${channel}_${point}`] = LEVEL_DEFAULTS[index];
+    });
+  });
   const result = adjustPixel(0.5, 0.5, 0.5, settings);
   result.forEach(value => assert.ok(Math.abs(value - 0.5) < 1e-8));
 });
@@ -35,3 +50,64 @@ test("corrected underwater pixels never collapse to a black frame", () => {
   const result = adjustPixel(0.08, 0.42, 0.62, PRESETS.natural);
   assert.ok(result.some(value => value > 0.1));
 });
+
+test("Green correction uses the desktop key and reduces a green-heavy cast", () => {
+  const neutral = {...DEFAULT_SETTINGS, master: 1, green_correction: 0};
+  const corrected = {...neutral, green_correction: 1};
+  const before = adjustPixel(0.22, 0.78, 0.35, neutral);
+  const after = adjustPixel(0.22, 0.78, 0.35, corrected);
+  assert.ok(after[1] < before[1]);
+});
+
+test("all curated looks keep Green and Levels neutral", () => {
+  Object.values(PRESETS).forEach(settings => {
+    assert.equal(settings.green_correction, 0);
+    LEVEL_CHANNELS.forEach(channel => {
+      assert.deepEqual(levelPoints(settings, channel), LEVEL_DEFAULTS);
+    });
+  });
+});
+
+test("neutral five-point Levels are identity", () => {
+  for (let index = 0; index <= 100; index += 1) {
+    const value = index / 100;
+    assert.ok(Math.abs(monotoneCurve(value, LEVEL_DEFAULTS) - value) < 1e-7);
+  }
+});
+
+test("Levels curve is monotonic and cannot overshoot its control points", () => {
+  const points = [0.03, 0.18, 0.58, 0.86, 0.98];
+  const outputs = Array.from({length: 1001}, (_, index) => monotoneCurve(index / 1000, points));
+  outputs.forEach(value => assert.ok(value >= points[0] - 1e-6 && value <= points[4] + 1e-6));
+  for (let index = 1; index < outputs.length; index += 1) {
+    assert.ok(outputs[index] + 1e-7 >= outputs[index - 1]);
+  }
+});
+
+test("per-channel Levels affect only the selected channel after RGB", () => {
+  const settings = {
+    ...DEFAULT_SETTINGS,
+    levels_red_black: 0.08,
+    levels_red_shadows: 0.34,
+    levels_red_midtone: 0.62,
+    levels_red_highlights: 0.82,
+    levels_red_white: 1,
+  };
+  const source = [0.2, 0.4, 0.7];
+  const result = applyLevels(...source, settings);
+  assert.notEqual(result[0], source[0]);
+  assert.equal(result[1], source[1]);
+  assert.equal(result[2], source[2]);
+});
+
+test("levelPoints enforces non-decreasing serialized values", () => {
+  const settings = {
+    ...DEFAULT_SETTINGS,
+    levels_green_black: 0.6,
+    levels_green_shadows: 0.2,
+    levels_green_midtone: 0.4,
+    levels_green_highlights: 0.8,
+    levels_green_white: 0.7,
+  };
+  assert.deepEqual(levelPoints(settings, "green"), [0.6, 0.6, 0.6, 0.8, 0.8]);
+});

From 6c5b31a6f526e740304b8b9a762cf75da9c4e801 Mon Sep 17 00:00:00 2001
From: TomerSY <54842266+TomerSY@users.noreply.github.com>
Date: Tue, 28 Jul 2026 09:05:38 +0300
Subject: [PATCH 07/15] feat: add desktop sharpening and scaled comparison UI

---
 CHANGELOG.md                   |  28 ++++-
 README.md                      |  20 ++--
 docs/algorithm.md              |  23 ++--
 docs/desktop-ui-contract.md    | 184 +++++++++++++++++++----------
 docs/roadmap.md                |   2 +-
 pyproject.toml                 |   2 +-
 src/reeftone/__init__.py       |   2 +-
 src/reeftone/app.py            |   2 +-
 src/reeftone/config.py         |   6 +
 src/reeftone/processor.py      |  35 +++++-
 src/reeftone/static/app.js     |  76 ++++++++++--
 src/reeftone/static/index.html |  53 ++++++---
 src/reeftone/static/styles.css | 210 ++++++++++++++++++++++++++++++---
 tests/test_app.py              |  21 +++-
 tests/test_config.py           |  24 ++++
 tests/test_processor.py        |  63 ++++++++++
 16 files changed, 622 insertions(+), 129 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7536f1d..35fb919 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -22,7 +22,7 @@ small refinements.
 - Browser-side underwater scene analysis and the shared Python settings contract
 - Web parity with the canonical desktop typography, spacing, toolbar, inspector,
   Levels graph, disabled states, and responsive breakpoints
-- Browser Green correction and five-point RGB/Red/Green/Blue Levels in preview
+- Browser Green balance and five-point RGB/Red/Green/Blue Levels in preview
   and full-resolution worker export
 
 ### Fixed
@@ -43,6 +43,29 @@ small refinements.
 - Temporally stable HEVC video correction
 - Shared color-managed WebAssembly core for Python/web algorithm parity
 
+## [0.6.0] - 2026-07-28
+
+### Added
+
+- Output-neutral, float32 unsharp-mask Sharpening in Presence with Amount,
+  Radius, and Threshold controls
+- Per-control and group reset/bypass, undo/redo, copied-settings, preview, API,
+  session, and full-resolution export support for Sharpening
+- Sharpening coverage for neutral output, radius behavior, threshold noise
+  suppression, finite edge enhancement, clipping safety, and legacy settings
+
+### Changed
+
+- Visible underwater white-balance controls are now consistently named
+  Red balance, Green balance, and Blue balance while their serialized keys and
+  established adaptive processing remain backward compatible
+- All desktop text and icon sizes, related control geometry, panel sizing, and
+  responsive breakpoints now resolve at exactly 1.5× the previous canonical scale
+- Whole-image Before/After is now the default comparison mode when a photo opens
+  or adjustments reset; Swipe is an explicit opt-in and remains hidden until used
+- The desktop UI/settings contract now records the exact 0.6.0 reference required
+  for the subsequent web parity pass
+
 ## [0.5.0] - 2026-07-28
 
 ### Added
@@ -123,7 +146,8 @@ small refinements.
 - Local FastAPI service and responsive editor
 - Non-destructive sessions, presets, undo/redo, and before/after comparison
 
-[Unreleased]: https://github.com/TomerSY/ReefTone/compare/v0.5.0...HEAD
+[Unreleased]: https://github.com/TomerSY/ReefTone/compare/v0.6.0...HEAD
+[0.6.0]: https://github.com/TomerSY/ReefTone/compare/v0.5.0...v0.6.0
 [0.5.0]: https://github.com/TomerSY/ReefTone/compare/v0.4.1...v0.5.0
 [0.4.1]: https://github.com/TomerSY/ReefTone/releases/tag/v0.4.1
 [0.4.0]: https://github.com/TomerSY/ReefTone/compare/v0.3.0...v0.4.0
diff --git a/README.md b/README.md
index c4fdc42..4bb5da1 100644
--- a/README.md
+++ b/README.md
@@ -14,9 +14,10 @@ like a focused desktop editor today and can grow into a hosted product later.
 - base bit-depth, ICC/P3, transfer-function, HDR gain-map, and auxiliary-image detection
 - float32 processing from decode through correction
 - scene analysis for red attenuation, cyan cast, haze, and low light
-- underwater red compensation, Green correction, and confidence-gated white balance
+- underwater-aware Red, Green, and Blue balance with confidence-gated white balance
 - research-backed multiscale fusion of color-balanced and contrast-enhanced inputs
-- exposure, contrast, five-point RGB/channel Levels, tone, vibrance, clarity, and denoise
+- exposure, contrast, five-point RGB/channel Levels, tone, vibrance, clarity,
+  thresholded unsharp-mask sharpening, and denoise
 - a neutral-point eyedropper plus per-slider reset and non-destructive bypass
 - a real-time before/after editor with distinct presets, undo/redo, drag-and-drop,
   and keyboard-accessible controls
@@ -56,13 +57,16 @@ screen. You can also drag a file anywhere over the app.
 
 1. Open a photo and start with **Natural**. Use **Dramatic** for a warmer,
    darker, high-contrast treatment.
-2. Use the comparison divider to check skin, coral, and open-water gradients.
-3. Adjust **Red recovery** before adding saturation. This restores missing balance
-   more naturally than globally boosting color.
-4. Use **Green correction** when green dominates after red recovery, then refine
-   tonal placement with the five Levels markers.
+2. Hold **Before** for a whole-image check, or explicitly enable **Swipe** for a
+   draggable divider.
+3. Adjust **Red balance** before adding saturation. It is an underwater-aware
+   recovery control, not a naive red-channel multiplier.
+4. Use **Green balance** when green dominates after Red balance, then refine tonal
+   placement with the five Levels markers. **Blue balance** handles blue dominance.
 5. Use **Fusion clarity** to blend in the multiscale contrast branch.
-6. Export a JPEG for sharing or a 16-bit TIFF as a high-quality editing master.
+6. Add **Sharpening** only when needed: Amount controls strength, Radius controls
+   the edge scale in pixels, and Threshold protects fine noise.
+7. Export a JPEG for sharing or a 16-bit TIFF as a high-quality editing master.
 
 Use the eyedropper only on something that should be gray, white, or neutral.
 ReefTone averages a small patch and balances it without changing any other slider.
diff --git a/docs/algorithm.md b/docs/algorithm.md
index 0bad84d..d72f832 100644
--- a/docs/algorithm.md
+++ b/docs/algorithm.md
@@ -35,7 +35,7 @@ Decode + orient → RGB float32
         ↓
 Robust scene analysis
         ↓
-Red compensation + Green correction + adaptive gray-world balance
+Underwater-aware Red + Green + Blue balance and adaptive gray-world balance
         ↓
 Optional user-sampled neutral-point gains
         ↓
@@ -46,7 +46,7 @@ Exposure → black/white points → tone curve
         ↓
 RGB Levels → Red → Green → Blue Levels
         ↓
-Color → clarity/denoise → non-destructive master mix
+Color → clarity/denoise → thresholded sharpening → non-destructive master mix
 ```
 
 The same `correct_image()` function is used for preview, full-resolution export,
@@ -61,7 +61,7 @@ cast, low dynamic range, low light, and underwater confidence.
 
 ### 2. Underwater white balance
 
-Red recovery follows the Ancuti-style compensation shape:
+Red balance retains the established Ancuti-style compensation shape:
 
 ```text
 R' = R + α(Ḡ - R̄)(1 - R)G
@@ -73,10 +73,11 @@ magenta. After compensation, robust channel means are measured again and a
 confidence-weighted gray-world gain brings red closer to green without forcing the
 entire water column to neutral gray.
 
-Green correction is a scene-relative artist control. Positive values move a
+Green balance is a scene-relative artist control. Positive values move a
 green-heavy channel toward the mean of red and blue; negative values can restore
-green when it is deficient. Temperature and tint remain direct creative gains.
-All three controls are neutral at zero.
+green when it is deficient. Blue balance remains scene-adaptive, and Temperature
+and Tint remain direct creative gains. The serialized keys remain
+`red_recovery`, `green_correction`, and `blue_balance` for backward compatibility.
 
 ### 3. Neutral-point eyedropper
 
@@ -108,14 +109,18 @@ controls how strongly the fused result replaces the balanced base.
   RGB before the Red, Green, and Blue channel curves;
 - vibrance preferentially affects low-saturation colors;
 - clarity is a mid-frequency unsharp mask;
-- denoise is an edge-preserving bilateral blend.
+- denoise is an edge-preserving bilateral blend;
+- Sharpening uses a final float32 unsharp mask. Amount is 0–200%, Radius is
+  0.3–5.0 pixels, and Threshold is a 0–20% luminance-difference gate that suppresses
+  small noise before detail is added. Amount defaults to zero, so legacy settings
+  and every curated preset remain output-neutral.
 
 ### 6. Non-destructive controls
 
 Every slider has two local actions:
 
-- reset sets only that setting to its neutral value of zero;
-- bypass sends zero for that setting while preserving its chosen value.
+- reset sets only that setting to its documented default;
+- bypass sends its documented neutral value while preserving its chosen value.
 
 Preset values are intentionally separated, and the master mix blends the entire
 corrected result with the untouched source.
diff --git a/docs/desktop-ui-contract.md b/docs/desktop-ui-contract.md
index fe0361c..7c25a2b 100644
--- a/docs/desktop-ui-contract.md
+++ b/docs/desktop-ui-contract.md
@@ -1,10 +1,11 @@
 # Desktop UI and settings contract
 
-ReefTone Desktop 0.5.0 is the visual and behavioral reference for the next web
-parity pass. The web implementation may use a different renderer, but it should not
-rename, reorder, rescale, or silently reinterpret these controls.
+ReefTone Desktop 0.6.0 is the explicit visual and behavioral reference for the
+next web parity pass. The web renderer may differ, but it must not rename, reorder,
+rescale, or silently reinterpret these controls. Serialized legacy keys remain
+stable even where the visible label is clearer.
 
-## Visible order and labels
+## Visible order, labels, and help
 
 The top bar is ordered `ReefTone Studio`, document name/status, `Local & private`,
 `Undo`, `Redo`, `Export`. The preview toolbar is ordered:
@@ -19,92 +20,145 @@ then `Reset`. Its sections and controls are:
 
 1. **Light** — `Exposure`, `Contrast`, `Black point`, `White point`, `Highlights`,
    `Shadows`.
-2. **Levels** — channel dropdown `RGB`, `Red`, `Green`, `Blue`; reset; bypass; one
-   graph with markers `Black`, `Shadows`, `Midtone`, `Highlights`, `White`.
+2. **Levels** — channel dropdown `RGB`, `Red`, `Green`, `Blue`; group reset; group
+   bypass; one graph with markers `Black`, `Shadows`, `Midtone`, `Highlights`,
+   `White`.
 3. **Auto Restore** — on/off switch, `Strength`, `Overall mix`.
-4. **White balance** — `Sample neutral`, `Red recovery`, `Green correction`,
+4. **White balance** — `Sample neutral`, `Red balance`, `Green balance`,
    `Blue balance`, `Fusion clarity`, `Temperature`, `Tint`.
-5. **Presence** — `Saturation`, `Vibrance`, `Clarity`, `Denoise`.
-
-Every ordinary slider has reset then bypass actions. Reset writes zero. Bypass
-preserves the stored value, visually dims the control, and sends zero to processing;
-editing a bypassed slider enables it again. Levels reset and bypass operate on the
-currently selected channel as one five-point group. Copied settings include Green
-correction and all Levels channels, but exclude the sampled neutral color.
+5. **Presence** — `Saturation`, `Vibrance`, `Clarity`; compact **Sharpening**
+   subgroup with group reset/bypass and `Amount`, `Radius`, `Threshold`; `Denoise`.
+
+The White balance description and accessible help is: “Underwater-aware balance
+adapts to wavelength loss; these are not simple RGB multipliers.” Each balance
+slider exposes its visible name as its accessible label and a channel-specific
+tooltip. This wording is intentional: the engine uses measured scene attenuation
+and established adaptive compensation, not independent RGB multiplication.
+
+Sharpening tooltips define Amount as edge-detail strength, Radius as the blur radius
+in pixels used to find edges, and Threshold as the minimum luminance difference
+sharpened so higher values protect fine noise.
+
+Every ordinary slider has reset then bypass actions. Reset writes the documented
+default. Bypass preserves the stored value, visually dims the affected control, and
+sends its neutral value to processing; editing a bypassed slider enables it again.
+Levels and Sharpening also have group reset/bypass. Copied settings include all
+balance, Levels, and Sharpening fields, but exclude sampled neutral RGB values.
+Export and preview send the same effective settings.
+
+## Comparison and zoom
+
+Opening a photo, opening another photo, or resetting establishes whole-image
+Before/After mode:
+
+- `Swipe` is off (`aria-pressed="false"`).
+- The comparison line, handle, and Before/After overlay labels are hidden.
+- `Before` is enabled, shows the corrected whole image initially, and toggles the
+  whole image to original while active (`aria-pressed="true"`, visible text
+  changes to `After`).
+- Enabling Swipe turns whole-image Before off, disables its button, reveals the
+  divider at 50%, and preserves mutual exclusivity.
+- Holding `\` momentarily shows the original in either mode and restores the active
+  comparison state on release.
 
 The magnifier is point-centered. Left-click increases zoom by 25 percentage points;
 right-click decreases it by 25 percentage points. Zoom is clamped to 10–1600%.
 
 ## Settings schema
 
-Names below are the Python/API names. All values are JSON numbers.
-
-| Visible label | Key | Range | Default |
-| --- | --- | ---: | ---: |
-| Overall mix | `master` | 0–1 | 1 |
-| Strength | `auto_restore` | 0–1 | 0.90 |
-| Red recovery | `red_recovery` | 0–1.5 | 0.95 |
-| Green correction | `green_correction` | −1–1 | 0 |
-| Blue balance | `blue_balance` | −1–1 | 0.24 |
-| Fusion clarity | `dehaze` | 0–1 | 0.38 |
-| Temperature | `temperature` | −1–1 | 0.04 |
-| Tint | `tint` | −1–1 | 0.01 |
-| Exposure | `exposure` | −2–2 | 0 |
-| Contrast | `contrast` | −0.5–0.8 | 0.22 |
-| Black point | `black_point` | −0.5–0.5 | 0.08 |
-| White point | `white_point` | −0.5–0.5 | 0.04 |
-| Highlights | `highlights` | −1–1 | −0.14 |
-| Shadows | `shadows` | −1–1 | 0.10 |
-| Saturation | `saturation` | −1–1 | 0.05 |
-| Vibrance | `vibrance` | −1–1 | 0.22 |
-| Clarity | `clarity` | −1–1 | 0.16 |
-| Denoise | `denoise` | 0–1 | 0.03 |
+All values are JSON numbers. Visible naming changed without migrating the three
+stable balance keys.
+
+| Visible label | Key | Range | Default | Bypass |
+| --- | --- | ---: | ---: | ---: |
+| Overall mix | `master` | 0–1 | 1 | 0 |
+| Strength | `auto_restore` | 0–1 | 0.90 | 0 |
+| Red balance | `red_recovery` | 0–1.5 | 0.95 | 0 |
+| Green balance | `green_correction` | −1–1 | 0 | 0 |
+| Blue balance | `blue_balance` | −1–1 | 0.24 | 0 |
+| Fusion clarity | `dehaze` | 0–1 | 0.38 | 0 |
+| Temperature | `temperature` | −1–1 | 0.04 | 0 |
+| Tint | `tint` | −1–1 | 0.01 | 0 |
+| Exposure | `exposure` | −2–2 | 0 | 0 |
+| Contrast | `contrast` | −0.5–0.8 | 0.22 | 0 |
+| Black point | `black_point` | −0.5–0.5 | 0.08 | 0 |
+| White point | `white_point` | −0.5–0.5 | 0.04 | 0 |
+| Highlights | `highlights` | −1–1 | −0.14 | 0 |
+| Shadows | `shadows` | −1–1 | 0.10 | 0 |
+| Saturation | `saturation` | −1–1 | 0.05 | 0 |
+| Vibrance | `vibrance` | −1–1 | 0.22 | 0 |
+| Clarity | `clarity` | −1–1 | 0.16 | 0 |
+| Sharpening Amount | `sharpen_amount` | 0–2 (0–200%) | 0 | 0 |
+| Sharpening Radius | `sharpen_radius` | 0.3–5 px | 1 px | 1 px |
+| Sharpening Threshold | `sharpen_threshold` | 0–0.2 (0–20%) | 0.02 | 0 |
+| Denoise | `denoise` | 0–1 | 0.03 | 0 |
 
 Levels use
-`levels_{rgb|red|green|blue}_{black|shadows|midtone|highlights|white}`. Every
-Levels value ranges from 0 to 1. For every channel, the defaults in visible order
-are `0, 0.25, 0.5, 0.75, 1`.
-
+`levels_{rgb|red|green|blue}_{black|shadows|midtone|highlights|white}`. Each value
+ranges from 0 to 1; defaults in visible order are `0, 0.25, 0.5, 0.75, 1`.
 The neutral-point fields are `sample_red`, `sample_green`, `sample_blue`, and
 `sample_strength`; each ranges from 0 to 1 and defaults to zero.
 
-Green correction and all Levels values remain neutral in every 0.5.0 curated
-preset. This is intentional: existing looks retain their established rendering
-until each new adjustment is tuned against the reference set.
+All curated presets intentionally retain neutral Green balance, identity Levels,
+and Sharpening Amount 0. Old serialized settings omit Sharpening and therefore
+deserialize to Amount 0, Radius 1 px, Threshold 0.02 without changing output.
 
 ## Five-point Levels behavior
 
 The five names represent fixed input anchors at `0, 0.25, 0.5, 0.75, 1`; dragging
-a marker changes that anchor's output value. Fixed anchors are used because they
-give exactly five visible, serializable points and an exact identity default without
-an additional hidden endpoint.
+a marker changes that anchor's output value. Output values are non-decreasing. A
+marker is clamped between its immediate neighbors and cannot cross them. Keyboard
+arrows move a focused marker by 0.01; Shift plus an arrow moves it by 0.05. Pointer
+dragging is one undo step.
+
+Processing uses float32 monotone cubic Hermite interpolation without overshoot.
+The RGB curve applies to all channels first, followed by Red, Green, and Blue.
+Bypass substitutes identity values while retaining the edited curve. Preview and
+full-resolution export use the same code.
+
+## Sharpening behavior
+
+Sharpening runs in float32 after color, clarity, and denoise, and before the master
+mix. A Gaussian blur with `sigma = Radius` defines the unsharp detail. Threshold
+uses the absolute luma of that detail and a short feathered gate before Amount is
+applied. Output is finite and clamped once to the editor’s `[0, 1]` display-referred
+working range. Amount 0 returns the input unchanged and does not run the blur.
 
-Output values are non-decreasing. A marker is clamped between its immediate
-neighbors and cannot cross them. Keyboard arrows move a focused marker by 0.01;
-Shift plus an arrow moves it by 0.05. Pointer dragging is recorded as one undo step.
+Per-control edits, reset, bypass, group reset, and group bypass are undoable.
+Group reset restores `0 / 1 px / 0.02`; group bypass neutralizes Amount only while
+preserving all three stored values. Editing any Sharpening slider re-enables the
+group.
 
-Processing uses float32 monotone cubic Hermite interpolation. It does not overshoot
-the control points. The RGB curve is applied to all channels first, followed in
-order by Red, Green, and Blue. Bypass substitutes the identity values while
-retaining the edited curve. Preview and full-resolution export use the same code.
+## Canonical visual tokens and responsive behavior
 
-## Visual tokens and responsive behavior
+The 0.6.0 scale token is `--ui-scale: 1.5`. Every text size and icon/glyph dimension
+is exactly 1.5× the prior canonical base value; CSS retains the base value beside
+the multiplier so web parity can reproduce it without rounding.
 
 - Font stack: `Inter, ui-sans-serif, -apple-system, BlinkMacSystemFont, "Segoe UI",
   sans-serif`.
-- Top bar: 64 px high. Desktop inspector: 344 px wide. Inspector horizontal
-  padding: 16 px; sections: 17 px vertical padding; slider list gap: 16 px.
-- Major type: brand 15 px, inspector title 17 px, section title 12 px, slider label
-  10 px, section description 9 px, Levels marker labels 7 px.
-- Levels graph: full inspector width, 9:4 aspect ratio, 8 px radius, 288 × 128 SVG
-  coordinate space, 12-unit internal padding, 6-unit marker radius.
+- Resolved top bar: 96 px (64 × 1.5). Desktop inspector: 516 px (344 × 1.5).
+  Inspector horizontal padding: 24 px; section vertical padding: 25.5 px; slider
+  list gap: 24 px.
+- Resolved type: brand 22.5 px; inspector title 25.5 px; section title 18 px;
+  slider label/value 15 px; section description 13.5 px; Levels marker labels
+  10.5 px. Body copy, buttons, tabs, badges, tooltips, status text, and dialog text
+  use the same exact 1.5 multiplier over their checked-in base values.
+- Resolved common glyphs: top icon 25.5 px; primary-button icon 24 px; section
+  chevron 24 px; mini-control glyph 18 px; slider thumb 18 px; comparison handle
+  48 px with a 24 px glyph.
+- Levels graph: full inspector width, 9:4 aspect ratio, resolved 12 px radius,
+  288 × 128 internal coordinate space. Its SVG scales with the 1.5× inspector,
+  including its visible five markers.
 - Primary colors: background `#07100f`, surface `#0d1816`, text `#edf7f2`, muted
   `#8fa8a0`, accent `#6ce0c4`, strong accent `#9af4de`.
-- Shared radius token: 14 px. Standard buttons use 9 px; inspector cards use
-  10–11 px.
-- At 900 px the inspector becomes 300 px. At 690 px the workspace stacks, the top
-  bar becomes 58 px, document/undo/redo and right preview tools are hidden, and the
-  inspector occupies its own scrolling region.
+- Shared radius base token remains 14 px. Standard control/card radii and all
+  fixed control heights/spacing resolve at the 1.5 multiplier.
+- To prevent the 1.5× Looks and comparison toolbars from colliding, the canvas and
+  516 px reference-width inspector stack at 1800 px and below. At the exact 1.5×
+  mobile breakpoint (1035 px from the former 690 px), the top bar becomes 87 px,
+  document/undo/redo and right preview tools hide, and the inspector fills the
+  available width.
 
 Before an image is open, the preview toolbar is hidden and Export, Copy settings,
 Reset, Undo, and Redo are disabled with 0.35 opacity and a not-allowed cursor.
diff --git a/docs/roadmap.md b/docs/roadmap.md
index 3864e80..75d77fb 100644
--- a/docs/roadmap.md
+++ b/docs/roadmap.md
@@ -14,7 +14,7 @@
 
 - static PWA with no image upload endpoint
 - local JPEG/PNG decode, reliable Canvas preview, and worker-based export
-- desktop-matched web interface plus Green correction and five-point Levels
+- desktop-matched web interface plus Green balance and five-point Levels
 - responsive desktop and mobile editing workspace
 - browser capability detection and explicit format limitations
 - shared settings contract and cross-runtime reference fixtures
diff --git a/pyproject.toml b/pyproject.toml
index 6ac365d..0130e43 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "reeftone"
-version = "0.5.0"
+version = "0.6.0"
 description = "A non-destructive, adaptive underwater color-correction studio."
 readme = "README.md"
 requires-python = ">=3.11"
diff --git a/src/reeftone/__init__.py b/src/reeftone/__init__.py
index 34073db..7a9db34 100644
--- a/src/reeftone/__init__.py
+++ b/src/reeftone/__init__.py
@@ -4,4 +4,4 @@
 from .processor import analyze_image, correct_image
 
 __all__ = ["CorrectionSettings", "analyze_image", "correct_image"]
-__version__ = "0.5.0"
+__version__ = "0.6.0"
diff --git a/src/reeftone/app.py b/src/reeftone/app.py
index ac0391c..53ba955 100644
--- a/src/reeftone/app.py
+++ b/src/reeftone/app.py
@@ -32,7 +32,7 @@
 
 app = FastAPI(
     title="ReefTone",
-    version="0.5.0",
+    version="0.6.0",
     description="Adaptive underwater color restoration",
 )
 app.mount("/static", StaticFiles(directory=STATIC_DIR), name="static")
diff --git a/src/reeftone/config.py b/src/reeftone/config.py
index 223e232..3306bc0 100644
--- a/src/reeftone/config.py
+++ b/src/reeftone/config.py
@@ -32,6 +32,9 @@ class CorrectionSettings:
     vibrance: float = 0.22
     clarity: float = 0.16
     denoise: float = 0.03
+    sharpen_amount: float = 0.0
+    sharpen_radius: float = 1.0
+    sharpen_threshold: float = 0.02
     sample_red: float = 0.0
     sample_green: float = 0.0
     sample_blue: float = 0.0
@@ -76,6 +79,9 @@ class CorrectionSettings:
         "vibrance": (-1.0, 1.0),
         "clarity": (-1.0, 1.0),
         "denoise": (0.0, 1.0),
+        "sharpen_amount": (0.0, 2.0),
+        "sharpen_radius": (0.3, 5.0),
+        "sharpen_threshold": (0.0, 0.2),
         "sample_red": (0.0, 1.0),
         "sample_green": (0.0, 1.0),
         "sample_blue": (0.0, 1.0),
diff --git a/src/reeftone/processor.py b/src/reeftone/processor.py
index 27a108d..b2834cd 100644
--- a/src/reeftone/processor.py
+++ b/src/reeftone/processor.py
@@ -160,7 +160,7 @@ def _adaptive_white_balance(
         * (0.35 + recovered[..., 1])
     )
 
-    # Positive Green correction moves a green-heavy scene toward the mean of the
+    # Positive Green balance moves a green-heavy scene toward the mean of the
     # red and blue channels. Negative values deliberately add green when needed.
     green_target = (red_mean + blue_mean) * 0.5
     green_gap = green_target - green_mean
@@ -389,6 +389,33 @@ def _apply_detail(image: FloatImage, clarity: float, denoise: float) -> FloatIma
     return np.clip(result, 0.0, 1.0)
 
 
+def _apply_sharpening(
+    image: FloatImage,
+    amount: float,
+    radius: float,
+    threshold: float,
+) -> FloatImage:
+    """Apply thresholded unsharp masking in float precision."""
+
+    if amount <= 0.001:
+        return image
+    sigma = max(0.3, float(radius))
+    blurred = cv2.GaussianBlur(
+        image,
+        (0, 0),
+        sigmaX=sigma,
+        sigmaY=sigma,
+        borderType=cv2.BORDER_REFLECT101,
+    )
+    detail = image - blurred
+    if threshold > 0.0:
+        magnitude = np.abs(_rgb_luma(detail))
+        feather = max(float(threshold) * 0.5, 1e-4)
+        gate = np.clip((magnitude - float(threshold)) / feather, 0.0, 1.0)
+        detail = detail * gate[..., None]
+    return np.clip(image + detail * np.float32(amount), 0.0, 1.0).astype(np.float32)
+
+
 def correct_image(
     image: NDArray[np.generic],
     settings: CorrectionSettings | None = None,
@@ -406,6 +433,12 @@ def correct_image(
     corrected = _apply_levels(corrected, settings)
     corrected = _apply_color(corrected, settings)
     corrected = _apply_detail(corrected, settings.clarity, settings.denoise)
+    corrected = _apply_sharpening(
+        corrected,
+        settings.sharpen_amount,
+        settings.sharpen_radius,
+        settings.sharpen_threshold,
+    )
 
     master = np.float32(settings.master)
     return np.clip(original * (1.0 - master) + corrected * master, 0.0, 1.0).astype(np.float32)
diff --git a/src/reeftone/static/app.js b/src/reeftone/static/app.js
index 5403f1e..9881ab9 100644
--- a/src/reeftone/static/app.js
+++ b/src/reeftone/static/app.js
@@ -1,10 +1,19 @@
 const $ = (selector, root = document) => root.querySelector(selector);
 const $$ = (selector, root = document) => [...root.querySelectorAll(selector)];
-const APP_VERSION = "0.5.0";
+const APP_VERSION = "0.6.0";
 const LEVEL_CHANNELS = ["rgb", "red", "green", "blue"];
 const LEVEL_POINTS = ["black", "shadows", "midtone", "highlights", "white"];
 const LEVEL_DEFAULTS = [0, 0.25, 0.5, 0.75, 1];
 const LEVEL_VIEW = {width: 288, height: 128, padding: 12};
+const CONTROL_DEFAULTS = {
+  sharpen_amount: 0,
+  sharpen_radius: 1,
+  sharpen_threshold: 0.02,
+};
+const CONTROL_BYPASS_VALUES = {
+  sharpen_radius: 1,
+  sharpen_threshold: 0,
+};
 
 const state = {
   session: null,
@@ -14,7 +23,7 @@ const state = {
   history: [],
   future: [],
   compare: 50,
-  swipeEnabled: true,
+  swipeEnabled: false,
   fullBefore: false,
   zoomScale: 1,
   zoomMode: "fit",
@@ -213,7 +222,7 @@ async function activateSession(session) {
   drawLevelsHistogram();
   scrollToTop();
   alignImageLayers();
-  setSwipeEnabled(true);
+  setSwipeEnabled(false);
   setColorInfoExpanded(false);
   setZoomTool(false);
   setZoomMode("fit");
@@ -363,8 +372,11 @@ function restoreSnapshot(snapshot) {
 function effectiveSettings() {
   const effective = structuredClone(state.settings);
   state.bypassed.forEach(name => {
-    if (Object.hasOwn(effective, name)) effective[name] = 0;
+    if (Object.hasOwn(effective, name)) {
+      effective[name] = CONTROL_BYPASS_VALUES[name] ?? 0;
+    }
   });
+  if (state.bypassed.has("sharpening")) effective.sharpen_amount = 0;
   LEVEL_CHANNELS.forEach(channel => {
     if (!state.bypassed.has(`levels_${channel}`)) return;
     LEVEL_POINTS.forEach((point, index) => {
@@ -409,6 +421,9 @@ function updateHistoryButtons() {
 
 function displayValue(name, value) {
   if (name === "exposure") return `${value > 0 ? "+" : ""}${value.toFixed(2)}`;
+  if (name === "sharpen_amount") return `${Math.round(value * 100)}%`;
+  if (name === "sharpen_radius") return `${value.toFixed(1)} px`;
+  if (name === "sharpen_threshold") return `${Math.round(value * 100)}%`;
   const number = Math.round(value * 100);
   if (["master", "auto_restore", "red_recovery", "dehaze", "denoise"].includes(name)) return String(number);
   return `${number > 0 ? "+" : number < 0 ? "−" : ""}${Math.abs(number)}`;
@@ -433,13 +448,15 @@ function syncControls() {
     control?.classList.toggle("bypassed", bypassed);
     const bypassButton = control?.querySelector(".bypass-control");
     if (bypassButton) {
+      const readable = input.dataset.label || name.replaceAll("_", " ");
       bypassButton.setAttribute("aria-pressed", String(!bypassed));
-      bypassButton.title = bypassed ? `Enable ${name.replaceAll("_", " ")}` : `Temporarily disable ${name.replaceAll("_", " ")}`;
+      bypassButton.title = bypassed ? `Enable ${readable}` : `Temporarily disable ${readable}`;
     }
   });
   $("#autoToggle").checked = state.settings.auto_restore > 0;
   syncSampleStatus();
   renderLevelsControl();
+  syncSharpeningControl();
 }
 
 function applyPreset(name, record = true) {
@@ -474,11 +491,12 @@ function addPerControlActions() {
     const control = input.closest(".slider-control");
     if (!control || control.querySelector(".control-actions")) return;
     const name = input.dataset.setting;
-    const readable = name.replaceAll("_", " ");
+    const readable = input.dataset.label || name.replaceAll("_", " ");
+    const defaultValue = CONTROL_DEFAULTS[name] ?? 0;
     const actions = document.createElement("span");
     actions.className = "control-actions";
     actions.innerHTML = `
-      <button class="mini-control reset-control" type="button" title="Reset ${readable} to zero" aria-label="Reset ${readable} to zero">
+      <button class="mini-control reset-control" type="button" title="Reset ${readable} to default" aria-label="Reset ${readable} to default">
         <svg viewBox="0 0 24 24"><path d="M5 8v5h5"/><path d="M6.4 16a7 7 0 1 0 .2-8.2L5 10"/></svg>
       </button>
       <button class="mini-control bypass-control" type="button" title="Temporarily disable ${readable}" aria-label="Toggle ${readable}" aria-pressed="true">
@@ -490,8 +508,9 @@ function addPerControlActions() {
       event.preventDefault();
       event.stopPropagation();
       const previous = settingsSnapshot();
-      state.settings[name] = 0;
+      state.settings[name] = defaultValue;
       state.bypassed.delete(name);
+      if (name.startsWith("sharpen_")) state.bypassed.delete("sharpening");
       pushHistory(previous);
       syncControls();
       clearPresetSelection();
@@ -511,6 +530,40 @@ function addPerControlActions() {
   });
 }
 
+function syncSharpeningControl() {
+  const bypassed = state.bypassed.has("sharpening");
+  $("#sharpeningTool")?.classList.toggle("bypassed", bypassed);
+  const button = $("#sharpenBypass");
+  if (!button) return;
+  button.setAttribute("aria-pressed", String(!bypassed));
+  button.title = bypassed
+    ? "Enable sharpening"
+    : "Temporarily disable sharpening";
+}
+
+function resetSharpening() {
+  const previous = settingsSnapshot();
+  Object.entries(CONTROL_DEFAULTS).forEach(([name, value]) => {
+    state.settings[name] = value;
+    state.bypassed.delete(name);
+  });
+  state.bypassed.delete("sharpening");
+  pushHistory(previous);
+  syncControls();
+  clearPresetSelection();
+  schedulePreview(0);
+}
+
+function toggleSharpeningBypass() {
+  const previous = settingsSnapshot();
+  if (state.bypassed.has("sharpening")) state.bypassed.delete("sharpening");
+  else state.bypassed.add("sharpening");
+  pushHistory(previous);
+  syncSharpeningControl();
+  clearPresetSelection();
+  schedulePreview(0);
+}
+
 function levelsKey(channel, point) {
   return `levels_${channel}_${point}`;
 }
@@ -959,6 +1012,7 @@ function handleImageClick(event) {
 function resetSettings() {
   if (!state.session) return;
   applyPreset("natural");
+  setSwipeEnabled(false);
   toast("Adjustments reset to Natural");
 }
 
@@ -1039,6 +1093,8 @@ function bindEvents() {
   });
   $("#levelsReset").addEventListener("click", resetLevelsChannel);
   $("#levelsBypass").addEventListener("click", toggleLevelsBypass);
+  $("#sharpenReset").addEventListener("click", resetSharpening);
+  $("#sharpenBypass").addEventListener("click", toggleSharpeningBypass);
 
   let levelsDrag = null;
   elements.levelsEditor.addEventListener("pointerdown", event => {
@@ -1155,6 +1211,10 @@ function bindEvents() {
       const name = input.dataset.setting;
       state.settings[name] = Number(input.value);
       state.bypassed.delete(name);
+      if (name.startsWith("sharpen_")) {
+        state.bypassed.delete("sharpening");
+        syncSharpeningControl();
+      }
       updateRangeStyle(input);
       $(`[data-output="${name}"]`).value = displayValue(name, Number(input.value));
       clearPresetSelection();
diff --git a/src/reeftone/static/index.html b/src/reeftone/static/index.html
index b95dc99..0925864 100644
--- a/src/reeftone/static/index.html
+++ b/src/reeftone/static/index.html
@@ -5,10 +5,10 @@
   <meta name="viewport" content="width=device-width, initial-scale=1">
   <meta name="theme-color" content="#08110f">
   <meta name="description" content="ReefTone — adaptive underwater color restoration.">
-  <meta name="reeftone-version" content="0.5.0">
+  <meta name="reeftone-version" content="0.6.0">
   <title>ReefTone Studio</title>
   <link rel="icon" href="/static/favicon.svg" type="image/svg+xml">
-  <link rel="stylesheet" href="/static/styles.css?v=0.5.0">
+  <link rel="stylesheet" href="/static/styles.css?v=0.6.0">
 </head>
 <body>
   <div class="app" id="app">
@@ -69,11 +69,11 @@
             </section>
           </div>
           <div class="toolbar-right">
-            <button class="tool-button active" id="swipeToggle" type="button" aria-pressed="true">
+            <button class="tool-button" id="swipeToggle" type="button" aria-pressed="false" title="Enable draggable split-image comparison">
               <svg viewBox="0 0 24 24"><path d="M12 3v18"/><rect x="3" y="5" width="18" height="14" rx="2"/></svg>
               Swipe
             </button>
-            <button class="tool-button" id="beforeAfterButton" type="button" disabled aria-pressed="false">Before</button>
+            <button class="tool-button" id="beforeAfterButton" type="button" aria-pressed="false" title="Show the original over the whole image">Before</button>
             <div class="zoom-controls segmented" role="group" aria-label="Preview zoom">
               <button id="fitButton" type="button" class="active" title="Fit the entire image">Fit</button>
               <button type="button" data-zoom=".5" title="Half-size pixels">1:2</button>
@@ -131,13 +131,13 @@ <h1>Bring the reef back to life.</h1>
             <div class="corrected-layer" id="correctedLayer">
               <img id="correctedImage" alt="Color-corrected underwater photo">
             </div>
-            <div class="compare-line" id="compareLine" role="slider" tabindex="0" aria-label="Before and after comparison" aria-valuemin="0" aria-valuemax="100" aria-valuenow="50">
+            <div class="compare-line" id="compareLine" role="slider" tabindex="0" aria-label="Before and after comparison" aria-valuemin="0" aria-valuemax="100" aria-valuenow="50" hidden>
               <span class="compare-handle">
                 <svg viewBox="0 0 24 24"><path d="m9 8-4 4 4 4m6-8 4 4-4 4"/></svg>
               </span>
             </div>
-            <span class="image-label before-label">Before</span>
-            <span class="image-label after-label">After</span>
+            <span class="image-label before-label" hidden>Before</span>
+            <span class="image-label after-label" hidden>After</span>
             <span class="sample-marker" id="sampleMarker" hidden aria-hidden="true"></span>
             <div class="processing-overlay" id="processingOverlay" aria-live="polite">
               <span class="spinner"></span><span>Refining preview</span>
@@ -263,7 +263,7 @@ <h2>Color restoration</h2>
 
           <section class="control-section">
             <div class="section-heading balance-heading">
-              <div><h3>White balance</h3><p>Recover absorbed wavelengths</p></div>
+              <div><h3>White balance</h3><p id="whiteBalanceHelp">Underwater-aware balance adapts to wavelength loss; these are not simple RGB multipliers.</p></div>
               <button class="eyedropper-button" id="eyedropperButton" type="button" aria-pressed="false" title="Sample a neutral point from the photo">
                 <svg viewBox="0 0 24 24"><path d="m19 3 2 2-8.5 8.5-3-3L18 2a1.4 1.4 0 0 1 2 0Z"/><path d="m8.5 11.5-5 5v4h4l5-5"/><path d="M4 20h4"/></svg>
                 Sample neutral
@@ -276,16 +276,16 @@ <h2>Color restoration</h2>
             </div>
             <div class="control-list">
               <label class="slider-control">
-                <span>Red recovery</span><output data-output="red_recovery">95</output>
-                <input data-setting="red_recovery" type="range" min="0" max="1.5" step=".01" value=".95">
+                <span>Red balance</span><output data-output="red_recovery">95</output>
+                <input data-setting="red_recovery" data-label="Red balance" type="range" min="0" max="1.5" step=".01" value=".95" aria-label="Red balance" aria-describedby="whiteBalanceHelp" title="Underwater-aware red balance adapts to measured red attenuation.">
               </label>
               <label class="slider-control bipolar">
-                <span>Green correction</span><output data-output="green_correction">0</output>
-                <input data-setting="green_correction" type="range" min="-1" max="1" step=".01" value="0">
+                <span>Green balance</span><output data-output="green_correction">0</output>
+                <input data-setting="green_correction" data-label="Green balance" type="range" min="-1" max="1" step=".01" value="0" aria-label="Green balance" aria-describedby="whiteBalanceHelp" title="Underwater-aware green balance compensates a measured green-heavy or green-light cast.">
               </label>
               <label class="slider-control bipolar">
                 <span>Blue balance</span><output data-output="blue_balance">+24</output>
-                <input data-setting="blue_balance" type="range" min="-1" max="1" step=".01" value=".24">
+                <input data-setting="blue_balance" data-label="Blue balance" type="range" min="-1" max="1" step=".01" value=".24" aria-label="Blue balance" aria-describedby="whiteBalanceHelp" title="Underwater-aware blue balance adapts to measured blue dominance.">
               </label>
               <label class="slider-control">
                 <span>Fusion clarity</span><output data-output="dehaze">38</output>
@@ -320,6 +320,31 @@ <h2>Color restoration</h2>
                 <span>Clarity</span><output data-output="clarity">+16</output>
                 <input data-setting="clarity" type="range" min="-1" max="1" step=".01" value=".16">
               </label>
+              <div class="sharpening-tool" id="sharpeningTool">
+                <div class="sharpening-heading">
+                  <span><strong>Sharpening</strong><small>Thresholded unsharp mask</small></span>
+                  <span class="sharpening-actions">
+                    <button class="mini-control" id="sharpenReset" type="button" title="Reset sharpening controls" aria-label="Reset sharpening controls">
+                      <svg viewBox="0 0 24 24"><path d="M5 8v5h5"/><path d="M6.4 16a7 7 0 1 0 .2-8.2L5 10"/></svg>
+                    </button>
+                    <button class="mini-control bypass-control" id="sharpenBypass" type="button" title="Temporarily disable sharpening" aria-label="Toggle sharpening" aria-pressed="true">
+                      <svg viewBox="0 0 24 24"><path d="M2.5 12s3.5-5 9.5-5 9.5 5 9.5 5-3.5 5-9.5 5-9.5-5-9.5-5Z"/><circle cx="12" cy="12" r="2.5"/></svg>
+                    </button>
+                  </span>
+                </div>
+                <label class="slider-control sharpening-control">
+                  <span>Amount</span><output data-output="sharpen_amount">0%</output>
+                  <input data-setting="sharpen_amount" data-label="Sharpening amount" type="range" min="0" max="2" step=".01" value="0" aria-label="Sharpening amount" title="Strength of edge detail added, from 0% to 200%.">
+                </label>
+                <label class="slider-control sharpening-control">
+                  <span>Radius</span><output data-output="sharpen_radius">1.0 px</output>
+                  <input data-setting="sharpen_radius" data-label="Sharpening radius" type="range" min=".3" max="5" step=".1" value="1" aria-label="Sharpening radius" title="Blur radius in pixels used to find detail edges.">
+                </label>
+                <label class="slider-control sharpening-control">
+                  <span>Threshold</span><output data-output="sharpen_threshold">2%</output>
+                  <input data-setting="sharpen_threshold" data-label="Sharpening threshold" type="range" min="0" max=".2" step=".001" value=".02" aria-label="Sharpening threshold" title="Minimum luminance difference sharpened; higher values protect fine noise.">
+                </label>
+              </div>
               <label class="slider-control">
                 <span>Denoise</span><output data-output="denoise">3</output>
                 <input data-setting="denoise" type="range" min="0" max="1" step=".01" value=".03">
@@ -378,6 +403,6 @@ <h2>Color restoration</h2>
   </dialog>
 
   <div class="toast-region" id="toastRegion" aria-live="polite"></div>
-  <script src="/static/app.js?v=0.5.0" defer></script>
+  <script src="/static/app.js?v=0.6.0" defer></script>
 </body>
 </html>
diff --git a/src/reeftone/static/styles.css b/src/reeftone/static/styles.css
index d8c76c1..70c3816 100644
--- a/src/reeftone/static/styles.css
+++ b/src/reeftone/static/styles.css
@@ -1,4 +1,5 @@
 :root {
+  --ui-scale: 1.5;
   color-scheme: dark;
   --bg: #07100f;
   --surface: #0d1816;
@@ -209,6 +210,16 @@ h1, h2, h3, p { margin-top: 0; }
 .slider-control.bypassed .bypass-control { color: var(--accent); background: rgba(108,224,196,.10); }
 .master-control { padding-top: 2px; }
 
+.sharpening-tool { display: grid; gap: 16px; padding: 12px; border: 1px solid var(--line); border-radius: 9px; background: rgba(0,0,0,.08); transition: opacity .16s; }
+.sharpening-heading { display: flex; align-items: flex-start; justify-content: space-between; gap: 8px; }
+.sharpening-heading > span:first-child { min-width: 0; }
+.sharpening-heading strong, .sharpening-heading small { display: block; }
+.sharpening-heading strong { color: #d7e5e1; font-size: 10px; }
+.sharpening-heading small { margin-top: 3px; color: var(--muted-2); font-size: 8px; line-height: 1.35; }
+.sharpening-actions { display: inline-flex; gap: 2px; }
+.sharpening-tool.bypassed .sharpening-control { opacity: .34; }
+.sharpening-tool.bypassed #sharpenBypass { color: var(--accent); background: rgba(108,224,196,.10); }
+
 .levels-heading { align-items: flex-start; margin-bottom: 10px; }
 .levels-toolbar { display: flex; align-items: center; gap: 4px; }
 .levels-toolbar label { display: flex; }
@@ -393,34 +404,201 @@ legend { margin-bottom: 10px; color: var(--muted); font-size: 10px; font-weight:
 .toast.error::before { background: var(--danger); }
 @keyframes toast-in { from { opacity: 0; transform: translateY(8px); } }
 
-@media (max-width: 900px) {
-  .workspace { grid-template-columns: minmax(0, 1fr) 300px; }
-  .inspector { font-size: 90%; }
+/* The canonical desktop UI is rendered at exactly 1.5× its 0.5.0 base scale. */
+.app { grid-template-rows: calc(64px * var(--ui-scale)) minmax(0, 1fr); }
+.topbar {
+  grid-template-columns:
+    minmax(calc(210px * var(--ui-scale)), 1fr)
+    auto
+    minmax(calc(330px * var(--ui-scale)), 1fr);
+  min-height: calc(64px * var(--ui-scale));
+  padding: 0 calc(18px * var(--ui-scale));
+}
+.brand { gap: calc(10px * var(--ui-scale)); padding: calc(7px * var(--ui-scale)) calc(9px * var(--ui-scale)); border-radius: calc(10px * var(--ui-scale)); }
+.brand-mark { width: calc(34px * var(--ui-scale)); height: calc(34px * var(--ui-scale)); border-radius: calc(10px * var(--ui-scale)); }
+.brand-mark svg { width: calc(23px * var(--ui-scale)); }
+.brand > span:last-child { gap: calc(6px * var(--ui-scale)); }
+.brand strong { font-size: calc(15px * var(--ui-scale)); }
+.brand small { font-size: calc(12px * var(--ui-scale)); }
+.document-title { min-width: calc(190px * var(--ui-scale)); }
+.document-name { max-width: calc(300px * var(--ui-scale)); font-size: calc(13px * var(--ui-scale)); }
+.save-state { margin-top: calc(2px * var(--ui-scale)); font-size: calc(10px * var(--ui-scale)); }
+.top-actions { gap: calc(7px * var(--ui-scale)); }
+.privacy-pill { gap: calc(7px * var(--ui-scale)); margin-right: calc(5px * var(--ui-scale)); padding: calc(6px * var(--ui-scale)) calc(9px * var(--ui-scale)); font-size: calc(10px * var(--ui-scale)); }
+.status-dot { width: calc(6px * var(--ui-scale)); height: calc(6px * var(--ui-scale)); }
+.icon-button { width: calc(34px * var(--ui-scale)); height: calc(34px * var(--ui-scale)); border-radius: calc(9px * var(--ui-scale)); }
+.icon-button svg { width: calc(17px * var(--ui-scale)); }
+.primary-button { gap: calc(8px * var(--ui-scale)); min-height: calc(36px * var(--ui-scale)); padding: 0 calc(16px * var(--ui-scale)); border-radius: calc(9px * var(--ui-scale)); font-size: calc(12px * var(--ui-scale)); }
+.primary-button svg, .secondary-button svg { width: calc(16px * var(--ui-scale)); }
+.primary-button.large { min-height: calc(44px * var(--ui-scale)); padding: 0 calc(21px * var(--ui-scale)); border-radius: calc(11px * var(--ui-scale)); font-size: calc(13px * var(--ui-scale)); }
+.workspace { grid-template-columns: minmax(0, 1fr) calc(344px * var(--ui-scale)); }
+.inspector-header { padding: calc(20px * var(--ui-scale)) calc(20px * var(--ui-scale)) calc(14px * var(--ui-scale)); }
+.inspector-actions { gap: calc(5px * var(--ui-scale)); }
+.eyebrow { margin-bottom: calc(5px * var(--ui-scale)); font-size: calc(9px * var(--ui-scale)); }
+.inspector-header h2 { font-size: calc(17px * var(--ui-scale)); }
+.text-button { padding: calc(6px * var(--ui-scale)); font-size: calc(11px * var(--ui-scale)); }
+.analysis-card { gap: calc(11px * var(--ui-scale)); margin: 0 calc(16px * var(--ui-scale)) calc(7px * var(--ui-scale)); padding: calc(11px * var(--ui-scale)); border-radius: calc(11px * var(--ui-scale)); }
+.analysis-icon { width: calc(34px * var(--ui-scale)); height: calc(34px * var(--ui-scale)); border-radius: calc(9px * var(--ui-scale)); }
+.analysis-icon svg { width: calc(18px * var(--ui-scale)); }
+.analysis-card span:not(.confidence) { font-size: calc(11px * var(--ui-scale)); }
+.analysis-card small { margin-top: calc(3px * var(--ui-scale)); font-size: calc(9px * var(--ui-scale)); }
+.confidence { padding: calc(4px * var(--ui-scale)) calc(6px * var(--ui-scale)); border-radius: calc(5px * var(--ui-scale)); font-size: calc(8px * var(--ui-scale)); }
+.settings-shelf { margin: calc(3px * var(--ui-scale)) calc(16px * var(--ui-scale)) calc(7px * var(--ui-scale)); padding: calc(9px * var(--ui-scale)); border-radius: calc(10px * var(--ui-scale)); }
+.settings-shelf-heading { margin-bottom: calc(6px * var(--ui-scale)); font-size: calc(8px * var(--ui-scale)); }
+.settings-shelf-heading small { font-size: calc(7px * var(--ui-scale)); }
+#settingsShelfItems { gap: calc(5px * var(--ui-scale)); }
+.settings-clip { gap: calc(5px * var(--ui-scale)); padding: calc(6px * var(--ui-scale)) calc(7px * var(--ui-scale)); border-radius: calc(7px * var(--ui-scale)); }
+.settings-clip strong { font-size: calc(8px * var(--ui-scale)); }
+.settings-clip small { margin-top: calc(2px * var(--ui-scale)); font-size: calc(7px * var(--ui-scale)); }
+.settings-clip button { padding: calc(4px * var(--ui-scale)) calc(6px * var(--ui-scale)); border-radius: calc(5px * var(--ui-scale)); font-size: calc(7px * var(--ui-scale)); }
+.settings-clip .remove-clip { padding-inline: calc(4px * var(--ui-scale)); font-size: calc(12px * var(--ui-scale)); }
+.controls-scroll { padding: 0 calc(16px * var(--ui-scale)) calc(24px * var(--ui-scale)); }
+.control-section { padding: calc(17px * var(--ui-scale)) calc(1px * var(--ui-scale)); }
+.section-heading, .section-toggle { margin-bottom: calc(16px * var(--ui-scale)); }
+.section-heading h3, .section-toggle h3 { font-size: calc(12px * var(--ui-scale)); }
+.section-heading p, .section-toggle p { margin-top: calc(3px * var(--ui-scale)); font-size: calc(9px * var(--ui-scale)); line-height: 1.4; }
+.section-toggle svg { width: calc(16px * var(--ui-scale)); }
+.switch { width: calc(32px * var(--ui-scale)); height: calc(18px * var(--ui-scale)); }
+.switch span::after { top: calc(3px * var(--ui-scale)); left: calc(3px * var(--ui-scale)); width: calc(12px * var(--ui-scale)); height: calc(12px * var(--ui-scale)); }
+.switch input:checked + span::after { left: calc(17px * var(--ui-scale)); }
+.control-list { gap: calc(16px * var(--ui-scale)); }
+.slider-control { gap: calc(7px * var(--ui-scale)); font-size: calc(10px * var(--ui-scale)); }
+.slider-control output { min-width: calc(30px * var(--ui-scale)); }
+.slider-control input { height: calc(16px * var(--ui-scale)); margin-top: calc(-3px * var(--ui-scale)); }
+.slider-control input::-webkit-slider-runnable-track { height: calc(3px * var(--ui-scale)); }
+.slider-control input::-webkit-slider-thumb { width: calc(12px * var(--ui-scale)); height: calc(12px * var(--ui-scale)); margin-top: calc(-4.5px * var(--ui-scale)); border-width: calc(2px * var(--ui-scale)); }
+.control-actions, .sharpening-actions { gap: calc(2px * var(--ui-scale)); }
+.mini-control { width: calc(20px * var(--ui-scale)); height: calc(20px * var(--ui-scale)); border-radius: calc(5px * var(--ui-scale)); }
+.mini-control svg { width: calc(12px * var(--ui-scale)); }
+.master-control { padding-top: calc(2px * var(--ui-scale)); }
+.sharpening-tool { gap: calc(16px * var(--ui-scale)); padding: calc(12px * var(--ui-scale)); border-radius: calc(9px * var(--ui-scale)); }
+.sharpening-heading { gap: calc(8px * var(--ui-scale)); }
+.sharpening-heading strong { font-size: calc(10px * var(--ui-scale)); }
+.sharpening-heading small { margin-top: calc(3px * var(--ui-scale)); font-size: calc(8px * var(--ui-scale)); }
+.levels-heading { margin-bottom: calc(10px * var(--ui-scale)); }
+.levels-toolbar { gap: calc(4px * var(--ui-scale)); }
+.levels-toolbar select { min-width: calc(67px * var(--ui-scale)); height: calc(25px * var(--ui-scale)); padding: 0 calc(21px * var(--ui-scale)) 0 calc(8px * var(--ui-scale)); border-radius: calc(6px * var(--ui-scale)); font-size: calc(8px * var(--ui-scale)); }
+.levels-control { border-radius: calc(8px * var(--ui-scale)); }
+.levels-labels { margin-top: calc(5px * var(--ui-scale)); font-size: calc(7px * var(--ui-scale)); }
+.eyedropper-button { gap: calc(5px * var(--ui-scale)); min-height: calc(27px * var(--ui-scale)); padding: 0 calc(8px * var(--ui-scale)); border-radius: calc(7px * var(--ui-scale)); font-size: calc(8px * var(--ui-scale)); }
+.eyedropper-button svg { width: calc(13px * var(--ui-scale)); }
+.sample-status { gap: calc(7px * var(--ui-scale)); margin: calc(-7px * var(--ui-scale)) 0 calc(14px * var(--ui-scale)); padding: calc(7px * var(--ui-scale)) calc(8px * var(--ui-scale)); border-radius: calc(7px * var(--ui-scale)); font-size: calc(8px * var(--ui-scale)); }
+.sample-swatch { width: calc(12px * var(--ui-scale)); height: calc(12px * var(--ui-scale)); border-radius: calc(3px * var(--ui-scale)); }
+.sample-status button { padding: calc(2px * var(--ui-scale)) calc(3px * var(--ui-scale)); font-size: calc(8px * var(--ui-scale)); }
+.inspector-footer { padding: calc(12px * var(--ui-scale)) calc(16px * var(--ui-scale)); }
+.secondary-button { gap: calc(8px * var(--ui-scale)); min-height: calc(36px * var(--ui-scale)); padding: 0 calc(14px * var(--ui-scale)); border-radius: calc(9px * var(--ui-scale)); font-size: calc(11px * var(--ui-scale)); }
+.empty-state { padding: calc(40px * var(--ui-scale)); }
+.empty-visual { width: calc(180px * var(--ui-scale)); height: calc(140px * var(--ui-scale)); margin-bottom: calc(3px * var(--ui-scale)); }
+.empty-state h1 { max-width: calc(580px * var(--ui-scale)); margin-bottom: calc(12px * var(--ui-scale)); font-size: clamp(calc(30px * var(--ui-scale)), calc(4vw * var(--ui-scale)), calc(48px * var(--ui-scale))); }
+.empty-state > p:not(.eyebrow) { max-width: calc(535px * var(--ui-scale)); margin-bottom: calc(22px * var(--ui-scale)); font-size: calc(13px * var(--ui-scale)); }
+.empty-actions { gap: calc(12px * var(--ui-scale)); }
+.empty-actions > span { font-size: calc(10px * var(--ui-scale)); }
+.format-row { gap: calc(9px * var(--ui-scale)); margin-top: calc(22px * var(--ui-scale)); font-size: calc(9px * var(--ui-scale)); }
+.format-row i { width: calc(2px * var(--ui-scale)); height: calc(2px * var(--ui-scale)); }
+.library-section { width: min(calc(620px * var(--ui-scale)), 90%); margin-top: calc(28px * var(--ui-scale)); }
+.library-heading { margin-bottom: calc(9px * var(--ui-scale)); font-size: calc(9px * var(--ui-scale)); }
+.library-grid { gap: calc(7px * var(--ui-scale)); }
+.library-item { min-height: calc(56px * var(--ui-scale)); padding: calc(10px * var(--ui-scale)); border-radius: calc(9px * var(--ui-scale)); }
+.library-item strong { margin-bottom: calc(7px * var(--ui-scale)); font-size: calc(9px * var(--ui-scale)); }
+.library-item small { font-size: calc(8px * var(--ui-scale)); }
+.canvas-toolbar { top: calc(14px * var(--ui-scale)); left: calc(18px * var(--ui-scale)); right: calc(18px * var(--ui-scale)); gap: calc(10px * var(--ui-scale)); }
+.toolbar-left { gap: calc(7px * var(--ui-scale)); }
+.segmented { padding: calc(3px * var(--ui-scale)); border-radius: calc(10px * var(--ui-scale)); }
+.segmented button { padding: calc(7px * var(--ui-scale)) calc(11px * var(--ui-scale)); border-radius: calc(7px * var(--ui-scale)); font-size: calc(9px * var(--ui-scale)); }
+.toolbar-right { gap: calc(5px * var(--ui-scale)); }
+.tool-button { gap: calc(6px * var(--ui-scale)); min-height: calc(32px * var(--ui-scale)); padding: 0 calc(10px * var(--ui-scale)); border-radius: calc(9px * var(--ui-scale)); font-size: calc(9px * var(--ui-scale)); }
+.tool-button svg { width: calc(14px * var(--ui-scale)); }
+.zoom-controls { padding: calc(2px * var(--ui-scale)); }
+.zoom-controls button { min-width: calc(29px * var(--ui-scale)); padding: calc(6px * var(--ui-scale)) calc(7px * var(--ui-scale)); }
+#zoomStepButton { gap: calc(4px * var(--ui-scale)); min-width: calc(62px * var(--ui-scale)); }
+#zoomStepButton svg { width: calc(13px * var(--ui-scale)); }
+.canvas-color-info { width: min(calc(390px * var(--ui-scale)), calc(100vw - 600px)); min-width: calc(260px * var(--ui-scale)); border-radius: calc(10px * var(--ui-scale)); }
+.color-card-toggle { gap: calc(8px * var(--ui-scale)); padding: calc(8px * var(--ui-scale)) calc(10px * var(--ui-scale)); }
+.color-card-toggle > svg:first-child, .color-card-toggle .disclosure-icon { width: calc(14px * var(--ui-scale)); }
+.color-card-toggle strong { font-size: calc(9px * var(--ui-scale)); }
+.color-card-toggle small { margin-top: calc(2px * var(--ui-scale)); font-size: calc(8px * var(--ui-scale)); }
+.color-card-content { padding: calc(9px * var(--ui-scale)) calc(10px * var(--ui-scale)) calc(10px * var(--ui-scale)); }
+.color-card-heading { gap: calc(8px * var(--ui-scale)); }
+.color-card-heading strong { font-size: calc(10px * var(--ui-scale)); }
+.color-card-heading small { margin-top: calc(3px * var(--ui-scale)); font-size: calc(8px * var(--ui-scale)); }
+.canvas-color-info p { margin-top: calc(8px * var(--ui-scale)); font-size: calc(8px * var(--ui-scale)); }
+.color-badges { gap: calc(3px * var(--ui-scale)); }
+.color-badges span { padding: calc(3px * var(--ui-scale)) calc(5px * var(--ui-scale)); border-radius: calc(4px * var(--ui-scale)); font-size: calc(7px * var(--ui-scale)); }
+.editor-stage { padding: calc(68px * var(--ui-scale)) calc(36px * var(--ui-scale)) calc(48px * var(--ui-scale)); }
+.image-shell { border-radius: calc(8px * var(--ui-scale)); }
+.image-shell > img { max-height: calc(100vh - 273px); }
+.compare-handle { width: calc(32px * var(--ui-scale)); height: calc(32px * var(--ui-scale)); }
+.compare-handle svg { width: calc(16px * var(--ui-scale)); }
+.image-label { top: calc(12px * var(--ui-scale)); padding: calc(5px * var(--ui-scale)) calc(7px * var(--ui-scale)); border-radius: calc(5px * var(--ui-scale)); font-size: calc(8px * var(--ui-scale)); }
+.before-label { right: calc(12px * var(--ui-scale)); }
+.after-label { left: calc(12px * var(--ui-scale)); }
+.sample-marker { width: calc(17px * var(--ui-scale)); height: calc(17px * var(--ui-scale)); border-width: calc(2px * var(--ui-scale)); }
+.sample-marker::after { inset: calc(5px * var(--ui-scale)); }
+.processing-overlay { gap: calc(8px * var(--ui-scale)); padding-bottom: calc(17px * var(--ui-scale)); font-size: calc(9px * var(--ui-scale)); }
+.spinner { width: calc(13px * var(--ui-scale)); height: calc(13px * var(--ui-scale)); border-width: calc(2px * var(--ui-scale)); }
+.image-meta { bottom: calc(18px * var(--ui-scale)); font-size: calc(9px * var(--ui-scale)); }
+.drop-overlay { inset: calc(14px * var(--ui-scale)); border-radius: calc(16px * var(--ui-scale)); }
+.drop-overlay > div { gap: calc(8px * var(--ui-scale)); }
+.drop-overlay svg { width: calc(30px * var(--ui-scale)); }
+.drop-overlay strong { font-size: calc(18px * var(--ui-scale)); }
+.drop-overlay span { font-size: calc(10px * var(--ui-scale)); }
+.export-dialog { width: min(calc(520px * var(--ui-scale)), calc(100vw - 45px)); border-radius: calc(16px * var(--ui-scale)); }
+.dialog-header { padding: calc(22px * var(--ui-scale)) calc(23px * var(--ui-scale)) calc(17px * var(--ui-scale)); }
+.dialog-header h2 { font-size: calc(18px * var(--ui-scale)); }
+.dialog-body { padding: calc(20px * var(--ui-scale)) calc(23px * var(--ui-scale)); }
+legend { margin-bottom: calc(10px * var(--ui-scale)); font-size: calc(10px * var(--ui-scale)); }
+.format-options { gap: calc(8px * var(--ui-scale)); }
+.format-options span { gap: calc(4px * var(--ui-scale)); padding: calc(12px * var(--ui-scale)); border-radius: calc(10px * var(--ui-scale)); }
+.format-options strong { font-size: calc(11px * var(--ui-scale)); }
+.format-options small { font-size: calc(8px * var(--ui-scale)); }
+.quality-row { gap: calc(10px * var(--ui-scale)); margin-top: calc(20px * var(--ui-scale)); }
+.quality-row > span { font-size: calc(10px * var(--ui-scale)); }
+.export-note { gap: calc(10px * var(--ui-scale)); margin-top: calc(20px * var(--ui-scale)); padding: calc(11px * var(--ui-scale)); border-radius: calc(9px * var(--ui-scale)); font-size: calc(9px * var(--ui-scale)); }
+.export-note svg { width: calc(17px * var(--ui-scale)); }
+.color-export-note { margin-top: calc(9px * var(--ui-scale)); padding: calc(9px * var(--ui-scale)) calc(10px * var(--ui-scale)); border-radius: calc(8px * var(--ui-scale)); font-size: calc(8px * var(--ui-scale)); }
+.dialog-actions { gap: calc(8px * var(--ui-scale)); padding: calc(14px * var(--ui-scale)) calc(23px * var(--ui-scale)); }
+.button-loading { gap: calc(7px * var(--ui-scale)); }
+#downloadButton.loading { min-width: calc(190px * var(--ui-scale)); }
+.toast-region { right: calc(20px * var(--ui-scale)); bottom: calc(20px * var(--ui-scale)); gap: calc(8px * var(--ui-scale)); }
+.toast { gap: calc(9px * var(--ui-scale)); min-width: calc(240px * var(--ui-scale)); max-width: calc(360px * var(--ui-scale)); padding: calc(11px * var(--ui-scale)) calc(13px * var(--ui-scale)); border-radius: calc(10px * var(--ui-scale)); font-size: calc(10px * var(--ui-scale)); }
+.toast::before { width: calc(7px * var(--ui-scale)); height: calc(7px * var(--ui-scale)); }
+
+@media (max-width: 1800px) {
+  html, body { overflow: auto; }
+  .app { min-height: 100%; height: auto; }
+  .workspace { display: flex; flex-direction: column; min-height: calc(100vh - 96px); }
+  .canvas-area { min-height: calc(100vh - 96px); }
+  .inspector {
+    width: min(calc(344px * var(--ui-scale)), 100%);
+    min-height: 90vh;
+    margin-inline: auto;
+    border-top: 1px solid var(--line);
+    border-right: 1px solid var(--line);
+  }
   .privacy-pill { display: none; }
   .topbar { grid-template-columns: 1fr auto 1fr; }
 }
 
-@media (max-width: 690px) {
-  html, body { overflow: auto; }
-  .app { min-height: 100%; height: auto; grid-template-rows: 58px auto; }
-  .topbar { position: sticky; top: 0; min-height: 58px; grid-template-columns: 1fr auto; padding: 0 10px; }
+@media (max-width: 1035px) {
+  .app { min-height: 100%; height: auto; grid-template-rows: calc(58px * var(--ui-scale)) auto; }
+  .topbar { position: sticky; top: 0; min-height: calc(58px * var(--ui-scale)); grid-template-columns: 1fr auto; padding: 0 calc(10px * var(--ui-scale)); }
   .document-title, #undoButton, #redoButton { display: none; }
   .brand small { display: none; }
-  .workspace { display: flex; flex-direction: column; min-height: calc(100vh - 58px); }
+  .workspace { min-height: calc(100vh - 87px); }
   .canvas-area { min-height: 62vh; }
-  .inspector { min-height: 70vh; border-left: 0; border-top: 1px solid var(--line); }
-  .empty-state { position: relative; min-height: 62vh; padding: 35px 20px; }
-  .empty-visual { width: 145px; height: 110px; }
+  .inspector { min-height: 70vh; border-left: 0; border-right: 0; border-top: 1px solid var(--line); }
+  .empty-state { position: relative; min-height: 62vh; padding: calc(35px * var(--ui-scale)) calc(20px * var(--ui-scale)); }
+  .empty-visual { width: calc(145px * var(--ui-scale)); height: calc(110px * var(--ui-scale)); }
   .format-row { flex-wrap: wrap; justify-content: center; }
   .library-grid { grid-template-columns: repeat(2, 1fr); }
-  .canvas-toolbar { left: 9px; right: 9px; overflow-x: auto; }
+  .canvas-toolbar { left: calc(9px * var(--ui-scale)); right: calc(9px * var(--ui-scale)); overflow-x: auto; }
   .toolbar-left { min-width: max-content; }
-  .canvas-color-info { width: min(330px, calc(100vw - 18px)); min-width: 230px; }
-  .segmented button { padding-inline: 8px; white-space: nowrap; }
+  .canvas-color-info { width: min(calc(330px * var(--ui-scale)), calc(100vw - 27px)); min-width: calc(230px * var(--ui-scale)); }
+  .segmented button { padding-inline: calc(8px * var(--ui-scale)); white-space: nowrap; }
   .toolbar-right { display: none; }
-  .editor-stage { padding: 62px 12px 38px; }
+  .editor-stage { padding: calc(62px * var(--ui-scale)) calc(12px * var(--ui-scale)) calc(38px * var(--ui-scale)); }
   .image-shell > img { max-height: 48vh; }
-  .image-meta { bottom: 12px; }
+  .image-meta { bottom: calc(12px * var(--ui-scale)); }
 }
 
 @media (prefers-reduced-motion: reduce) {
diff --git a/tests/test_app.py b/tests/test_app.py
index a61d698..d294a87 100644
--- a/tests/test_app.py
+++ b/tests/test_app.py
@@ -13,7 +13,7 @@ def test_health() -> None:
     response = client.get("/api/health")
     assert response.status_code == 200
     assert response.json()["status"] == "ok"
-    assert response.json()["version"] == "0.5.0"
+    assert response.json()["version"] == "0.6.0"
 
 
 def test_presets() -> None:
@@ -22,15 +22,26 @@ def test_presets() -> None:
     natural = response.json()["presets"]["natural"]
     assert natural["green_correction"] == 0
     assert natural["levels_rgb_midtone"] == 0.5
+    assert natural["sharpen_amount"] == 0
+    assert natural["sharpen_radius"] == 1
+    assert natural["sharpen_threshold"] == 0.02
 
 
 def test_home_loads_editor() -> None:
     response = client.get("/")
     assert response.status_code == 200
     assert "ReefTone Studio" in response.text
-    assert "Green correction" in response.text
+    assert "Red balance" in response.text
+    assert "Green balance" in response.text
+    assert "Blue balance" in response.text
+    assert "Underwater-aware balance" in response.text
+    assert "Thresholded unsharp mask" in response.text
     assert "Five-point tonal curve" in response.text
     assert "click the image +25%" in response.text
+    assert 'id="swipeToggle" type="button" aria-pressed="false"' in response.text
+    assert 'id="beforeAfterButton" type="button" aria-pressed="false"' in response.text
+    assert 'id="compareLine"' in response.text
+    assert 'aria-valuenow="50" hidden' in response.text
     assert 'class="icon-button close-dialog" type="button"' in response.text
 
 
@@ -66,12 +77,18 @@ def record_settings(image, settings):
             "quality": 90,
             "green_correction": 0.2,
             "levels_rgb_midtone": 0.6,
+            "sharpen_amount": 0.8,
+            "sharpen_radius": 1.4,
+            "sharpen_threshold": 0.03,
         },
     )
     assert exported.status_code == 200
     assert exported.content.startswith(b"\xff\xd8")
     assert processed_settings[0].green_correction == 0.2
     assert processed_settings[0].levels_rgb_midtone == 0.6
+    assert processed_settings[0].sharpen_amount == 0.8
+    assert processed_settings[0].sharpen_radius == 1.4
+    assert processed_settings[0].sharpen_threshold == 0.03
 
     heic = client.post(
         f"/api/session/{session_id}/export",
diff --git a/tests/test_config.py b/tests/test_config.py
index 822f362..ab19a87 100644
--- a/tests/test_config.py
+++ b/tests/test_config.py
@@ -30,6 +30,29 @@ def test_levels_mapping_enforces_monotonic_control_points() -> None:
     assert settings.to_dict()["green_correction"] == 0
 
 
+def test_sharpening_serialization_and_legacy_defaults_are_backward_compatible() -> None:
+    legacy = CorrectionSettings.from_mapping({"clarity": 0.3, "denoise": 0.1})
+    assert legacy.sharpen_amount == 0
+    assert legacy.sharpen_radius == 1
+    assert legacy.sharpen_threshold == 0.02
+
+    restored = CorrectionSettings.from_mapping(
+        {
+            "sharpen_amount": 3,
+            "sharpen_radius": 0,
+            "sharpen_threshold": 0.3,
+        }
+    )
+    assert restored.sharpen_amount == 2
+    assert restored.sharpen_radius == 0.3
+    assert restored.sharpen_threshold == 0.2
+    assert {
+        "sharpen_amount",
+        "sharpen_radius",
+        "sharpen_threshold",
+    } <= restored.to_dict().keys()
+
+
 def test_presets_are_independent_settings() -> None:
     assert set(PRESETS) == {"natural", "vivid", "deep", "gentle", "dramatic"}
     assert PRESETS["deep"].dehaze > PRESETS["gentle"].dehaze
@@ -38,6 +61,7 @@ def test_presets_are_independent_settings() -> None:
     assert PRESETS["gentle"].master < PRESETS["natural"].master
     for preset in PRESETS.values():
         assert preset.green_correction == 0
+        assert preset.sharpen_amount == 0
         assert preset.level_points("rgb") == (0, 0.25, 0.5, 0.75, 1)
         assert preset.level_points("red") == (0, 0.25, 0.5, 0.75, 1)
         assert preset.level_points("green") == (0, 0.25, 0.5, 0.75, 1)
diff --git a/tests/test_processor.py b/tests/test_processor.py
index d8e6d97..1ae92cb 100644
--- a/tests/test_processor.py
+++ b/tests/test_processor.py
@@ -34,6 +34,9 @@ def identity_settings(**overrides: float) -> CorrectionSettings:
         "vibrance": 0,
         "clarity": 0,
         "denoise": 0,
+        "sharpen_amount": 0,
+        "sharpen_radius": 1,
+        "sharpen_threshold": 0.02,
     }
     values.update(overrides)
     return CorrectionSettings(**values)
@@ -154,3 +157,63 @@ def test_per_channel_levels_only_change_the_selected_channel() -> None:
     assert np.mean(np.abs(corrected[..., 0] - source[..., 0])) > 0.02
     np.testing.assert_allclose(corrected[..., 1], source[..., 1], atol=2e-6)
     np.testing.assert_allclose(corrected[..., 2], source[..., 2], atol=2e-6)
+
+
+def test_sharpening_amount_zero_is_exact_identity() -> None:
+    source = teal_test_image(64, 96)
+    baseline = correct_image(source, identity_settings())
+    settings = identity_settings(
+        sharpen_amount=0,
+        sharpen_radius=5,
+        sharpen_threshold=0,
+    )
+    np.testing.assert_array_equal(correct_image(source, settings), baseline)
+
+
+def test_sharpening_radius_controls_detail_spread() -> None:
+    source = np.full((65, 65, 3), 0.45, dtype=np.float32)
+    source[32, 32] = 0.7
+    narrow = correct_image(
+        source,
+        identity_settings(sharpen_amount=1, sharpen_radius=0.3, sharpen_threshold=0),
+    )
+    wide = correct_image(
+        source,
+        identity_settings(sharpen_amount=1, sharpen_radius=4, sharpen_threshold=0),
+    )
+    narrow_changed = np.count_nonzero(np.abs(narrow[..., 0] - source[..., 0]) > 1e-5)
+    wide_changed = np.count_nonzero(np.abs(wide[..., 0] - source[..., 0]) > 1e-5)
+    assert wide_changed > narrow_changed
+
+
+def test_sharpening_threshold_suppresses_small_noise() -> None:
+    rng = np.random.default_rng(42)
+    source = np.clip(
+        0.5 + rng.normal(0, 0.002, (72, 96, 1)),
+        0,
+        1,
+    ).astype(np.float32)
+    source = np.repeat(source, 3, axis=2)
+    unthresholded = correct_image(
+        source,
+        identity_settings(sharpen_amount=2, sharpen_radius=1, sharpen_threshold=0),
+    )
+    thresholded = correct_image(
+        source,
+        identity_settings(sharpen_amount=2, sharpen_radius=1, sharpen_threshold=0.02),
+    )
+    assert np.mean(np.abs(unthresholded - source)) > 0.001
+    np.testing.assert_allclose(thresholded, source, atol=1e-6)
+
+
+def test_sharpening_strengthens_edges_without_nans_or_out_of_range_values() -> None:
+    source = np.full((64, 96, 3), 0.2, dtype=np.float32)
+    source[:, 48:] = 0.75
+    result = correct_image(
+        source,
+        identity_settings(sharpen_amount=2, sharpen_radius=2, sharpen_threshold=0),
+    )
+    assert np.isfinite(result).all()
+    assert float(result.min()) >= 0
+    assert float(result.max()) <= 1
+    assert float(result[:, 48, :].mean() - result[:, 47, :].mean()) > 0.55

From 659be9848267c9ec4c4fc2a978d7bd9f90f5f277 Mon Sep 17 00:00:00 2001
From: TomerSY <54842266+TomerSY@users.noreply.github.com>
Date: Tue, 28 Jul 2026 09:32:49 +0300
Subject: [PATCH 08/15] feat: add web sharpening and 0.6 UI parity

---
 CHANGELOG.md                 |   8 +
 docs/roadmap.md              |   3 +-
 web/README.md                |  15 +-
 web/index.html               |  45 ++-
 web/package.json             |   2 +-
 web/public/sw.js             |   2 +-
 web/src/color-math.js        | 219 ++++++++++++++-
 web/src/main.js              | 125 +++++++--
 web/src/style.css            | 511 -----------------------------------
 web/src/web-style.css        | 156 +++++++++++
 web/test/color-math.test.js  | 142 +++++++++-
 web/test/ui-contract.test.js |  36 +++
 12 files changed, 704 insertions(+), 560 deletions(-)
 delete mode 100644 web/src/style.css
 create mode 100644 web/src/web-style.css
 create mode 100644 web/test/ui-contract.test.js

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 35fb919..311955e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -24,6 +24,8 @@ small refinements.
   Levels graph, disabled states, and responsive breakpoints
 - Browser Green balance and five-point RGB/Red/Green/Blue Levels in preview
   and full-resolution worker export
+- Browser thresholded unsharp-mask Sharpening with Amount, Radius, Threshold,
+  reset/bypass, undo/redo, copied edits, and worker-export parity
 
 ### Fixed
 
@@ -35,6 +37,12 @@ small refinements.
 - Web magnifier focal zoom now follows the desktop 25-percentage-point step
 - Unsupported web formats and color workflows remain visible in their desktop
   locations but are explicitly disabled instead of appearing functional
+- Web balance labels now consistently read Red balance, Green balance, and Blue
+  balance while preserving their serialized keys
+- Web typography, icons, control geometry, stacking, and responsive breakpoints
+  now consume the canonical desktop 1.5× stylesheet directly
+- Whole-image Before/After is now the default web comparison mode; Swipe is an
+  explicit accessible opt-in
 
 ### Planned
 
diff --git a/docs/roadmap.md b/docs/roadmap.md
index 75d77fb..c284fe6 100644
--- a/docs/roadmap.md
+++ b/docs/roadmap.md
@@ -14,7 +14,8 @@
 
 - static PWA with no image upload endpoint
 - local JPEG/PNG decode, reliable Canvas preview, and worker-based export
-- desktop-matched web interface plus Green balance and five-point Levels
+- desktop-matched 1.5× web interface plus Green balance, five-point Levels, and
+  output-neutral thresholded Sharpening
 - responsive desktop and mobile editing workspace
 - browser capability detection and explicit format limitations
 - shared settings contract and cross-runtime reference fixtures
diff --git a/web/README.md b/web/README.md
index 5b8b6b8..fed7533 100644
--- a/web/README.md
+++ b/web/README.md
@@ -12,13 +12,17 @@ Available now:
 - reliable Canvas 2D preview with local underwater scene analysis
 - Natural, Vivid, Deep water, Gentle, and Dramatic looks
 - the canonical desktop UI tokens, typography, toolbar, inspector order, labels,
-  control shapes, disabled states, and responsive breakpoints
+  control shapes, disabled states, exact 1.5× text/icon scale, and responsive
+  breakpoints, imported directly from the desktop stylesheet
 - the full Python settings contract: Light, four-channel five-point Levels,
   Auto Restore, White Balance including Green correction, Presence, and Overall Mix
 - per-setting reset and bypass, undo/redo, copied edits, and a neutral eyedropper
 - channel-group Levels reset/bypass, monotonic pointer and keyboard markers, and
   the same RGB → Red → Green → Blue float curve order in preview and export
-- swipe or whole-image comparison plus 25-point focal magnifier zoom and drag-to-pan
+- output-neutral thresholded unsharp-mask Sharpening with Amount, Radius, and
+  Threshold in preview and full-resolution worker export
+- whole-image Before/After by default, explicit opt-in Swipe comparison, plus
+  25-point focal magnifier zoom and drag-to-pan
 - full-resolution JPEG or PNG export in a Web Worker
 - installable PWA metadata and a small offline application shell
 - browser capability reporting for WebGPU, Display P3, HDR displays,
@@ -69,9 +73,10 @@ Vite writes the deployable static application to `web/dist/`.
 ## Architecture direction
 
 The JavaScript correction now shares the Python editor's defaults, ranges,
-presets, Green correction, Levels contract, scene-analysis concepts, and processing
-order. The web stylesheet starts from the checked-in desktop stylesheet, with a
-small web-only layer for the Canvas renderer and unavailable capabilities. Expensive OpenCV
+presets, balance naming, Green correction, Levels and Sharpening contracts,
+scene-analysis concepts, and processing order. The web build imports the checked-in
+desktop stylesheet directly, with a small web-only layer for the Canvas renderer
+and unavailable capabilities. Expensive OpenCV
 operations—especially CLAHE and multiscale pyramid fusion—are represented by a
 lighter browser approximation, so this is still not a claim of pixel parity.
 The next technical milestone is to move a shared, color-managed image core into
diff --git a/web/index.html b/web/index.html
index 6dbf40e..c63b5e3 100644
--- a/web/index.html
+++ b/web/index.html
@@ -5,7 +5,7 @@
   <meta name="viewport" content="width=device-width, initial-scale=1">
   <meta name="theme-color" content="#08110f">
   <meta name="description" content="ReefTone Web — private underwater color restoration that runs on your device.">
-  <meta name="reeftone-version" content="0.5.0-alpha.3">
+  <meta name="reeftone-version" content="0.6.0-alpha.4">
   <meta property="og:type" content="website">
   <meta property="og:title" content="ReefTone Web">
   <meta property="og:description" content="Private underwater photo correction that runs entirely on your device.">
@@ -81,11 +81,11 @@
             </section>
           </div>
           <div class="toolbar-right">
-            <button class="tool-button active" id="swipeToggle" type="button" aria-pressed="true">
+            <button class="tool-button" id="swipeToggle" type="button" aria-pressed="false" title="Enable draggable split-image comparison">
               <svg viewBox="0 0 24 24"><path d="M12 3v18"/><rect x="3" y="5" width="18" height="14" rx="2"/></svg>
               Swipe
             </button>
-            <button class="tool-button" id="beforeAfterButton" type="button" disabled aria-pressed="false">Before</button>
+            <button class="tool-button" id="beforeAfterButton" type="button" disabled aria-pressed="false" title="Show the original over the whole image">Before</button>
             <div class="zoom-controls segmented" role="group" aria-label="Preview zoom">
               <button type="button" data-zoom="fit" class="active" title="Fit the entire image">Fit</button>
               <button type="button" data-zoom=".5" title="Half-size pixels">1:2</button>
@@ -141,11 +141,11 @@ <h1>Bring the reef back to life.</h1>
               <div class="corrected-layer" id="correctedLayer">
                 <canvas id="previewCanvas" aria-label="Color-corrected underwater photo"></canvas>
               </div>
-              <div class="compare-line" id="compareLine" role="slider" tabindex="0" aria-label="Before and after comparison" aria-valuemin="0" aria-valuemax="100" aria-valuenow="50">
+              <div class="compare-line" id="compareLine" role="slider" tabindex="0" aria-label="Before and after comparison" aria-valuemin="0" aria-valuemax="100" aria-valuenow="50" hidden>
                 <span class="compare-handle"><svg viewBox="0 0 24 24"><path d="m9 8-4 4 4 4m6-8 4 4-4 4"/></svg></span>
               </div>
-              <span class="image-label before-label">Before</span>
-              <span class="image-label after-label">After</span>
+              <span class="image-label before-label" hidden>Before</span>
+              <span class="image-label after-label" hidden>After</span>
               <span class="sample-marker" id="sampleMarker" hidden aria-hidden="true"></span>
               <div class="processing-overlay" id="workingOverlay" hidden><span class="spinner"></span><span>Refining preview</span></div>
             </div>
@@ -226,14 +226,14 @@ <h1>Bring the reef back to life.</h1>
 
           <section class="control-section">
             <div class="section-heading balance-heading">
-              <div><h3>White balance</h3><p>Recover absorbed wavelengths</p></div>
+              <div><h3>White balance</h3><p id="whiteBalanceHelp">Underwater-aware balance adapts to wavelength loss; these are not simple RGB multipliers.</p></div>
               <button class="eyedropper-button" id="eyedropperButton" type="button" aria-pressed="false" title="Sample a neutral point from the photo"><svg viewBox="0 0 24 24"><path d="m19 3 2 2-8.5 8.5-3-3L18 2a1.4 1.4 0 0 1 2 0Z"/><path d="m8.5 11.5-5 5v4h4l5-5"/><path d="M4 20h4"/></svg>Sample neutral</button>
             </div>
             <div class="sample-status" id="sampleStatus" hidden><span class="sample-swatch" id="sampleSwatch"></span><span>Custom neutral point active</span><button id="clearSampleButton" type="button">Clear</button></div>
             <div class="control-list">
-              <label class="slider-control"><span>Red recovery</span><output data-output="red_recovery">95</output><input data-setting="red_recovery" type="range" min="0" max="1.5" step=".01" value=".95"></label>
-              <label class="slider-control bipolar"><span>Green correction</span><output data-output="green_correction">0</output><input data-setting="green_correction" type="range" min="-1" max="1" step=".01" value="0"></label>
-              <label class="slider-control bipolar"><span>Blue balance</span><output data-output="blue_balance">+24</output><input data-setting="blue_balance" type="range" min="-1" max="1" step=".01" value=".24"></label>
+              <label class="slider-control"><span>Red balance</span><output data-output="red_recovery">95</output><input data-setting="red_recovery" data-label="Red balance" type="range" min="0" max="1.5" step=".01" value=".95" aria-label="Red balance" aria-describedby="whiteBalanceHelp" title="Underwater-aware red balance adapts to measured red attenuation."></label>
+              <label class="slider-control bipolar"><span>Green balance</span><output data-output="green_correction">0</output><input data-setting="green_correction" data-label="Green balance" type="range" min="-1" max="1" step=".01" value="0" aria-label="Green balance" aria-describedby="whiteBalanceHelp" title="Underwater-aware green balance compensates a measured green-heavy or green-light cast."></label>
+              <label class="slider-control bipolar"><span>Blue balance</span><output data-output="blue_balance">+24</output><input data-setting="blue_balance" data-label="Blue balance" type="range" min="-1" max="1" step=".01" value=".24" aria-label="Blue balance" aria-describedby="whiteBalanceHelp" title="Underwater-aware blue balance adapts to measured blue dominance."></label>
               <label class="slider-control"><span>Fusion clarity</span><output data-output="dehaze">38</output><input data-setting="dehaze" type="range" min="0" max="1" step=".01" value=".38"></label>
               <label class="slider-control bipolar"><span>Temperature</span><output data-output="temperature">+4</output><input data-setting="temperature" type="range" min="-1" max="1" step=".01" value=".04"></label>
               <label class="slider-control bipolar"><span>Tint</span><output data-output="tint">+1</output><input data-setting="tint" type="range" min="-1" max="1" step=".01" value=".01"></label>
@@ -249,6 +249,31 @@ <h1>Bring the reef back to life.</h1>
               <label class="slider-control bipolar"><span>Saturation</span><output data-output="saturation">+5</output><input data-setting="saturation" type="range" min="-1" max="1" step=".01" value=".05"></label>
               <label class="slider-control bipolar"><span>Vibrance</span><output data-output="vibrance">+22</output><input data-setting="vibrance" type="range" min="-1" max="1" step=".01" value=".22"></label>
               <label class="slider-control bipolar"><span>Clarity</span><output data-output="clarity">+16</output><input data-setting="clarity" type="range" min="-1" max="1" step=".01" value=".16"></label>
+              <div class="sharpening-tool" id="sharpeningTool">
+                <div class="sharpening-heading">
+                  <span><strong>Sharpening</strong><small>Thresholded unsharp mask</small></span>
+                  <span class="sharpening-actions">
+                    <button class="mini-control" id="sharpenReset" type="button" title="Reset sharpening controls" aria-label="Reset sharpening controls">
+                      <svg viewBox="0 0 24 24"><path d="M5 8v5h5"/><path d="M6.4 16a7 7 0 1 0 .2-8.2L5 10"/></svg>
+                    </button>
+                    <button class="mini-control bypass-control" id="sharpenBypass" type="button" title="Temporarily disable sharpening" aria-label="Toggle sharpening" aria-pressed="true">
+                      <svg viewBox="0 0 24 24"><path d="M2.5 12s3.5-5 9.5-5 9.5 5 9.5 5-3.5 5-9.5 5-9.5-5-9.5-5Z"/><circle cx="12" cy="12" r="2.5"/></svg>
+                    </button>
+                  </span>
+                </div>
+                <label class="slider-control sharpening-control">
+                  <span>Amount</span><output data-output="sharpen_amount">0%</output>
+                  <input data-setting="sharpen_amount" data-label="Sharpening amount" type="range" min="0" max="2" step=".01" value="0" aria-label="Sharpening amount" title="Strength of edge detail added, from 0% to 200%.">
+                </label>
+                <label class="slider-control sharpening-control">
+                  <span>Radius</span><output data-output="sharpen_radius">1.0 px</output>
+                  <input data-setting="sharpen_radius" data-label="Sharpening radius" type="range" min=".3" max="5" step=".1" value="1" aria-label="Sharpening radius" title="Blur radius in pixels used to find detail edges.">
+                </label>
+                <label class="slider-control sharpening-control">
+                  <span>Threshold</span><output data-output="sharpen_threshold">2%</output>
+                  <input data-setting="sharpen_threshold" data-label="Sharpening threshold" type="range" min="0" max=".2" step=".001" value=".02" aria-label="Sharpening threshold" title="Minimum luminance difference sharpened; higher values protect fine noise.">
+                </label>
+              </div>
               <label class="slider-control"><span>Denoise</span><output data-output="denoise">3</output><input data-setting="denoise" type="range" min="0" max="1" step=".01" value=".03"></label>
             </div>
           </section>
diff --git a/web/package.json b/web/package.json
index b22e15a..6583f02 100644
--- a/web/package.json
+++ b/web/package.json
@@ -1,7 +1,7 @@
 {
   "name": "reeftone-web",
   "private": true,
-  "version": "0.5.0-alpha.3",
+  "version": "0.6.0-alpha.4",
   "packageManager": "pnpm@11.9.0",
   "type": "module",
   "scripts": {
diff --git a/web/public/sw.js b/web/public/sw.js
index ad893b4..6556e8e 100644
--- a/web/public/sw.js
+++ b/web/public/sw.js
@@ -1,4 +1,4 @@
-const CACHE = "reeftone-web-alpha-3";
+const CACHE = "reeftone-web-alpha-4";
 
 self.addEventListener("install", event => {
   event.waitUntil(caches.open(CACHE).then(cache => cache.addAll(["/manifest.webmanifest"])));
diff --git a/web/src/color-math.js b/web/src/color-math.js
index 0617ff8..09de884 100644
--- a/web/src/color-math.js
+++ b/web/src/color-math.js
@@ -27,6 +27,9 @@ export const DEFAULT_SETTINGS = Object.freeze({
   vibrance: 0.22,
   clarity: 0.16,
   denoise: 0.03,
+  sharpen_amount: 0,
+  sharpen_radius: 1,
+  sharpen_threshold: 0.02,
   sample_red: 0,
   sample_green: 0,
   sample_blue: 0,
@@ -34,6 +37,10 @@ export const DEFAULT_SETTINGS = Object.freeze({
   ...levelSettings,
 });
 
+export function normalizeSettings(settings = {}) {
+  return {...DEFAULT_SETTINGS, ...settings};
+}
+
 const preset = overrides => Object.freeze({...DEFAULT_SETTINGS, ...overrides});
 
 export const PRESETS = Object.freeze({
@@ -209,7 +216,15 @@ function sampleGains(settings) {
   ));
 }
 
-export function adjustPixel(red, green, blue, settings, analysis = null, preparedLevels = null) {
+export function adjustPixel(
+  red,
+  green,
+  blue,
+  settings,
+  analysis = null,
+  preparedLevels = null,
+  applyMaster = true,
+) {
   const original = [red, green, blue];
   const fallbackRedLoss = clamp((green - red) / Math.max(green, 0.08));
   const fallbackCyan = clamp(((green + blue) * 0.5 - red) / Math.max(green + blue, 0.12));
@@ -302,6 +317,7 @@ export function adjustPixel(red, green, blue, settings, analysis = null, prepare
   green = green * (1 - denoiseBlend) + luma * denoiseBlend;
   blue = blue * (1 - denoiseBlend) + luma * denoiseBlend;
 
+  if (!applyMaster) return [clamp(red), clamp(green), clamp(blue)];
   const master = settings.master;
   return [
     clamp(original[0] * (1 - master) + red * master),
@@ -310,27 +326,214 @@ export function adjustPixel(red, green, blue, settings, analysis = null, prepare
   ];
 }
 
+function adjustPixelBeforeMaster(red, green, blue, settings, analysis, preparedLevels) {
+  return adjustPixel(
+    red,
+    green,
+    blue,
+    settings,
+    analysis,
+    preparedLevels,
+    false,
+  );
+}
+
+function reflect101(index, size) {
+  if (size <= 1) return 0;
+  let reflected = index;
+  while (reflected < 0 || reflected >= size) {
+    reflected = reflected < 0 ? -reflected : size * 2 - reflected - 2;
+  }
+  return reflected;
+}
+
+function gaussianKernel(radius) {
+  const sigma = Math.max(0.3, Number(radius) || 1);
+  const extent = Math.max(1, Math.ceil(sigma * 3));
+  const kernel = new Float32Array(extent * 2 + 1);
+  let total = 0;
+  for (let offset = -extent; offset <= extent; offset += 1) {
+    const weight = Math.exp(-(offset * offset) / (2 * sigma * sigma));
+    kernel[offset + extent] = Math.fround(weight);
+    total += weight;
+  }
+  for (let index = 0; index < kernel.length; index += 1) {
+    kernel[index] = Math.fround(kernel[index] / total);
+  }
+  return kernel;
+}
+
+function horizontalBlur(source, target, width, height, kernel, stride = 1, channel = 0) {
+  const extent = (kernel.length - 1) / 2;
+  for (let y = 0; y < height; y += 1) {
+    const row = y * width;
+    for (let x = 0; x < width; x += 1) {
+      let sum = 0;
+      for (let offset = -extent; offset <= extent; offset += 1) {
+        const sampleX = reflect101(x + offset, width);
+        sum += source[(row + sampleX) * stride + channel] * kernel[offset + extent];
+      }
+      target[row + x] = Math.fround(sum);
+    }
+  }
+}
+
+function verticalSample(source, x, y, width, height, kernel) {
+  const extent = (kernel.length - 1) / 2;
+  let sum = 0;
+  for (let offset = -extent; offset <= extent; offset += 1) {
+    const sampleY = reflect101(y + offset, height);
+    sum += source[sampleY * width + x] * kernel[offset + extent];
+  }
+  return Math.fround(sum);
+}
+
+export function applySharpening(
+  corrected,
+  originalBytes,
+  width,
+  height,
+  settings,
+  outputBytes,
+  onProgress = null,
+) {
+  const amount = Number(settings.sharpen_amount ?? 0);
+  const master = Number(settings.master ?? 1);
+  const pixelCount = width * height;
+
+  if (amount <= 0.001) {
+    for (let pixel = 0; pixel < pixelCount; pixel += 1) {
+      const byteOffset = pixel * 4;
+      const floatOffset = pixel * 3;
+      for (let channel = 0; channel < 3; channel += 1) {
+        const original = originalBytes[byteOffset + channel] / 255;
+        outputBytes[byteOffset + channel] = Math.round(
+          clamp(original * (1 - master) + corrected[floatOffset + channel] * master) * 255,
+        );
+      }
+    }
+    return outputBytes;
+  }
+
+  const kernel = gaussianKernel(settings.sharpen_radius);
+  const threshold = Math.max(0, Number(settings.sharpen_threshold ?? 0.02));
+  const feather = Math.max(threshold * 0.5, 1e-4);
+  const gate = new Float32Array(pixelCount);
+  const temporary = new Float32Array(pixelCount);
+
+  for (let pixel = 0; pixel < pixelCount; pixel += 1) {
+    const offset = pixel * 3;
+    gate[pixel] = Math.fround(
+      corrected[offset] * 0.2126
+      + corrected[offset + 1] * 0.7152
+      + corrected[offset + 2] * 0.0722,
+    );
+  }
+  horizontalBlur(gate, temporary, width, height, kernel);
+  for (let y = 0; y < height; y += 1) {
+    for (let x = 0; x < width; x += 1) {
+      const pixel = y * width + x;
+      const offset = pixel * 3;
+      const originalLuma = Math.fround(
+        corrected[offset] * 0.2126
+        + corrected[offset + 1] * 0.7152
+        + corrected[offset + 2] * 0.0722,
+      );
+      const magnitude = Math.abs(originalLuma - verticalSample(
+        temporary,
+        x,
+        y,
+        width,
+        height,
+        kernel,
+      ));
+      gate[pixel] = threshold > 0
+        ? Math.fround(clamp((magnitude - threshold) / feather))
+        : 1;
+    }
+    if (onProgress && y % 32 === 0) onProgress(0.58 + (y / height) * 0.12);
+  }
+
+  for (let channel = 0; channel < 3; channel += 1) {
+    horizontalBlur(corrected, temporary, width, height, kernel, 3, channel);
+    for (let y = 0; y < height; y += 1) {
+      for (let x = 0; x < width; x += 1) {
+        const pixel = y * width + x;
+        const floatOffset = pixel * 3 + channel;
+        const byteOffset = pixel * 4 + channel;
+        const base = corrected[floatOffset];
+        const blurred = verticalSample(temporary, x, y, width, height, kernel);
+        const sharpened = Math.fround(base + (base - blurred) * amount * gate[pixel]);
+        const safe = Number.isFinite(sharpened) ? clamp(sharpened) : clamp(base);
+        const original = originalBytes[byteOffset] / 255;
+        outputBytes[byteOffset] = Math.round(clamp(
+          original * (1 - master) + safe * master,
+        ) * 255);
+      }
+      if (onProgress && y % 32 === 0) {
+        onProgress(0.70 + ((channel * height + y) / (height * 3)) * 0.29);
+      }
+    }
+  }
+  return outputBytes;
+}
+
 export function processImageData(imageData, settings, onProgress = null, analysis = null) {
   const data = imageData.data;
+  const normalized = normalizeSettings(settings);
   const scene = analysis || analyzeImageData(imageData);
-  const curves = prepareLevels(settings);
+  const curves = prepareLevels(normalized);
   const totalPixels = data.length / 4;
+
+  if (normalized.sharpen_amount <= 0.001) {
+    for (let offset = 0; offset < data.length; offset += 4) {
+      const [red, green, blue] = adjustPixel(
+        data[offset] / 255,
+        data[offset + 1] / 255,
+        data[offset + 2] / 255,
+        normalized,
+        scene,
+        curves,
+      );
+      data[offset] = Math.round(red * 255);
+      data[offset + 1] = Math.round(green * 255);
+      data[offset + 2] = Math.round(blue * 255);
+      if (onProgress && offset % 1_000_000 === 0) {
+        onProgress((offset / 4) / totalPixels);
+      }
+    }
+    onProgress?.(1);
+    return imageData;
+  }
+
+  const originalBytes = new Uint8ClampedArray(data);
+  const corrected = new Float32Array(totalPixels * 3);
   for (let offset = 0; offset < data.length; offset += 4) {
-    const [red, green, blue] = adjustPixel(
+    const [red, green, blue] = adjustPixelBeforeMaster(
       data[offset] / 255,
       data[offset + 1] / 255,
       data[offset + 2] / 255,
-      settings,
+      normalized,
       scene,
       curves,
     );
-    data[offset] = Math.round(red * 255);
-    data[offset + 1] = Math.round(green * 255);
-    data[offset + 2] = Math.round(blue * 255);
+    const floatOffset = (offset / 4) * 3;
+    corrected[floatOffset] = Math.fround(red);
+    corrected[floatOffset + 1] = Math.fround(green);
+    corrected[floatOffset + 2] = Math.fround(blue);
     if (onProgress && offset % 1_000_000 === 0) {
-      onProgress((offset / 4) / totalPixels);
+      onProgress(((offset / 4) / totalPixels) * 0.58);
     }
   }
+  applySharpening(
+    corrected,
+    originalBytes,
+    imageData.width,
+    imageData.height,
+    normalized,
+    data,
+    onProgress,
+  );
   onProgress?.(1);
   return imageData;
 }
diff --git a/web/src/main.js b/web/src/main.js
index 3a4d6f6..f7e22f9 100644
--- a/web/src/main.js
+++ b/web/src/main.js
@@ -1,4 +1,5 @@
-import "./style.css";
+import "../../src/reeftone/static/styles.css";
+import "./web-style.css";
 import {
   DEFAULT_SETTINGS,
   LEVEL_CHANNELS,
@@ -7,13 +8,23 @@ import {
   PRESETS,
   analyzeImageData,
   monotoneCurve,
+  normalizeSettings,
   processImageData,
 } from "./color-math.js";
 
 const $ = selector => document.querySelector(selector);
 const $$ = selector => [...document.querySelectorAll(selector)];
-const VERSION = "0.5.0-alpha.3";
+const VERSION = "0.6.0-alpha.4";
 const LEVEL_VIEW = Object.freeze({width: 288, height: 128, padding: 12});
+const CONTROL_DEFAULTS = Object.freeze({
+  sharpen_amount: 0,
+  sharpen_radius: 1,
+  sharpen_threshold: 0.02,
+});
+const CONTROL_BYPASS_VALUES = Object.freeze({
+  sharpen_radius: 1,
+  sharpen_threshold: 0,
+});
 
 const state = {
   file: null,
@@ -27,8 +38,9 @@ const state = {
   future: [],
   settingsClips: [],
   renderQueued: false,
-  swipeEnabled: true,
+  swipeEnabled: false,
   fullBefore: false,
+  comparisonHeld: false,
   compare: 50,
   sampling: false,
   zoomTool: false,
@@ -54,6 +66,9 @@ function displayValue(name, value) {
   if (name === "exposure") {
     return value === 0 ? "0.00" : `${value > 0 ? "+" : ""}${value.toFixed(2)}`;
   }
+  if (name === "sharpen_amount") return `${Math.round(value * 100)}%`;
+  if (name === "sharpen_radius") return `${value.toFixed(1)} px`;
+  if (name === "sharpen_threshold") return `${Math.round(value * 100)}%`;
   if (["master", "auto_restore", "red_recovery", "dehaze", "denoise"].includes(name)) {
     return String(Math.round(value * 100));
   }
@@ -68,7 +83,7 @@ function snapshot() {
 }
 
 function restoreSnapshot(saved) {
-  state.settings = {...saved.settings};
+  state.settings = normalizeSettings(saved.settings);
   state.bypassed = new Set(saved.bypassed || []);
   syncControls();
   selectMatchingPreset();
@@ -104,8 +119,9 @@ function updateHistoryButtons() {
 function effectiveSettings() {
   const settings = {...state.settings};
   state.bypassed.forEach(name => {
-    if (name in settings) settings[name] = 0;
+    if (name in settings) settings[name] = CONTROL_BYPASS_VALUES[name] ?? 0;
   });
+  if (state.bypassed.has("sharpening")) settings.sharpen_amount = 0;
   LEVEL_CHANNELS.forEach(channel => {
     if (!state.bypassed.has(`levels_${channel}`)) return;
     LEVEL_POINTS.forEach((point, index) => {
@@ -132,24 +148,30 @@ function syncControls() {
     const bypassed = state.bypassed.has(name);
     control?.classList.toggle("bypassed", bypassed);
     const button = control?.querySelector(".bypass-control");
-    button?.setAttribute("aria-pressed", String(!bypassed));
+    if (button) {
+      const readable = input.dataset.label || name.replaceAll("_", " ");
+      button.setAttribute("aria-pressed", String(!bypassed));
+      button.title = bypassed ? `Enable ${readable}` : `Temporarily disable ${readable}`;
+    }
   });
   $("#autoToggle").checked = state.settings.auto_restore > 0 && !state.bypassed.has("auto_restore");
   renderLevelsControl();
+  syncSharpeningControl();
 }
 
 function addPerControlActions() {
   $$("[data-setting]").forEach(input => {
     const label = input.closest(".slider-control");
     const name = input.dataset.setting;
-    const readable = label.querySelector(":scope > span").textContent;
+    const readable = input.dataset.label || label.querySelector(":scope > span").textContent;
+    const defaultValue = CONTROL_DEFAULTS[name] ?? 0;
     const actions = document.createElement("span");
     actions.className = "control-actions";
     actions.innerHTML = `
-      <button class="mini-control reset-control" type="button" title="Reset ${readable} to zero" aria-label="Reset ${readable} to zero">
+      <button class="mini-control reset-control" type="button" title="Reset ${readable} to default" aria-label="Reset ${readable} to default">
         <svg viewBox="0 0 24 24"><path d="M5 8v5h5"/><path d="M6.4 16a7 7 0 1 0 .2-8.2L5 10"/></svg>
       </button>
-      <button class="mini-control bypass-control" type="button" title="Temporarily bypass ${readable}" aria-label="Toggle ${readable}" aria-pressed="true">
+      <button class="mini-control bypass-control" type="button" title="Temporarily disable ${readable}" aria-label="Toggle ${readable}" aria-pressed="true">
         <svg viewBox="0 0 24 24"><path d="M2.5 12s3.5-5 9.5-5 9.5 5 9.5 5-3.5 5-9.5 5-9.5-5-9.5-5Z"/><circle cx="12" cy="12" r="2.5"/></svg>
       </button>
     `;
@@ -157,8 +179,9 @@ function addPerControlActions() {
     actions.querySelector(".reset-control").addEventListener("click", event => {
       event.preventDefault();
       const previous = snapshot();
-      state.settings[name] = 0;
+      state.settings[name] = defaultValue;
       state.bypassed.delete(name);
+      if (name.startsWith("sharpen_")) state.bypassed.delete("sharpening");
       pushHistory(previous);
       clearPresetSelection();
       syncControls();
@@ -177,8 +200,40 @@ function addPerControlActions() {
   });
 }
 
+function syncSharpeningControl() {
+  const bypassed = state.bypassed.has("sharpening");
+  $("#sharpeningTool")?.classList.toggle("bypassed", bypassed);
+  const button = $("#sharpenBypass");
+  if (!button) return;
+  button.setAttribute("aria-pressed", String(!bypassed));
+  button.title = bypassed ? "Enable sharpening" : "Temporarily disable sharpening";
+}
+
+function resetSharpening() {
+  const previous = snapshot();
+  Object.entries(CONTROL_DEFAULTS).forEach(([name, value]) => {
+    state.settings[name] = value;
+    state.bypassed.delete(name);
+  });
+  state.bypassed.delete("sharpening");
+  pushHistory(previous);
+  syncControls();
+  clearPresetSelection();
+  schedulePreview();
+}
+
+function toggleSharpeningBypass() {
+  const previous = snapshot();
+  if (state.bypassed.has("sharpening")) state.bypassed.delete("sharpening");
+  else state.bypassed.add("sharpening");
+  pushHistory(previous);
+  syncSharpeningControl();
+  clearPresetSelection();
+  schedulePreview();
+}
+
 function setControlsEnabled(enabled) {
-  $$("[data-setting], .slider-control .mini-control, #eyedropperButton, #levelsChannel, #levelsReset, #levelsBypass, #resetButton, #copySettingsButton").forEach(control => {
+  $$("[data-setting], .slider-control .mini-control, #eyedropperButton, #levelsChannel, #levelsReset, #levelsBypass, #sharpenReset, #sharpenBypass, #resetButton, #copySettingsButton").forEach(control => {
     control.disabled = !enabled;
   });
   $("#exportButton").disabled = !enabled || typeof OffscreenCanvas === "undefined";
@@ -454,8 +509,7 @@ async function openFile(file) {
     syncControls();
     selectMatchingPreset();
     updateHistoryButtons();
-    setSwipeEnabled(true);
-    setCompare(50);
+    setSwipeEnabled(false);
     renderViewport();
     schedulePreview();
     requestAnimationFrame(syncComparisonGeometry);
@@ -471,10 +525,11 @@ function syncComparisonGeometry() {
   if (!state.file) return;
   const canvas = $("#previewCanvas");
   const original = $("#originalImage");
-  const bounds = original.getBoundingClientRect();
-  canvas.style.width = `${bounds.width / state.zoomScale}px`;
-  canvas.style.height = `${bounds.height / state.zoomScale}px`;
-  $("#correctedLayer").style.setProperty("--image-width", `${bounds.width / state.zoomScale}px`);
+  const width = original.clientWidth;
+  const height = original.clientHeight;
+  canvas.style.width = `${width}px`;
+  canvas.style.height = `${height}px`;
+  $("#correctedLayer").style.setProperty("--image-width", `${width}px`);
 }
 
 function setCompare(value) {
@@ -493,8 +548,14 @@ function setSwipeEnabled(enabled) {
   $("#swipeToggle").setAttribute("aria-pressed", String(enabled));
   $("#beforeAfterButton").disabled = enabled || !state.file;
   $("#beforeAfterButton").classList.remove("active");
+  $("#beforeAfterButton").setAttribute("aria-pressed", "false");
   $("#beforeAfterButton").textContent = "Before";
-  if (enabled) setCompare(state.compare);
+  $$(".before-label, .after-label").forEach(label => {
+    label.hidden = !enabled;
+  });
+  if (enabled) {
+    setCompare(state.compare);
+  }
   else {
     $("#correctedLayer").style.width = "100%";
     $("#compareLine").hidden = true;
@@ -536,6 +597,7 @@ function selectMatchingPreset() {
 
 function resetSettings() {
   applyPreset("natural");
+  setSwipeEnabled(false);
   toast("Adjustments reset to Natural");
 }
 
@@ -570,7 +632,7 @@ function renderSettingsShelf() {
     const clip = state.settingsClips.find(item => item.id === button.dataset.clip);
     if (!clip) return;
     pushHistory(snapshot());
-    state.settings = {...clip.settings};
+    state.settings = normalizeSettings(clip.settings);
     state.bypassed = new Set(clip.bypassed);
     syncControls();
     selectMatchingPreset();
@@ -799,6 +861,10 @@ function bindEvents() {
       const name = input.dataset.setting;
       state.settings[name] = Number(input.value);
       state.bypassed.delete(name);
+      if (name.startsWith("sharpen_")) {
+        state.bypassed.delete("sharpening");
+        syncSharpeningControl();
+      }
       $(`[data-output="${name}"]`).value = displayValue(name, state.settings[name]);
       updateRangeStyle(input);
       input.closest(".slider-control")?.classList.remove("bypassed");
@@ -841,6 +907,8 @@ function bindEvents() {
   });
   $("#levelsReset").addEventListener("click", resetLevelsChannel);
   $("#levelsBypass").addEventListener("click", toggleLevelsBypass);
+  $("#sharpenReset").addEventListener("click", resetSharpening);
+  $("#sharpenBypass").addEventListener("click", toggleSharpeningBypass);
 
   let levelsDrag = null;
   $("#levelsEditor").addEventListener("pointerdown", event => {
@@ -957,13 +1025,26 @@ function bindEvents() {
       if (event.shiftKey) redo();
       else undo();
     }
-    if (event.key === "\\" && state.file && !state.swipeEnabled) {
+    if (event.key === "\\" && state.file && !state.comparisonHeld) {
+      state.comparisonHeld = true;
       $("#correctedLayer").style.width = "0%";
+      $("#compareLine").hidden = true;
+      $$(".before-label, .after-label").forEach(label => {
+        label.hidden = true;
+      });
     }
   });
   window.addEventListener("keyup", event => {
-    if (event.key === "\\" && state.file && !state.swipeEnabled) {
-      $("#correctedLayer").style.width = state.fullBefore ? "0%" : "100%";
+    if (event.key === "\\" && state.file && state.comparisonHeld) {
+      state.comparisonHeld = false;
+      if (state.swipeEnabled) {
+        setCompare(state.compare);
+        $$(".before-label, .after-label").forEach(label => {
+          label.hidden = false;
+        });
+      } else {
+        $("#correctedLayer").style.width = state.fullBefore ? "0%" : "100%";
+      }
     }
   });
 }
diff --git a/web/src/style.css b/web/src/style.css
deleted file mode 100644
index 41570c2..0000000
--- a/web/src/style.css
+++ /dev/null
@@ -1,511 +0,0 @@
-:root {
-  color-scheme: dark;
-  --bg: #07100f;
-  --surface: #0d1816;
-  --surface-2: #12201d;
-  --surface-3: #192925;
-  --line: rgba(196, 239, 225, .11);
-  --line-strong: rgba(196, 239, 225, .19);
-  --text: #edf7f2;
-  --muted: #8fa8a0;
-  --muted-2: #637a73;
-  --accent: #6ce0c4;
-  --accent-strong: #9af4de;
-  --accent-deep: #153e36;
-  --danger: #ff9b8f;
-  --shadow: 0 24px 70px rgba(0, 0, 0, .34);
-  --radius: 14px;
-  font-family: Inter, ui-sans-serif, -apple-system, BlinkMacSystemFont, "Segoe UI", sans-serif;
-  font-synthesis: none;
-}
-
-* { box-sizing: border-box; }
-html, body { width: 100%; height: 100%; margin: 0; overflow: hidden; }
-body { background: var(--bg); color: var(--text); }
-button, input, select { font: inherit; }
-button { color: inherit; }
-svg { display: block; fill: none; stroke: currentColor; stroke-width: 1.75; stroke-linecap: round; stroke-linejoin: round; }
-[hidden] { display: none !important; }
-.visually-hidden { position: absolute; width: 1px; height: 1px; padding: 0; margin: -1px; overflow: hidden; clip: rect(0, 0, 0, 0); white-space: nowrap; border: 0; }
-
-.app { height: 100%; display: grid; grid-template-rows: 64px minmax(0, 1fr); }
-.topbar {
-  position: relative;
-  z-index: 10;
-  display: grid;
-  grid-template-columns: minmax(210px, 1fr) auto minmax(330px, 1fr);
-  align-items: center;
-  min-height: 64px;
-  padding: 0 18px;
-  background: rgba(8, 16, 15, .94);
-  border-bottom: 1px solid var(--line);
-  backdrop-filter: blur(18px);
-}
-
-button { border: 0; }
-.brand {
-  justify-self: start;
-  display: flex;
-  align-items: center;
-  gap: 10px;
-  padding: 7px 9px;
-  border-radius: 10px;
-  background: transparent;
-  cursor: pointer;
-}
-.brand:hover { background: rgba(255,255,255,.04); }
-.brand-mark { display: grid; place-items: center; width: 34px; height: 34px; border-radius: 10px; color: var(--accent); background: linear-gradient(145deg, #173b34, #0d2722); box-shadow: inset 0 0 0 1px rgba(122,224,198,.18); }
-.brand-mark svg { width: 23px; stroke: none; fill: currentColor; }
-.brand > span:last-child { display: flex; align-items: baseline; gap: 6px; }
-.brand strong { font-size: 15px; letter-spacing: -.02em; }
-.brand small { color: var(--muted); font-size: 12px; }
-
-.document-title { text-align: center; min-width: 190px; }
-.document-name { display: block; max-width: 300px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; font-size: 13px; font-weight: 600; }
-.save-state { display: block; margin-top: 2px; color: var(--muted-2); font-size: 10px; }
-.top-actions { justify-self: end; display: flex; align-items: center; gap: 7px; }
-.privacy-pill { display: inline-flex; align-items: center; gap: 7px; margin-right: 5px; padding: 6px 9px; border: 1px solid var(--line); border-radius: 999px; color: var(--muted); font-size: 10px; }
-.status-dot { width: 6px; height: 6px; border-radius: 50%; background: var(--accent); box-shadow: 0 0 9px var(--accent); }
-
-.icon-button, .tool-button, .text-button, .secondary-button, .primary-button { transition: background-color .18s, border-color .18s, color .18s, transform .12s, opacity .18s; }
-.icon-button {
-  display: grid;
-  place-items: center;
-  width: 34px;
-  height: 34px;
-  border: 1px solid transparent;
-  border-radius: 9px;
-  color: var(--muted);
-  background: transparent;
-  cursor: pointer;
-}
-.icon-button svg { width: 17px; }
-.icon-button:hover:not(:disabled) { color: var(--text); background: var(--surface-3); border-color: var(--line); }
-button:disabled { opacity: .35; cursor: not-allowed; }
-.primary-button {
-  display: inline-flex;
-  align-items: center;
-  justify-content: center;
-  gap: 8px;
-  min-height: 36px;
-  padding: 0 16px;
-  border-radius: 9px;
-  color: #06231d;
-  background: var(--accent);
-  font-size: 12px;
-  font-weight: 750;
-  cursor: pointer;
-  box-shadow: 0 8px 26px rgba(81, 217, 182, .12);
-}
-.primary-button:hover:not(:disabled) { background: var(--accent-strong); }
-.primary-button:active:not(:disabled), .secondary-button:active:not(:disabled) { transform: translateY(1px); }
-.primary-button svg, .secondary-button svg { width: 16px; }
-.primary-button.large { min-height: 44px; padding: 0 21px; border-radius: 11px; font-size: 13px; }
-
-.workspace { display: grid; grid-template-columns: minmax(0, 1fr) 344px; min-height: 0; }
-.canvas-area {
-  position: relative;
-  min-width: 0;
-  overflow: hidden;
-  background:
-    radial-gradient(circle at 18% 15%, rgba(28, 93, 82, .18), transparent 38%),
-    radial-gradient(circle at 80% 85%, rgba(22, 67, 73, .13), transparent 32%),
-    #08110f;
-}
-.canvas-area::before {
-  content: "";
-  position: absolute;
-  inset: 0;
-  opacity: .13;
-  background-image: linear-gradient(rgba(255,255,255,.022) 1px, transparent 1px), linear-gradient(90deg, rgba(255,255,255,.022) 1px, transparent 1px);
-  background-size: 32px 32px;
-  pointer-events: none;
-}
-
-.inspector {
-  position: relative;
-  z-index: 2;
-  display: grid;
-  grid-template-rows: auto auto auto minmax(0, 1fr) auto;
-  min-height: 0;
-  background: var(--surface);
-  border-left: 1px solid var(--line);
-}
-.inspector-header { display: flex; align-items: center; justify-content: space-between; padding: 20px 20px 14px; }
-.inspector-actions { display: flex; align-items: center; gap: 5px; }
-.eyebrow { margin: 0 0 5px; color: var(--accent); font-size: 9px; font-weight: 800; letter-spacing: .14em; text-transform: uppercase; }
-h1, h2, h3, p { margin-top: 0; }
-.inspector-header h2 { margin: 0; font-size: 17px; letter-spacing: -.025em; }
-.text-button { padding: 6px; color: var(--accent); background: transparent; font-size: 11px; font-weight: 650; cursor: pointer; }
-.text-button:hover:not(:disabled) { color: var(--accent-strong); }
-
-.analysis-card { display: flex; align-items: center; gap: 11px; margin: 0 16px 7px; padding: 11px; border: 1px solid var(--line); border-radius: 11px; background: linear-gradient(130deg, rgba(40, 107, 92, .14), rgba(255,255,255,.018)); }
-.analysis-icon { flex: 0 0 auto; display: grid; place-items: center; width: 34px; height: 34px; border-radius: 9px; color: var(--accent); background: var(--accent-deep); }
-.analysis-icon svg { width: 18px; }
-.analysis-card > div:nth-child(2) { min-width: 0; flex: 1; }
-.analysis-card span:not(.confidence) { display: block; font-size: 11px; font-weight: 650; white-space: nowrap; overflow: hidden; text-overflow: ellipsis; }
-.analysis-card small { display: block; margin-top: 3px; color: var(--muted); font-size: 9px; line-height: 1.4; }
-.confidence { flex: 0 0 auto; padding: 4px 6px; border-radius: 5px; color: var(--accent); background: rgba(108,224,196,.09); font-size: 8px; font-weight: 800; letter-spacing: .08em; }
-
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-.toast.error { border-color: rgba(255,155,143,.28); }
-.toast::before { content: ""; width: 7px; height: 7px; border-radius: 50%; background: var(--accent); }
-.toast.error::before { background: var(--danger); }
-@keyframes toast-in { from { opacity: 0; transform: translateY(8px); } }
-
-@media (max-width: 900px) {
-  .workspace { grid-template-columns: minmax(0, 1fr) 300px; }
-  .inspector { font-size: 90%; }
-  .privacy-pill { display: none; }
-  .topbar { grid-template-columns: 1fr auto 1fr; }
-}
-
-@media (max-width: 690px) {
-  html, body { overflow: auto; }
-  .app { min-height: 100%; height: auto; grid-template-rows: 58px auto; }
-  .topbar { position: sticky; top: 0; min-height: 58px; grid-template-columns: 1fr auto; padding: 0 10px; }
-  .document-title, #undoButton, #redoButton { display: none; }
-  .brand small { display: none; }
-  .workspace { display: flex; flex-direction: column; min-height: calc(100vh - 58px); }
-  .canvas-area { min-height: 62vh; }
-  .inspector { min-height: 70vh; border-left: 0; border-top: 1px solid var(--line); }
-  .empty-state { position: relative; min-height: 62vh; padding: 35px 20px; }
-  .empty-visual { width: 145px; height: 110px; }
-  .format-row { flex-wrap: wrap; justify-content: center; }
-  .library-grid { grid-template-columns: repeat(2, 1fr); }
-  .canvas-toolbar { left: 9px; right: 9px; overflow-x: auto; }
-  .toolbar-left { min-width: max-content; }
-  .canvas-color-info { width: min(330px, calc(100vw - 18px)); min-width: 230px; }
-  .segmented button { padding-inline: 8px; white-space: nowrap; }
-  .toolbar-right { display: none; }
-  .editor-stage { padding: 62px 12px 38px; }
-  .image-shell > img { max-height: 48vh; }
-  .image-meta { bottom: 12px; }
-}
-
-@media (prefers-reduced-motion: reduce) {
-  *, *::before, *::after { scroll-behavior: auto !important; animation-duration: .01ms !important; transition-duration: .01ms !important; }
-}
-
-/* Web-only renderer and capability states. Core tokens/layout above are copied
-   directly from the canonical desktop stylesheet. */
-html, body { min-width: 320px; }
-
-.image-shell {
-  display: grid;
-  place-items: center;
-  width: 100%;
-  height: 100%;
-  max-width: 100%;
-  max-height: 100%;
-  overflow: visible;
-  border-radius: 0;
-  background: transparent;
-  box-shadow: none;
-}
-.image-frame {
-  position: relative;
-  display: grid;
-  place-items: center;
-  max-width: 100%;
-  max-height: 100%;
-  overflow: hidden;
-  border-radius: 8px;
-  background: #040807;
-  box-shadow: 0 26px 80px rgba(0,0,0,.52), 0 0 0 1px rgba(255,255,255,.09);
-  transform-origin: center;
-  transition: transform .18s ease-out;
-  touch-action: none;
-  will-change: transform;
-}
-.image-shell.can-pan .image-frame { cursor: grab; }
-.image-shell.can-pan:active .image-frame { cursor: grabbing; transition: none; }
-.image-shell.zoom-tool .image-frame { cursor: zoom-in; }
-.image-shell.sampling .image-frame { cursor: crosshair; box-shadow: 0 26px 80px rgba(0,0,0,.52), 0 0 0 2px var(--accent); }
-.image-frame > img {
-  display: block;
-  max-width: 100%;
-  max-height: calc(100vh - 182px);
-  width: auto;
-  height: auto;
-  object-fit: contain;
-  user-select: none;
-}
-.corrected-layer canvas {
-  display: block;
-  width: var(--image-width, auto);
-  height: 100%;
-  max-width: none;
-  object-fit: fill;
-}
-.processing-overlay:not([hidden]) { opacity: 1; }
-.image-meta { display: flex; gap: 14px; }
-
-.capability-grid { display: grid; grid-template-columns: repeat(2, minmax(0, 1fr)); gap: 4px; margin-top: 8px; }
-.capability-grid > span { display: flex; align-items: center; gap: 5px; padding: 5px 6px; border-radius: 5px; color: var(--muted); background: rgba(255,255,255,.025); font-size: 7px; }
-.capability-grid > span i { width: 5px; height: 5px; border-radius: 50%; background: var(--muted-2); }
-.capability-grid > span.supported i { background: var(--accent); }
-.capability-grid > span.missing { opacity: .58; }
-.capability-grid small { margin-left: auto; color: var(--muted-2); font-size: 7px; }
-
-.available-format { color: var(--accent); }
-.coming-format { opacity: .62; }
-.coming-format b { margin-left: 4px; padding: 2px 4px; border-radius: 4px; color: var(--muted); background: rgba(255,255,255,.05); font-size: 7px; }
-.unavailable-feature { opacity: .52; }
-.unavailable-feature .library-item { width: 100%; cursor: not-allowed; }
-
-.unavailable-option { cursor: not-allowed !important; }
-.unavailable-option span { opacity: .42; filter: saturate(.3); }
-.unavailable-option small { color: #c2ad88; }
-.levels-control.disabled { opacity: .35; pointer-events: none; }
-
-.color-card-content #sourceDetails p { margin: 8px 0 0; }
-#zoomToolButton { display: inline-flex; align-items: center; justify-content: center; gap: 4px; min-width: 62px; color: var(--accent); }
-#zoomToolButton svg { width: 13px; }
-#zoomToolButton.active { color: var(--accent-strong); background: rgba(38, 91, 78, .7); box-shadow: inset 0 0 0 1px rgba(108,224,196,.16); }
-.settings-clip.apply-only { grid-template-columns: minmax(0, 1fr) auto; }
-
-@media (max-width: 690px) {
-  .image-frame > img { max-height: 48vh; }
-  .capability-grid { grid-template-columns: 1fr; }
-}
diff --git a/web/src/web-style.css b/web/src/web-style.css
new file mode 100644
index 0000000..9f7c439
--- /dev/null
+++ b/web/src/web-style.css
@@ -0,0 +1,156 @@
+/* Browser-only renderer and capability states. All shared visual rules and the
+   canonical 1.5× scale come directly from the desktop stylesheet. */
+html, body { min-width: 320px; }
+
+.image-shell {
+  display: grid;
+  place-items: center;
+  width: 100%;
+  height: 100%;
+  max-width: 100%;
+  max-height: 100%;
+  overflow: visible;
+  border-radius: 0;
+  background: transparent;
+  box-shadow: none;
+}
+.image-frame {
+  position: relative;
+  display: grid;
+  place-items: center;
+  max-width: 100%;
+  max-height: 100%;
+  overflow: hidden;
+  border-radius: calc(8px * var(--ui-scale));
+  background: #040807;
+  box-shadow: 0 26px 80px rgba(0,0,0,.52), 0 0 0 1px rgba(255,255,255,.09);
+  transform-origin: center;
+  transition: transform .18s ease-out;
+  touch-action: none;
+  will-change: transform;
+}
+.image-shell.can-pan .image-frame { cursor: grab; }
+.image-shell.can-pan:active .image-frame { cursor: grabbing; transition: none; }
+.image-shell.zoom-tool .image-frame { cursor: zoom-in; }
+.image-shell.sampling .image-frame { cursor: crosshair; box-shadow: 0 26px 80px rgba(0,0,0,.52), 0 0 0 2px var(--accent); }
+.image-frame > img {
+  display: block;
+  max-width: 100%;
+  max-height: calc(100vh - (182px * var(--ui-scale)));
+  width: auto;
+  height: auto;
+  object-fit: contain;
+  user-select: none;
+}
+.corrected-layer canvas {
+  display: block;
+  width: var(--image-width, auto);
+  height: 100%;
+  max-width: none;
+  object-fit: fill;
+}
+.processing-overlay:not([hidden]) { opacity: 1; }
+.image-meta { display: flex; gap: calc(14px * var(--ui-scale)); }
+
+.capability-grid {
+  display: grid;
+  grid-template-columns: repeat(2, minmax(0, 1fr));
+  gap: calc(4px * var(--ui-scale));
+  margin-top: calc(8px * var(--ui-scale));
+}
+.capability-grid > span {
+  display: flex;
+  align-items: center;
+  gap: calc(5px * var(--ui-scale));
+  padding: calc(5px * var(--ui-scale)) calc(6px * var(--ui-scale));
+  border-radius: calc(5px * var(--ui-scale));
+  color: var(--muted);
+  background: rgba(255,255,255,.025);
+  font-size: calc(7px * var(--ui-scale));
+}
+.capability-grid > span i { width: calc(5px * var(--ui-scale)); height: calc(5px * var(--ui-scale)); border-radius: 50%; background: var(--muted-2); }
+.capability-grid > span.supported i { background: var(--accent); }
+.capability-grid > span.missing { opacity: .58; }
+.capability-grid small { margin-left: auto; color: var(--muted-2); font-size: calc(7px * var(--ui-scale)); }
+
+.available-format { color: var(--accent); }
+.coming-format { opacity: .62; }
+.coming-format b {
+  margin-left: calc(4px * var(--ui-scale));
+  padding: calc(2px * var(--ui-scale)) calc(4px * var(--ui-scale));
+  border-radius: calc(4px * var(--ui-scale));
+  color: var(--muted);
+  background: rgba(255,255,255,.05);
+  font-size: calc(7px * var(--ui-scale));
+}
+.unavailable-feature { opacity: .52; }
+.unavailable-feature .library-item { width: 100%; cursor: not-allowed; }
+.unavailable-option { cursor: not-allowed !important; }
+.unavailable-option span { opacity: .42; filter: saturate(.3); }
+.unavailable-option small { color: #c2ad88; }
+.levels-control.disabled { opacity: .35; pointer-events: none; }
+.color-card-content #sourceDetails p { margin: calc(8px * var(--ui-scale)) 0 0; }
+
+#zoomToolButton {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  gap: calc(4px * var(--ui-scale));
+  min-width: calc(62px * var(--ui-scale));
+  color: var(--accent);
+}
+#zoomToolButton svg { width: calc(13px * var(--ui-scale)); }
+#zoomToolButton.active { color: var(--accent-strong); background: rgba(38, 91, 78, .7); box-shadow: inset 0 0 0 1px rgba(108,224,196,.16); }
+.settings-clip.apply-only { grid-template-columns: minmax(0, 1fr) auto; }
+
+@media (max-width: 1035px) {
+  .workspace,
+  .canvas-area,
+  .inspector {
+    width: 100%;
+    min-width: 0;
+    max-width: 100%;
+  }
+  .canvas-area,
+  .inspector { container-type: inline-size; }
+  .inspector-header,
+  .controls-scroll,
+  .inspector-footer {
+    width: 100cqi;
+    min-width: 0;
+    max-width: 100cqi;
+  }
+  .analysis-card,
+  .settings-shelf {
+    width: calc(100cqi - (32px * var(--ui-scale)));
+    max-width: calc(100cqi - (32px * var(--ui-scale)));
+  }
+  .controls-scroll { overflow-x: hidden; }
+  .control-section,
+  .control-list,
+  .slider-control,
+  .levels-control,
+  .sharpening-tool {
+    min-width: 0;
+    max-width: 100%;
+  }
+  .editor-stage,
+  .image-shell {
+    width: 100cqi;
+    min-width: 0;
+    max-width: 100cqi;
+  }
+  .inspector-header,
+  .balance-heading,
+  .sharpening-heading {
+    flex-wrap: wrap;
+  }
+  .inspector-header > div:first-child,
+  .balance-heading > div:first-child,
+  .sharpening-heading > span:first-child {
+    min-width: 0;
+  }
+  .inspector-actions { flex-wrap: wrap; }
+  .image-frame > img { max-height: 48vh; }
+  .capability-grid { grid-template-columns: 1fr; }
+}
diff --git a/web/test/color-math.test.js b/web/test/color-math.test.js
index a6e3d2b..82190fe 100644
--- a/web/test/color-math.test.js
+++ b/web/test/color-math.test.js
@@ -10,9 +10,39 @@ import {
   applyLevels,
   levelPoints,
   monotoneCurve,
+  normalizeSettings,
   processImageData,
 } from "../src/color-math.js";
 
+function makeImage(width, height, pixel) {
+  const data = new Uint8ClampedArray(width * height * 4);
+  for (let y = 0; y < height; y += 1) {
+    for (let x = 0; x < width; x += 1) {
+      const offset = (y * width + x) * 4;
+      const [red, green, blue, alpha = 255] = pixel(x, y);
+      data.set([red, green, blue, alpha], offset);
+    }
+  }
+  return {data, width, height};
+}
+
+function cloneImage(image) {
+  return {data: new Uint8ClampedArray(image.data), width: image.width, height: image.height};
+}
+
+function identitySettings(overrides = {}) {
+  const settings = Object.fromEntries(Object.keys(DEFAULT_SETTINGS).map(name => [name, 0]));
+  settings.master = 1;
+  settings.sharpen_radius = 1;
+  settings.sharpen_threshold = 0.02;
+  LEVEL_CHANNELS.forEach(channel => {
+    ["black", "shadows", "midtone", "highlights", "white"].forEach((point, index) => {
+      settings[`levels_${channel}_${point}`] = LEVEL_DEFAULTS[index];
+    });
+  });
+  return {...settings, ...overrides};
+}
+
 test("default correction remains inside display range", () => {
   const result = adjustPixel(0.12, 0.48, 0.64, DEFAULT_SETTINGS);
   assert.equal(result.length, 3);
@@ -59,9 +89,12 @@ test("Green correction uses the desktop key and reduces a green-heavy cast", ()
   assert.ok(after[1] < before[1]);
 });
 
-test("all curated looks keep Green and Levels neutral", () => {
+test("all curated looks keep Green, Levels, and Sharpening neutral", () => {
   Object.values(PRESETS).forEach(settings => {
     assert.equal(settings.green_correction, 0);
+    assert.equal(settings.sharpen_amount, 0);
+    assert.equal(settings.sharpen_radius, 1);
+    assert.equal(settings.sharpen_threshold, 0.02);
     LEVEL_CHANNELS.forEach(channel => {
       assert.deepEqual(levelPoints(settings, channel), LEVEL_DEFAULTS);
     });
@@ -111,3 +144,110 @@ test("levelPoints enforces non-decreasing serialized values", () => {
   };
   assert.deepEqual(levelPoints(settings, "green"), [0.6, 0.6, 0.6, 0.8, 0.8]);
 });
+
+test("Sharpening Amount 0 preserves legacy browser output exactly", () => {
+  const source = makeImage(9, 5, (x, y) => [
+    25 + x * 17,
+    70 + y * 21,
+    180 - x * 9,
+    120 + y,
+  ]);
+  const current = cloneImage(source);
+  const legacy = cloneImage(source);
+  const currentSettings = {...DEFAULT_SETTINGS, sharpen_amount: 0};
+  const legacySettings = {...DEFAULT_SETTINGS};
+  delete legacySettings.sharpen_amount;
+  delete legacySettings.sharpen_radius;
+  delete legacySettings.sharpen_threshold;
+  processImageData(current, currentSettings);
+  processImageData(legacy, legacySettings);
+  assert.deepEqual(current.data, legacy.data);
+  assert.deepEqual(
+    [...current.data].filter((_, index) => index % 4 === 3),
+    [...source.data].filter((_, index) => index % 4 === 3),
+  );
+});
+
+test("Sharpening Radius changes the spatial edge response", () => {
+  const source = makeImage(25, 7, x => {
+    const value = x < 12 ? 72 : 184;
+    return [value, value, value];
+  });
+  const narrow = cloneImage(source);
+  const broad = cloneImage(source);
+  processImageData(narrow, identitySettings({
+    sharpen_amount: 1,
+    sharpen_radius: 0.3,
+    sharpen_threshold: 0,
+  }));
+  processImageData(broad, identitySettings({
+    sharpen_amount: 1,
+    sharpen_radius: 3,
+    sharpen_threshold: 0,
+  }));
+  assert.notDeepEqual(narrow.data, broad.data);
+  const sample = (image, x) => image.data[(3 * image.width + x) * 4];
+  assert.notEqual(sample(narrow, 10), sample(broad, 10));
+});
+
+test("Sharpening Threshold suppresses small noisy detail", () => {
+  const source = makeImage(19, 9, (x, y) => {
+    const noise = ((x * 7 + y * 11) % 5) - 2;
+    const value = 128 + noise;
+    return [value, value, value];
+  });
+  const unguarded = cloneImage(source);
+  const protectedNoise = cloneImage(source);
+  processImageData(unguarded, identitySettings({
+    sharpen_amount: 2,
+    sharpen_radius: 1,
+    sharpen_threshold: 0,
+  }));
+  processImageData(protectedNoise, identitySettings({
+    sharpen_amount: 2,
+    sharpen_radius: 1,
+    sharpen_threshold: 0.08,
+  }));
+  const delta = image => image.data.reduce((total, value, index) => (
+    index % 4 === 3 ? total : total + Math.abs(value - source.data[index])
+  ), 0);
+  assert.ok(delta(unguarded) > 0);
+  assert.ok(delta(protectedNoise) < delta(unguarded) * 0.1);
+});
+
+test("Sharpening enhances an edge without black output, clipping errors, or NaNs", () => {
+  const source = makeImage(31, 9, x => {
+    const value = x < 15 ? 84 : 172;
+    return [value, value, value];
+  });
+  const sharpened = cloneImage(source);
+  processImageData(sharpened, identitySettings({
+    sharpen_amount: 1.4,
+    sharpen_radius: 1.6,
+    sharpen_threshold: 0.01,
+  }));
+  const row = 4;
+  const at = (image, x) => image.data[(row * image.width + x) * 4];
+  const originalContrast = at(source, 15) - at(source, 14);
+  const sharpenedContrast = at(sharpened, 15) - at(sharpened, 14);
+  assert.ok(sharpenedContrast > originalContrast);
+  assert.ok(sharpened.data.some((value, index) => index % 4 !== 3 && value > 0));
+  sharpened.data.forEach(value => {
+    assert.ok(Number.isFinite(value));
+    assert.ok(value >= 0 && value <= 255);
+  });
+});
+
+test("legacy serialized settings receive neutral Sharpening defaults", () => {
+  const legacy = {...DEFAULT_SETTINGS};
+  delete legacy.sharpen_amount;
+  delete legacy.sharpen_radius;
+  delete legacy.sharpen_threshold;
+  const restored = normalizeSettings(legacy);
+  assert.equal(restored.sharpen_amount, 0);
+  assert.equal(restored.sharpen_radius, 1);
+  assert.equal(restored.sharpen_threshold, 0.02);
+  assert.equal(restored.red_recovery, legacy.red_recovery);
+  assert.equal(restored.green_correction, legacy.green_correction);
+  assert.equal(restored.blue_balance, legacy.blue_balance);
+});
diff --git a/web/test/ui-contract.test.js b/web/test/ui-contract.test.js
new file mode 100644
index 0000000..294033a
--- /dev/null
+++ b/web/test/ui-contract.test.js
@@ -0,0 +1,36 @@
+import assert from "node:assert/strict";
+import {readFile} from "node:fs/promises";
+import test from "node:test";
+
+const root = new URL("../", import.meta.url);
+
+test("web comparison markup and state default to whole-image Before/After", async () => {
+  const [html, main] = await Promise.all([
+    readFile(new URL("index.html", root), "utf8"),
+    readFile(new URL("src/main.js", root), "utf8"),
+  ]);
+  assert.match(html, /id="swipeToggle"[^>]*aria-pressed="false"/);
+  assert.match(html, /id="compareLine"[^>]*hidden/);
+  assert.match(html, /class="image-label before-label" hidden/);
+  assert.match(html, /class="image-label after-label" hidden/);
+  assert.match(main, /swipeEnabled:\s*false/);
+  assert.ok((main.match(/setSwipeEnabled\(false\)/g) || []).length >= 2);
+});
+
+test("web uses canonical desktop scale and exact balance and Sharpening labels", async () => {
+  const [html, main, desktopCss, webCss] = await Promise.all([
+    readFile(new URL("index.html", root), "utf8"),
+    readFile(new URL("src/main.js", root), "utf8"),
+    readFile(new URL("../src/reeftone/static/styles.css", root), "utf8"),
+    readFile(new URL("src/web-style.css", root), "utf8"),
+  ]);
+  assert.match(main, /import "\.\.\/\.\.\/src\/reeftone\/static\/styles\.css"/);
+  assert.match(desktopCss, /--ui-scale:\s*1\.5/);
+  assert.doesNotMatch(webCss, /--ui-scale\s*:/);
+  ["Red balance", "Green balance", "Blue balance", "Sharpening", "Amount", "Radius", "Threshold"].forEach(label => {
+    assert.ok(html.includes(label), `${label} should be visible in the web contract`);
+  });
+  assert.match(html, /data-setting="red_recovery"[^>]*aria-label="Red balance"/);
+  assert.match(html, /data-setting="green_correction"[^>]*aria-label="Green balance"/);
+  assert.match(html, /data-setting="blue_balance"[^>]*aria-label="Blue balance"/);
+});

From 46970edc0b4e31291ffe80efabe14031427432f2 Mon Sep 17 00:00:00 2001
From: TomerSY <54842266+TomerSY@users.noreply.github.com>
Date: Tue, 28 Jul 2026 09:56:41 +0300
Subject: [PATCH 09/15] feat: keep mobile preview visible while editing

---
 CHANGELOG.md                 |  2 ++
 web/README.md                |  2 ++
 web/index.html               |  2 +-
 web/package.json             |  2 +-
 web/public/sw.js             |  2 +-
 web/src/main.js              |  3 ++-
 web/src/web-style.css        | 11 +++++++++++
 web/test/ui-contract.test.js | 13 +++++++++++++
 8 files changed, 33 insertions(+), 4 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 311955e..3198fa3 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -43,6 +43,8 @@ small refinements.
   now consume the canonical desktop 1.5× stylesheet directly
 - Whole-image Before/After is now the default web comparison mode; Swipe is an
   explicit accessible opt-in
+- Loaded photos now remain sticky beneath the web app header at mobile widths,
+  keeping the preview visible while adjustment controls scroll
 
 ### Planned
 
diff --git a/web/README.md b/web/README.md
index fed7533..5d532da 100644
--- a/web/README.md
+++ b/web/README.md
@@ -23,6 +23,8 @@ Available now:
   Threshold in preview and full-resolution worker export
 - whole-image Before/After by default, explicit opt-in Swipe comparison, plus
   25-point focal magnifier zoom and drag-to-pan
+- a loaded photo stays visible beneath the header while its controls scroll on
+  mobile devices; desktop layout and scrolling are unchanged
 - full-resolution JPEG or PNG export in a Web Worker
 - installable PWA metadata and a small offline application shell
 - browser capability reporting for WebGPU, Display P3, HDR displays,
diff --git a/web/index.html b/web/index.html
index c63b5e3..6b3eac9 100644
--- a/web/index.html
+++ b/web/index.html
@@ -5,7 +5,7 @@
   <meta name="viewport" content="width=device-width, initial-scale=1">
   <meta name="theme-color" content="#08110f">
   <meta name="description" content="ReefTone Web — private underwater color restoration that runs on your device.">
-  <meta name="reeftone-version" content="0.6.0-alpha.4">
+  <meta name="reeftone-version" content="0.6.0-alpha.5">
   <meta property="og:type" content="website">
   <meta property="og:title" content="ReefTone Web">
   <meta property="og:description" content="Private underwater photo correction that runs entirely on your device.">
diff --git a/web/package.json b/web/package.json
index 6583f02..366ce8d 100644
--- a/web/package.json
+++ b/web/package.json
@@ -1,7 +1,7 @@
 {
   "name": "reeftone-web",
   "private": true,
-  "version": "0.6.0-alpha.4",
+  "version": "0.6.0-alpha.5",
   "packageManager": "pnpm@11.9.0",
   "type": "module",
   "scripts": {
diff --git a/web/public/sw.js b/web/public/sw.js
index 6556e8e..dc3bee7 100644
--- a/web/public/sw.js
+++ b/web/public/sw.js
@@ -1,4 +1,4 @@
-const CACHE = "reeftone-web-alpha-4";
+const CACHE = "reeftone-web-alpha-5";
 
 self.addEventListener("install", event => {
   event.waitUntil(caches.open(CACHE).then(cache => cache.addAll(["/manifest.webmanifest"])));
diff --git a/web/src/main.js b/web/src/main.js
index f7e22f9..fa8c9b1 100644
--- a/web/src/main.js
+++ b/web/src/main.js
@@ -14,7 +14,7 @@ import {
 
 const $ = selector => document.querySelector(selector);
 const $$ = selector => [...document.querySelectorAll(selector)];
-const VERSION = "0.6.0-alpha.4";
+const VERSION = "0.6.0-alpha.5";
 const LEVEL_VIEW = Object.freeze({width: 288, height: 128, padding: 12});
 const CONTROL_DEFAULTS = Object.freeze({
   sharpen_amount: 0,
@@ -499,6 +499,7 @@ async function openFile(file) {
     $("#emptyState").hidden = true;
     $("#editorStage").hidden = false;
     $("#canvasToolbar").hidden = false;
+    $("#app").classList.add("has-photo");
     $("#documentName").textContent = file.name;
     $("#documentMeta").textContent = `${(file.size / 1024 / 1024).toFixed(1)} MB · local only`;
     $("#imageDimensions").textContent = `${$("#originalImage").naturalWidth} × ${$("#originalImage").naturalHeight} · preview ${state.previewBitmap.width} × ${state.previewBitmap.height}`;
diff --git a/web/src/web-style.css b/web/src/web-style.css
index 9f7c439..ba39950 100644
--- a/web/src/web-style.css
+++ b/web/src/web-style.css
@@ -113,6 +113,17 @@ html, body { min-width: 320px; }
   }
   .canvas-area,
   .inspector { container-type: inline-size; }
+  .app.has-photo .canvas-area {
+    position: sticky;
+    top: calc(58px * var(--ui-scale));
+    z-index: 8;
+    height: clamp(280px, 42vh, 360px);
+    height: clamp(280px, 42svh, 360px);
+    min-height: clamp(280px, 42vh, 360px);
+    min-height: clamp(280px, 42svh, 360px);
+    max-height: 360px;
+    box-shadow: 0 calc(9px * var(--ui-scale)) calc(24px * var(--ui-scale)) rgba(0, 0, 0, .32);
+  }
   .inspector-header,
   .controls-scroll,
   .inspector-footer {
diff --git a/web/test/ui-contract.test.js b/web/test/ui-contract.test.js
index 294033a..2d5df88 100644
--- a/web/test/ui-contract.test.js
+++ b/web/test/ui-contract.test.js
@@ -34,3 +34,16 @@ test("web uses canonical desktop scale and exact balance and Sharpening labels",
   assert.match(html, /data-setting="green_correction"[^>]*aria-label="Green balance"/);
   assert.match(html, /data-setting="blue_balance"[^>]*aria-label="Blue balance"/);
 });
+
+test("a loaded photo gets a mobile-only sticky preview below the app header", async () => {
+  const [main, webCss] = await Promise.all([
+    readFile(new URL("src/main.js", root), "utf8"),
+    readFile(new URL("src/web-style.css", root), "utf8"),
+  ]);
+  const mobileRules = webCss.slice(webCss.indexOf("@media (max-width: 1035px)"));
+
+  assert.match(main, /\$\("#app"\)\.classList\.add\("has-photo"\)/);
+  assert.match(mobileRules, /\.app\.has-photo \.canvas-area\s*\{[^}]*position:\s*sticky/s);
+  assert.match(mobileRules, /top:\s*calc\(58px \* var\(--ui-scale\)\)/);
+  assert.doesNotMatch(webCss.slice(0, webCss.indexOf("@media (max-width: 1035px)")), /position:\s*sticky/);
+});

From 435f3052914ea587441af4cd8ba30fe2046b6835 Mon Sep 17 00:00:00 2001
From: TomerSY <54842266+TomerSY@users.noreply.github.com>
Date: Tue, 28 Jul 2026 15:33:13 +0300
Subject: [PATCH 10/15] feat: prioritize mobile photo preview

---
 CHANGELOG.md                 |  3 ++
 web/README.md                |  3 ++
 web/index.html               |  2 +-
 web/package.json             |  2 +-
 web/public/sw.js             |  2 +-
 web/src/main.js              |  2 +-
 web/src/web-style.css        | 64 ++++++++++++++++++++++++++++++++----
 web/test/ui-contract.test.js | 17 +++++++++-
 8 files changed, 84 insertions(+), 11 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 3198fa3..f0b8d68 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -45,6 +45,9 @@ small refinements.
   explicit accessible opt-in
 - Loaded photos now remain sticky beneath the web app header at mobile widths,
   keeping the preview visible while adjustment controls scroll
+- Mobile web editing now removes the floating Color information card and
+  low-priority preview metadata, keeps Before/After visible beside the looks,
+  reduces header space, and gives the photo a substantially larger sticky area
 
 ### Planned
 
diff --git a/web/README.md b/web/README.md
index 5d532da..a713b16 100644
--- a/web/README.md
+++ b/web/README.md
@@ -25,6 +25,9 @@ Available now:
   25-point focal magnifier zoom and drag-to-pan
 - a loaded photo stays visible beneath the header while its controls scroll on
   mobile devices; desktop layout and scrolling are unchanged
+- mobile editing prioritizes the photo with a shorter header, a larger sticky
+  preview, no floating color-information card or preview metadata, and a visible
+  whole-image Before/After button beside the horizontally scrollable looks
 - full-resolution JPEG or PNG export in a Web Worker
 - installable PWA metadata and a small offline application shell
 - browser capability reporting for WebGPU, Display P3, HDR displays,
diff --git a/web/index.html b/web/index.html
index 6b3eac9..c4ded05 100644
--- a/web/index.html
+++ b/web/index.html
@@ -5,7 +5,7 @@
   <meta name="viewport" content="width=device-width, initial-scale=1">
   <meta name="theme-color" content="#08110f">
   <meta name="description" content="ReefTone Web — private underwater color restoration that runs on your device.">
-  <meta name="reeftone-version" content="0.6.0-alpha.5">
+  <meta name="reeftone-version" content="0.6.0-alpha.6">
   <meta property="og:type" content="website">
   <meta property="og:title" content="ReefTone Web">
   <meta property="og:description" content="Private underwater photo correction that runs entirely on your device.">
diff --git a/web/package.json b/web/package.json
index 366ce8d..366fa5a 100644
--- a/web/package.json
+++ b/web/package.json
@@ -1,7 +1,7 @@
 {
   "name": "reeftone-web",
   "private": true,
-  "version": "0.6.0-alpha.5",
+  "version": "0.6.0-alpha.6",
   "packageManager": "pnpm@11.9.0",
   "type": "module",
   "scripts": {
diff --git a/web/public/sw.js b/web/public/sw.js
index dc3bee7..78f5ca9 100644
--- a/web/public/sw.js
+++ b/web/public/sw.js
@@ -1,4 +1,4 @@
-const CACHE = "reeftone-web-alpha-5";
+const CACHE = "reeftone-web-alpha-6";
 
 self.addEventListener("install", event => {
   event.waitUntil(caches.open(CACHE).then(cache => cache.addAll(["/manifest.webmanifest"])));
diff --git a/web/src/main.js b/web/src/main.js
index fa8c9b1..0ba6213 100644
--- a/web/src/main.js
+++ b/web/src/main.js
@@ -14,7 +14,7 @@ import {
 
 const $ = selector => document.querySelector(selector);
 const $$ = selector => [...document.querySelectorAll(selector)];
-const VERSION = "0.6.0-alpha.5";
+const VERSION = "0.6.0-alpha.6";
 const LEVEL_VIEW = Object.freeze({width: 288, height: 128, padding: 12});
 const CONTROL_DEFAULTS = Object.freeze({
   sharpen_amount: 0,
diff --git a/web/src/web-style.css b/web/src/web-style.css
index ba39950..6530ce6 100644
--- a/web/src/web-style.css
+++ b/web/src/web-style.css
@@ -104,6 +104,14 @@ html, body { min-width: 320px; }
 .settings-clip.apply-only { grid-template-columns: minmax(0, 1fr) auto; }
 
 @media (max-width: 1035px) {
+  .app {
+    --web-mobile-header-height: 72px;
+    grid-template-rows: var(--web-mobile-header-height) auto;
+  }
+  .topbar {
+    min-height: var(--web-mobile-header-height);
+    height: var(--web-mobile-header-height);
+  }
   .workspace,
   .canvas-area,
   .inspector {
@@ -115,15 +123,48 @@ html, body { min-width: 320px; }
   .inspector { container-type: inline-size; }
   .app.has-photo .canvas-area {
     position: sticky;
-    top: calc(58px * var(--ui-scale));
+    top: var(--web-mobile-header-height);
     z-index: 8;
-    height: clamp(280px, 42vh, 360px);
-    height: clamp(280px, 42svh, 360px);
-    min-height: clamp(280px, 42vh, 360px);
-    min-height: clamp(280px, 42svh, 360px);
-    max-height: 360px;
+    height: clamp(320px, 55vh, 460px);
+    height: clamp(320px, 55svh, 460px);
+    min-height: clamp(320px, 55vh, 460px);
+    min-height: clamp(320px, 55svh, 460px);
+    max-height: 460px;
     box-shadow: 0 calc(9px * var(--ui-scale)) calc(24px * var(--ui-scale)) rgba(0, 0, 0, .32);
   }
+  .workspace { min-height: calc(100vh - var(--web-mobile-header-height)); }
+  .canvas-toolbar {
+    display: grid;
+    grid-template-columns: minmax(0, 1fr) auto;
+    align-items: start;
+    gap: calc(6px * var(--ui-scale));
+    overflow: visible;
+  }
+  .toolbar-left {
+    display: block;
+    width: 100%;
+    min-width: 0;
+    overflow: hidden;
+  }
+  .toolbar-left .presets {
+    display: flex;
+    max-width: 100%;
+    overflow-x: auto;
+    scrollbar-width: none;
+  }
+  .toolbar-left .presets button { padding-inline: calc(5px * var(--ui-scale)); }
+  .toolbar-left .presets::-webkit-scrollbar { display: none; }
+  .canvas-color-info { display: none; }
+  .toolbar-right { display: flex; }
+  .toolbar-right > :not(#beforeAfterButton) { display: none; }
+  #beforeAfterButton {
+    display: inline-flex;
+    flex: 0 0 auto;
+  }
+  .editor-stage {
+    padding: calc(48px * var(--ui-scale)) calc(12px * var(--ui-scale)) calc(8px * var(--ui-scale));
+  }
+  .image-meta { display: none; }
   .inspector-header,
   .controls-scroll,
   .inspector-footer {
@@ -165,3 +206,14 @@ html, body { min-width: 320px; }
   .image-frame > img { max-height: 48vh; }
   .capability-grid { grid-template-columns: 1fr; }
 }
+
+@media (max-width: 359px) {
+  .brand > span:last-child { display: none; }
+}
+
+@media (max-width: 1035px) and (orientation: landscape) {
+  .app.has-photo .canvas-area {
+    height: clamp(240px, calc(100svh - var(--web-mobile-header-height) - 72px), 360px);
+    min-height: clamp(240px, calc(100svh - var(--web-mobile-header-height) - 72px), 360px);
+  }
+}
diff --git a/web/test/ui-contract.test.js b/web/test/ui-contract.test.js
index 2d5df88..62e22eb 100644
--- a/web/test/ui-contract.test.js
+++ b/web/test/ui-contract.test.js
@@ -44,6 +44,21 @@ test("a loaded photo gets a mobile-only sticky preview below the app header", as
 
   assert.match(main, /\$\("#app"\)\.classList\.add\("has-photo"\)/);
   assert.match(mobileRules, /\.app\.has-photo \.canvas-area\s*\{[^}]*position:\s*sticky/s);
-  assert.match(mobileRules, /top:\s*calc\(58px \* var\(--ui-scale\)\)/);
+  assert.match(mobileRules, /top:\s*var\(--web-mobile-header-height\)/);
   assert.doesNotMatch(webCss.slice(0, webCss.indexOf("@media (max-width: 1035px)")), /position:\s*sticky/);
 });
+
+test("mobile prioritizes the photo and keeps Before/After beside the looks", async () => {
+  const webCss = await readFile(new URL("src/web-style.css", root), "utf8");
+  const mobileRules = webCss.slice(
+    webCss.indexOf("@media (max-width: 1035px)"),
+    webCss.indexOf("@media (max-width: 359px)"),
+  );
+
+  assert.match(mobileRules, /--web-mobile-header-height:\s*72px/);
+  assert.match(mobileRules, /\.canvas-color-info\s*\{\s*display:\s*none/);
+  assert.match(mobileRules, /\.toolbar-right\s*\{\s*display:\s*flex/);
+  assert.match(mobileRules, /#beforeAfterButton\s*\{[^}]*display:\s*inline-flex/s);
+  assert.match(mobileRules, /\.image-meta\s*\{\s*display:\s*none/);
+  assert.match(mobileRules, /height:\s*clamp\(320px,\s*55svh,\s*460px\)/);
+});

From 8ef7f278cf3e3d644e5e9fc7695145e8227fe73c Mon Sep 17 00:00:00 2001
From: TomerSY <54842266+TomerSY@users.noreply.github.com>
Date: Tue, 28 Jul 2026 16:12:17 +0300
Subject: [PATCH 11/15] feat: compact mobile adjustment controls

---
 CHANGELOG.md                 |  3 +++
 web/README.md                |  3 +++
 web/index.html               |  2 +-
 web/package.json             |  2 +-
 web/public/sw.js             |  2 +-
 web/src/main.js              |  2 +-
 web/src/web-style.css        | 44 +++++++++++++++++++++++++++++++++++-
 web/test/ui-contract.test.js | 15 ++++++++++++
 8 files changed, 68 insertions(+), 5 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index f0b8d68..adfa84e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -48,6 +48,9 @@ small refinements.
 - Mobile web editing now removes the floating Color information card and
   low-priority preview metadata, keeps Before/After visible beside the looks,
   reduces header space, and gives the photo a substantially larger sticky area
+- Mobile adjustment labels, values, reset, and bypass actions now share one row
+  above each slider; section/control spacing and top look boxes are moderately
+  tighter while desktop geometry remains unchanged
 
 ### Planned
 
diff --git a/web/README.md b/web/README.md
index a713b16..4ebe0b8 100644
--- a/web/README.md
+++ b/web/README.md
@@ -28,6 +28,9 @@ Available now:
 - mobile editing prioritizes the photo with a shorter header, a larger sticky
   preview, no floating color-information card or preview metadata, and a visible
   whole-image Before/After button beside the horizontally scrollable looks
+- mobile adjustment rows keep each label, value, reset, and bypass action
+  together above the slider, with moderately tighter section/control spacing;
+  the look and comparison boxes are slimmer without shrinking their text
 - full-resolution JPEG or PNG export in a Web Worker
 - installable PWA metadata and a small offline application shell
 - browser capability reporting for WebGPU, Display P3, HDR displays,
diff --git a/web/index.html b/web/index.html
index c4ded05..c96a27d 100644
--- a/web/index.html
+++ b/web/index.html
@@ -5,7 +5,7 @@
   <meta name="viewport" content="width=device-width, initial-scale=1">
   <meta name="theme-color" content="#08110f">
   <meta name="description" content="ReefTone Web — private underwater color restoration that runs on your device.">
-  <meta name="reeftone-version" content="0.6.0-alpha.6">
+  <meta name="reeftone-version" content="0.6.0-alpha.7">
   <meta property="og:type" content="website">
   <meta property="og:title" content="ReefTone Web">
   <meta property="og:description" content="Private underwater photo correction that runs entirely on your device.">
diff --git a/web/package.json b/web/package.json
index 366fa5a..5bfb287 100644
--- a/web/package.json
+++ b/web/package.json
@@ -1,7 +1,7 @@
 {
   "name": "reeftone-web",
   "private": true,
-  "version": "0.6.0-alpha.6",
+  "version": "0.6.0-alpha.7",
   "packageManager": "pnpm@11.9.0",
   "type": "module",
   "scripts": {
diff --git a/web/public/sw.js b/web/public/sw.js
index 78f5ca9..8b16b59 100644
--- a/web/public/sw.js
+++ b/web/public/sw.js
@@ -1,4 +1,4 @@
-const CACHE = "reeftone-web-alpha-6";
+const CACHE = "reeftone-web-alpha-7";
 
 self.addEventListener("install", event => {
   event.waitUntil(caches.open(CACHE).then(cache => cache.addAll(["/manifest.webmanifest"])));
diff --git a/web/src/main.js b/web/src/main.js
index 0ba6213..a578c61 100644
--- a/web/src/main.js
+++ b/web/src/main.js
@@ -14,7 +14,7 @@ import {
 
 const $ = selector => document.querySelector(selector);
 const $$ = selector => [...document.querySelectorAll(selector)];
-const VERSION = "0.6.0-alpha.6";
+const VERSION = "0.6.0-alpha.7";
 const LEVEL_VIEW = Object.freeze({width: 288, height: 128, padding: 12});
 const CONTROL_DEFAULTS = Object.freeze({
   sharpen_amount: 0,
diff --git a/web/src/web-style.css b/web/src/web-style.css
index 6530ce6..0fdba03 100644
--- a/web/src/web-style.css
+++ b/web/src/web-style.css
@@ -134,6 +134,7 @@ html, body { min-width: 320px; }
   }
   .workspace { min-height: calc(100vh - var(--web-mobile-header-height)); }
   .canvas-toolbar {
+    top: calc(10px * var(--ui-scale));
     display: grid;
     grid-template-columns: minmax(0, 1fr) auto;
     align-items: start;
@@ -149,10 +150,14 @@ html, body { min-width: 320px; }
   .toolbar-left .presets {
     display: flex;
     max-width: 100%;
+    padding: calc(2px * var(--ui-scale));
     overflow-x: auto;
     scrollbar-width: none;
   }
-  .toolbar-left .presets button { padding-inline: calc(5px * var(--ui-scale)); }
+  .toolbar-left .presets button {
+    min-height: 36px;
+    padding: calc(3px * var(--ui-scale)) calc(5px * var(--ui-scale));
+  }
   .toolbar-left .presets::-webkit-scrollbar { display: none; }
   .canvas-color-info { display: none; }
   .toolbar-right { display: flex; }
@@ -160,6 +165,8 @@ html, body { min-width: 320px; }
   #beforeAfterButton {
     display: inline-flex;
     flex: 0 0 auto;
+    min-height: 42px;
+    padding-inline: calc(8px * var(--ui-scale));
   }
   .editor-stage {
     padding: calc(48px * var(--ui-scale)) calc(12px * var(--ui-scale)) calc(8px * var(--ui-scale));
@@ -178,6 +185,41 @@ html, body { min-width: 320px; }
     max-width: calc(100cqi - (32px * var(--ui-scale)));
   }
   .controls-scroll { overflow-x: hidden; }
+  .control-section { padding-block: calc(13px * var(--ui-scale)); }
+  .section-heading,
+  .section-toggle { margin-bottom: calc(12px * var(--ui-scale)); }
+  .control-list { gap: calc(12px * var(--ui-scale)); }
+  .slider-control {
+    grid-template-columns: minmax(0, 1fr) auto auto;
+    column-gap: calc(6px * var(--ui-scale));
+    row-gap: calc(4px * var(--ui-scale));
+  }
+  .slider-control > span:first-child {
+    grid-column: 1;
+    grid-row: 1;
+    min-width: 0;
+    overflow: hidden;
+    text-overflow: ellipsis;
+    white-space: nowrap;
+  }
+  .slider-control output {
+    grid-column: 2;
+    grid-row: 1;
+  }
+  .slider-control .control-actions {
+    grid-column: 3;
+    grid-row: 1;
+  }
+  .slider-control input {
+    grid-column: 1 / -1;
+    grid-row: 2;
+    margin-top: 0;
+  }
+  .master-control { padding-top: 0; }
+  .sharpening-tool {
+    gap: calc(12px * var(--ui-scale));
+    padding: calc(10px * var(--ui-scale));
+  }
   .control-section,
   .control-list,
   .slider-control,
diff --git a/web/test/ui-contract.test.js b/web/test/ui-contract.test.js
index 62e22eb..40dc9f1 100644
--- a/web/test/ui-contract.test.js
+++ b/web/test/ui-contract.test.js
@@ -62,3 +62,18 @@ test("mobile prioritizes the photo and keeps Before/After beside the looks", asy
   assert.match(mobileRules, /\.image-meta\s*\{\s*display:\s*none/);
   assert.match(mobileRules, /height:\s*clamp\(320px,\s*55svh,\s*460px\)/);
 });
+
+test("mobile keeps setting actions inline and uses moderately tighter spacing", async () => {
+  const webCss = await readFile(new URL("src/web-style.css", root), "utf8");
+  const mobileRules = webCss.slice(
+    webCss.indexOf("@media (max-width: 1035px)"),
+    webCss.indexOf("@media (max-width: 359px)"),
+  );
+
+  assert.match(mobileRules, /\.control-section\s*\{\s*padding-block:\s*calc\(13px \* var\(--ui-scale\)\)/);
+  assert.match(mobileRules, /\.control-list\s*\{\s*gap:\s*calc\(12px \* var\(--ui-scale\)\)/);
+  assert.match(mobileRules, /\.slider-control \.control-actions\s*\{[^}]*grid-column:\s*3;[^}]*grid-row:\s*1/s);
+  assert.match(mobileRules, /\.slider-control input\s*\{[^}]*grid-row:\s*2;[^}]*margin-top:\s*0/s);
+  assert.match(mobileRules, /\.toolbar-left \.presets button\s*\{[^}]*min-height:\s*36px/s);
+  assert.match(mobileRules, /#beforeAfterButton\s*\{[^}]*min-height:\s*42px/s);
+});

From bc5de66b97c1900e7d9fb655a356236ce8385b20 Mon Sep 17 00:00:00 2001
From: TomerSY <54842266+TomerSY@users.noreply.github.com>
Date: Tue, 28 Jul 2026 16:32:23 +0300
Subject: [PATCH 12/15] fix: refine mobile adjustment alignment

---
 CHANGELOG.md                 |  4 ++++
 web/README.md                |  9 ++++++---
 web/index.html               |  2 +-
 web/package.json             |  2 +-
 web/public/sw.js             |  2 +-
 web/src/main.js              |  2 +-
 web/src/web-style.css        | 24 ++++++++++++++++++++++--
 web/test/ui-contract.test.js | 14 ++++++++++++--
 8 files changed, 48 insertions(+), 11 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index adfa84e..05bf9a0 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -51,6 +51,10 @@ small refinements.
 - Mobile adjustment labels, values, reset, and bypass actions now share one row
   above each slider; section/control spacing and top look boxes are moderately
   tighter while desktop geometry remains unchanged
+- Mobile adjustment values now sit at the true center above their sliders,
+  independent of the right-aligned reset and bypass actions
+- Web Sharpening now uses the standard Presence heading hierarchy without a
+  special card border, background, or inset padding
 
 ### Planned
 
diff --git a/web/README.md b/web/README.md
index 4ebe0b8..d58dc07 100644
--- a/web/README.md
+++ b/web/README.md
@@ -28,9 +28,12 @@ Available now:
 - mobile editing prioritizes the photo with a shorter header, a larger sticky
   preview, no floating color-information card or preview metadata, and a visible
   whole-image Before/After button beside the horizontally scrollable looks
-- mobile adjustment rows keep each label, value, reset, and bypass action
-  together above the slider, with moderately tighter section/control spacing;
-  the look and comparison boxes are slimmer without shrinking their text
+- mobile adjustment rows keep each label and reset/bypass actions at the sides
+  while centering the value above the slider, with moderately tighter
+  section/control spacing; the look and comparison boxes are slimmer without
+  shrinking their text
+- Sharpening is presented as a standard unboxed subsection using the same
+  heading hierarchy as the rest of Presence
 - full-resolution JPEG or PNG export in a Web Worker
 - installable PWA metadata and a small offline application shell
 - browser capability reporting for WebGPU, Display P3, HDR displays,
diff --git a/web/index.html b/web/index.html
index c96a27d..82f1b5d 100644
--- a/web/index.html
+++ b/web/index.html
@@ -5,7 +5,7 @@
   <meta name="viewport" content="width=device-width, initial-scale=1">
   <meta name="theme-color" content="#08110f">
   <meta name="description" content="ReefTone Web — private underwater color restoration that runs on your device.">
-  <meta name="reeftone-version" content="0.6.0-alpha.7">
+  <meta name="reeftone-version" content="0.6.0-alpha.8">
   <meta property="og:type" content="website">
   <meta property="og:title" content="ReefTone Web">
   <meta property="og:description" content="Private underwater photo correction that runs entirely on your device.">
diff --git a/web/package.json b/web/package.json
index 5bfb287..ac7e05a 100644
--- a/web/package.json
+++ b/web/package.json
@@ -1,7 +1,7 @@
 {
   "name": "reeftone-web",
   "private": true,
-  "version": "0.6.0-alpha.7",
+  "version": "0.6.0-alpha.8",
   "packageManager": "pnpm@11.9.0",
   "type": "module",
   "scripts": {
diff --git a/web/public/sw.js b/web/public/sw.js
index 8b16b59..93ea3a8 100644
--- a/web/public/sw.js
+++ b/web/public/sw.js
@@ -1,4 +1,4 @@
-const CACHE = "reeftone-web-alpha-7";
+const CACHE = "reeftone-web-alpha-8";
 
 self.addEventListener("install", event => {
   event.waitUntil(caches.open(CACHE).then(cache => cache.addAll(["/manifest.webmanifest"])));
diff --git a/web/src/main.js b/web/src/main.js
index a578c61..1299f9a 100644
--- a/web/src/main.js
+++ b/web/src/main.js
@@ -14,7 +14,7 @@ import {
 
 const $ = selector => document.querySelector(selector);
 const $$ = selector => [...document.querySelectorAll(selector)];
-const VERSION = "0.6.0-alpha.7";
+const VERSION = "0.6.0-alpha.8";
 const LEVEL_VIEW = Object.freeze({width: 288, height: 128, padding: 12});
 const CONTROL_DEFAULTS = Object.freeze({
   sharpen_amount: 0,
diff --git a/web/src/web-style.css b/web/src/web-style.css
index 0fdba03..603237f 100644
--- a/web/src/web-style.css
+++ b/web/src/web-style.css
@@ -103,6 +103,23 @@ html, body { min-width: 320px; }
 #zoomToolButton.active { color: var(--accent-strong); background: rgba(38, 91, 78, .7); box-shadow: inset 0 0 0 1px rgba(108,224,196,.16); }
 .settings-clip.apply-only { grid-template-columns: minmax(0, 1fr) auto; }
 
+.sharpening-tool {
+  padding: 0;
+  border: 0;
+  border-radius: 0;
+  background: transparent;
+}
+.sharpening-heading strong {
+  color: var(--text);
+  font-size: calc(12px * var(--ui-scale));
+  font-weight: 680;
+}
+.sharpening-heading small {
+  margin-top: calc(3px * var(--ui-scale));
+  font-size: calc(9px * var(--ui-scale));
+  line-height: 1.4;
+}
+
 @media (max-width: 1035px) {
   .app {
     --web-mobile-header-height: 72px;
@@ -190,7 +207,7 @@ html, body { min-width: 320px; }
   .section-toggle { margin-bottom: calc(12px * var(--ui-scale)); }
   .control-list { gap: calc(12px * var(--ui-scale)); }
   .slider-control {
-    grid-template-columns: minmax(0, 1fr) auto auto;
+    grid-template-columns: minmax(0, 1fr) auto minmax(0, 1fr);
     column-gap: calc(6px * var(--ui-scale));
     row-gap: calc(4px * var(--ui-scale));
   }
@@ -205,10 +222,13 @@ html, body { min-width: 320px; }
   .slider-control output {
     grid-column: 2;
     grid-row: 1;
+    justify-self: center;
+    text-align: center;
   }
   .slider-control .control-actions {
     grid-column: 3;
     grid-row: 1;
+    justify-self: end;
   }
   .slider-control input {
     grid-column: 1 / -1;
@@ -218,7 +238,7 @@ html, body { min-width: 320px; }
   .master-control { padding-top: 0; }
   .sharpening-tool {
     gap: calc(12px * var(--ui-scale));
-    padding: calc(10px * var(--ui-scale));
+    padding: 0;
   }
   .control-section,
   .control-list,
diff --git a/web/test/ui-contract.test.js b/web/test/ui-contract.test.js
index 40dc9f1..3adbf31 100644
--- a/web/test/ui-contract.test.js
+++ b/web/test/ui-contract.test.js
@@ -63,7 +63,7 @@ test("mobile prioritizes the photo and keeps Before/After beside the looks", asy
   assert.match(mobileRules, /height:\s*clamp\(320px,\s*55svh,\s*460px\)/);
 });
 
-test("mobile keeps setting actions inline and uses moderately tighter spacing", async () => {
+test("mobile centers setting values, keeps actions inline, and uses moderately tighter spacing", async () => {
   const webCss = await readFile(new URL("src/web-style.css", root), "utf8");
   const mobileRules = webCss.slice(
     webCss.indexOf("@media (max-width: 1035px)"),
@@ -72,8 +72,18 @@ test("mobile keeps setting actions inline and uses moderately tighter spacing",
 
   assert.match(mobileRules, /\.control-section\s*\{\s*padding-block:\s*calc\(13px \* var\(--ui-scale\)\)/);
   assert.match(mobileRules, /\.control-list\s*\{\s*gap:\s*calc\(12px \* var\(--ui-scale\)\)/);
-  assert.match(mobileRules, /\.slider-control \.control-actions\s*\{[^}]*grid-column:\s*3;[^}]*grid-row:\s*1/s);
+  assert.match(mobileRules, /\.slider-control\s*\{[^}]*grid-template-columns:\s*minmax\(0,\s*1fr\)\s+auto\s+minmax\(0,\s*1fr\)/s);
+  assert.match(mobileRules, /\.slider-control output\s*\{[^}]*grid-column:\s*2;[^}]*justify-self:\s*center;[^}]*text-align:\s*center/s);
+  assert.match(mobileRules, /\.slider-control \.control-actions\s*\{[^}]*grid-column:\s*3;[^}]*grid-row:\s*1;[^}]*justify-self:\s*end/s);
   assert.match(mobileRules, /\.slider-control input\s*\{[^}]*grid-row:\s*2;[^}]*margin-top:\s*0/s);
   assert.match(mobileRules, /\.toolbar-left \.presets button\s*\{[^}]*min-height:\s*36px/s);
   assert.match(mobileRules, /#beforeAfterButton\s*\{[^}]*min-height:\s*42px/s);
 });
+
+test("web sharpening is an unboxed subsection with the standard heading hierarchy", async () => {
+  const webCss = await readFile(new URL("src/web-style.css", root), "utf8");
+
+  assert.match(webCss, /\.sharpening-tool\s*\{[^}]*padding:\s*0;[^}]*border:\s*0;[^}]*border-radius:\s*0;[^}]*background:\s*transparent/s);
+  assert.match(webCss, /\.sharpening-heading strong\s*\{[^}]*font-size:\s*calc\(12px \* var\(--ui-scale\)\);[^}]*font-weight:\s*680/s);
+  assert.match(webCss, /\.sharpening-heading small\s*\{[^}]*font-size:\s*calc\(9px \* var\(--ui-scale\)\)/s);
+});

From 4aa5a17755b3925cd32b3a8164c8bd0b1349dc49 Mon Sep 17 00:00:00 2001
From: TomerSY <54842266+TomerSY@users.noreply.github.com>
Date: Tue, 28 Jul 2026 16:57:18 +0300
Subject: [PATCH 13/15] feat: add desktop split editor layout

---
 CHANGELOG.md                 |  3 ++
 web/README.md                |  4 +-
 web/index.html               |  2 +-
 web/package.json             |  2 +-
 web/public/sw.js             |  2 +-
 web/src/main.js              |  2 +-
 web/src/web-style.css        | 79 ++++++++++++++++++++++++++++++++++++
 web/test/ui-contract.test.js | 23 ++++++++++-
 8 files changed, 111 insertions(+), 6 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 05bf9a0..4246289 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -55,6 +55,9 @@ small refinements.
   independent of the right-aligned reset and bypass actions
 - Web Sharpening now uses the standard Presence heading hierarchy without a
   special card border, background, or inset padding
+- Desktop web editing now keeps the image workspace sticky on the left while
+  the complete settings panel occupies and scrolls in the right column; the
+  mobile layout is unchanged
 
 ### Planned
 
diff --git a/web/README.md b/web/README.md
index d58dc07..422d9c3 100644
--- a/web/README.md
+++ b/web/README.md
@@ -24,7 +24,9 @@ Available now:
 - whole-image Before/After by default, explicit opt-in Swipe comparison, plus
   25-point focal magnifier zoom and drag-to-pan
 - a loaded photo stays visible beneath the header while its controls scroll on
-  mobile devices; desktop layout and scrolling are unchanged
+  mobile devices
+- desktop browsers use a dedicated two-column editor with the image workspace
+  sticky on the left and the full settings panel scrolling on the right
 - mobile editing prioritizes the photo with a shorter header, a larger sticky
   preview, no floating color-information card or preview metadata, and a visible
   whole-image Before/After button beside the horizontally scrollable looks
diff --git a/web/index.html b/web/index.html
index 82f1b5d..d6c9493 100644
--- a/web/index.html
+++ b/web/index.html
@@ -5,7 +5,7 @@
   <meta name="viewport" content="width=device-width, initial-scale=1">
   <meta name="theme-color" content="#08110f">
   <meta name="description" content="ReefTone Web — private underwater color restoration that runs on your device.">
-  <meta name="reeftone-version" content="0.6.0-alpha.8">
+  <meta name="reeftone-version" content="0.6.0-alpha.9">
   <meta property="og:type" content="website">
   <meta property="og:title" content="ReefTone Web">
   <meta property="og:description" content="Private underwater photo correction that runs entirely on your device.">
diff --git a/web/package.json b/web/package.json
index ac7e05a..b5dab18 100644
--- a/web/package.json
+++ b/web/package.json
@@ -1,7 +1,7 @@
 {
   "name": "reeftone-web",
   "private": true,
-  "version": "0.6.0-alpha.8",
+  "version": "0.6.0-alpha.9",
   "packageManager": "pnpm@11.9.0",
   "type": "module",
   "scripts": {
diff --git a/web/public/sw.js b/web/public/sw.js
index 93ea3a8..a95eaee 100644
--- a/web/public/sw.js
+++ b/web/public/sw.js
@@ -1,4 +1,4 @@
-const CACHE = "reeftone-web-alpha-8";
+const CACHE = "reeftone-web-alpha-9";
 
 self.addEventListener("install", event => {
   event.waitUntil(caches.open(CACHE).then(cache => cache.addAll(["/manifest.webmanifest"])));
diff --git a/web/src/main.js b/web/src/main.js
index 1299f9a..4432cec 100644
--- a/web/src/main.js
+++ b/web/src/main.js
@@ -14,7 +14,7 @@ import {
 
 const $ = selector => document.querySelector(selector);
 const $$ = selector => [...document.querySelectorAll(selector)];
-const VERSION = "0.6.0-alpha.8";
+const VERSION = "0.6.0-alpha.9";
 const LEVEL_VIEW = Object.freeze({width: 288, height: 128, padding: 12});
 const CONTROL_DEFAULTS = Object.freeze({
   sharpen_amount: 0,
diff --git a/web/src/web-style.css b/web/src/web-style.css
index 603237f..3461663 100644
--- a/web/src/web-style.css
+++ b/web/src/web-style.css
@@ -120,6 +120,85 @@ html, body { min-width: 320px; }
   line-height: 1.4;
 }
 
+@media (min-width: 1036px) {
+  html, body { overflow: auto; }
+  .app {
+    --web-desktop-header-height: calc(64px * var(--ui-scale));
+    min-height: 100%;
+    height: auto;
+    grid-template-rows: var(--web-desktop-header-height) auto;
+  }
+  .topbar {
+    position: sticky;
+    top: 0;
+  }
+  .workspace {
+    display: grid;
+    grid-template-columns:
+      minmax(0, 1fr)
+      clamp(420px, 32vw, calc(344px * var(--ui-scale)));
+    align-items: start;
+    min-height: calc(100vh - var(--web-desktop-header-height));
+  }
+  .canvas-area {
+    position: sticky;
+    top: var(--web-desktop-header-height);
+    align-self: start;
+    height: calc(100vh - var(--web-desktop-header-height));
+    min-height: calc(100vh - var(--web-desktop-header-height));
+  }
+  .inspector {
+    width: 100%;
+    min-height: calc(100vh - var(--web-desktop-header-height));
+    height: auto;
+    margin: 0;
+    grid-template-columns: minmax(0, 1fr);
+    grid-template-rows: auto auto auto auto auto;
+    border-top: 0;
+    border-right: 0;
+  }
+  .inspector-header,
+  .controls-scroll,
+  .inspector-footer {
+    width: auto;
+    min-width: 0;
+    max-width: 100%;
+  }
+  .controls-scroll { overflow: visible; }
+}
+
+@media (min-width: 1036px) and (max-width: 1350px) {
+  .canvas-toolbar {
+    display: grid;
+    grid-template-columns: minmax(0, 1fr);
+    justify-content: stretch;
+    gap: calc(6px * var(--ui-scale));
+  }
+  .toolbar-left {
+    display: block;
+    width: 100%;
+    min-width: 0;
+    overflow: hidden;
+  }
+  .toolbar-left .presets {
+    max-width: 100%;
+    overflow-x: auto;
+    scrollbar-width: none;
+  }
+  .toolbar-left .presets::-webkit-scrollbar,
+  .toolbar-right::-webkit-scrollbar { display: none; }
+  .canvas-color-info { display: none; }
+  .toolbar-right {
+    justify-self: start;
+    max-width: 100%;
+    overflow-x: auto;
+    scrollbar-width: none;
+  }
+  .editor-stage {
+    padding-top: calc(94px * var(--ui-scale));
+  }
+}
+
 @media (max-width: 1035px) {
   .app {
     --web-mobile-header-height: 72px;
diff --git a/web/test/ui-contract.test.js b/web/test/ui-contract.test.js
index 3adbf31..bb226c5 100644
--- a/web/test/ui-contract.test.js
+++ b/web/test/ui-contract.test.js
@@ -45,7 +45,10 @@ test("a loaded photo gets a mobile-only sticky preview below the app header", as
   assert.match(main, /\$\("#app"\)\.classList\.add\("has-photo"\)/);
   assert.match(mobileRules, /\.app\.has-photo \.canvas-area\s*\{[^}]*position:\s*sticky/s);
   assert.match(mobileRules, /top:\s*var\(--web-mobile-header-height\)/);
-  assert.doesNotMatch(webCss.slice(0, webCss.indexOf("@media (max-width: 1035px)")), /position:\s*sticky/);
+  assert.doesNotMatch(
+    webCss.slice(0, webCss.indexOf("@media (max-width: 1035px)")),
+    /\.app\.has-photo \.canvas-area\s*\{[^}]*position:\s*sticky/s,
+  );
 });
 
 test("mobile prioritizes the photo and keeps Before/After beside the looks", async () => {
@@ -87,3 +90,21 @@ test("web sharpening is an unboxed subsection with the standard heading hierarch
   assert.match(webCss, /\.sharpening-heading strong\s*\{[^}]*font-size:\s*calc\(12px \* var\(--ui-scale\)\);[^}]*font-weight:\s*680/s);
   assert.match(webCss, /\.sharpening-heading small\s*\{[^}]*font-size:\s*calc\(9px \* var\(--ui-scale\)\)/s);
 });
+
+test("desktop web keeps the image sticky on the left and settings on the right", async () => {
+  const webCss = await readFile(new URL("src/web-style.css", root), "utf8");
+  const desktopRules = webCss.slice(
+    webCss.indexOf("@media (min-width: 1036px)"),
+    webCss.indexOf("@media (max-width: 1035px)"),
+  );
+
+  assert.match(desktopRules, /\.workspace\s*\{[^}]*display:\s*grid;[^}]*grid-template-columns:[^;]*minmax\(0,\s*1fr\)[^;]*clamp\(420px,\s*32vw,\s*calc\(344px \* var\(--ui-scale\)\)\)/s);
+  assert.match(desktopRules, /\.canvas-area\s*\{[^}]*position:\s*sticky;[^}]*top:\s*var\(--web-desktop-header-height\)/s);
+  assert.match(desktopRules, /\.inspector\s*\{[^}]*width:\s*100%;[^}]*margin:\s*0;[^}]*grid-template-columns:\s*minmax\(0,\s*1fr\);[^}]*grid-template-rows:\s*auto auto auto auto auto/s);
+  assert.match(desktopRules, /\.inspector-header,\s*\.controls-scroll,\s*\.inspector-footer\s*\{[^}]*width:\s*auto;[^}]*max-width:\s*100%/s);
+  assert.match(desktopRules, /\.controls-scroll\s*\{\s*overflow:\s*visible/);
+  assert.match(desktopRules, /@media \(min-width:\s*1036px\) and \(max-width:\s*1350px\)/);
+  assert.match(desktopRules, /\.canvas-toolbar\s*\{[^}]*display:\s*grid;[^}]*grid-template-columns:\s*minmax\(0,\s*1fr\)/s);
+  assert.match(desktopRules, /\.canvas-color-info\s*\{\s*display:\s*none/);
+  assert.doesNotMatch(desktopRules, /flex-direction:\s*column/);
+});

From 553b453c1cb3bc20f27509b7d681fdffa5137345 Mon Sep 17 00:00:00 2001
From: TomerSY <54842266+TomerSY@users.noreply.github.com>
Date: Sun, 2 Aug 2026 09:28:59 +0300
Subject: [PATCH 14/15] docs: sanitize public repository content

---
 .gitignore                       | 23 +++++++++++++++++++++++
 docs/algorithm.md                |  2 +-
 docs/color-management.md         | 16 ++++++++--------
 docs/reference-style-analysis.md | 29 +++++++++++++++--------------
 web/README.md                    |  2 +-
 web/public/manifest.webmanifest  |  2 +-
 6 files changed, 49 insertions(+), 25 deletions(-)

diff --git a/.gitignore b/.gitignore
index b9b8786..58cea78 100644
--- a/.gitignore
+++ b/.gitignore
@@ -24,7 +24,30 @@ exports/
 *.jpg
 *.JPEG
 *.jpeg
+*.PNG
+*.png
+*.TIF
+*.tif
+*.TIFF
+*.tiff
+*.WEBP
+*.webp
+*.AVIF
+*.avif
+*.DNG
+*.dng
+*.XMP
+*.xmp
 *.MOV
 *.mov
 *.MP4
 *.mp4
+*.M4V
+*.m4v
+*.AVI
+*.avi
+*.MKV
+*.mkv
+
+# Public application artwork is reviewed and checked in deliberately.
+!web/public/*.png
diff --git a/docs/algorithm.md b/docs/algorithm.md
index d72f832..355fc66 100644
--- a/docs/algorithm.md
+++ b/docs/algorithm.md
@@ -3,7 +3,7 @@
 ## Design boundary
 
 Underwater restoration is ill-posed: attenuation varies with wavelength, range,
-water type, illumination, and camera response. ReefTone 0.3 uses a deterministic
+water type, illumination, and camera response. ReefTone uses a deterministic
 single-image enhancement pipeline. It does not claim to recover physically measured
 surface colors without range data.
 
diff --git a/docs/color-management.md b/docs/color-management.md
index 74449e3..260e1d9 100644
--- a/docs/color-management.md
+++ b/docs/color-management.md
@@ -2,10 +2,10 @@
 
 ## Bottom line
 
-ReefTone never overwrites the original. Version 0.4 detects the image's base bit
-depth, embedded ICC profile or NCLX color tags, transfer function, HDR form, and
-HEIF auxiliary images. Preview JPEGs now carry the source ICC profile so a
-color-managed browser does not reinterpret Display P3 numbers as untagged sRGB.
+ReefTone never overwrites the original. The current Python editor detects the
+image's base bit depth, embedded ICC profile or NCLX color tags, transfer function,
+HDR form, and HEIF auxiliary images. Preview JPEGs now carry the source ICC profile
+so a color-managed browser does not reinterpret Display P3 numbers as untagged sRGB.
 
 For SDR and wide-color SDR images, edits remain in the source display-referred
 profile. Compatible exports preserve the ICC profile and camera metadata.
@@ -16,7 +16,7 @@ the SDR and HDR versions. Until the native HDR pipeline described below is built
 ReefTone clearly labels the edit as using the color-managed SDR base and exports a
 wide-color SDR copy.
 
-ISO HDR input is similarly detected from its bit depth and HLG/PQ tags. Version 0.4
+ISO HDR input is similarly detected from its bit depth and HLG/PQ tags. The editor
 asks libheif for a tone-mapped SDR decode before running the display-referred
 correction engine, tags that working copy as sRGB, and deliberately removes the HDR
 transfer tags from the edited output. This is safer than applying SDR math directly
@@ -32,8 +32,8 @@ An iPhone HEIC is a container, not just one pixel array. A typical file can cont
 - an ICC or NCLX/CICP color description;
 - EXIF, XMP, GPS, MakerNote, orientation, and capture metadata.
 
-The sample `IMG_5502.HEIC` in this project contains an 8-bit Display P3 base plus
-an Apple HDR gain map and three additional auxiliary image types. Reporting it only
+Validation samples have included an 8-bit Display P3 base, an Apple HDR gain map,
+and additional auxiliary image types in one container. Reporting such a file only
 as “8-bit HEIC” would therefore be incomplete.
 
 ## Research basis
@@ -53,7 +53,7 @@ Apple emphasizes tagging images with the correct profile and converting rather t
 assigning a different profile. See [Get Started with Display
 P3](https://developer.apple.com/videos/play/wwdc2017/821/).
 
-## Export behavior in 0.4
+## Current Python export behavior
 
 | Format | Precision | ICC profile | EXIF/XMP | HDR gain map |
 | --- | ---: | --- | --- | --- |
diff --git a/docs/reference-style-analysis.md b/docs/reference-style-analysis.md
index 02fa148..ca728df 100644
--- a/docs/reference-style-analysis.md
+++ b/docs/reference-style-analysis.md
@@ -1,7 +1,7 @@
 # Reference style analysis
 
-This analysis compares the supplied “before” screenshot with the generated
-ChatGPT “after” screenshot. It informed ReefTone's **Dramatic** preset.
+This analysis compares a supplied “before” screenshot with an AI-generated
+“after” reference. It informed ReefTone's **Dramatic** preset.
 
 ## Important limitation
 
@@ -41,21 +41,22 @@ Mean RGB values show the color strategy:
 
 ## Reusable reconstruction
 
-The closest non-generative reconstruction is a layered pipeline:
+The reference suggests this layered, non-generative reconstruction:
 
 1. Moderate adaptive white balance—avoid pushing red globally.
 2. A stronger S-curve with highlight protection.
 3. Selective aqua/blue mixing that keeps water luminous.
 4. A soft subject-attention mask for lift, warmth, and texture.
 5. A darker, slightly warmer background outside that mask.
-6. A feathered top gradient and optical vignette in the generated reference.
-
-ReefTone 0.3 intentionally does not expose guessed depth, subject-focus, gradient,
-or vignette controls. The reference remains useful for global color and tone
-targets, while the production algorithm now uses depth-free white balance and
-multiscale fusion.
-7. Targeted texture/clarity, with conservative denoise.
-
-These behaviors are exposed as independent controls. The **Dramatic** preset is a
-starting point, and **Overall mix** can reduce its intensity without changing the
-relative balance of the layers.
+6. A feathered top gradient and optical vignette.
+7. Targeted texture and clarity, with conservative denoise.
+
+The subject mask, top gradient, and vignette describe evidence in the reference;
+they are not claims about ReefTone's current implementation. ReefTone intentionally
+avoids guessed depth or focus controls. Its production pipeline uses depth-free
+white balance and multiscale fusion, so the reference remains a color-and-tone
+target rather than a pixel-matching specification.
+
+The implemented global behaviors are exposed as independent controls. The
+**Dramatic** preset is a starting point, and **Overall mix** can reduce its intensity
+without changing the relative balance of the active processing stages.
diff --git a/web/README.md b/web/README.md
index 422d9c3..703915e 100644
--- a/web/README.md
+++ b/web/README.md
@@ -22,7 +22,7 @@ Available now:
 - output-neutral thresholded unsharp-mask Sharpening with Amount, Radius, and
   Threshold in preview and full-resolution worker export
 - whole-image Before/After by default, explicit opt-in Swipe comparison, plus
-  25-point focal magnifier zoom and drag-to-pan
+  25-percentage-point focal magnifier zoom and drag-to-pan
 - a loaded photo stays visible beneath the header while its controls scroll on
   mobile devices
 - desktop browsers use a dedicated two-column editor with the image workspace
diff --git a/web/public/manifest.webmanifest b/web/public/manifest.webmanifest
index f69dbda..f38db89 100644
--- a/web/public/manifest.webmanifest
+++ b/web/public/manifest.webmanifest
@@ -1,7 +1,7 @@
 {
   "name": "ReefTone Web",
   "short_name": "ReefTone",
-  "description": "Private underwater color correction that runs on your device.",
+  "description": "Local-first underwater color correction that runs on your device.",
   "start_url": "/",
   "display": "standalone",
   "background_color": "#07110f",

From cc2effbc11f43b41ecc847fdb7e581fe47bc3f13 Mon Sep 17 00:00:00 2001
From: TomerSY <54842266+TomerSY@users.noreply.github.com>
Date: Sun, 9 Aug 2026 16:29:26 +0300
Subject: [PATCH 15/15] docs: plan SDR-to-HDR expansion

---
 docs/roadmap.md | 24 ++++++++++++++++++++++--
 1 file changed, 22 insertions(+), 2 deletions(-)

diff --git a/docs/roadmap.md b/docs/roadmap.md
index c284fe6..22bddd0 100644
--- a/docs/roadmap.md
+++ b/docs/roadmap.md
@@ -23,21 +23,41 @@
 - HEIC/HEIF decode with verified ICC and metadata behavior
 - safe Display P3 preview and export
 
-## Phase 3 — quality and HDR validation
+## Phase 3 — quality, native HDR, and still-image HDR expansion
 
 - visual reference set across depths, water colors, cameras, and artificial lights
 - perceptual and no-reference quality metrics
 - selectable subject masks for divers, reef, and open water
+- stream and image inspection that identifies actual bit depth, transfer function,
+  primaries, matrix, range, gain maps, and HDR metadata instead of inferring them
+  from a filename or container extension
 - native gain-map/ISO-HDR expansion into an unclamped linear working space
 - HDR-safe correction operators and new 10-bit HDR HEIF generation
 - true deep-color decode-path validation across HEIC producers
+- optional SDR-to-HDR expansion for 8-bit photographs, using conservative
+  highlight-aware inverse tone mapping with clipping, noise, and banding protection
+- adaptive gain-map JPEG output with a carefully graded SDR base, plus validated
+  ISO 21496-1, HEIF, and AVIF HDR paths where platform support permits
+- explicit `SDR source / HDR expanded` labeling so creative expansion is never
+  presented as recovered native HDR capture
+- HDR and SDR-fallback validation on Instagram, iOS, Android, and common browsers
 
-## Phase 4 — 10-bit video
+## Phase 4 — video and SDR-to-HDR expansion
 
 - FFmpeg/PyAV ingestion for HEVC, H.264, ProRes, HDR10, and HLG
+- codec-level probing of MP4 and other containers, including pixel format and
+  bit depth, rather than treating `.mp4` as evidence of SDR or HDR
 - temporal gain stabilization and scene-cut handling
+- optional temporally stable expansion of 8-bit Rec.709 SDR footage into an HDR
+  working timeline without claiming to restore clipped or unrecorded detail
+- highlight-confidence controls, chroma-noise protection, debanding, and dithering
+  designed for compressed action-camera and underwater footage
 - proxy generation for responsive preview
 - range, primaries, matrix, and transfer metadata preservation
+- 10-bit HEVC Main10 HLG/PQ output with correct Rec.2020 signaling, an SDR preview,
+  and a tone-mapped fallback rendition
+- short-form social export validation, including Instagram Reels on HDR and SDR
+  playback devices
 - hardware encode where available
 - frame queue with cancellation and progress reporting