diff --git a/bin/.local/bin/generate-appearance.py b/bin/.local/bin/generate-appearance.py
index 2ab505165..b97264e8f 100755
--- a/bin/.local/bin/generate-appearance.py
+++ b/bin/.local/bin/generate-appearance.py
@@ -81,53 +81,17 @@ def main():
     if args.apply and args.output != SWAY / 'generated/theme.conf':
         parser.error('--apply exige la sortie runtime par défaut')
     try:
+        # CONTRACT: les applications 17D empruntent le verrou et la publication
+        # uniques du gestionnaire Appearance ; ce CLI garde le rendu hors ligne.
+        if args.apply:
+            if args.accent != 'lavender' or args.profile != 'default':
+                raise ValueError('17D applique uniquement Lavender avec le profil default')
+            checked([sys.executable, str(Path(__file__).with_name('wallpaper-manager.py')),
+                     'set-manual-flavor', args.flavor])
+            print(f'{args.flavor}/lavender: {args.output}')
+            return 0
         content = render(args.flavor, args.accent, args.profile).encode('utf-8')
-        old = args.output.read_bytes() if args.output.exists() else None
-        old_state = STATE.read_bytes() if args.apply and STATE.exists() else None
-        previous_theme = None
-        if args.apply:
-            previous_theme = checked(['qs', '-c', 'labfy-sway', 'ipc', 'call',
-                                      'appearance', 'currentTheme']).stdout.strip()
         atomic_write(args.output, content)
-        if args.apply:
-            try:
-                checked(['sway', '--validate', '-c', str(SWAY / 'config')])
-                checked(['swaymsg', 'reload'])
-                previous = json.loads(old_state) if old_state else {}
-                changed = (previous.get('effectiveFlavor') != args.flavor
-                           or previous.get('effectiveAccent') != args.accent
-                           or previous.get('effectiveMode') != 'normal')
-                revision = max(0, int(previous.get('revision', 0))) + int(changed)
-                # CONTRACT: le moteur de thème conserve les champs wallpaper
-                # du schéma 2 ; changer une palette n'efface pas l'état 17C.
-                state = dict(previous)
-                state.update(version=max(1, int(previous.get('version', 1))),
-                             effectiveFlavor=args.flavor, effectiveMode='normal',
-                             effectiveDark=args.flavor != 'latte',
-                             effectiveHighContrast=False, effectiveAccent=args.accent,
-                             revision=revision)
-                # CONTRACT: le backend persiste l'état après validation Sway ;
-                # le contrôleur l'expose aux consommateurs et le lit au restart.
-                atomic_write(STATE, (json.dumps(state, separators=(',', ':')) + '\n').encode('utf-8'))
-                result = checked(['qs', '-c', 'labfy-sway', 'ipc', 'call', 'appearance',
-                                  'setTheme', args.flavor, args.accent])
-                if result.stdout.strip() != 'true':
-                    raise RuntimeError('QuickShell a refusé le thème')
-            except Exception:
-                if old is None:
-                    args.output.unlink(missing_ok=True)
-                else:
-                    atomic_write(args.output, old)
-                if old_state is None:
-                    STATE.unlink(missing_ok=True)
-                else:
-                    atomic_write(STATE, old_state)
-                checked(['swaymsg', 'reload'])
-                if previous_theme and '/' in previous_theme:
-                    old_flavor, old_accent = previous_theme.split('/', 1)
-                    checked(['qs', '-c', 'labfy-sway', 'ipc', 'call', 'appearance',
-                             'setTheme', old_flavor, old_accent])
-                raise
         print(f'{args.flavor}/{args.accent}: {args.output}')
     except (OSError, ValueError, subprocess.CalledProcessError, RuntimeError) as exc:
         print(f'Erreur : {exc}', file=sys.stderr)
diff --git a/bin/.local/bin/wallpaper-manager.py b/bin/.local/bin/wallpaper-manager.py
index f1cae0698..f09f687d0 100755
--- a/bin/.local/bin/wallpaper-manager.py
+++ b/bin/.local/bin/wallpaper-manager.py
@@ -1,8 +1,9 @@
 #!/usr/bin/env python3
-"""Galerie locale et publication transactionnelle du wallpaper Sway (schéma 2)."""
+"""Galerie locale et publication compensable wallpaper/thème Sway (schéma 3)."""
 import argparse
 import fcntl
 import hashlib
+import importlib.util
 import json
 import os
 from pathlib import Path
@@ -15,6 +16,7 @@ import warnings
 from urllib.parse import unquote, urlsplit
 
 from PIL import Image, ImageOps, UnidentifiedImageError
+from wallpaper_analysis import ALGORITHM_VERSION, analyze as analyze_wallpaper
 
 # WHY: une image piégée ne doit pas faire exploser la mémoire du processus
 # de scan ; la limite s'applique à un fichier, pas à la taille du dossier.
@@ -31,7 +33,11 @@ PREFERENCES = Path(os.environ.get('XDG_CONFIG_HOME', Path.home() / '.config')) /
 STATE = Path(os.environ.get('XDG_STATE_HOME', Path.home() / '.local/state')) / 'labfy-appearance/effective.json'
 CACHE = Path(os.environ.get('XDG_CACHE_HOME', Path.home() / '.cache')) / 'labfy-appearance/wallpapers'
 GENERATED = SWAY / 'generated/wallpaper.conf'
+GENERATED_THEME = SWAY / 'generated/theme.conf'
 ALIASES = Path(os.environ.get('XDG_CONFIG_HOME', Path.home() / '.config')) / 'labfy-appearance/wallpapers'
+FLAVORS = ('latte', 'frappe', 'macchiato', 'mocha')
+STATE_VERSION = 3
+PREF_VERSION = 2
 
 
 def atomic_write(path, data):
@@ -241,61 +247,172 @@ def current():
             'revision': state.get('revision', 0)}
 
 
-def apply(path):
-    # INVARIANT: lock couvre config, reload et état ; deux appels ne s'entremêlent pas.
+def preferences(state=None):
+    """Migration non destructive des préférences 17C et de l'état 17B/17C."""
+    state = state if state is not None else read_json(STATE)
+    value = read_json(PREFERENCES)
+    mode = value.get('themeMode', state.get('themeMode', 'manual'))
+    manual = value.get('manualFlavor', state.get('manualFlavor', state.get('effectiveFlavor', 'mocha')))
+    if mode not in ('manual', 'wallpaper'):
+        mode = 'manual'
+    if manual not in FLAVORS:
+        manual = 'mocha'
+    return {**value, 'version': PREF_VERSION, 'themeMode': mode,
+            'manualFlavor': manual, 'accent': 'lavender', 'wallpaperMode': 'fill',
+            'wallpaperDirectory': initial_directory()}
+
+
+def rendered_theme(flavor):
+    """Réutilise le générateur 17B : aucune seconde palette ni formule Sway."""
+    source = Path(__file__).with_name('generate-appearance.py')
+    spec = importlib.util.spec_from_file_location('generate_appearance', source)
+    module = importlib.util.module_from_spec(spec)
+    spec.loader.exec_module(module)
+    return module.render(flavor, 'lavender').encode('utf-8')
+
+
+def publish_live(state, pref):
+    # CONTRACT: IPC seulement après Sway et les écritures durables ; le QML
+    # reprend exactement la révision persistée, sans incrément local supplémentaire.
+    payload = json.dumps({'state': state, 'preferences': pref}, ensure_ascii=False,
+                         separators=(',', ':'))
+    result = command('qs', '-c', 'labfy-sway', 'ipc', 'call', 'appearance', 'publishState', payload)
+    if result.stdout.strip() != 'true':
+        raise RuntimeError('QuickShell a refusé le nouvel état Appearance')
+
+
+def restore_file(path, previous):
+    if previous is None:
+        path.unlink(missing_ok=True)
+    else:
+        atomic_write(path, previous)
+
+
+def state_response(state, pref, analysis=None):
+    result = dict(state)
+    result.update(themeMode=pref['themeMode'], manualFlavor=pref['manualFlavor'],
+                  wallpaperDirectory=pref['wallpaperDirectory'])
+    if analysis is not None:
+        result['analysis'] = analysis
+    return result
+
+
+def transaction(wallpaper=None, mode=None, manual_flavor=None):
+    """Applique un état compensable sous un verrou commun thème/wallpaper."""
     STATE.parent.mkdir(parents=True, exist_ok=True)
     with open(STATE.parent / 'wallpaper.lock', 'a+b') as lock:
         fcntl.flock(lock, fcntl.LOCK_EX | fcntl.LOCK_NB)
-        meta = validate_image(path)
-        target = meta['path']
-        old_config = GENERATED.read_bytes() if GENERATED.exists() else None
+        old_wallpaper = GENERATED.read_bytes() if GENERATED.exists() else None
+        old_theme = GENERATED_THEME.read_bytes() if GENERATED_THEME.exists() else None
         old_state = STATE.read_bytes() if STATE.exists() else None
+        old_preferences = PREFERENCES.read_bytes() if PREFERENCES.exists() else None
         old = read_json(STATE)
+        previous_pref = preferences(old)
+        pref = dict(previous_pref)
+        if mode is not None:
+            if mode not in ('manual', 'wallpaper'):
+                raise ValueError('Mode de thème invalide')
+            pref['themeMode'] = mode
+        if manual_flavor is not None:
+            if manual_flavor not in FLAVORS:
+                raise ValueError('Flavor manuel invalide')
+            if pref['themeMode'] != 'manual':
+                raise ValueError('Revenir en mode Manuel avant de choisir un flavor')
+            pref['manualFlavor'] = manual_flavor
+        meta = validate_image(wallpaper) if wallpaper is not None else None
+        target = meta['path'] if meta else old.get('effectiveWallpaper') or active_wallpaper()
+        if not Path(target).is_file():
+            raise ValueError('Wallpaper courant introuvable')
+        analysis = None
+        if pref['themeMode'] == 'wallpaper':
+            try:
+                analysis = analyze_wallpaper(meta or validate_image(target))
+            except Exception as exc:
+                # L'analyse précède toute écriture ; un échec ne laisse aucun
+                # état hybride et ne retire jamais un wallpaper déjà appliqué.
+                raise ValueError('Analyse Auto Theme : ' + str(exc)) from exc
+            flavor = analysis['flavor']
+        else:
+            flavor = pref['manualFlavor'] if mode is not None or manual_flavor is not None \
+                else old.get('effectiveFlavor', pref['manualFlavor'])
+        if flavor not in FLAVORS:
+            raise ValueError('Flavor effectif invalide')
+        previous_wallpaper = old.get('effectiveWallpaper') or active_wallpaper()
+        wallpaper_changed = meta is not None and (target != previous_wallpaper
+                             or old.get('wallpaperMtime') != meta['mtime'])
+        flavor_changed = flavor != old.get('effectiveFlavor', 'mocha')
+        mode_changed = pref['themeMode'] != previous_pref['themeMode']
+        state = dict(old)
+        state.update(version=STATE_VERSION, effectiveFlavor=flavor,
+                     effectiveMode='normal', effectiveDark=flavor != 'latte',
+                     effectiveHighContrast=False, effectiveAccent='lavender',
+                     effectiveWallpaper=target, wallpaperMode='fill',
+                     themeMode=pref['themeMode'], manualFlavor=pref['manualFlavor'],
+                     revision=max(0, int(old.get('revision', 0)))
+                     + int(wallpaper_changed or flavor_changed or mode_changed))
+        if meta is not None:
+            state['wallpaperMtime'] = meta['mtime']
+        if analysis is not None:
+            state['wallpaperAnalysis'] = analysis
+        elif pref['themeMode'] == 'manual':
+            state.pop('wallpaperAnalysis', None)
+        if not (wallpaper_changed or flavor_changed or mode_changed
+                or pref != previous_pref or old.get('version') != STATE_VERSION):
+            return state_response(state, pref, analysis)
+        alias = None
+        wrote_config = False
         try:
-            alias = safe_alias(meta)
-            if old.get('effectiveWallpaper', active_wallpaper()) == target and swaybg_matches(alias):
-                return current()
-            atomic_write(GENERATED, render_wallpaper(alias))
-            command('sway', '--validate', '-c', str(SWAY / 'config'))
-            command('swaymsg', 'reload')
-            deadline = time.monotonic() + 4
-            while time.monotonic() < deadline and not swaybg_matches(alias):
-                time.sleep(0.1)
-            if not swaybg_matches(alias):
-                raise RuntimeError('Sway n’a pas appliqué le fond demandé')
-            # WHY: préserver tous les champs 17B et inconnus pour la migration
-            # et les futurs consommateurs ; seul le wallpaper et sa révision changent.
-            new_state = dict(old)
-            new_state.setdefault('effectiveFlavor', 'mocha')
-            new_state.setdefault('effectiveAccent', 'lavender')
-            new_state.setdefault('effectiveMode', 'normal')
-            new_state.setdefault('effectiveDark', new_state['effectiveFlavor'] != 'latte')
-            new_state.setdefault('effectiveHighContrast', False)
-            new_state.update(version=2, effectiveWallpaper=target, wallpaperMode='fill',
-                             revision=max(0, int(old.get('revision', 0))) + 1)
-            write_json(STATE, new_state)
+            if wallpaper_changed:
+                alias = safe_alias(meta)
+                atomic_write(GENERATED, render_wallpaper(alias))
+                wrote_config = True
+            if flavor_changed:
+                atomic_write(GENERATED_THEME, rendered_theme(flavor))
+                wrote_config = True
+            if wrote_config:
+                command('sway', '--validate', '-c', str(SWAY / 'config'))
+                command('swaymsg', 'reload')
+            if wallpaper_changed:
+                deadline = time.monotonic() + 4
+                while time.monotonic() < deadline and not swaybg_matches(alias):
+                    time.sleep(0.1)
+                if not swaybg_matches(alias):
+                    raise RuntimeError('Sway n’a pas appliqué le fond demandé')
+            write_json(STATE, state)
+            write_json(PREFERENCES, pref)
+            publish_live(state, pref)
             # Seul l'alias actif est requis au prochain login ; les anciens
             # liens créés par ce backend ne doivent pas s'accumuler.
-            for previous_alias in ALIASES.glob('image-*'):
-                if str(previous_alias) != alias and previous_alias.is_symlink():
-                    try:
-                        previous_alias.unlink()
-                    except OSError:
-                        pass
-            return current()
+            if alias:
+                for previous_alias in ALIASES.glob('image-*'):
+                    if str(previous_alias) != alias and previous_alias.is_symlink():
+                        try:
+                            previous_alias.unlink()
+                        except OSError:
+                            pass
+            return state_response(state, pref, analysis)
         except Exception:
-            if old_config is None:
-                GENERATED.unlink(missing_ok=True)
-            else:
-                atomic_write(GENERATED, old_config)
-            if old_state is None:
-                STATE.unlink(missing_ok=True)
-            else:
-                atomic_write(STATE, old_state)
-            command('swaymsg', 'reload')
+            restore_file(GENERATED, old_wallpaper)
+            restore_file(GENERATED_THEME, old_theme)
+            restore_file(STATE, old_state)
+            restore_file(PREFERENCES, old_preferences)
+            if wrote_config:
+                command('swaymsg', 'reload')
             raise
 
 
+def apply(path):
+    return transaction(wallpaper=path)
+
+
+def set_theme_mode(mode):
+    return transaction(mode=mode)
+
+
+def set_manual_flavor(flavor):
+    return transaction(manual_flavor=flavor)
+
+
 def set_directory(path):
     if path.startswith('file:'):
         uri = urlsplit(path)
@@ -305,10 +422,15 @@ def set_directory(path):
     directory = Path(path).expanduser().resolve(strict=True)
     if not directory.is_dir():
         raise ValueError('Dossier introuvable')
-    pref = read_json(PREFERENCES)
-    pref.update(version=1, wallpaperDirectory=str(directory), wallpaperMode='fill')
-    write_json(PREFERENCES, pref)
-    return {'version': 1, 'wallpaperDirectory': str(directory), 'wallpaperMode': 'fill'}
+    STATE.parent.mkdir(parents=True, exist_ok=True)
+    # INVARIANT: le picker ne doit pas perdre un changement de dossier si une
+    # application thème/wallpaper publie simultanément les préférences.
+    with open(STATE.parent / 'wallpaper.lock', 'a+b') as lock:
+        fcntl.flock(lock, fcntl.LOCK_EX | fcntl.LOCK_NB)
+        pref = preferences()
+        pref.update(wallpaperDirectory=str(directory))
+        write_json(PREFERENCES, pref)
+    return {'version': PREF_VERSION, 'wallpaperDirectory': str(directory), 'wallpaperMode': 'fill'}
 
 
 def reconcile():
@@ -322,20 +444,100 @@ def reconcile():
     return result
 
 
+def reconcile_state():
+    """Au restart, effective.json tranche toute publication interrompue."""
+    STATE.parent.mkdir(parents=True, exist_ok=True)
+    with open(STATE.parent / 'wallpaper.lock', 'a+b') as lock:
+        fcntl.flock(lock, fcntl.LOCK_EX | fcntl.LOCK_NB)
+        state = read_json(STATE)
+        pref = preferences(state)
+        if state.get('version') == STATE_VERSION:
+            # Une préférence écrite avant un crash n'est pas une application.
+            applied_mode = state.get('themeMode')
+            applied_manual = state.get('manualFlavor')
+            pref['themeMode'] = applied_mode if applied_mode in ('manual', 'wallpaper') else pref['themeMode']
+            pref['manualFlavor'] = applied_manual if applied_manual in FLAVORS else pref['manualFlavor']
+            state.update(themeMode=pref['themeMode'], manualFlavor=pref['manualFlavor'])
+        else:
+            state.update(version=STATE_VERSION, themeMode=pref['themeMode'],
+                         manualFlavor=pref['manualFlavor'])
+        flavor = state.get('effectiveFlavor', 'mocha')
+        if flavor not in FLAVORS:
+            raise ValueError('État effectif invalide')
+        state.update(effectiveFlavor=flavor, effectiveAccent='lavender',
+                     effectiveDark=flavor != 'latte', effectiveHighContrast=False,
+                     effectiveMode='normal', wallpaperMode='fill',
+                     effectiveWallpaper=state.get('effectiveWallpaper') or active_wallpaper(),
+                     revision=max(0, int(state.get('revision', 0))))
+        if not Path(state['effectiveWallpaper']).is_file():
+            # Le fond déjà rendu peut survivre à la suppression ; l'UI reçoit
+            # le signal de manque et un futur apply/reconcile utilise le repli.
+            return state_response(state, pref)
+        expected_theme = rendered_theme(flavor)
+        meta = validate_image(state['effectiveWallpaper'])
+        if pref['themeMode'] == 'wallpaper':
+            previous_analysis = state.get('wallpaperAnalysis')
+            stale = (not isinstance(previous_analysis, dict)
+                     or previous_analysis.get('algorithmVersion') != ALGORITHM_VERSION
+                     or previous_analysis.get('path') != state['effectiveWallpaper']
+                     or state.get('wallpaperMtime') != meta['mtime'])
+            if stale:
+                # CONTRACT: rétablir les mesures manquantes sans inventer une
+                # nouvelle application. Le flavor publié reste celui du dernier
+                # état validé ; un fichier modifié doit être appliqué explicitement.
+                refreshed = analyze_wallpaper(meta)
+                if (refreshed['flavor'] == flavor
+                        and state.get('wallpaperMtime') == meta['mtime']):
+                    state['wallpaperAnalysis'] = refreshed
+        alias = safe_alias(meta)
+        expected_wallpaper = render_wallpaper(alias)
+        previous_theme = GENERATED_THEME.read_bytes() if GENERATED_THEME.exists() else None
+        previous_wallpaper = GENERATED.read_bytes() if GENERATED.exists() else None
+        repair_theme = previous_theme != expected_theme
+        repair_wallpaper = previous_wallpaper != expected_wallpaper
+        try:
+            if repair_theme:
+                atomic_write(GENERATED_THEME, expected_theme)
+            if repair_wallpaper:
+                atomic_write(GENERATED, expected_wallpaper)
+            if repair_theme or repair_wallpaper:
+                command('sway', '--validate', '-c', str(SWAY / 'config'))
+                command('swaymsg', 'reload')
+            if STATE.exists():
+                if read_json(STATE) != state:
+                    write_json(STATE, state)
+            else:
+                write_json(STATE, state)
+            if read_json(PREFERENCES) != pref:
+                write_json(PREFERENCES, pref)
+            return state_response(state, pref)
+        except Exception:
+            restore_file(GENERATED_THEME, previous_theme)
+            restore_file(GENERATED, previous_wallpaper)
+            if repair_theme or repair_wallpaper:
+                command('swaymsg', 'reload')
+            raise
+
+
 def main():
     parser = argparse.ArgumentParser(description=__doc__)
     sub = parser.add_subparsers(dest='action', required=True)
     sub.add_parser('current')
     sub.add_parser('reconcile')
+    sub.add_parser('status')
+    sub.add_parser('preferences')
     scan_parser = sub.add_parser('scan')
     scan_parser.add_argument('directory')
     scan_parser.add_argument('--page', type=int, default=0)
-    for action in ('validate', 'thumbnail', 'apply', 'set-directory'):
+    for action in ('validate', 'thumbnail', 'analyze', 'apply', 'set-directory',
+                   'set-theme-mode', 'set-manual-flavor'):
         sub.add_parser(action).add_argument('path')
     args = parser.parse_args()
     try:
         if args.action == 'current': result = current()
         elif args.action == 'reconcile': result = reconcile()
+        elif args.action == 'status': result = reconcile_state()
+        elif args.action == 'preferences': result = preferences()
         elif args.action == 'scan':
             if args.page < 0: raise ValueError('Page invalide')
             result = scan(args.directory, args.page)
@@ -343,7 +545,10 @@ def main():
         elif args.action == 'thumbnail':
             result = validate_image(args.path)
             result['thumbnail'] = thumbnail(result)
+        elif args.action == 'analyze': result = analyze_wallpaper(validate_image(args.path))
         elif args.action == 'apply': result = apply(args.path)
+        elif args.action == 'set-theme-mode': result = set_theme_mode(args.path)
+        elif args.action == 'set-manual-flavor': result = set_manual_flavor(args.path)
         else: result = set_directory(args.path)
         print(json.dumps(result, ensure_ascii=False, separators=(',', ':')))
         return 0
diff --git a/bin/.local/bin/wallpaper_analysis.py b/bin/.local/bin/wallpaper_analysis.py
new file mode 100644
index 000000000..d66a53ff1
--- /dev/null
+++ b/bin/.local/bin/wallpaper_analysis.py
@@ -0,0 +1,111 @@
+"""Analyse déterministe de la luminance d'un fond d'écran local."""
+import hashlib
+import json
+import math
+import os
+from pathlib import Path
+import tempfile
+
+from PIL import Image, ImageOps
+
+
+ALGORITHM_VERSION = 1
+SAMPLE_SIDE = 128
+# Calibrés entre les groupes de gris 80/128, gradient/Sway bleu et 192/224.
+THRESHOLDS = (0.15, 0.30, 0.64)
+FLAVORS = ('mocha', 'macchiato', 'frappe', 'latte')
+CACHE = Path(os.environ.get('XDG_CACHE_HOME', Path.home() / '.cache')) / 'labfy-appearance/analyses'
+
+
+def linear_channel(value):
+    """sRGB normalisé vers lumière linéaire, conformément à IEC 61966-2-1."""
+    return value / 12.92 if value <= 0.04045 else ((value + 0.055) / 1.055) ** 2.4
+
+
+def quantile(sorted_values, fraction):
+    position = (len(sorted_values) - 1) * fraction
+    low, high = math.floor(position), math.ceil(position)
+    if low == high:
+        return sorted_values[low]
+    return sorted_values[low] * (high - position) + sorted_values[high] * (position - low)
+
+
+def classify(score):
+    if not math.isfinite(score) or not 0 <= score <= 1:
+        raise ValueError('Score de luminance invalide')
+    return FLAVORS[sum(score >= threshold for threshold in THRESHOLDS)]
+
+
+def cache_key(meta):
+    # CONTRACT: changer l'algorithme ou le fichier invalide l'analyse cachée.
+    payload = json.dumps([ALGORITHM_VERSION, meta['canonicalPath'], meta['size'], meta['mtime']],
+                         ensure_ascii=False, separators=(',', ':'))
+    return hashlib.sha256(payload.encode('utf-8')).hexdigest()
+
+
+def sample_luminance(meta):
+    with Image.open(meta['canonicalPath']) as source:
+        sample = ImageOps.exif_transpose(source)
+        # WHY: les métriques travaillent sur <= 16 384 pixels, même pour une
+        # image 4K ; le noir explicite représente les zones transparentes.
+        sample.thumbnail((SAMPLE_SIDE, SAMPLE_SIDE), Image.Resampling.LANCZOS)
+        if 'A' in sample.getbands() or 'transparency' in sample.info:
+            rgba = sample.convert('RGBA')
+            rgb = Image.new('RGB', rgba.size, (0, 0, 0))
+            rgb.paste(rgba, mask=rgba.getchannel('A'))
+        else:
+            rgb = sample.convert('RGB')
+        values = []
+        for red, green, blue in rgb.get_flattened_data():
+            values.append(0.2126 * linear_channel(red / 255)
+                          + 0.7152 * linear_channel(green / 255)
+                          + 0.0722 * linear_channel(blue / 255))
+    return sorted(values)
+
+
+def compute(meta):
+    values = sample_luminance(meta)
+    if not values:
+        raise ValueError('Image vide')
+    mean = sum(values) / len(values)
+    median = quantile(values, 0.50)
+    p10, p25 = quantile(values, 0.10), quantile(values, 0.25)
+    p75, p90 = quantile(values, 0.75), quantile(values, 0.90)
+    # La médiane évite qu'une petite zone opposée domine ; les quartiles
+    # séparent les compositions mixtes des fonds uniformes de même moyenne.
+    score = 0.50 * median + 0.30 * mean + 0.10 * p25 + 0.10 * p75
+    return {'path': meta['path'], 'mean': mean, 'median': median,
+            'p10': p10, 'p25': p25, 'p75': p75, 'p90': p90,
+            'score': score, 'flavor': classify(score),
+            'algorithmVersion': ALGORITHM_VERSION}
+
+
+def analyze(meta):
+    CACHE.mkdir(parents=True, exist_ok=True)
+    target = CACHE / (cache_key(meta) + '.json')
+    try:
+        cached = json.loads(target.read_text(encoding='utf-8'))
+        if cached.get('algorithmVersion') == ALGORITHM_VERSION \
+                and cached.get('path') == meta['path'] \
+                and cached.get('flavor') == classify(cached.get('score')):
+            return cached
+    except (OSError, ValueError, TypeError, AttributeError):
+        pass
+    result = compute(meta)
+    fd, temporary = tempfile.mkstemp(prefix='.analysis-', suffix='.json', dir=CACHE)
+    try:
+        with os.fdopen(fd, 'w', encoding='utf-8') as stream:
+            json.dump(result, stream, ensure_ascii=False, separators=(',', ':'))
+            stream.write('\n')
+            stream.flush()
+            os.fsync(stream.fileno())
+        os.replace(temporary, target)
+    finally:
+        Path(temporary).unlink(missing_ok=True)
+    # Nettoyage local et non périodique : aucune base de données ni daemon.
+    entries = list(CACHE.glob('*.json'))
+    if len(entries) > 256:
+        for old in sorted(entries, key=lambda item: item.stat().st_mtime_ns)[:len(entries) - 224]:
+            if old != target:
+                old.unlink(missing_ok=True)
+    return result
diff --git a/quickshell/.config/quickshell/labfy-sway/controlcenter/AppearancePage.qml b/quickshell/.config/quickshell/labfy-sway/controlcenter/AppearancePage.qml
index 656cf169f..774445c44 100644
--- a/quickshell/.config/quickshell/labfy-sway/controlcenter/AppearancePage.qml
+++ b/quickshell/.config/quickshell/labfy-sway/controlcenter/AppearancePage.qml
@@ -6,6 +6,8 @@ Item {
     id: page
     signal backRequested()
     signal wallpaperRequested()
+    signal themeRequested()
+    readonly property var flavorNames: ({ latte: "Latte", frappe: "Frappé", macchiato: "Macchiato", mocha: "Mocha" })
 
     Column {
         anchors.fill: parent
@@ -23,17 +25,24 @@ Item {
                 anchors.left: parent.left; anchors.leftMargin: 47; anchors.verticalCenter: parent.verticalCenter
                 spacing: 4
                 Text { text: "Fond d'écran"; color: Theme.foreground; font.pixelSize: 14; font.bold: true }
-                Text { text: "Galerie locale et choix explicite"; color: Theme.secondaryForeground; font.pixelSize: 11 }
+                Text { text: AppearanceController.effectiveWallpaper.split("/").pop(); color: Theme.secondaryForeground; font.pixelSize: 11; width: 290; elide: Text.ElideMiddle }
             }
             MouseArea { id: pointer; anchors.fill: parent; hoverEnabled: true; onClicked: page.wallpaperRequested() }
         }
         Rectangle {
-            width: parent.width; height: 58; radius: 4; color: Theme.buttonBackground
-            Text {
-                anchors.left: parent.left; anchors.leftMargin: 12; anchors.verticalCenter: parent.verticalCenter
-                text: "Thème  •  " + AppearanceController.effectiveFlavor + " / " + AppearanceController.effectiveAccent
-                color: Theme.foreground; font.pixelSize: 12
+            width: parent.width; height: 72; radius: 4
+            color: themePointer.containsMouse ? Theme.buttonHover : Theme.buttonBackground
+            NerdIcon { anchors.left: parent.left; anchors.leftMargin: 12; anchors.verticalCenter: parent.verticalCenter; text: "󰏘"; color: Theme.accent; font.pixelSize: 22 }
+            Column {
+                anchors.left: parent.left; anchors.leftMargin: 47; anchors.verticalCenter: parent.verticalCenter; spacing: 4
+                Text { text: "Thème"; color: Theme.foreground; font.pixelSize: 14; font.bold: true }
+                Text {
+                    text: (page.flavorNames[AppearanceController.effectiveFlavor] || "Mocha")
+                          + " · " + (AppearanceController.themeMode === "wallpaper" ? "Selon le fond" : "Manuel")
+                    color: Theme.secondaryForeground; font.pixelSize: 11
+                }
             }
+            MouseArea { id: themePointer; anchors.fill: parent; hoverEnabled: true; onClicked: page.themeRequested() }
         }
     }
 }
diff --git a/quickshell/.config/quickshell/labfy-sway/controlcenter/ControlCenter.qml b/quickshell/.config/quickshell/labfy-sway/controlcenter/ControlCenter.qml
index d3136bdb8..d1a3bea9b 100644
--- a/quickshell/.config/quickshell/labfy-sway/controlcenter/ControlCenter.qml
+++ b/quickshell/.config/quickshell/labfy-sway/controlcenter/ControlCenter.qml
@@ -14,7 +14,7 @@ PopupWindow {
     // CONTRACT: indices externes historiques conservés ; tout nouveau routage
     // passe par ces noms afin de ne pas multiplier les indices StackLayout.
     readonly property var pages: ({ main: 0, wifi: 1, bluetooth: 2, session: 3,
-        confirmation: 4, battery: 5, appearance: 6, wallpaper: 7 })
+        confirmation: 4, battery: 5, appearance: 6, wallpaper: 7, theme: 8 })
     property int currentPage: pages.main
     function openPage(name) { if (pages[name] !== undefined) currentPage = pages[name]; }
     signal thresholdApplied()
@@ -78,7 +78,7 @@ PopupWindow {
         : currentPage === 3 ? sessionPage.implicitHeight + 32
         : currentPage === 4 ? confirmationPage.implicitHeight + 32
         : currentPage === 5 ? batteryPage.implicitHeight + 32
-        : currentPage === 7 ? 550 : 440
+        : currentPage === pages.wallpaper ? 550 : 440
     visible: false
     // CONTRACT: PopupWindow n'applique un changement de grabFocus qu'après
     // fermeture/réouverture ; le prendre dès MAIN garde le clavier disponible
@@ -207,12 +207,17 @@ PopupWindow {
             AppearancePage {
                 onBackRequested: popup.openPage("main")
                 onWallpaperRequested: popup.openPage("wallpaper")
+                onThemeRequested: popup.openPage("theme")
             }
 
             WallpaperPage {
                 activePage: popup.visible && popup.currentPage === popup.pages.wallpaper
                 onBackRequested: popup.openPage("appearance")
             }
+
+            ThemePage {
+                onBackRequested: popup.openPage("appearance")
+            }
         }
     }
 }
diff --git a/quickshell/.config/quickshell/labfy-sway/controlcenter/ThemePage.qml b/quickshell/.config/quickshell/labfy-sway/controlcenter/ThemePage.qml
new file mode 100644
index 000000000..518fd7041
--- /dev/null
+++ b/quickshell/.config/quickshell/labfy-sway/controlcenter/ThemePage.qml
@@ -0,0 +1,91 @@
+import QtQuick
+import "../theme"
+
+Item {
+    id: page
+    signal backRequested()
+    readonly property var options: [
+        { key: "latte", name: "Latte", description: "Clair" },
+        { key: "frappe", name: "Frappé", description: "Sombre doux" },
+        { key: "macchiato", name: "Macchiato", description: "Sombre" },
+        { key: "mocha", name: "Mocha", description: "Sombre profond" }
+    ]
+    readonly property var names: ({ latte: "Latte", frappe: "Frappé", macchiato: "Macchiato", mocha: "Mocha" })
+    readonly property bool busy: AppearanceController.appearanceBusy
+
+    Column {
+        anchors.fill: parent
+        spacing: 10
+        Row {
+            spacing: 8; height: 30
+            ActionButton { label: ""; onClicked: page.backRequested() }
+            Text { text: "Thème"; color: Theme.foreground; font.pixelSize: 16; font.bold: true; height: 30; verticalAlignment: Text.AlignVCenter }
+        }
+        Text { text: "MODE"; color: Theme.accentForeground; font.pixelSize: 11; font.bold: true }
+        Row {
+            spacing: 8
+            Repeater {
+                model: [
+                    { key: "manual", name: "Manuel" },
+                    { key: "wallpaper", name: "Selon le fond" }
+                ]
+                delegate: Rectangle {
+                    required property var modelData
+                    readonly property bool active: AppearanceController.themeMode === modelData.key
+                    width: (page.width - 8) / 2; height: 44; radius: 4
+                    color: active ? Theme.selectedBackground : Theme.buttonBackground
+                    border.width: active ? 2 : 1
+                    border.color: active ? Theme.accent : Theme.border
+                    opacity: page.busy ? 0.6 : 1
+                    Text { anchors.centerIn: parent; text: modelData.name; color: parent.active ? Theme.selectedForeground : Theme.foreground; font.pixelSize: 12; font.bold: parent.active }
+                    MouseArea { anchors.fill: parent; enabled: !page.busy && !parent.active; onClicked: AppearanceController.setThemeMode(modelData.key) }
+                }
+            }
+        }
+        Text {
+            width: parent.width
+            text: "Thème effectif : " + (page.names[AppearanceController.effectiveFlavor] || "Mocha")
+            color: Theme.foreground; font.pixelSize: 12
+        }
+        Text {
+            visible: AppearanceController.themeMode === "wallpaper"
+            width: parent.width; wrapMode: Text.Wrap
+            text: "Le thème suit le fond appliqué. Choix manuel conservé : "
+                  + (page.names[AppearanceController.manualFlavor] || "Mocha") + "."
+            color: Theme.secondaryForeground; font.pixelSize: 11
+        }
+        Text {
+            visible: AppearanceController.themeMode === "manual"
+            text: "FLAVOR MANUEL"; color: Theme.accentForeground; font.pixelSize: 11; font.bold: true
+        }
+        Grid {
+            visible: AppearanceController.themeMode === "manual"
+            columns: 2; spacing: 8
+            Repeater {
+                model: page.options
+                delegate: Rectangle {
+                    required property var modelData
+                    readonly property bool active: AppearanceController.manualFlavor === modelData.key
+                    width: (page.width - 8) / 2; height: 58; radius: 4
+                    color: active ? Theme.buttonHover : Theme.buttonBackground
+                    border.width: active ? 2 : 1
+                    border.color: active ? Theme.accent : Theme.border
+                    opacity: page.busy ? 0.6 : 1
+                    Column {
+                        anchors.centerIn: parent; spacing: 3
+                        Text { text: modelData.name + (parent.parent.active ? "  ✓" : ""); color: Theme.foreground; font.pixelSize: 13; font.bold: true }
+                        Text { text: modelData.description; color: Theme.secondaryForeground; font.pixelSize: 10 }
+                    }
+                    MouseArea { anchors.fill: parent; enabled: !page.busy && !parent.active; onClicked: AppearanceController.setManualFlavor(modelData.key) }
+                }
+            }
+        }
+        Text {
+            visible: page.busy || !!AppearanceController.appearanceError
+            width: parent.width; wrapMode: Text.Wrap
+            text: page.busy ? "Application…" : AppearanceController.appearanceError
+            color: AppearanceController.appearanceError ? Theme.warningForeground : Theme.secondaryForeground
+            font.pixelSize: 11
+        }
+    }
+}
diff --git a/quickshell/.config/quickshell/labfy-sway/controlcenter/WALLPAPER.md b/quickshell/.config/quickshell/labfy-sway/controlcenter/WALLPAPER.md
index 84b3b77af..ea73d94ba 100644
--- a/quickshell/.config/quickshell/labfy-sway/controlcenter/WALLPAPER.md
+++ b/quickshell/.config/quickshell/labfy-sway/controlcenter/WALLPAPER.md
@@ -50,3 +50,9 @@ interrompre le rendu déjà présent. `reconcile` restaure le repli versionné a
 prochain appel explicite ; un nouvel `apply` valide peut aussi la remplacer.
 Le thème, Night Light et Sun Mode ne sont jamais calculés depuis l'image en
 17C. L'état final validé de ce lot reste Mocha/Lavender et le fond Sway bleu.
+
+Depuis 17D, l'application en mode `themeMode=wallpaper` calcule le flavor
+avant les écritures et publie thème et fond dans une transaction compensable.
+Le schéma effectif est 3 ; l'accent reste Lavender. Voir
+[`AUTO_THEME.md`](../theme/AUTO_THEME.md) pour l'algorithme et le comportement
+de reprise. Le mode Manuel conserve l'isolation du fond et du thème de 17C.
diff --git a/quickshell/.config/quickshell/labfy-sway/controlcenter/WallpaperPage.qml b/quickshell/.config/quickshell/labfy-sway/controlcenter/WallpaperPage.qml
index 85e54d038..2c6397716 100644
--- a/quickshell/.config/quickshell/labfy-sway/controlcenter/WallpaperPage.qml
+++ b/quickshell/.config/quickshell/labfy-sway/controlcenter/WallpaperPage.qml
@@ -18,6 +18,7 @@ Item {
     property bool scanning: false
     property int nextPage: 0
     readonly property string backend: AppearanceController.wallpaperBackend
+    readonly property var flavorNames: ({ latte: "Latte", frappe: "Frappé", macchiato: "Macchiato", mocha: "Mocha" })
     readonly property var previewMeta: selected || currentMeta
     onSelectedChanged: {
         selectionValid = false;
@@ -155,6 +156,11 @@ Item {
             Text { text: "Fond d'écran"; height: 30; verticalAlignment: Text.AlignVCenter; color: Theme.foreground; font.pixelSize: 16; font.bold: true }
         }
         Text { text: page.selected ? "APERÇU DE LA SÉLECTION" : "APERÇU ACTUEL"; color: Theme.accentForeground; font.bold: true; font.pixelSize: 11 }
+        Text {
+            visible: AppearanceController.themeMode === "wallpaper"
+            text: "Thème selon le fond : " + page.flavorNames[AppearanceController.effectiveFlavor]
+            color: Theme.secondaryForeground; font.pixelSize: 10
+        }
         Rectangle {
             width: parent.width; height: 110; radius: 4; color: Theme.buttonBackground
             Image {
@@ -218,15 +224,15 @@ Item {
             ActionButton { label: "Suivant"; enabled: page.items.length > 0; onClicked: page.move(1) }
             ActionButton {
                 label: AppearanceController.wallpaperApplying ? "Application…" : "Appliquer"
-                enabled: !!page.selected && page.selectionValid && !AppearanceController.wallpaperApplying
+                enabled: !!page.selected && page.selectionValid && !AppearanceController.appearanceBusy
                     && page.selected.path !== AppearanceController.effectiveWallpaper
                 onClicked: { page.feedback = ""; AppearanceController.applyWallpaper(page.selected.path); }
             }
         }
         Text {
-            width: parent.width; visible: !!page.feedback || !!AppearanceController.wallpaperError
-            text: AppearanceController.wallpaperError || page.feedback
-            color: AppearanceController.wallpaperError ? Theme.warningForeground : Theme.successForeground
+            width: parent.width; visible: !!page.feedback || !!AppearanceController.wallpaperError || !!AppearanceController.appearanceError
+            text: AppearanceController.wallpaperError || AppearanceController.appearanceError || page.feedback
+            color: AppearanceController.wallpaperError || AppearanceController.appearanceError ? Theme.warningForeground : Theme.successForeground
             wrapMode: Text.Wrap; font.pixelSize: 11
         }
     }
diff --git a/quickshell/.config/quickshell/labfy-sway/shell.qml b/quickshell/.config/quickshell/labfy-sway/shell.qml
index d99a70e88..6b8357b0b 100644
--- a/quickshell/.config/quickshell/labfy-sway/shell.qml
+++ b/quickshell/.config/quickshell/labfy-sway/shell.qml
@@ -18,6 +18,9 @@ ShellRoot {
         function effectiveState(): string {
             return AppearanceController.effectiveState();
         }
+        function publishState(payload: string): bool {
+            return AppearanceController.acceptPublished(payload);
+        }
     }
     // Une barre par écran, y compris si les sorties changent pendant la session.
     // CONTRACT: un seul serveur D-Bus pour toutes les sorties.
diff --git a/quickshell/.config/quickshell/labfy-sway/theme/AUTO_THEME.md b/quickshell/.config/quickshell/labfy-sway/theme/AUTO_THEME.md
new file mode 100644
index 000000000..f64625ee5
--- /dev/null
+++ b/quickshell/.config/quickshell/labfy-sway/theme/AUTO_THEME.md
@@ -0,0 +1,92 @@
+# Thème selon le fond d'écran — 17D
+
+`themeMode` dans `$XDG_CONFIG_HOME/labfy-appearance/preferences.json` vaut
+`manual` ou `wallpaper`. `manualFlavor` conserve le dernier choix manuel pendant
+Auto ; revenir à Manuel le restaure immédiatement. L'accent reste `lavender`.
+`effectiveMode` décrit le rendu (`normal` en 17D), tandis que `themeMode` est la
+stratégie utilisateur. `effectiveDark` vaut `false` uniquement pour Latte et
+`effectiveHighContrast` reste `false`. Sun Mode aura priorité sur cette
+stratégie dans un lot ultérieur, sans modifier les préférences manuelles.
+
+Le backend `wallpaper-manager.py` expose `analyze FILE`, `set-theme-mode
+manual|wallpaper`, `set-manual-flavor latte|frappe|macchiato|mocha` et `status`.
+Chaque succès écrit un seul objet JSON sur stdout ; les erreurs vont sur
+stderr avec un code non nul. `analyze` ne modifie aucun état effectif. La page
+Thème appelle `AppearanceController`, qui sérialise les opérations. Le CLI
+`generate-appearance.py --apply` délègue au même backend en mode Manuel.
+
+## Algorithme 1
+
+Pillow applique l'orientation EXIF et réduit l'image à **128 × 128 au plus**
+avec LANCZOS. Les pixels transparents sont composités sur noir, ce qui rend
+le résultat déterministe. Chaque canal sRGB normalisé `c` devient une valeur
+linéaire `c/12.92` si `c <= 0.04045`, sinon
+`((c+0.055)/1.055)^2.4`. La luminance est
+`Y = 0.2126 R + 0.7152 G + 0.0722 B`.
+
+Le backend calcule `mean`, `median`, `p10`, `p25`, `p75` et `p90` de Y dans
+`[0,1]`. Le score est
+`0.50 × median + 0.30 × mean + 0.10 × p25 + 0.10 × p75`.
+La médiane limite l'effet d'une petite zone opposée ; les quartiles
+distinguent les compositions mixtes d'une couleur uniforme de même moyenne.
+Les seuils constants de l'algorithme 1 sont :
+
+| Score | Flavor |
+| --- | --- |
+| `[0, 0.15)` | Mocha |
+| `[0.15, 0.30)` | Macchiato |
+| `[0.30, 0.64)` | Frappé |
+| `[0.64, 1]` | Latte |
+
+Ils ont été placés entre les groupes observés : gris 80 (`0.080`) / gris
+128 (`0.216`), gradient (`0.257`) / fond Sway bleu (`0.367`), gris 192
+(`0.527`) / gris 224 (`0.745`). Les fixtures noir, blanc, cinq gris,
+gradient, moitié noir/blanc, 80 % sombre et 80 % clair sont générées dans un
+dossier temporaire par les tests ; elles ne sont pas des fonds utilisateur.
+La moitié noir/blanc donne un score voisin de `0.47` et Frappé ; les
+compositions 80/20 donnent Mocha ou Latte selon la majorité. Les seuils ne
+prétendent pas mesurer une préférence personnelle : ils rendent la règle
+reproductible et révisable par version d'algorithme.
+
+Mesures locales de calibration (arrondies, 4 octobre 2026) :
+
+| Image | mean | median | p10 | p90 | score | Flavor |
+| --- | ---: | ---: | ---: | ---: | ---: | --- |
+| Sway bleu 1920×1080 | .3718 | .3647 | .2291 | .5182 | .3672 | Frappé |
+| 662412 blur 3200×1999 | .0122 | .0140 | .0011 | .0230 | .0124 | Mocha |
+| 662412 original 3200×1999 | .0125 | .0139 | .0011 | .0240 | .0124 | Mocha |
+| arch_rainbow 6024×3401 | .0107 | .0078 | .0059 | .0118 | .0087 | Mocha |
+| sway 1440×900 | .0662 | .0569 | .0569 | .0725 | .0602 | Mocha |
+| swaylock 1440×900 | .0688 | .0569 | .0569 | .0817 | .0615 | Mocha |
+
+Le cache JSON se trouve dans `$XDG_CACHE_HOME/labfy-appearance/analyses/`.
+Sa clé SHA-256 comprend version d'algorithme, chemin canonique, taille et
+`mtime_ns`. L'écriture utilise temp/flush/fsync/replace. Un fichier changé
+ou une version d'algorithme nouvelle force un recalcul. Au delà de 256
+entrées, seul ce cache est réduit à 224, au moment d'une nouvelle analyse ;
+aucun daemon ou polling n'est ajouté. Sur les fonds locaux, les analyses
+non cachées observées ont duré environ 0,03 à 0,10 s pour 1080p/4K et
+0,2 à 0,3 s dans le premier essai sur une grande image 6024×3401.
+
+## Application et reprise
+
+En Auto, l'image est décodée et analysée avant toute écriture. Le backend
+prépare `generated/wallpaper.conf` et `generated/theme.conf` si nécessaires,
+valide Sway, recharge Sway, confirme `swaybg`, puis écrit `effective.json`
+schéma 3 et les préférences schéma 2 avant publication IPC QuickShell. Un
+verrou non bloquant commun empêche deux applications simultanées. Si une
+étape échoue, les anciens fichiers générés et JSON sont restaurés et Sway
+est rechargé. Un échec d'analyse est signalé distinctement avant écriture ;
+il ne retire pas un fond déjà appliqué. En Manuel, appliquer un fond ne
+réécrit pas le thème. La sélection dans la galerie n'analyse rien.
+
+Une transaction stricte entre fichiers, Sway et QuickShell n'existe pas.
+Au démarrage, `status` considère `effective.json` comme dernier état publié
+valide et répare les deux fichiers générés si une interruption les a laissés
+en avance. Les schémas effectifs 1 et 2 migrent en conservant les champs et la
+révision ; l'absence de préférences 17C initialise Manuel avec le flavor
+effectif existant. Si l'analyse Auto manque ou change de version, `status`
+la recalcule. Il ne remplace pas silencieusement un flavor appliqué par un
+autre si le fichier a changé sur disque ; l'utilisateur réapplique ce fond
+pour publier un nouvel état. La galerie et son dossier restent régis par
+[`WALLPAPER.md`](../controlcenter/WALLPAPER.md).
diff --git a/quickshell/.config/quickshell/labfy-sway/theme/AppearanceController.qml b/quickshell/.config/quickshell/labfy-sway/theme/AppearanceController.qml
index fe84dfef2..e089d37e9 100644
--- a/quickshell/.config/quickshell/labfy-sway/theme/AppearanceController.qml
+++ b/quickshell/.config/quickshell/labfy-sway/theme/AppearanceController.qml
@@ -24,7 +24,8 @@ Singleton {
     function initialState() {
         try {
             const value = JSON.parse(stateFile.text());
-            if ((value.version === 1 || value.version === 2) && flavors.includes(value.effectiveFlavor)
+            if ((value.version === 1 || value.version === 2 || value.version === 3)
+                    && flavors.includes(value.effectiveFlavor)
                     && accents.includes(value.effectiveAccent)
                     && value.effectiveMode === "normal") return value;
         } catch (_) {}
@@ -43,52 +44,123 @@ Singleton {
     property string effectiveWallpaper: initial.effectiveWallpaper || defaultWallpaper
     property string wallpaperMode: "fill"
     property string wallpaperDirectory: ""
+    property string themeMode: initial.themeMode === "wallpaper" ? "wallpaper" : "manual"
+    property string manualFlavor: flavors.includes(initial.manualFlavor) ? initial.manualFlavor : effectiveFlavor
+    property var wallpaperAnalysis: initial.wallpaperAnalysis || null
+    property bool appearanceBusy: false
+    property string appearanceError: ""
     property bool wallpaperApplying: false
     property string wallpaperError: ""
+    property string operationKind: ""
     signal wallpaperApplied()
+    signal appearanceApplied()
+
+    // CONTRACT: effective.json est le dernier état appliqué valide. Le
+    // backend réconcilie ses deux fichiers générés au démarrage, puis le QML
+    // adopte exactement la révision persistée sans décision locale de thème.
+    Process {
+        id: startupReader
+        command: ["python", appearance.wallpaperBackend, "status"]
+        running: true
+        stdout: StdioCollector { id: startupOutput; waitForEnd: true }
+        stderr: StdioCollector { id: startupError; waitForEnd: true }
+        onExited: (code, status) => {
+            if (code !== 0 || status !== 0) {
+                appearance.appearanceError = startupError.text.trim() || "Réconciliation Appearance impossible";
+                return;
+            }
+            try { appearance.acceptSnapshot(JSON.parse(startupOutput.text)); }
+            catch (_) { appearance.appearanceError = "État Appearance invalide"; }
+        }
+    }
+    function acceptSnapshot(value) {
+        if (!value || !flavors.includes(value.effectiveFlavor)
+                || value.effectiveAccent !== "lavender"
+                || !Number.isSafeInteger(value.revision) || value.revision < 0
+                || (value.themeMode !== "manual" && value.themeMode !== "wallpaper")
+                || !flavors.includes(value.manualFlavor)
+                || !value.effectiveWallpaper) return false;
+        // Un status démarré avant une application ne peut pas revenir en
+        // arrière après la publication IPC de la révision plus récente.
+        if (value.revision < revision) return false;
+        effectiveFlavor = value.effectiveFlavor;
+        effectiveAccent = value.effectiveAccent;
+        effectiveMode = "normal";
+        effectiveHighContrast = false;
+        effectiveWallpaper = value.effectiveWallpaper;
+        wallpaperMode = "fill";
+        themeMode = value.themeMode;
+        manualFlavor = value.manualFlavor;
+        wallpaperDirectory = value.wallpaperDirectory || wallpaperDirectory;
+        wallpaperAnalysis = value.wallpaperAnalysis || value.analysis || null;
+        revision = value.revision;
+        appearanceError = "";
+        wallpaperError = "";
+        return true;
+    }
+
+    function acceptPublished(payload) {
+        try {
+            const value = JSON.parse(payload);
+            return acceptSnapshot(Object.assign({}, value.state, value.preferences));
+        } catch (_) { return false; }
+    }
 
     Process {
         id: wallpaperWriter
         stdout: StdioCollector { id: wallpaperOutput; waitForEnd: true }
         stderr: StdioCollector { id: wallpaperErrors; waitForEnd: true }
         onExited: (code, status) => {
+            appearance.appearanceBusy = false;
             appearance.wallpaperApplying = false;
             if (code !== 0 || status !== 0) {
-                appearance.wallpaperError = wallpaperErrors.text.trim() || "Application impossible";
+                const message = wallpaperErrors.text.trim() || "Application impossible";
+                if (message.includes("Analyse Auto Theme")) appearance.appearanceError = message;
+                else appearance.wallpaperError = message;
                 return;
             }
             try {
                 const state = JSON.parse(wallpaperOutput.text);
-                if (!state.effectiveWallpaper || !Number.isSafeInteger(state.revision)) throw new Error("État invalide");
-                appearance.effectiveWallpaper = state.effectiveWallpaper;
-                appearance.wallpaperMode = state.wallpaperMode;
-                appearance.revision = state.revision;
-                appearance.wallpaperApplied();
-            } catch (_) { appearance.wallpaperError = "Réponse wallpaper invalide"; }
+                if (!appearance.acceptSnapshot(state)) throw new Error("État invalide");
+                if (appearance.operationKind === "wallpaper") appearance.wallpaperApplied();
+                appearance.appearanceApplied();
+            } catch (_) { appearance.appearanceError = "Réponse Appearance invalide"; }
         }
     }
 
-    function applyWallpaper(path) {
-        if (wallpaperApplying || !path || path === effectiveWallpaper) return false;
+    function runOperation(args, applyingWallpaper) {
+        if (appearanceBusy) return false;
         wallpaperError = "";
-        wallpaperApplying = true;
-        wallpaperWriter.command = ["python", wallpaperBackend, "apply", path];
+        appearanceError = "";
+        appearanceBusy = true;
+        wallpaperApplying = applyingWallpaper;
+        operationKind = applyingWallpaper ? "wallpaper" : "theme";
+        wallpaperWriter.command = ["python", wallpaperBackend].concat(args);
         wallpaperWriter.running = true;
         return true;
     }
 
-    // INVARIANT: une paire refusée ne change aucun champ ni la révision.
-    // La révision avance une seule fois après tout changement effectif.
+    function applyWallpaper(path) {
+        if (!path || path === effectiveWallpaper) return false;
+        return runOperation(["apply", path], true);
+    }
+    function setThemeMode(mode) {
+        if ((mode !== "manual" && mode !== "wallpaper") || mode === themeMode) return false;
+        return runOperation(["set-theme-mode", mode], false);
+    }
+    function setManualFlavor(flavor) {
+        if (!flavors.includes(flavor) || themeMode !== "manual"
+                || flavor === manualFlavor && flavor === effectiveFlavor) return false;
+        return runOperation(["set-manual-flavor", flavor], false);
+    }
+
+    // CONTRACT: l'ancien point d'entrée IPC délègue au backend persistant ;
+    // il ne doit jamais créer un état QuickShell isolé de Sway/effective.json.
     function applyTheme(flavor, accent) {
-        if (!flavors.includes(flavor) || !accents.includes(accent)) return false;
-        if (effectiveFlavor === flavor && effectiveAccent === accent
-                && effectiveMode === "normal" && !effectiveHighContrast) return true;
-        effectiveFlavor = flavor;
-        effectiveAccent = accent;
-        effectiveMode = "normal";
-        effectiveHighContrast = false;
-        revision++;
-        return true;
+        if (!flavors.includes(flavor) || accent !== "lavender"
+                || themeMode !== "manual") return false;
+        if (effectiveFlavor === flavor && manualFlavor === flavor) return true;
+        return setManualFlavor(flavor);
     }
 
     function effectiveState() {
@@ -97,6 +169,7 @@ Singleton {
             effectiveHighContrast: effectiveHighContrast,
             effectiveAccent: effectiveAccent, effectiveWallpaper: effectiveWallpaper,
             wallpaperMode: wallpaperMode, wallpaperDirectory: wallpaperDirectory,
+            themeMode: themeMode, manualFlavor: manualFlavor,
             revision: revision });
     }
 }
diff --git a/quickshell/.config/quickshell/labfy-sway/theme/README.md b/quickshell/.config/quickshell/labfy-sway/theme/README.md
index bdb35efa7..440c3741b 100644
--- a/quickshell/.config/quickshell/labfy-sway/theme/README.md
+++ b/quickshell/.config/quickshell/labfy-sway/theme/README.md
@@ -9,12 +9,13 @@ RGB/HSL/OKLCH de l'amont.
 
 ```text
 catppuccin.json (versionné)
-  → AppearanceController.qml (API live, sans persistance)
+  → AppearanceController.qml (API live, état publié par le backend)
   → Theme.qml (singleton effectif, rôles UI)
   → composants QuickShell
 
 catppuccin.json (versionné)
-  → generate-appearance.py (versionné)
+  → generate-appearance.py (rendu versionné)
+  → wallpaper-manager.py (transaction 17D)
   → generated/theme.conf (runtime, ignoré par Git)
   → Sway/SwayFX
 ```
@@ -44,23 +45,26 @@ Lavender. Les séries CPU/RAM du System Monitor restent intentionnellement
 Mauve. Ce choix rend les contrôles historiques Mauve légèrement plus bleus
 qu'avant. Les trois anciens Lavender restent l'accent principal.
 
-L'API de thème est `AppearanceController.applyTheme(flavor, accent)` ; l'IPC
+L'API de thème est `AppearanceController.setManualFlavor(flavor)` et
+`AppearanceController.setThemeMode(mode)` ; l'IPC
 `qs -c labfy-sway ipc call appearance effectiveState` expose l'état complet
-et `qs -c labfy-sway ipc call appearance setTheme mocha lavender` change
-QuickShell en direct. La commande unifiée depuis le dépôt est :
+et `qs -c labfy-sway ipc call appearance setTheme mocha lavender` déclenche
+la même application persistante en mode Manuel. La commande unifiée depuis
+le dépôt est :
 
 ```sh
 python bin/.local/bin/generate-appearance.py latte --accent lavender --apply
 ```
 
-Elle écrit atomiquement le fichier runtime Sway, valide la configuration,
-recharge Sway, persiste l'état effectif, puis met à jour QuickShell. En cas
-d'échec elle restaure la dernière génération valide, l'état persistant et
-l'état QuickShell précédent. Aucune décision automatique de profil n'existe
-encore. Le wallpaper 17C est séparé dans `generated/wallpaper.conf` ; voir
+`--apply` délègue au gestionnaire d'apparence 17D et exige Manuel/Lavender ;
+le rendu hors ligne reste disponible pour les autres accents. Ce backend
+prépare les fichiers, valide Sway, recharge, persiste l'état effectif, puis
+publie dans QuickShell. En cas d'échec il compense l'application. Le wallpaper
+reste séparé dans `generated/wallpaper.conf` ; voir
 [WALLPAPER.md](../controlcenter/WALLPAPER.md). `generate-appearance.py`
-préserve les champs wallpaper du schéma effectif 2 lors d'un changement de
-thème.
+préserve les champs wallpaper du schéma effectif 3 lors d'un changement de
+thème. L'algorithme Auto, ses seuils et la migration sont documentés dans
+[AUTO_THEME.md](AUTO_THEME.md).
 Le repli versionné `sway/theme-default.conf` fournit Mocha même avant toute
 génération. Ses quelques variables sont un artefact dérivé, pas une palette
 complète indépendante. `sway/style` inclut le repli, puis un glob de fichier
diff --git a/tests/test_wallpaper_analysis.py b/tests/test_wallpaper_analysis.py
new file mode 100644
index 000000000..54cb0e5fe
--- /dev/null
+++ b/tests/test_wallpaper_analysis.py
@@ -0,0 +1,92 @@
+"""Propriétés de l'analyse locale, sur des images synthétiques temporaires."""
+import sys
+from pathlib import Path
+import tempfile
+import unittest
+from unittest import mock
+
+from PIL import Image
+
+sys.path.insert(0, str(Path(__file__).resolve().parents[1] / 'bin/.local/bin'))
+import wallpaper_analysis as analysis
+import importlib.util
+
+source = Path(__file__).resolve().parents[1] / 'bin/.local/bin/wallpaper-manager.py'
+spec = importlib.util.spec_from_file_location('wallpaper_manager_analysis_tests', source)
+manager = importlib.util.module_from_spec(spec)
+spec.loader.exec_module(manager)
+
+
+class WallpaperAnalysisTest(unittest.TestCase):
+    def setUp(self):
+        self.temp = tempfile.TemporaryDirectory()
+        self.root = Path(self.temp.name)
+        self.cache_patch = mock.patch.object(analysis, 'CACHE', self.root / 'cache')
+        self.cache_patch.start()
+
+    def tearDown(self):
+        self.cache_patch.stop()
+        self.temp.cleanup()
+
+    def result(self, name, image):
+        path = self.root / name
+        image.save(path)
+        return analysis.analyze(manager.validate_image(path))
+
+    def test_linear_luminance_and_four_flavors(self):
+        self.assertAlmostEqual(analysis.linear_channel(0), 0)
+        self.assertAlmostEqual(analysis.linear_channel(1), 1)
+        self.assertAlmostEqual(analysis.linear_channel(128 / 255), 0.21586, places=4)
+        colors = [(0, 'mocha'), (40, 'mocha'), (80, 'mocha'),
+                  (128, 'macchiato'), (192, 'frappe'),
+                  (224, 'latte'), (255, 'latte')]
+        for value, flavor in colors:
+            with self.subTest(value=value):
+                result = self.result(f'gris {value} été.png', Image.new('RGB', (100, 80), (value, value, value)))
+                self.assertEqual(result['flavor'], flavor)
+                self.assertAlmostEqual(result['mean'], result['median'], places=6)
+                self.assertLessEqual(result['p10'], result['p90'])
+
+    def test_bimodal_weight_and_gradient(self):
+        split = Image.new('RGB', (100, 40), 'black')
+        split.paste('white', (50, 0, 100, 40))
+        result = self.result('moitié noir blanc.png', split)
+        self.assertEqual(result['flavor'], 'frappe')
+        self.assertGreater(result['p90'], 0.9)
+        self.assertLess(result['p10'], 0.1)
+        dark = Image.new('RGB', (100, 40), 'black')
+        dark.paste('white', (80, 0, 100, 40))
+        self.assertEqual(self.result('majorité sombre.png', dark)['flavor'], 'mocha')
+        bright = Image.new('RGB', (100, 40), 'white')
+        bright.paste('black', (0, 0, 20, 40))
+        self.assertEqual(self.result('majorité claire.png', bright)['flavor'], 'latte')
+        gradient = Image.new('RGB', (256, 8))
+        gradient.putdata([(x, x, x) for _ in range(8) for x in range(256)])
+        graded = self.result('gradient.png', gradient)
+        self.assertEqual(graded['flavor'], 'macchiato')
+        self.assertLess(graded['p10'], graded['median'])
+        self.assertLess(graded['median'], graded['p90'])
+
+    def test_cache_invalidated_by_content_and_version(self):
+        path = self.root / 'image.png'
+        Image.new('RGB', (20, 20), 'black').save(path)
+        first = manager.validate_image(path)
+        self.assertEqual(analysis.analyze(first)['flavor'], 'mocha')
+        key = analysis.cache_key(first)
+        Image.new('RGB', (25, 25), 'white').save(path)
+        second = manager.validate_image(path)
+        self.assertNotEqual(key, analysis.cache_key(second))
+        self.assertEqual(analysis.analyze(second)['flavor'], 'latte')
+        second_key = analysis.cache_key(second)
+        with mock.patch.object(analysis, 'ALGORITHM_VERSION', analysis.ALGORITHM_VERSION + 1):
+            self.assertNotEqual(analysis.cache_key(second), second_key)
+
+    def test_invalid_image_rejected(self):
+        path = self.root / 'faux.png'
+        path.write_text('pas une image')
+        with self.assertRaises(Exception):
+            manager.validate_image(path)
+
+
+if __name__ == '__main__':
+    unittest.main()
diff --git a/tests/test_wallpaper_manager.py b/tests/test_wallpaper_manager.py
index c839a4247..d357ad970 100644
--- a/tests/test_wallpaper_manager.py
+++ b/tests/test_wallpaper_manager.py
@@ -5,12 +5,14 @@ import json
 from pathlib import Path
 import tempfile
 import unittest
+import sys
 from unittest import mock
 
 from PIL import Image
 
 
 SOURCE = Path(__file__).resolve().parents[1] / 'bin/.local/bin/wallpaper-manager.py'
+sys.path.insert(0, str(SOURCE.parent))
 SPEC = importlib.util.spec_from_file_location('wallpaper_manager', SOURCE)
 manager = importlib.util.module_from_spec(SPEC)
 SPEC.loader.exec_module(manager)
@@ -26,6 +28,7 @@ class WallpaperManagerTest(unittest.TestCase):
             mock.patch.object(manager, 'PREFERENCES', self.root / 'config/preferences.json'),
             mock.patch.object(manager, 'STATE', self.root / 'state/effective.json'),
             mock.patch.object(manager, 'GENERATED', self.root / 'sway/generated/wallpaper.conf'),
+            mock.patch.object(manager, 'GENERATED_THEME', self.root / 'sway/generated/theme.conf'),
             mock.patch.object(manager, 'SWAY', self.root / 'sway'),
         ]
         for patcher in self.patchers:
@@ -62,7 +65,7 @@ class WallpaperManagerTest(unittest.TestCase):
                 manager.validate_image(path)
         chosen = manager.set_directory(self.root.as_uri())
         self.assertEqual(chosen['wallpaperDirectory'], str(self.root))
-        self.assertEqual(json.loads(manager.PREFERENCES.read_text())['version'], 1)
+        self.assertEqual(json.loads(manager.PREFERENCES.read_text())['version'], 2)
 
     def test_atomic_replace_keeps_old_file_on_write_failure(self):
         target = self.root / 'atomic.txt'
@@ -122,21 +125,134 @@ class WallpaperManagerTest(unittest.TestCase):
         manager.write_json(manager.STATE, old)
         manager.atomic_write(manager.GENERATED, b'ancien')
         with mock.patch.object(manager, 'command') as command, \
-             mock.patch.object(manager, 'swaybg_matches', return_value=True):
+             mock.patch.object(manager, 'swaybg_matches', return_value=True), \
+             mock.patch.object(manager, 'publish_live'):
             result = manager.apply(str(self.image))
         self.assertEqual(result['revision'], 9)
         state = manager.read_json(manager.STATE)
         self.assertEqual(state['effectiveFlavor'], 'mocha')
         self.assertEqual(state['effectiveAccent'], 'lavender')
-        self.assertEqual(state['version'], 2)
+        self.assertEqual(state['version'], 3)
         self.assertIn(b'set $wallpaper ', manager.GENERATED.read_bytes())
         self.assertEqual(command.call_count, 2)
+        newer = self.root / 'autre.png'
+        Image.new('RGB', (32, 32), 'black').save(newer)
         with mock.patch.object(manager, 'command', side_effect=[RuntimeError('validate'), None]):
             with self.assertRaises(RuntimeError):
-                manager.apply(str(self.image))
+                manager.apply(str(newer))
         self.assertEqual(manager.read_json(manager.STATE), state)
         self.assertIn(b'set $wallpaper ', manager.GENERATED.read_bytes())
 
+    def test_manual_wallpaper_does_not_change_theme(self):
+        manager.write_json(manager.STATE, {'version': 3, 'effectiveFlavor': 'mocha',
+            'effectiveWallpaper': str(self.image), 'wallpaperMtime': 0, 'revision': 3,
+            'themeMode': 'manual', 'manualFlavor': 'mocha'})
+        bright = self.root / 'clair.png'
+        Image.new('RGB', (48, 48), 'white').save(bright)
+        with mock.patch.object(manager, 'command'), mock.patch.object(manager, 'publish_live'), \
+                mock.patch.object(manager, 'swaybg_matches', return_value=True):
+            result = manager.apply(str(bright))
+        self.assertEqual(result['effectiveFlavor'], 'mocha')
+        self.assertFalse(manager.GENERATED_THEME.exists())
+        self.assertEqual(result['revision'], 4)
+
+    def test_auto_activation_and_manual_restoration(self):
+        manager.write_json(manager.STATE, {'version': 3, 'effectiveFlavor': 'mocha',
+            'effectiveWallpaper': str(self.image), 'revision': 3,
+            'themeMode': 'manual', 'manualFlavor': 'mocha'})
+        with mock.patch.object(manager, 'command'), mock.patch.object(manager, 'publish_live'):
+            automatic = manager.set_theme_mode('wallpaper')
+            self.assertEqual(automatic['manualFlavor'], 'mocha')
+            self.assertEqual(automatic['effectiveFlavor'], 'mocha')
+            restored = manager.set_theme_mode('manual')
+        self.assertEqual(restored['effectiveFlavor'], 'mocha')
+        self.assertEqual(restored['manualFlavor'], 'mocha')
+        self.assertEqual(restored['revision'], 5)
+
+    def test_auto_wallpaper_and_rollback(self):
+        manager.write_json(manager.STATE, {'version': 3, 'effectiveFlavor': 'mocha',
+            'effectiveWallpaper': str(self.image), 'revision': 5,
+            'themeMode': 'wallpaper', 'manualFlavor': 'mocha'})
+        bright = self.root / 'clair.png'
+        Image.new('RGB', (48, 48), 'white').save(bright)
+        with mock.patch.object(manager, 'command'), mock.patch.object(manager, 'publish_live'), \
+                mock.patch.object(manager, 'swaybg_matches', return_value=True):
+            result = manager.apply(str(bright))
+        self.assertEqual(result['effectiveFlavor'], 'latte')
+        self.assertFalse(result['effectiveDark'])
+        previous_theme = manager.GENERATED_THEME.read_bytes()
+        previous_wallpaper = manager.GENERATED.read_bytes()
+        previous_state = manager.STATE.read_bytes()
+        dark = self.root / 'sombre.png'
+        Image.new('RGB', (48, 48), 'black').save(dark)
+        with mock.patch.object(manager, 'command', side_effect=[None, RuntimeError('reload'), None]):
+            with self.assertRaises(RuntimeError):
+                manager.apply(str(dark))
+        self.assertEqual(manager.GENERATED_THEME.read_bytes(), previous_theme)
+        self.assertEqual(manager.GENERATED.read_bytes(), previous_wallpaper)
+        self.assertEqual(manager.STATE.read_bytes(), previous_state)
+
+    def test_schema_two_migration_keeps_previous_fields(self):
+        legacy = {'version': 2, 'effectiveFlavor': 'macchiato',
+                  'effectiveAccent': 'lavender', 'effectiveDark': True,
+                  'effectiveHighContrast': False, 'effectiveMode': 'normal',
+                  'effectiveWallpaper': str(self.image), 'revision': 47,
+                  'customFutureField': 'conservé'}
+        manager.write_json(manager.STATE, legacy)
+        manager.write_json(manager.PREFERENCES, {'version': 1,
+            'wallpaperDirectory': str(self.root), 'wallpaperMode': 'fill'})
+        with mock.patch.object(manager, 'command') as command:
+            result = manager.reconcile_state()
+        self.assertEqual(result['version'], 3)
+        self.assertEqual(result['revision'], 47)
+        self.assertEqual(result['customFutureField'], 'conservé')
+        self.assertEqual(result['effectiveFlavor'], 'macchiato')
+        self.assertEqual(result['themeMode'], 'manual')
+        self.assertEqual(result['manualFlavor'], 'macchiato')
+        self.assertEqual(result['wallpaperDirectory'], str(self.root))
+        self.assertEqual(command.call_count, 2)
+
+    def test_crash_like_reconciliation_uses_effective_state(self):
+        manager.write_json(manager.STATE, {'version': 3, 'effectiveFlavor': 'mocha',
+            'effectiveWallpaper': str(self.image), 'revision': 6,
+            'themeMode': 'manual', 'manualFlavor': 'mocha'})
+        manager.write_json(manager.PREFERENCES, {'version': 2,
+            'themeMode': 'wallpaper', 'manualFlavor': 'latte',
+            'wallpaperDirectory': str(self.root)})
+        manager.atomic_write(manager.GENERATED_THEME, b'interrompu')
+        manager.atomic_write(manager.GENERATED, b'interrompu')
+        with mock.patch.object(manager, 'command') as command:
+            result = manager.reconcile_state()
+        self.assertEqual(result['revision'], 6)
+        self.assertEqual(result['themeMode'], 'manual')
+        self.assertEqual(result['manualFlavor'], 'mocha')
+        self.assertIn(b'set $base ', manager.GENERATED_THEME.read_bytes())
+        self.assertIn(b'set $wallpaper ', manager.GENERATED.read_bytes())
+        self.assertEqual(command.call_count, 2)
+
+    def test_auto_analysis_failure_does_not_change_files(self):
+        old = {'version': 3, 'effectiveFlavor': 'mocha',
+               'effectiveWallpaper': str(self.image), 'revision': 6,
+               'themeMode': 'manual', 'manualFlavor': 'mocha'}
+        manager.write_json(manager.STATE, old)
+        with mock.patch.object(manager, 'analyze_wallpaper', side_effect=ValueError('décodeur')):
+            with self.assertRaisesRegex(ValueError, 'Analyse Auto Theme'):
+                manager.set_theme_mode('wallpaper')
+        self.assertEqual(manager.read_json(manager.STATE), old)
+        self.assertFalse(manager.GENERATED_THEME.exists())
+
+    def test_auto_reconcile_restores_missing_analysis_without_revision(self):
+        meta = manager.validate_image(self.image)
+        manager.write_json(manager.STATE, {'version': 3, 'effectiveFlavor': 'mocha',
+            'effectiveWallpaper': str(self.image), 'wallpaperMtime': meta['mtime'],
+            'revision': 12, 'themeMode': 'wallpaper', 'manualFlavor': 'latte'})
+        with mock.patch.object(manager, 'command'):
+            result = manager.reconcile_state()
+        self.assertEqual(result['revision'], 12)
+        self.assertEqual(result['effectiveFlavor'], 'mocha')
+        self.assertEqual(result['manualFlavor'], 'latte')
+        self.assertEqual(result['wallpaperAnalysis']['algorithmVersion'], 1)
+
 
 if __name__ == '__main__':
     unittest.main()