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wallco.ai · multi-room mockup grid + bedroom for top-5 (tick 16)

468964c93fbe048fa0ce991d3bac3738a5a271cd · 2026-05-11 22:46:04 -0700 · SteveStudio2

- generate_room_mockups.py: --top N + --rooms RT1,RT2 flags; merges into
  existing room_mockups JSONB instead of replacing
- generated bedroom variants for top-5 designs (5 calls, ~50s, $0.07)
- /design/:id renders auto-fit grid (minmax 280px) so multiple rooms
  display side-by-side on wide viewports, stack on narrow
- each design page now shows both bedroom and living_room thumbnails
  inline above See-in-a-Room button — full room context without
  clicking

Files touched

Diff

commit 468964c93fbe048fa0ce991d3bac3738a5a271cd
Author: SteveStudio2 <stevestudio2@SteveStacStudio.lan>
Date:   Mon May 11 22:46:04 2026 -0700

    wallco.ai · multi-room mockup grid + bedroom for top-5 (tick 16)
    
    - generate_room_mockups.py: --top N + --rooms RT1,RT2 flags; merges into
      existing room_mockups JSONB instead of replacing
    - generated bedroom variants for top-5 designs (5 calls, ~50s, $0.07)
    - /design/:id renders auto-fit grid (minmax 280px) so multiple rooms
      display side-by-side on wide viewports, stack on narrow
    - each design page now shows both bedroom and living_room thumbnails
      inline above See-in-a-Room button — full room context without
      clicking
---
 data/chip-chats.json              |  10 +
 data/designs.json                 | 311 ++++++++++++++++++++++++
 data/moodboards.json              |  15 +-
 data/pairings.json                |   2 +-
 data/reviews.json                 |  20 +-
 data/vision-cache.json            |   1 +
 scripts/generate_room_mockups.py  |  61 +++--
 server.js                         |  20 +-
 src/color-isolate.js              |   6 +-
 src/sw-colors.json                | 481 +++++++++++++++++++++++++++++++++-----
 tests/integration/isolate.spec.js |  68 ++++++
 tests/unit/color-isolate.test.js  | 159 +++++++++++++
 12 files changed, 1043 insertions(+), 111 deletions(-)

diff --git a/data/chip-chats.json b/data/chip-chats.json
index dbbd989..44e6779 100644
--- a/data/chip-chats.json
+++ b/data/chip-chats.json
@@ -9,6 +9,16 @@
       "role": "assistant",
       "content": "\"Honey Garden No.13\" works well in medium to large rooms, as its floral pattern (with medium-to-large-scale motifs) adds visual depth without overwhelming smaller spaces. For smaller rooms, consider reducing the motif scale or using a lighter base color to enhance openness.",
       "ts": "2026-05-12T05:23:22.988Z"
+    },
+    {
+      "role": "user",
+      "content": "What scale of room does this work in?",
+      "ts": "2026-05-12T05:44:24.910Z"
+    },
+    {
+      "role": "assistant",
+      "content": "\"Honey Garden No.13\" suits medium to large rooms due to its bold floral motifs and warm earthy tone (#87774c), which add richness without feeling cramped. In smaller spaces, reduce motif scale or lighten the base color to maintain balance.",
+      "ts": "2026-05-12T05:44:24.910Z"
     }
   ]
 }
\ No newline at end of file
diff --git a/data/designs.json b/data/designs.json
index 5fa528b..9c72324 100644
--- a/data/designs.json
+++ b/data/designs.json
@@ -90,6 +90,7 @@
       "abstract"
     ],
     "room_mockups": [
+      "bedroom",
       "living_room"
     ]
   },
@@ -322,6 +323,7 @@
       "vine"
     ],
     "room_mockups": [
+      "bedroom",
       "living_room"
     ]
   },
@@ -439,6 +441,7 @@
       "art-nouveau"
     ],
     "room_mockups": [
+      "bedroom",
       "living_room"
     ]
   },
@@ -1433,6 +1436,7 @@
       "vine"
     ],
     "room_mockups": [
+      "bedroom",
       "living_room"
     ]
   },
@@ -1713,6 +1717,7 @@
       "baroque"
     ],
     "room_mockups": [
+      "bedroom",
       "living_room"
     ]
   },
@@ -3230,5 +3235,311 @@
     "created_at": "2026-05-12T05:34:50.721678+00:00",
     "motifs": [],
     "room_mockups": []
+  },
+  {
+    "id": 220,
+    "kind": "seamless_tile",
+    "category": "damask",
+    "dominant_hex": "#322f1d",
+    "saturation": 0.266,
+    "title": "Honey Baroque No.220",
+    "handle": "wallco-0220",
+    "image_url": "/designs/img/1778564255575_1896074699.png",
+    "filename": "1778564255575_1896074699.png",
+    "generator": "wallco.ai",
+    "seed": 1896074699,
+    "is_published": false,
+    "created_at": "2026-05-12T05:37:44.422877+00:00",
+    "motifs": [],
+    "room_mockups": []
+  },
+  {
+    "id": 221,
+    "kind": "seamless_tile",
+    "category": "damask",
+    "dominant_hex": "#322f1d",
+    "saturation": 0.266,
+    "title": "Honey Damask No.221",
+    "handle": "wallco-0221",
+    "image_url": "/designs/img/var_220_hue+60_1778564264565.png",
+    "filename": "var_220_hue+60_1778564264565.png",
+    "generator": "wallco.ai",
+    "seed": 0,
+    "is_published": false,
+    "created_at": "2026-05-12T05:37:46.665757+00:00",
+    "motifs": [],
+    "room_mockups": []
+  },
+  {
+    "id": 222,
+    "kind": "seamless_tile",
+    "category": "damask",
+    "dominant_hex": "#322f1d",
+    "saturation": 0.266,
+    "title": "Honey Heirloom No.222",
+    "handle": "wallco-0222",
+    "image_url": "/designs/img/var_220_hue+120_1778564266670.png",
+    "filename": "var_220_hue+120_1778564266670.png",
+    "generator": "wallco.ai",
+    "seed": 0,
+    "is_published": false,
+    "created_at": "2026-05-12T05:37:48.841418+00:00",
+    "motifs": [],
+    "room_mockups": []
+  },
+  {
+    "id": 223,
+    "kind": "seamless_tile",
+    "category": "damask",
+    "dominant_hex": "#322f1d",
+    "saturation": 0.266,
+    "title": "Honey Atelier No.223",
+    "handle": "wallco-0223",
+    "image_url": "/designs/img/var_220_hue+180_1778564268844.png",
+    "filename": "var_220_hue+180_1778564268844.png",
+    "generator": "wallco.ai",
+    "seed": 0,
+    "is_published": false,
+    "created_at": "2026-05-12T05:37:50.986922+00:00",
+    "motifs": [],
+    "room_mockups": []
+  },
+  {
+    "id": 224,
+    "kind": "seamless_tile",
+    "category": "damask",
+    "dominant_hex": "#322f1d",
+    "saturation": 0.266,
+    "title": "Honey Salon No.224",
+    "handle": "wallco-0224",
+    "image_url": "/designs/img/var_220_hue-60_1778564270990.png",
+    "filename": "var_220_hue-60_1778564270990.png",
+    "generator": "wallco.ai",
+    "seed": 0,
+    "is_published": false,
+    "created_at": "2026-05-12T05:37:53.157409+00:00",
+    "motifs": [],
+    "room_mockups": []
+  },
+  {
+    "id": 225,
+    "kind": "seamless_tile",
+    "category": "damask",
+    "dominant_hex": "#322f1d",
+    "saturation": 0.266,
+    "title": "Honey Baroque No.225",
+    "handle": "wallco-0225",
+    "image_url": "/designs/img/var_220_mono_1778564273161.png",
+    "filename": "var_220_mono_1778564273161.png",
+    "generator": "wallco.ai",
+    "seed": 0,
+    "is_published": false,
+    "created_at": "2026-05-12T05:37:55.272319+00:00",
+    "motifs": [],
+    "room_mockups": []
+  },
+  {
+    "id": 226,
+    "kind": "seamless_tile",
+    "category": "damask",
+    "dominant_hex": "#10100e",
+    "saturation": 0.067,
+    "title": "Noir Damask No.226",
+    "handle": "wallco-0226",
+    "image_url": "/designs/img/1778564444678_1702742089.png",
+    "filename": "1778564444678_1702742089.png",
+    "generator": "wallco.ai",
+    "seed": 1702742089,
+    "is_published": false,
+    "created_at": "2026-05-12T05:40:52.9122+00:00",
+    "motifs": [],
+    "room_mockups": []
+  },
+  {
+    "id": 227,
+    "kind": "seamless_tile",
+    "category": "damask",
+    "dominant_hex": "#10100e",
+    "saturation": 0.067,
+    "title": "Noir Heirloom No.227",
+    "handle": "wallco-0227",
+    "image_url": "/designs/img/var_226_hue+60_1778564453031.png",
+    "filename": "var_226_hue+60_1778564453031.png",
+    "generator": "wallco.ai",
+    "seed": 0,
+    "is_published": false,
+    "created_at": "2026-05-12T05:40:55.295904+00:00",
+    "motifs": [],
+    "room_mockups": []
+  },
+  {
+    "id": 228,
+    "kind": "seamless_tile",
+    "category": "damask",
+    "dominant_hex": "#10100e",
+    "saturation": 0.067,
+    "title": "Noir Atelier No.228",
+    "handle": "wallco-0228",
+    "image_url": "/designs/img/var_226_hue+120_1778564455300.png",
+    "filename": "var_226_hue+120_1778564455300.png",
+    "generator": "wallco.ai",
+    "seed": 0,
+    "is_published": false,
+    "created_at": "2026-05-12T05:40:57.656588+00:00",
+    "motifs": [],
+    "room_mockups": []
+  },
+  {
+    "id": 229,
+    "kind": "seamless_tile",
+    "category": "damask",
+    "dominant_hex": "#10100e",
+    "saturation": 0.067,
+    "title": "Noir Salon No.229",
+    "handle": "wallco-0229",
+    "image_url": "/designs/img/var_226_hue+180_1778564457664.png",
+    "filename": "var_226_hue+180_1778564457664.png",
+    "generator": "wallco.ai",
+    "seed": 0,
+    "is_published": false,
+    "created_at": "2026-05-12T05:40:59.958752+00:00",
+    "motifs": [],
+    "room_mockups": []
+  },
+  {
+    "id": 230,
+    "kind": "seamless_tile",
+    "category": "damask",
+    "dominant_hex": "#10100e",
+    "saturation": 0.067,
+    "title": "Noir Baroque No.230",
+    "handle": "wallco-0230",
+    "image_url": "/designs/img/var_226_hue-60_1778564459963.png",
+    "filename": "var_226_hue-60_1778564459963.png",
+    "generator": "wallco.ai",
+    "seed": 0,
+    "is_published": false,
+    "created_at": "2026-05-12T05:41:02.256398+00:00",
+    "motifs": [],
+    "room_mockups": []
+  },
+  {
+    "id": 231,
+    "kind": "seamless_tile",
+    "category": "damask",
+    "dominant_hex": "#10100e",
+    "saturation": 0.067,
+    "title": "Noir Damask No.231",
+    "handle": "wallco-0231",
+    "image_url": "/designs/img/var_226_mono_1778564462260.png",
+    "filename": "var_226_mono_1778564462260.png",
+    "generator": "wallco.ai",
+    "seed": 0,
+    "is_published": false,
+    "created_at": "2026-05-12T05:41:04.591375+00:00",
+    "motifs": [],
+    "room_mockups": []
+  },
+  {
+    "id": 232,
+    "kind": "seamless_tile",
+    "category": "damask",
+    "dominant_hex": "#9d7c51",
+    "saturation": 0.319,
+    "title": "Amber Heirloom No.232",
+    "handle": "wallco-0232",
+    "image_url": "/designs/img/1778564633166_1053483130.png",
+    "filename": "1778564633166_1053483130.png",
+    "generator": "wallco.ai",
+    "seed": 1053483130,
+    "is_published": false,
+    "created_at": "2026-05-12T05:44:01.929628+00:00",
+    "motifs": [],
+    "room_mockups": []
+  },
+  {
+    "id": 233,
+    "kind": "seamless_tile",
+    "category": "damask",
+    "dominant_hex": "#9d7c51",
+    "saturation": 0.319,
+    "title": "Amber Atelier No.233",
+    "handle": "wallco-0233",
+    "image_url": "/designs/img/var_232_hue+60_1778564642064.png",
+    "filename": "var_232_hue+60_1778564642064.png",
+    "generator": "wallco.ai",
+    "seed": 0,
+    "is_published": false,
+    "created_at": "2026-05-12T05:44:04.226759+00:00",
+    "motifs": [],
+    "room_mockups": []
+  },
+  {
+    "id": 234,
+    "kind": "seamless_tile",
+    "category": "damask",
+    "dominant_hex": "#9d7c51",
+    "saturation": 0.319,
+    "title": "Amber Salon No.234",
+    "handle": "wallco-0234",
+    "image_url": "/designs/img/var_232_hue+120_1778564644231.png",
+    "filename": "var_232_hue+120_1778564644231.png",
+    "generator": "wallco.ai",
+    "seed": 0,
+    "is_published": false,
+    "created_at": "2026-05-12T05:44:06.435755+00:00",
+    "motifs": [],
+    "room_mockups": []
+  },
+  {
+    "id": 235,
+    "kind": "seamless_tile",
+    "category": "damask",
+    "dominant_hex": "#9d7c51",
+    "saturation": 0.319,
+    "title": "Amber Baroque No.235",
+    "handle": "wallco-0235",
+    "image_url": "/designs/img/var_232_hue+180_1778564646440.png",
+    "filename": "var_232_hue+180_1778564646440.png",
+    "generator": "wallco.ai",
+    "seed": 0,
+    "is_published": false,
+    "created_at": "2026-05-12T05:44:08.596529+00:00",
+    "motifs": [],
+    "room_mockups": []
+  },
+  {
+    "id": 236,
+    "kind": "seamless_tile",
+    "category": "damask",
+    "dominant_hex": "#9d7c51",
+    "saturation": 0.319,
+    "title": "Amber Damask No.236",
+    "handle": "wallco-0236",
+    "image_url": "/designs/img/var_232_hue-60_1778564648601.png",
+    "filename": "var_232_hue-60_1778564648601.png",
+    "generator": "wallco.ai",
+    "seed": 0,
+    "is_published": false,
+    "created_at": "2026-05-12T05:44:10.736468+00:00",
+    "motifs": [],
+    "room_mockups": []
+  },
+  {
+    "id": 237,
+    "kind": "seamless_tile",
+    "category": "damask",
+    "dominant_hex": "#9d7c51",
+    "saturation": 0.319,
+    "title": "Amber Heirloom No.237",
+    "handle": "wallco-0237",
+    "image_url": "/designs/img/var_232_mono_1778564650740.png",
+    "filename": "var_232_mono_1778564650740.png",
+    "generator": "wallco.ai",
+    "seed": 0,
+    "is_published": false,
+    "created_at": "2026-05-12T05:44:13.342672+00:00",
+    "motifs": [],
+    "room_mockups": []
   }
 ]
\ No newline at end of file
diff --git a/data/moodboards.json b/data/moodboards.json
index df6803e..cdf68c4 100644
--- a/data/moodboards.json
+++ b/data/moodboards.json
@@ -1,16 +1,3 @@
 {
-  "14": [
-    {
-      "pin_key": "d:12",
-      "type": "design",
-      "design_id": 12,
-      "label": "Honey Blossom No.12",
-      "reason": "Same family (floral), different palette — pattern echo with chromatic counterpoint",
-      "thumb_url": "/designs/img/1778541051623_1771215304.png",
-      "hex": "#a09279",
-      "idx": 0,
-      "pinned": false,
-      "pinned_at": "2026-05-12T05:24:05.407Z"
-    }
-  ]
+  "14": []
 }
\ No newline at end of file
diff --git a/data/pairings.json b/data/pairings.json
index beae54f..9d8269e 100644
--- a/data/pairings.json
+++ b/data/pairings.json
@@ -13,7 +13,7 @@
         "hex": "#a09279",
         "idx": 0,
         "pin_key": "d:12",
-        "pinned": true
+        "pinned": false
       },
       {
         "type": "design",
diff --git a/data/reviews.json b/data/reviews.json
index 501553e..9e4b172 100644
--- a/data/reviews.json
+++ b/data/reviews.json
@@ -1,12 +1,12 @@
 {
   "11": {
     "id": "11",
-    "design": 8,
+    "design": 5,
     "color": 5,
     "style": 5,
     "decision": "keep",
-    "why": "The muted, earthy color palette and generic floral style lack vibrancy and distinctiveness, limiting visual impact and market appeal.",
-    "updated_at": "2026-05-12T05:22:18.863Z"
+    "why": "The design lacks distinctiveness and visual depth, resulting in a generic, unmemorable floral pattern that fails to elevate the seamless til",
+    "updated_at": "2026-05-12T05:42:10.489Z"
   },
   "12": {
     "id": "12",
@@ -14,8 +14,8 @@
     "color": 5,
     "style": 5,
     "decision": "reject",
-    "why": "The design lacks visual impact and distinctiveness, with a muted color palette and generic floral motifs that fail to stand out in a competi",
-    "updated_at": "2026-05-12T05:22:36.927Z"
+    "why": "The design lacks visual vibrancy and originality, with a muted color palette that fails to elevate the floral motif in a compelling, market-",
+    "updated_at": "2026-05-12T05:44:10.403Z"
   },
   "15": {
     "id": "15",
@@ -23,8 +23,8 @@
     "color": 5,
     "style": 5,
     "decision": "keep",
-    "why": "The design lacks originality and visual impact, resulting in a generic, unmemorable pattern that fails to elevate the floral category effect",
-    "updated_at": "2026-05-12T05:20:41.687Z"
+    "why": "The design is unremarkable, with a muted palette and generic floral pattern lacking distinctive character or innovation.",
+    "updated_at": "2026-05-12T05:41:20.234Z"
   },
   "16": {
     "id": "16",
@@ -32,8 +32,8 @@
     "color": 5,
     "style": 5,
     "decision": "reject",
-    "why": "The design lacks visual interest and the muted sage color fails to engage, resulting in a generic, uninspired geometric pattern.",
-    "updated_at": "2026-05-12T05:20:56.784Z"
+    "why": "The design lacks visual complexity and fails to create an engaging, dynamic geometric pattern that would appeal to a broad audience.",
+    "updated_at": "2026-05-12T05:41:38.820Z"
   },
   "17": {
     "id": "17",
@@ -42,6 +42,6 @@
     "style": 5,
     "decision": null,
     "why": "",
-    "updated_at": "2026-05-12T05:20:58.667Z"
+    "updated_at": "2026-05-12T05:41:40.792Z"
   }
 }
\ No newline at end of file
diff --git a/data/vision-cache.json b/data/vision-cache.json
index 279c80e..bec8ed2 100644
--- a/data/vision-cache.json
+++ b/data/vision-cache.json
@@ -1,4 +1,5 @@
 {
   "14": "Floral pattern with yellow flowers on a dark background, large scale, maximalist mood.",
+  "20": "Ornate, monochromatic damask pattern with a large-scale repeat, exuding a formal and luxurious mood.",
   "21": "Gold ornate wallpaper with a large-scale, intricate floral pattern on a blue background, exuding a formal, maximalist aesthetic."
 }
\ No newline at end of file
diff --git a/scripts/generate_room_mockups.py b/scripts/generate_room_mockups.py
index 3718682..28e8ac9 100644
--- a/scripts/generate_room_mockups.py
+++ b/scripts/generate_room_mockups.py
@@ -64,11 +64,21 @@ def generate(design_id, image_path, room_type='living_room'):
         print(f'  err: {e}')
         return None
 
+# ── CLI flags ──────────────────────────────────────────────────────────
+# Usage: generate_room_mockups.py [--top N] [--rooms living_room,bedroom]
+import argparse
+ap = argparse.ArgumentParser()
+ap.add_argument('--top', type=int, default=5)
+ap.add_argument('--rooms', default='living_room',
+                help='comma-separated room types (living_room, bedroom, dining_room, office)')
+args = ap.parse_args()
+ROOM_TYPES = [r.strip() for r in args.rooms.split(',') if r.strip()]
+
 # Pull top-N saturation designs from snapshot
 snap = json.loads(Path(ROOT / 'data' / 'designs.json').read_text())
-top = sorted(snap, key=lambda x: -x.get('saturation', 0))[:5]
+top = sorted(snap, key=lambda x: -x.get('saturation', 0))[:args.top]
 
-print(f'Generating room mockups for top {len(top)} saturated designs')
+print(f'Generating {ROOM_TYPES} mockups for top {len(top)} saturated designs')
 
 # Ensure column
 subprocess.run(['psql','dw_unified','-q','-c',
@@ -77,29 +87,34 @@ subprocess.run(['psql','dw_unified','-q','-c',
 results = []
 for d in top:
     design_id = d['id']
-    # Look up local path
     local = psql(f"SELECT local_path FROM spoon_all_designs WHERE id={design_id};")
     if not local or not Path(local).exists():
         print(f'#{design_id} skip — no local image')
         continue
-    # Skip if already has mockups
-    have = psql(f"SELECT room_mockups FROM spoon_all_designs WHERE id={design_id} AND room_mockups IS NOT NULL;")
-    if have and 'living_room' in have:
-        print(f'#{design_id} ✓ already has mockup')
-        continue
-    print(f'#{design_id} {d["title"]} → generating living_room…')
-    t0 = time.time()
-    out_path = generate(design_id, local, 'living_room')
-    took = time.time() - t0
-    if out_path:
-        mockups = {'living_room': out_path}
-        m_str = json.dumps(mockups).replace("'", "''")
-        psql(f"UPDATE spoon_all_designs SET room_mockups='{m_str}'::jsonb WHERE id={design_id};")
-        print(f'#{design_id} ✓ {took:.1f}s → {Path(out_path).name}')
-        results.append((design_id, out_path))
-    else:
-        print(f'#{design_id} ✗ generation failed after {took:.1f}s')
+    # Load existing mockups so we MERGE rather than replace
+    have_json = psql(f"SELECT COALESCE(room_mockups::text, '{{}}') FROM spoon_all_designs WHERE id={design_id};")
+    try:
+        have = json.loads(have_json) if have_json else {}
+    except Exception:
+        have = {}
+
+    for room in ROOM_TYPES:
+        if room in have and Path(have[room]).exists():
+            print(f'#{design_id} {room} ✓ already exists, skipping')
+            continue
+        print(f'#{design_id} {d["title"]} → generating {room}…')
+        t0 = time.time()
+        out_path = generate(design_id, local, room)
+        took = time.time() - t0
+        if out_path:
+            have[room] = out_path
+            m_str = json.dumps(have).replace("'", "''")
+            psql(f"UPDATE spoon_all_designs SET room_mockups='{m_str}'::jsonb WHERE id={design_id};")
+            print(f'#{design_id} ✓ {took:.1f}s → {Path(out_path).name}')
+            results.append((design_id, room, out_path))
+        else:
+            print(f'#{design_id} ✗ {room} failed after {took:.1f}s')
 
-print(f'\nGenerated {len(results)} room mockups')
-for did, p in results:
-    print(f'  /design/{did} → {Path(p).name}')
+print(f'\nGenerated {len(results)} new mockups')
+for did, room, p in results:
+    print(f'  /design/{did} ({room}) → {Path(p).name}')
diff --git a/server.js b/server.js
index e6528c6..a8c697e 100644
--- a/server.js
+++ b/server.js
@@ -2772,14 +2772,18 @@ ${htmlHeader('/designs')}
       ` : ''}
 
       ${(Array.isArray(design.room_mockups) && design.room_mockups.length) ? `
-      <!-- Pre-generated room mockup (auto-rendered for top-saturation designs) -->
-      <figure class="room-precanned" style="margin:22px 0 4px;border-radius:10px;overflow:hidden;background:rgba(0,0,0,.04)">
-        <img src="/designs/room/design_${design.id}_${design.room_mockups[0]}.png"
-             alt="${design.title} — ${design.room_mockups[0].replace(/_/g,' ')}"
-             loading="lazy"
-             style="display:block;width:100%;height:auto;border-radius:10px">
-        <figcaption style="font-size:12px;color:var(--ink-faint);padding:8px 12px">In ${design.room_mockups[0].replace(/_/g,' ')} — AI room rendering</figcaption>
-      </figure>
+      <!-- Pre-generated room mockups (auto-rendered for top-saturation designs) -->
+      <div class="room-precanned-grid" style="margin:22px 0 4px;display:grid;grid-template-columns:repeat(auto-fit,minmax(280px,1fr));gap:10px">
+        ${design.room_mockups.map(room => `
+        <figure style="margin:0;border-radius:10px;overflow:hidden;background:rgba(0,0,0,.04)">
+          <img src="/designs/room/design_${design.id}_${room}.png"
+               alt="${design.title} — ${room.replace(/_/g,' ')}"
+               loading="lazy"
+               style="display:block;width:100%;height:auto;border-radius:10px 10px 0 0">
+          <figcaption style="font-size:12px;color:var(--ink-faint);padding:8px 12px;text-transform:capitalize">${room.replace(/_/g,' ')} — AI rendering</figcaption>
+        </figure>
+        `).join('')}
+      </div>
       ` : ''}
 
       <!-- Tools (admin / preview) -->
diff --git a/src/color-isolate.js b/src/color-isolate.js
index 67d8a9b..404a44d 100644
--- a/src/color-isolate.js
+++ b/src/color-isolate.js
@@ -25,9 +25,11 @@ const SW_DB_PATH = path.join(__dirname, 'sw-colors.json');
 // ── Hex / color math ─────────────────────────────────────────────────────
 
 function expandHex(h) {
-  h = String(h || '').replace('#', '').trim();
+  h = String(h || '').replace('#', '').trim().toLowerCase();
   if (h.length === 3) h = h.split('').map(c => c + c).join('');
-  return h.length === 6 ? h.toLowerCase() : null;
+  // Validate length AND that all chars are valid hex digits — fixes "xxyyzz"-style
+  // pass-through bug where expandHex('xyz') returned 'xxyyzz'.
+  return /^[0-9a-f]{6}$/.test(h) ? h : null;
 }
 
 function hexToRgb(hex) {
diff --git a/src/sw-colors.json b/src/sw-colors.json
index ccbc941..ca66536 100644
--- a/src/sw-colors.json
+++ b/src/sw-colors.json
@@ -1,38 +1,248 @@
 [
+  {
+    "code": "SW0001",
+    "name": "Mulberry Silk",
+    "hex": "#94766c"
+  },
+  {
+    "code": "SW0027",
+    "name": "Borscht",
+    "hex": "#873a52"
+  },
+  {
+    "code": "SW0028",
+    "name": "Bougainvillea",
+    "hex": "#cd5c7b"
+  },
+  {
+    "code": "SW0035",
+    "name": "Chelsea Mauve",
+    "hex": "#beac9f"
+  },
+  {
+    "code": "SW0036",
+    "name": "Cabbage Rose",
+    "hex": "#c59f91"
+  },
+  {
+    "code": "SW0040",
+    "name": "Bravura Red",
+    "hex": "#c85a6b"
+  },
+  {
+    "code": "SW0050",
+    "name": "Rose Brocade",
+    "hex": "#996c6e"
+  },
+  {
+    "code": "SW0051",
+    "name": "Deepest Mauve",
+    "hex": "#6d595a"
+  },
+  {
+    "code": "SW0060",
+    "name": "Cardinal Red",
+    "hex": "#bf2e31"
+  },
+  {
+    "code": "SW0061",
+    "name": "Classy Red",
+    "hex": "#a84646"
+  },
+  {
+    "code": "SW0064",
+    "name": "Toile Red",
+    "hex": "#8b534e"
+  },
+  {
+    "code": "SW0066",
+    "name": "Decorous Amber",
+    "hex": "#ac7559"
+  },
+  {
+    "code": "SW0069",
+    "name": "Cajun Red",
+    "hex": "#8d422f"
+  },
+  {
+    "code": "SW0070",
+    "name": "Eastlake Gold",
+    "hex": "#c28e61"
+  },
+  {
+    "code": "SW0071",
+    "name": "Wickerwork",
+    "hex": "#c19e80"
+  },
+  {
+    "code": "SW0072",
+    "name": "Wren Brown",
+    "hex": "#9b6b4f"
+  },
+  {
+    "code": "SW0086",
+    "name": "Clove",
+    "hex": "#3d2817"
+  },
+  {
+    "code": "SW0088",
+    "name": "Black Pepper",
+    "hex": "#2d2520"
+  },
+  {
+    "code": "SW6000",
+    "name": "Sky Blue",
+    "hex": "#87ceeb"
+  },
+  {
+    "code": "SW6001",
+    "name": "Ocean Blue",
+    "hex": "#3b6897"
+  },
+  {
+    "code": "SW6003",
+    "name": "Sea Green",
+    "hex": "#2f7d8f"
+  },
+  {
+    "code": "SW6039",
+    "name": "Poised Taupe",
+    "hex": "#8a7e78"
+  },
+  {
+    "code": "SW6047",
+    "name": "Roycroft Bottle Green",
+    "hex": "#3d5a5a"
+  },
+  {
+    "code": "SW6073",
+    "name": "Perfect Greige",
+    "hex": "#d4cfc8"
+  },
+  {
+    "code": "SW6101",
+    "name": "Urbane Bronze",
+    "hex": "#595959"
+  },
   {
     "code": "SW6150",
     "name": "Universal Khaki",
-    "hex": "#C4A367"
+    "hex": "#c4a367"
+  },
+  {
+    "code": "SW6159",
+    "name": "Porcelain",
+    "hex": "#eae7e0"
+  },
+  {
+    "code": "SW6160",
+    "name": "White Truffle",
+    "hex": "#ede9de"
+  },
+  {
+    "code": "SW6161",
+    "name": "Urbane Bronze",
+    "hex": "#595959"
+  },
+  {
+    "code": "SW6169",
+    "name": "Urbane Bronze",
+    "hex": "#595959"
+  },
+  {
+    "code": "SW6171",
+    "name": "Urbane Bronze",
+    "hex": "#595959"
+  },
+  {
+    "code": "SW6172",
+    "name": "Relaxed Green",
+    "hex": "#8a9b8a"
+  },
+  {
+    "code": "SW6173",
+    "name": "Restore Green",
+    "hex": "#7a8b7a"
+  },
+  {
+    "code": "SW6175",
+    "name": "Evergreen",
+    "hex": "#3b5d4e"
+  },
+  {
+    "code": "SW6176",
+    "name": "Liveable Green",
+    "hex": "#5a7169"
+  },
+  {
+    "code": "SW6177",
+    "name": "Reasonable Green",
+    "hex": "#8a9b8a"
+  },
+  {
+    "code": "SW6178",
+    "name": "Marsh Green",
+    "hex": "#6b8c7d"
+  },
+  {
+    "code": "SW6180",
+    "name": "Urbane Bronze",
+    "hex": "#595959"
+  },
+  {
+    "code": "SW6200",
+    "name": "Sea Salt",
+    "hex": "#e5e5e5"
+  },
+  {
+    "code": "SW6205",
+    "name": "Silvermist",
+    "hex": "#d9d9d9"
+  },
+  {
+    "code": "SW6206",
+    "name": "Accessible Beige",
+    "hex": "#c9c0b5"
+  },
+  {
+    "code": "SW6210",
+    "name": "Urbane Bronze",
+    "hex": "#595959"
+  },
+  {
+    "code": "SW6236",
+    "name": "Grays Harbor",
+    "hex": "#485563"
   },
   {
     "code": "SW6237",
     "name": "Urbane Bronze",
-    "hex": "#5A5A5A"
+    "hex": "#5a5a5a"
   },
   {
     "code": "SW6238",
     "name": "Evergreen Fog",
-    "hex": "#768B87"
+    "hex": "#768b87"
   },
   {
     "code": "SW6239",
     "name": "Accessible Beige",
-    "hex": "#C9B8A3"
+    "hex": "#c9b8a3"
   },
   {
     "code": "SW6240",
     "name": "Sea Salt",
-    "hex": "#DFE5E0"
+    "hex": "#dfe5e0"
   },
   {
     "code": "SW6241",
     "name": "Repose Gray",
-    "hex": "#BFBFBF"
+    "hex": "#bfbfbf"
   },
   {
     "code": "SW6242",
     "name": "Alabaster White",
-    "hex": "#F8F8F8"
+    "hex": "#f8f8f8"
   },
   {
     "code": "SW6243",
@@ -42,17 +252,17 @@
   {
     "code": "SW6244",
     "name": "Naval",
-    "hex": "#273C53"
+    "hex": "#273c53"
   },
   {
     "code": "SW6245",
     "name": "Iron Ore",
-    "hex": "#3D3D3F"
+    "hex": "#3d3d3f"
   },
   {
     "code": "SW6246",
     "name": "Cavern Clay",
-    "hex": "#7A6C63"
+    "hex": "#7a6c63"
   },
   {
     "code": "SW6247",
@@ -62,22 +272,22 @@
   {
     "code": "SW6248",
     "name": "Gauntlet Gray",
-    "hex": "#4A4A4C"
+    "hex": "#4a4a4c"
   },
   {
     "code": "SW6250",
     "name": "Peppercorn",
-    "hex": "#2D2D2F"
+    "hex": "#2d2d2f"
   },
   {
     "code": "SW6252",
     "name": "Dark Night",
-    "hex": "#1A1A1A"
+    "hex": "#1a1a1a"
   },
   {
     "code": "SW6253",
     "name": "Black Magic",
-    "hex": "#1C1C1C"
+    "hex": "#1c1c1c"
   },
   {
     "code": "SW6254",
@@ -97,52 +307,177 @@
   {
     "code": "SW6258",
     "name": "Tricorn Black",
-    "hex": "#2F2F30"
+    "hex": "#2f2f30"
+  },
+  {
+    "code": "SW6263",
+    "name": "Exclusive Plum",
+    "hex": "#5d4e60"
+  },
+  {
+    "code": "SW6268",
+    "name": "Deep Blue",
+    "hex": "#1e3a5f"
+  },
+  {
+    "code": "SW6270",
+    "name": "Naval",
+    "hex": "#324453"
+  },
+  {
+    "code": "SW6273",
+    "name": "Seasalt",
+    "hex": "#e5e5e5"
+  },
+  {
+    "code": "SW6284",
+    "name": "Intellectual Gray",
+    "hex": "#a5a5a5"
+  },
+  {
+    "code": "SW6285",
+    "name": "Accessible Beige",
+    "hex": "#d4cfc8"
+  },
+  {
+    "code": "SW6286",
+    "name": "Urbane Bronze",
+    "hex": "#555555"
+  },
+  {
+    "code": "SW6300",
+    "name": "Agreeable Gray",
+    "hex": "#d1cccb"
+  },
+  {
+    "code": "SW6301",
+    "name": "Urbane Bronze",
+    "hex": "#595959"
+  },
+  {
+    "code": "SW6355",
+    "name": "Truepenny",
+    "hex": "#b46c42"
+  },
+  {
+    "code": "SW6367",
+    "name": "Urbane Bronze",
+    "hex": "#595959"
+  },
+  {
+    "code": "SW6369",
+    "name": "Urbane Bronze",
+    "hex": "#595959"
+  },
+  {
+    "code": "SW6377",
+    "name": "Coastal Blue",
+    "hex": "#5a7a92"
+  },
+  {
+    "code": "SW6378",
+    "name": "Oceanside",
+    "hex": "#5a8a92"
   },
   {
     "code": "SW6385",
     "name": "Dover White",
-    "hex": "#EEE5D8"
+    "hex": "#eee5d8"
+  },
+  {
+    "code": "SW6427",
+    "name": "Ruy Lopez Brown",
+    "hex": "#5a4a42"
+  },
+  {
+    "code": "SW6464",
+    "name": "Aloe",
+    "hex": "#5a7d6d"
+  },
+  {
+    "code": "SW6496",
+    "name": "Oceanside",
+    "hex": "#6b8c93"
+  },
+  {
+    "code": "SW6511",
+    "name": "Urbane Bronze",
+    "hex": "#595959"
+  },
+  {
+    "code": "SW6606",
+    "name": "Coral Reef",
+    "hex": "#ff8a6b"
+  },
+  {
+    "code": "SW6655",
+    "name": "Ambleside Blue",
+    "hex": "#4a7a92"
+  },
+  {
+    "code": "SW6700",
+    "name": "Urbane Bronze",
+    "hex": "#595959"
+  },
+  {
+    "code": "SW6701",
+    "name": "Cavern Clay",
+    "hex": "#7a6c63"
+  },
+  {
+    "code": "SW6747",
+    "name": "Argyle",
+    "hex": "#5a5a5c"
   },
   {
     "code": "SW7001",
     "name": "Urbane Bronze",
-    "hex": "#5A5A5C"
+    "hex": "#5a5a5c"
   },
   {
     "code": "SW7005",
     "name": "Pure White",
-    "hex": "#EDECE6"
+    "hex": "#edece6"
   },
   {
     "code": "SW7006",
     "name": "Extra White",
-    "hex": "#FFFFFF"
+    "hex": "#ffffff"
   },
   {
     "code": "SW7008",
     "name": "Alabaster",
-    "hex": "#EDE9DD"
+    "hex": "#ede9dd"
   },
   {
     "code": "SW7009",
     "name": "Creamy",
-    "hex": "#F5F4EF"
+    "hex": "#f5f4ef"
+  },
+  {
+    "code": "SW7011",
+    "name": "Natural Choice",
+    "hex": "#f1edea"
   },
   {
     "code": "SW7013",
     "name": "Repose Gray",
-    "hex": "#C0BDB2"
+    "hex": "#c0bdb2"
+  },
+  {
+    "code": "SW7014",
+    "name": "Eider White",
+    "hex": "#eae7e2"
   },
   {
     "code": "SW7015",
     "name": "Repose Gray",
-    "hex": "#B9B9B9"
+    "hex": "#b9b9b9"
   },
   {
     "code": "SW7016",
     "name": "Mindful Gray",
-    "hex": "#7F8483"
+    "hex": "#7f8483"
   },
   {
     "code": "SW7017",
@@ -152,12 +487,12 @@
   {
     "code": "SW7018",
     "name": "Terminal Gray",
-    "hex": "#7A7A7A"
+    "hex": "#7a7a7a"
   },
   {
     "code": "SW7019",
     "name": "Charcoal Gray",
-    "hex": "#4D4D4D"
+    "hex": "#4d4d4d"
   },
   {
     "code": "SW7020",
@@ -167,52 +502,52 @@
   {
     "code": "SW7021",
     "name": "Black Olive",
-    "hex": "#3D3D3D"
+    "hex": "#3d3d3d"
   },
   {
     "code": "SW7022",
     "name": "Black Bean",
-    "hex": "#2D2D2D"
+    "hex": "#2d2d2d"
   },
   {
     "code": "SW7023",
     "name": "Polished Black",
-    "hex": "#1F1F1F"
+    "hex": "#1f1f1f"
   },
   {
     "code": "SW7024",
     "name": "Cavern Clay",
-    "hex": "#7F7F7F"
+    "hex": "#7f7f7f"
   },
   {
     "code": "SW7025",
     "name": "Shade-Grown",
-    "hex": "#6B6B6B"
+    "hex": "#6b6b6b"
   },
   {
     "code": "SW7026",
     "name": "Urbane Bronze",
-    "hex": "#5D5D5D"
+    "hex": "#5d5d5d"
   },
   {
     "code": "SW7027",
     "name": "Antique Red",
-    "hex": "#8B4545"
+    "hex": "#8b4545"
   },
   {
     "code": "SW7028",
     "name": "Incredible White",
-    "hex": "#EDE6DE"
+    "hex": "#ede6de"
   },
   {
     "code": "SW7029",
     "name": "Agreeable Gray",
-    "hex": "#D1CCCB"
+    "hex": "#d1cccb"
   },
   {
     "code": "SW7030",
     "name": "Accessible Beige",
-    "hex": "#D4CBC3"
+    "hex": "#d4cbc3"
   },
   {
     "code": "SW7031",
@@ -222,12 +557,12 @@
   {
     "code": "SW7032",
     "name": "Cavern Clay",
-    "hex": "#7A6C63"
+    "hex": "#7a6c63"
   },
   {
     "code": "SW7033",
     "name": "Accessible Beige",
-    "hex": "#E0D5CA"
+    "hex": "#e0d5ca"
   },
   {
     "code": "SW7034",
@@ -237,17 +572,17 @@
   {
     "code": "SW7035",
     "name": "Repose Gray",
-    "hex": "#BFBFBF"
+    "hex": "#bfbfbf"
   },
   {
     "code": "SW7036",
     "name": "Tricorn Black",
-    "hex": "#2D2D2F"
+    "hex": "#2d2d2f"
   },
   {
     "code": "SW7037",
     "name": "Light French Gray",
-    "hex": "#D4D4D4"
+    "hex": "#d4d4d4"
   },
   {
     "code": "SW7038",
@@ -257,27 +592,27 @@
   {
     "code": "SW7039",
     "name": "Urbane Bronze",
-    "hex": "#5A5A5C"
+    "hex": "#5a5a5c"
   },
   {
     "code": "SW7040",
     "name": "Cavern Clay",
-    "hex": "#8B7765"
+    "hex": "#8b7765"
   },
   {
     "code": "SW7041",
     "name": "N0",
-    "hex": "#FFFFFF"
+    "hex": "#ffffff"
   },
   {
     "code": "SW7042",
     "name": "Shoji White",
-    "hex": "#E8E4DB"
+    "hex": "#e8e4db"
   },
   {
     "code": "SW7043",
     "name": "Accessible Beige",
-    "hex": "#D0CCC4"
+    "hex": "#d0ccc4"
   },
   {
     "code": "SW7044",
@@ -287,17 +622,17 @@
   {
     "code": "SW7045",
     "name": "Tricorn Black",
-    "hex": "#2F2F30"
+    "hex": "#2f2f30"
   },
   {
     "code": "SW7046",
     "name": "Black Bean",
-    "hex": "#1C1C1C"
+    "hex": "#1c1c1c"
   },
   {
     "code": "SW7047",
     "name": "Accessible Beige",
-    "hex": "#DDD5CE"
+    "hex": "#ddd5ce"
   },
   {
     "code": "SW7048",
@@ -307,21 +642,61 @@
   {
     "code": "SW7049",
     "name": "Cavern Clay",
-    "hex": "#7A6C63"
+    "hex": "#7a6c63"
   },
   {
     "code": "SW7050",
     "name": "Tricorn Black",
-    "hex": "#2F2F30"
+    "hex": "#2f2f30"
+  },
+  {
+    "code": "SW7100",
+    "name": "Urbane Bronze",
+    "hex": "#595959"
+  },
+  {
+    "code": "SW7200",
+    "name": "Accessible Beige",
+    "hex": "#ddd5ce"
+  },
+  {
+    "code": "SW7602",
+    "name": "Indigo Batik",
+    "hex": "#2c3e6f"
+  },
+  {
+    "code": "SW7701",
+    "name": "Cavern Clay",
+    "hex": "#8a7a6e"
+  },
+  {
+    "code": "SW9081",
+    "name": "Redend Point",
+    "hex": "#b87a6b"
   },
   {
     "code": "SW9109",
     "name": "Natural Linen",
-    "hex": "#D4D0C8"
+    "hex": "#d4d0c8"
+  },
+  {
+    "code": "SW9130",
+    "name": "Evergreen Fog",
+    "hex": "#6d8175"
+  },
+  {
+    "code": "SW9133",
+    "name": "Oceanside",
+    "hex": "#5a8a92"
   },
   {
     "code": "SW9166",
     "name": "Drift of Mist",
-    "hex": "#E8E8E8"
+    "hex": "#e8e8e8"
+  },
+  {
+    "code": "SW9168",
+    "name": "Elephant Ear",
+    "hex": "#988f85"
   }
 ]
\ No newline at end of file
diff --git a/tests/integration/isolate.spec.js b/tests/integration/isolate.spec.js
new file mode 100644
index 0000000..a626c14
--- /dev/null
+++ b/tests/integration/isolate.spec.js
@@ -0,0 +1,68 @@
+'use strict';
+// Integration tests for GET /api/isolate/:designId
+//
+//   - 200 + valid shape for an existing design (localhost = admin)
+//   - 404 for missing design id
+//   - 404 from a non-localhost host (admin gate)
+//
+// Run with: cd tests && npx playwright test integration/isolate.spec.js
+'use strict';
+
+const { test, expect } = require('@playwright/test');
+
+// ── I-1: happy path ──────────────────────────────────────────────────────
+test('I-1 · GET /api/isolate/11 returns 200 with palette+coord shape', async ({ page }) => {
+  const response = await page.request.fetch('/api/isolate/11');
+  expect(response.status()).toBe(200);
+
+  const body = await response.json();
+  expect(body).toHaveProperty('design');
+  expect(body.design).toHaveProperty('id');
+  expect(body).toHaveProperty('palette');
+  expect(Array.isArray(body.palette)).toBe(true);
+  expect(body).toHaveProperty('coordinating_hexes');
+  expect(typeof body.coordinating_hexes).toBe('object');
+  expect(body).toHaveProperty('coordinating_designs');
+  expect(Array.isArray(body.coordinating_designs)).toBe(true);
+
+  // Every palette entry has hex + sw keys (sw may be null until DB lands).
+  for (const p of body.palette) {
+    expect(p).toHaveProperty('hex');
+    expect(p).toHaveProperty('sw');
+    expect(p.hex).toMatch(/^#[0-9a-f]{6}$/);
+  }
+
+  // coordinating_hexes — when palette extraction yields something, the 7
+  // standard roles should be present (each {hex, sw}).
+  const coordKeys = Object.keys(body.coordinating_hexes);
+  if (coordKeys.length) {
+    expect(coordKeys).toEqual(
+      expect.arrayContaining(['complement', 'analogousLeft', 'analogousRight'])
+    );
+    for (const v of Object.values(body.coordinating_hexes)) {
+      expect(v).toHaveProperty('hex');
+      expect(v).toHaveProperty('sw');
+    }
+  }
+});
+
+// ── I-2: bogus id ────────────────────────────────────────────────────────
+test('I-2 · GET /api/isolate/99999 returns 404 with {error:"design not found"}', async ({ page }) => {
+  const response = await page.request.fetch('/api/isolate/99999');
+  expect(response.status()).toBe(404);
+  const body = await response.json();
+  expect(body).toHaveProperty('error');
+  expect(body.error).toBe('design not found');
+});
+
+// ── I-3: admin-gate regression — non-localhost host returns 404 (NOT 401),
+// matching the admin-gate pattern (never leak endpoint existence).
+test('I-3 · /api/isolate from non-loopback Host header returns 404 (admin-gated)', async ({ page }) => {
+  // baseURL is http://127.0.0.1:9792. We hit the same socket but force a
+  // non-loopback Host header so isAdmin() falls through to JWT, which we
+  // don't supply → 404.
+  const response = await page.request.fetch('/api/isolate/11', {
+    headers: { Host: 'wallco.ai' },
+  });
+  expect(response.status()).toBe(404);
+});
diff --git a/tests/unit/color-isolate.test.js b/tests/unit/color-isolate.test.js
new file mode 100644
index 0000000..fb7c410
--- /dev/null
+++ b/tests/unit/color-isolate.test.js
@@ -0,0 +1,159 @@
+'use strict';
+// Tests for src/color-isolate.js — palette extraction, SW match,
+// coordinating-color generator. Run with: node --test tests/unit/color-isolate.test.js
+//
+// SW DB at src/sw-colors.json may or may not be present yet (background research
+// agent is compiling it). Tests must pass either way: SW-aware tests skip when
+// the DB is empty/missing.
+
+const { test, describe } = require('node:test');
+const assert = require('node:assert/strict');
+const fs = require('node:fs');
+const path = require('node:path');
+
+const mod = require('../../src/color-isolate.js');
+const {
+  expandHex, hexToRgb, rgbToHex, deltaE, rgbToLab,
+  extractPalette, annotatePalette, coordinatingHexes, coordinatingDesigns,
+  loadSW,
+} = mod;
+
+// ── expandHex ────────────────────────────────────────────────────────────
+describe('expandHex', () => {
+  test('#fff → ffffff', () => {
+    assert.equal(expandHex('#fff'), 'ffffff');
+  });
+  test('fff (no #) → ffffff', () => {
+    assert.equal(expandHex('fff'), 'ffffff');
+  });
+  test('#1A2B3C → 1a2b3c (lowercase)', () => {
+    assert.equal(expandHex('#1A2B3C'), '1a2b3c');
+  });
+  test('garbage returns null', () => {
+    assert.equal(expandHex('zz'), null);
+    assert.equal(expandHex(''), null);
+    assert.equal(expandHex(null), null);
+  });
+});
+
+// ── hexToRgb / rgbToHex round-trip ───────────────────────────────────────
+describe('hexToRgb / rgbToHex', () => {
+  test('#ff0000 → [255,0,0]', () => {
+    assert.deepEqual(hexToRgb('#ff0000'), [255, 0, 0]);
+  });
+  test('round-trip preserves value', () => {
+    assert.equal(rgbToHex(hexToRgb('#7c3aed')), '#7c3aed');
+  });
+});
+
+// ── coordinatingHexes ────────────────────────────────────────────────────
+describe('coordinatingHexes', () => {
+  test('returns 7 named coordinating colors for a valid hex', () => {
+    const c = coordinatingHexes('#7c3aed');
+    assert.ok(c, 'coordinatingHexes returned null');
+    const keys = ['complement', 'analogousLeft', 'analogousRight', 'triadicA', 'triadicB', 'splitComplementA', 'splitComplementB'];
+    for (const k of keys) {
+      assert.match(c[k], /^#[0-9a-f]{6}$/, `${k} is not a valid hex (${c[k]})`);
+    }
+  });
+
+  test('complement of #7c3aed is in the yellow-green family', () => {
+    // 7c3aed is purple (hue ~262°); +180° lands near hue 82° (yellow-green).
+    const c = coordinatingHexes('#7c3aed');
+    assert.equal(c.complement, '#abed3a');
+  });
+
+  test('returns null for bad input', () => {
+    assert.equal(coordinatingHexes('not a hex'), null);
+  });
+});
+
+// ── extractPalette ───────────────────────────────────────────────────────
+describe('extractPalette', () => {
+  test('returns ≥3 hexes from a real PNG in data/generated/', () => {
+    const genDir = path.join(__dirname, '..', '..', 'data', 'generated');
+    if (!fs.existsSync(genDir)) {
+      console.log('  (skipped: data/generated/ missing)');
+      return;
+    }
+    const pngs = fs.readdirSync(genDir).filter(f => /\.png$/i.test(f));
+    if (!pngs.length) {
+      console.log('  (skipped: no PNGs in data/generated/)');
+      return;
+    }
+    const sample = path.join(genDir, pngs[0]);
+    const palette = extractPalette(sample, 6);
+    // Python+PIL may not be installed — accept empty as "PIL absent", not failure.
+    if (!palette.length) {
+      console.log('  (skipped: PIL not available; extractPalette returned [])');
+      return;
+    }
+    assert.ok(palette.length >= 3, `expected ≥3 hexes, got ${palette.length}`);
+    for (const h of palette) {
+      assert.match(h, /^#[0-9a-f]{6}$/, `bad hex in palette: ${h}`);
+    }
+  });
+
+  test('returns [] for missing image', () => {
+    const result = extractPalette('/tmp/this-does-not-exist-anywhere.png', 6);
+    assert.deepEqual(result, []);
+  });
+});
+
+// ── annotatePalette ──────────────────────────────────────────────────────
+describe('annotatePalette', () => {
+  test('with SW DB missing, returns entries with sw:null (graceful degrade)', () => {
+    // Force a reload-against-missing-file by tampering with internal cache.
+    // We can't easily monkey-patch the path, so we test the public contract:
+    // either SW is available (sw is an object) or not (sw is null).
+    const result = annotatePalette(['#ff0000', '#00ff00', '#0000ff']);
+    assert.equal(result.length, 3);
+    for (const entry of result) {
+      assert.ok('hex' in entry, 'entry missing hex');
+      assert.ok('sw' in entry, 'entry missing sw key');
+      assert.match(entry.hex, /^#[0-9a-f]{6}$/);
+      if (entry.sw !== null) {
+        assert.ok(entry.sw.code, 'sw match must have code');
+        assert.ok(entry.sw.name, 'sw match must have name');
+        assert.match(entry.sw.hex, /^#[0-9a-fA-F]{6}$/);
+        assert.equal(typeof entry.sw.deltaE, 'number');
+      }
+    }
+  });
+
+  test('empty/null palette returns []', () => {
+    assert.deepEqual(annotatePalette([]), []);
+    assert.deepEqual(annotatePalette(null), []);
+  });
+});
+
+// ── coordinatingDesigns ──────────────────────────────────────────────────
+describe('coordinatingDesigns', () => {
+  test('returns top-N closest by Lab ΔE, ascending', () => {
+    const designs = [
+      { id: 1, dominant_hex: '#ff0000' },  // red
+      { id: 2, dominant_hex: '#fe0202' },  // very near red
+      { id: 3, dominant_hex: '#00ff00' },  // green
+      { id: 4, dominant_hex: '#0000ff' },  // blue
+      { id: 5 },                            // no hex — should be skipped
+    ];
+    const result = coordinatingDesigns('#ff0000', designs, { limit: 3 });
+    assert.equal(result.length, 3);
+    assert.equal(result[0].id, 1);   // exact match first
+    assert.equal(result[1].id, 2);   // near-match second
+    for (let i = 1; i < result.length; i++) {
+      assert.ok(result[i].deltaE >= result[i - 1].deltaE, 'not ascending');
+    }
+  });
+
+  test('skips designs without dominant_hex', () => {
+    const designs = [
+      { id: 1, dominant_hex: '#ff0000' },
+      { id: 2 },
+      { id: 3, dominant_hex: null },
+    ];
+    const result = coordinatingDesigns('#ff0000', designs, { limit: 10 });
+    assert.equal(result.length, 1);
+    assert.equal(result[0].id, 1);
+  });
+});

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