auto-save 2026-05-14 06:55 (+1, ~3)

.memory/worklog.json

@@ -1,19 +1,5 @@
 {
   "entries": [
-    {
-      "files_changed": 2,
-      "hash": "684930d",
-      "message": "auto-save 2026-05-12 18:57 (~2)",
-      "ts": "2026-05-12T18:57:53+08:00",
-      "type": "commit"
-    },
-    {
-      "files_changed": 1,
-      "hash": "50d6390",
-      "message": "auto-save 2026-05-12 19:03 (~1)",
-      "ts": "2026-05-12T19:03:35+08:00",
-      "type": "commit"
-    },
     {
       "files_changed": 3,
       "hash": "67bbdae",
@@ -3345,6 +3331,19 @@
       "type": "session-heartbeat",
       "message": "Codex 会话活跃 · 最近命令：codex · 1 项未提交变更 · 最近提交：auto-save 2026-05-14 06:44 (~4)",
       "files_changed": 1
+    },
+    {
+      "ts": "2026-05-14T06:50:10+08:00",
+      "type": "commit",
+      "message": "auto-save 2026-05-14 06:49 (~1)",
+      "hash": "9546d5f",
+      "files_changed": 1
+    },
+    {
+      "ts": "2026-05-13T22:53:14Z",
+      "type": "session-heartbeat",
+      "message": "Claude 会话活跃 · 最近命令：claude · 1 项未提交变更 · 最近提交：auto-save 2026-05-14 06:49 (~1)",
+      "files_changed": 1
     }
   ]
 }

api/main.py

@@ -23,6 +23,10 @@ load_dotenv()
 JOBS_DIR = Path(os.getenv("JOBS_DIR", "./jobs")).resolve()
 JOBS_DIR.mkdir(parents=True, exist_ok=True)
 CORS_ORIGINS = [o.strip() for o in os.getenv("CORS_ORIGINS", "http://localhost:4290").split(",") if o.strip()]
+PRODUCT_LIBRARY_DIR = Path(
+    os.getenv("PRODUCT_LIBRARY_DIR", Path(__file__).resolve().parent / "product_library" / "skg-products")
+).resolve()
+PRODUCT_LIBRARY_MANIFEST = PRODUCT_LIBRARY_DIR / "manifest.json"
 
 LLM_BASE_URL = os.getenv("LLM_BASE_URL", "").strip()
 LLM_API_KEY = os.getenv("LLM_API_KEY", "").strip()
@@ -214,6 +218,24 @@ class SubjectAsset(BaseModel):
     created_at: float = 0.0
 
 
+class ProductLibraryItem(BaseModel):
+    id: str
+    handle: str
+    title: str
+    product_type: str = ""
+    image_type: str = "gallery"
+    image_index: int = 0
+    filename: str
+    url: str
+    width: int = 0
+    height: int = 0
+    source_path: str = ""
+    white_score: float = 0.0
+    near_white_score: float = 0.0
+    has_people: bool = False
+    tags: list[str] = Field(default_factory=list)
+
+
 class KeyElement(BaseModel):
     """关键帧里识别 / 用户提取的元素 · 多次提取累积多张图，让用户挑选满意的"""
     id: str             # uuid hex 8
@@ -368,6 +390,35 @@ def storyboard_ref_path(job_id: str, ref: dict | None) -> Path | None:
     return None
 
 
+def load_product_library_items() -> list[ProductLibraryItem]:
+    if not PRODUCT_LIBRARY_MANIFEST.exists():
+        return []
+    try:
+        data = json.loads(PRODUCT_LIBRARY_MANIFEST.read_text(encoding="utf-8"))
+        return [ProductLibraryItem(**item) for item in data.get("items", [])]
+    except Exception as e:
+        raise HTTPException(500, f"product library manifest invalid: {e}")
+
+
+def find_product_library_item(product_id: str) -> ProductLibraryItem:
+    product_id = product_id.strip()
+    for item in load_product_library_items():
+        if item.id == product_id:
+            return item
+    raise HTTPException(404, "product library item not found")
+
+
+def product_library_file(item: ProductLibraryItem) -> Path:
+    p = (PRODUCT_LIBRARY_DIR / item.filename).resolve()
+    try:
+        p.relative_to(PRODUCT_LIBRARY_DIR)
+    except ValueError:
+        raise HTTPException(400, "invalid product library path")
+    if not p.exists():
+        raise HTTPException(404, "product library image missing")
+    return p
+
+
 def storyboard_ref_url(job_id: str, ref: dict | None) -> str:
     if not ref:
         return ""
@@ -2783,6 +2834,25 @@ def get_storyboard_video(job_id: str, video_id: str):
     return FileResponse(p, media_type="video/mp4")
 
 
+class CopyProductLibraryAssetReq(BaseModel):
+    product_id: str
+
+
+@app.get("/product-library/skg", response_model=list[ProductLibraryItem])
+def list_skg_product_library() -> list[ProductLibraryItem]:
+    """内置 SKG 白底产品图库。来源是本地筛选后的产品图 manifest。"""
+    return load_product_library_items()
+
+
+@app.get("/product-library/skg/images/{filename}")
+def get_skg_product_library_image(filename: str):
+    items = load_product_library_items()
+    item = next((x for x in items if Path(x.filename).name == filename), None)
+    if not item:
+        raise HTTPException(404, "product library image not found")
+    return FileResponse(product_library_file(item), media_type="image/jpeg")
+
+
 @app.post("/jobs/{job_id}/assets")
 async def upload_storyboard_asset(job_id: str, file: UploadFile = File(...)) -> dict:
     if job_id not in JOBS:
@@ -2813,6 +2883,32 @@ async def upload_storyboard_asset(job_id: str, file: UploadFile = File(...)) ->
     }
 
 
+@app.post("/jobs/{job_id}/assets/product-library")
+def copy_product_library_asset(job_id: str, req: CopyProductLibraryAssetReq) -> dict:
+    if job_id not in JOBS:
+        raise HTTPException(404, "job not found")
+    item = find_product_library_item(req.product_id)
+    src = product_library_file(item)
+    asset_id = uuid.uuid4().hex[:12]
+    out_dir = job_dir(job_id) / "assets"
+    out_dir.mkdir(parents=True, exist_ok=True)
+    out = out_dir / f"{asset_id}.jpg"
+    try:
+        img = Image.open(src).convert("RGB")
+        img.thumbnail((1600, 1600), Image.Resampling.LANCZOS)
+        img.save(out, "JPEG", quality=94)
+    except Exception as e:
+        raise HTTPException(400, f"product library copy failed: {e}")
+    label = f"产品融合 · {item.title} #{item.image_index}"
+    return {
+        "kind": "asset",
+        "frame_idx": -1,
+        "element_id": asset_id,
+        "cutout_id": asset_id,
+        "label": label,
+    }
+
+
 @app.get("/jobs/{job_id}/assets/{asset_id}.jpg")
 def get_storyboard_asset(job_id: str, asset_id: str):
     p = job_dir(job_id) / "assets" / f"{asset_id}.jpg"

api/product_library/skg-products/manifest.json

@@ -0,0 +1,866 @@
+{
+  "source": "/Users/kangwan/Desktop/skg/skg_product_downloads",
+  "filter": "all_products/gallery only; border white_score >= 0.78 or white_score >= 0.62 and near_white_score >= 0.90",
+  "count": 41,
+  "items": [
+    {
+      "id": "g7-pro-fold-neck-massager-01",
+      "handle": "g7-pro-fold-neck-massager",
+      "title": "SKG G7 PRO-FOLD Foldable Neck Massager with Gentle Warm Function",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 1,
+      "filename": "images/g7-pro-fold-neck-massager-01.jpg",
+      "url": "/product-library/skg/images/g7-pro-fold-neck-massager-01.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/g7-pro-fold-neck-massager/gallery/01-11-3.jpg",
+      "white_score": 0.9762,
+      "near_white_score": 0.9803,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "g7-pro-fold-neck-massager-05",
+      "handle": "g7-pro-fold-neck-massager",
+      "title": "SKG G7 PRO-FOLD Foldable Neck Massager with Gentle Warm Function",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 5,
+      "filename": "images/g7-pro-fold-neck-massager-05.jpg",
+      "url": "/product-library/skg/images/g7-pro-fold-neck-massager-05.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/g7-pro-fold-neck-massager/gallery/05-11-96a45541-70fa-443a-9805-61ccca6b30ca.jpg",
+      "white_score": 0.9753,
+      "near_white_score": 0.9794,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "g7-pro-neck-massager-01",
+      "handle": "g7-pro-neck-massager",
+      "title": "SKG G7 Pro Smart Neck Massager with Heat",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 1,
+      "filename": "images/g7-pro-neck-massager-01.jpg",
+      "url": "/product-library/skg/images/g7-pro-neck-massager-01.jpg",
+      "width": 1000,
+      "height": 1000,
+      "source_path": "all_products/g7-pro-neck-massager/gallery/01-skg-g7-pro-smart-neck-massager-with-heat-651568.jpg",
+      "white_score": 1.0,
+      "near_white_score": 1.0,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "g7-pro-neck-massager-02",
+      "handle": "g7-pro-neck-massager",
+      "title": "SKG G7 Pro Smart Neck Massager with Heat",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 2,
+      "filename": "images/g7-pro-neck-massager-02.jpg",
+      "url": "/product-library/skg/images/g7-pro-neck-massager-02.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/g7-pro-neck-massager/gallery/02-skg-g7-pro-smart-neck-massager-with-heat-848777.jpg",
+      "white_score": 1.0,
+      "near_white_score": 1.0,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "g7-pro-neck-massager-04",
+      "handle": "g7-pro-neck-massager",
+      "title": "SKG G7 Pro Smart Neck Massager with Heat",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 4,
+      "filename": "images/g7-pro-neck-massager-04.jpg",
+      "url": "/product-library/skg/images/g7-pro-neck-massager-04.jpg",
+      "width": 1001,
+      "height": 1001,
+      "source_path": "all_products/g7-pro-neck-massager/gallery/04-skg-g7-pro-smart-neck-massager-with-heat-358760.jpg",
+      "white_score": 0.9137,
+      "near_white_score": 0.9317,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "g7-pro-neck-massager-07",
+      "handle": "g7-pro-neck-massager",
+      "title": "SKG G7 Pro Smart Neck Massager with Heat",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 7,
+      "filename": "images/g7-pro-neck-massager-07.jpg",
+      "url": "/product-library/skg/images/g7-pro-neck-massager-07.jpg",
+      "width": 1001,
+      "height": 1001,
+      "source_path": "all_products/g7-pro-neck-massager/gallery/07-e-2022-g7-pro-g7-pro-d94b1b10-f94c-4618-8ec8-9a89ce1830bb.jpg",
+      "white_score": 0.8281,
+      "near_white_score": 0.8553,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "g7-pro-neck-massager-11",
+      "handle": "g7-pro-neck-massager",
+      "title": "SKG G7 Pro Smart Neck Massager with Heat",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 11,
+      "filename": "images/g7-pro-neck-massager-11.jpg",
+      "url": "/product-library/skg/images/g7-pro-neck-massager-11.jpg",
+      "width": 1001,
+      "height": 1001,
+      "source_path": "all_products/g7-pro-neck-massager/gallery/11-cb79b725-a90c-439b-9256-0b8915910168-f093e3a1d3efa18c7ca3196b97a05aa7.jpg",
+      "white_score": 0.9942,
+      "near_white_score": 0.9984,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "g7-pro-neck-massager-12",
+      "handle": "g7-pro-neck-massager",
+      "title": "SKG G7 Pro Smart Neck Massager with Heat",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 12,
+      "filename": "images/g7-pro-neck-massager-12.jpg",
+      "url": "/product-library/skg/images/g7-pro-neck-massager-12.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/g7-pro-neck-massager/gallery/12-skg-g7-pro-smart-neck-massager-with-heat-116880.jpg",
+      "white_score": 1.0,
+      "near_white_score": 1.0,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "h7-ultra-05",
+      "handle": "h7-ultra",
+      "title": "SKG H7 Ultra Neck and Shoulder Massager",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 5,
+      "filename": "images/h7-ultra-05.jpg",
+      "url": "/product-library/skg/images/h7-ultra-05.jpg",
+      "width": 1125,
+      "height": 1500,
+      "source_path": "all_products/h7-ultra/gallery/05-61p7odpmgol-ac-sl1500.jpg",
+      "white_score": 0.9046,
+      "near_white_score": 0.9507,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "h7-ultra-11",
+      "handle": "h7-ultra",
+      "title": "SKG H7 Ultra Neck and Shoulder Massager",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 11,
+      "filename": "images/h7-ultra-11.jpg",
+      "url": "/product-library/skg/images/h7-ultra-11.jpg",
+      "width": 1125,
+      "height": 1500,
+      "source_path": "all_products/h7-ultra/gallery/11-71py-ebgmjl-ac-sl1500.jpg",
+      "white_score": 0.8133,
+      "near_white_score": 0.8701,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "k5-pro-neck-massager-02",
+      "handle": "k5-pro-neck-massager",
+      "title": "SKG K5-3 Pro Intelligent Neck Massager with Heat",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 2,
+      "filename": "images/k5-pro-neck-massager-02.jpg",
+      "url": "/product-library/skg/images/k5-pro-neck-massager-02.jpg",
+      "width": 1000,
+      "height": 1000,
+      "source_path": "all_products/k5-pro-neck-massager/gallery/02-skg-k5-pro-intelligent-neck-massager-with-heat-452498.jpg",
+      "white_score": 1.0,
+      "near_white_score": 1.0,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "skg-flex-massager-h7-ultra-e-01",
+      "handle": "skg-flex-massager-h7-ultra-e",
+      "title": "SKG H7 Ultra E Neck and Shoulder Flex Massager",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 1,
+      "filename": "images/skg-flex-massager-h7-ultra-e-01.jpg",
+      "url": "/product-library/skg/images/skg-flex-massager-h7-ultra-e-01.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-flex-massager-h7-ultra-e/gallery/01-image-1-536314fe-3ebc-414d-a03c-6e32d077f608.jpg",
+      "white_score": 0.8289,
+      "near_white_score": 0.838,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "skg-flex-massager-h7-ultra-e-06",
+      "handle": "skg-flex-massager-h7-ultra-e",
+      "title": "SKG H7 Ultra E Neck and Shoulder Flex Massager",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 6,
+      "filename": "images/skg-flex-massager-h7-ultra-e-06.jpg",
+      "url": "/product-library/skg/images/skg-flex-massager-h7-ultra-e-06.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-flex-massager-h7-ultra-e/gallery/06-20250320-101625.jpg",
+      "white_score": 0.7952,
+      "near_white_score": 0.8553,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "skg-g7-pro-fold-golden-neck-massager-02",
+      "handle": "skg-g7-pro-fold-golden-neck-massager",
+      "title": "SKG G7 Pro Fold-Golden  Neck Massager",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 2,
+      "filename": "images/skg-g7-pro-fold-golden-neck-massager-02.jpg",
+      "url": "/product-library/skg/images/skg-g7-pro-fold-golden-neck-massager-02.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-g7-pro-fold-golden-neck-massager/gallery/02-2-98b3fae1-5c0e-47d0-8b9a-c5153ff83c3a.png",
+      "white_score": 0.9836,
+      "near_white_score": 0.9885,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "skg-g7-pro-fold-golden-neck-massager-03",
+      "handle": "skg-g7-pro-fold-golden-neck-massager",
+      "title": "SKG G7 Pro Fold-Golden  Neck Massager",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 3,
+      "filename": "images/skg-g7-pro-fold-golden-neck-massager-03.jpg",
+      "url": "/product-library/skg/images/skg-g7-pro-fold-golden-neck-massager-03.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-g7-pro-fold-golden-neck-massager/gallery/03-1-35d3f741-a3a5-4893-b076-f86b4cad8edc.png",
+      "white_score": 0.8898,
+      "near_white_score": 0.9005,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "skg-h5-mini-cordless-shiatsu-neck-and-shoulder-massager-with-heat-01",
+      "handle": "skg-h5-mini-cordless-shiatsu-neck-and-shoulder-massager-with-heat",
+      "title": "SKG H5 Mini Cordless Shiatsu Neck and Shoulder Massager with Heat",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 1,
+      "filename": "images/skg-h5-mini-cordless-shiatsu-neck-and-shoulder-massager-with-heat-01.jpg",
+      "url": "/product-library/skg/images/skg-h5-mini-cordless-shiatsu-neck-and-shoulder-massager-with-heat-01.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-h5-mini-cordless-shiatsu-neck-and-shoulder-massager-with-heat/gallery/01-1-8e35c077-3381-444f-9daa-b88610f6402d.jpg",
+      "white_score": 0.9013,
+      "near_white_score": 0.9112,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "skg-h5-mini-cordless-shiatsu-neck-and-shoulder-massager-with-heat-08",
+      "handle": "skg-h5-mini-cordless-shiatsu-neck-and-shoulder-massager-with-heat",
+      "title": "SKG H5 Mini Cordless Shiatsu Neck and Shoulder Massager with Heat",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 8,
+      "filename": "images/skg-h5-mini-cordless-shiatsu-neck-and-shoulder-massager-with-heat-08.jpg",
+      "url": "/product-library/skg/images/skg-h5-mini-cordless-shiatsu-neck-and-shoulder-massager-with-heat-08.jpg",
+      "width": 1350,
+      "height": 1800,
+      "source_path": "all_products/skg-h5-mini-cordless-shiatsu-neck-and-shoulder-massager-with-heat/gallery/08-6-97e250be-47a6-494b-a4aa-58fb5bd9411e.jpg",
+      "white_score": 0.6735,
+      "near_white_score": 0.9942,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "skg-h5-mini-cordless-shiatsu-neck-and-shoulder-massager-with-heat-09",
+      "handle": "skg-h5-mini-cordless-shiatsu-neck-and-shoulder-massager-with-heat",
+      "title": "SKG H5 Mini Cordless Shiatsu Neck and Shoulder Massager with Heat",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 9,
+      "filename": "images/skg-h5-mini-cordless-shiatsu-neck-and-shoulder-massager-with-heat-09.jpg",
+      "url": "/product-library/skg/images/skg-h5-mini-cordless-shiatsu-neck-and-shoulder-massager-with-heat-09.jpg",
+      "width": 1350,
+      "height": 1800,
+      "source_path": "all_products/skg-h5-mini-cordless-shiatsu-neck-and-shoulder-massager-with-heat/gallery/09-7-a1c3f484-43ec-4622-9667-2ace292c3d6a.jpg",
+      "white_score": 0.7911,
+      "near_white_score": 0.8684,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "skg-knee-massager-ws500-01",
+      "handle": "skg-knee-massager-ws500",
+      "title": "SKG WS500 Knee Massager",
+      "product_type": "Knee Massager",
+      "image_type": "gallery",
+      "image_index": 1,
+      "filename": "images/skg-knee-massager-ws500-01.jpg",
+      "url": "/product-library/skg/images/skg-knee-massager-ws500-01.jpg",
+      "width": 500,
+      "height": 500,
+      "source_path": "all_products/skg-knee-massager-ws500/gallery/01-2-3343c351-0c0b-47d8-b8c6-3037e2871335.jpg",
+      "white_score": 0.9589,
+      "near_white_score": 0.9663,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Knee Massager"
+      ]
+    },
+    {
+      "id": "skg-knee-massager-ws500-03",
+      "handle": "skg-knee-massager-ws500",
+      "title": "SKG WS500 Knee Massager",
+      "product_type": "Knee Massager",
+      "image_type": "gallery",
+      "image_index": 3,
+      "filename": "images/skg-knee-massager-ws500-03.jpg",
+      "url": "/product-library/skg/images/skg-knee-massager-ws500-03.jpg",
+      "width": 500,
+      "height": 500,
+      "source_path": "all_products/skg-knee-massager-ws500/gallery/03-4-ff0fbc01-a3ae-4c61-82ba-005c161151b9.jpg",
+      "white_score": 0.9753,
+      "near_white_score": 0.9794,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Knee Massager"
+      ]
+    },
+    {
+      "id": "skg-knee-massager-ws500-04",
+      "handle": "skg-knee-massager-ws500",
+      "title": "SKG WS500 Knee Massager",
+      "product_type": "Knee Massager",
+      "image_type": "gallery",
+      "image_index": 4,
+      "filename": "images/skg-knee-massager-ws500-04.jpg",
+      "url": "/product-library/skg/images/skg-knee-massager-ws500-04.jpg",
+      "width": 500,
+      "height": 500,
+      "source_path": "all_products/skg-knee-massager-ws500/gallery/04-3-570f8251-7f7e-45e0-be04-81b6aceff8a5.jpg",
+      "white_score": 0.9605,
+      "near_white_score": 0.9696,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Knee Massager"
+      ]
+    },
+    {
+      "id": "skg-knee-massager-ws500-05",
+      "handle": "skg-knee-massager-ws500",
+      "title": "SKG WS500 Knee Massager",
+      "product_type": "Knee Massager",
+      "image_type": "gallery",
+      "image_index": 5,
+      "filename": "images/skg-knee-massager-ws500-05.jpg",
+      "url": "/product-library/skg/images/skg-knee-massager-ws500-05.jpg",
+      "width": 500,
+      "height": 500,
+      "source_path": "all_products/skg-knee-massager-ws500/gallery/05-6-452f832b-ea1d-4137-ba79-b99cebb93634.jpg",
+      "white_score": 0.9975,
+      "near_white_score": 0.9992,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Knee Massager"
+      ]
+    },
+    {
+      "id": "skg-neck-and-shoulder-massager-hs500-2-01",
+      "handle": "skg-neck-and-shoulder-massager-hs500-2",
+      "title": "SKG HS500-2 Neck and Shoulder Massager",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 1,
+      "filename": "images/skg-neck-and-shoulder-massager-hs500-2-01.jpg",
+      "url": "/product-library/skg/images/skg-neck-and-shoulder-massager-hs500-2-01.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-neck-and-shoulder-massager-hs500-2/gallery/01-1-2-c80c3785-9064-4506-b8c2-0ad1d8217cb4.jpg",
+      "white_score": 0.889,
+      "near_white_score": 0.9013,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "skg-neck-and-shoulder-massager-hs500-2-06",
+      "handle": "skg-neck-and-shoulder-massager-hs500-2",
+      "title": "SKG HS500-2 Neck and Shoulder Massager",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 6,
+      "filename": "images/skg-neck-and-shoulder-massager-hs500-2-06.jpg",
+      "url": "/product-library/skg/images/skg-neck-and-shoulder-massager-hs500-2-06.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-neck-and-shoulder-massager-hs500-2/gallery/06-6-35028d3f-bea8-4929-a1e5-dafdd88dba05.jpg",
+      "white_score": 0.8413,
+      "near_white_score": 0.9416,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "skg-neck-and-shoulder-massager-hs500-2-10",
+      "handle": "skg-neck-and-shoulder-massager-hs500-2",
+      "title": "SKG HS500-2 Neck and Shoulder Massager",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 10,
+      "filename": "images/skg-neck-and-shoulder-massager-hs500-2-10.jpg",
+      "url": "/product-library/skg/images/skg-neck-and-shoulder-massager-hs500-2-10.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-neck-and-shoulder-massager-hs500-2/gallery/10-3-f1a09094-f423-427d-bb66-91dbd14b3702.jpg",
+      "white_score": 0.9786,
+      "near_white_score": 0.9868,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "skg-neck-and-shoulder-massager-hs500-2-11",
+      "handle": "skg-neck-and-shoulder-massager-hs500-2",
+      "title": "SKG HS500-2 Neck and Shoulder Massager",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 11,
+      "filename": "images/skg-neck-and-shoulder-massager-hs500-2-11.jpg",
+      "url": "/product-library/skg/images/skg-neck-and-shoulder-massager-hs500-2-11.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-neck-and-shoulder-massager-hs500-2/gallery/11-2-d0dac807-5777-4001-a7fd-1aa92742d17b.jpg",
+      "white_score": 0.9021,
+      "near_white_score": 0.9095,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "skg-neck-and-shoulder-massager-hs500-2-12",
+      "handle": "skg-neck-and-shoulder-massager-hs500-2",
+      "title": "SKG HS500-2 Neck and Shoulder Massager",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 12,
+      "filename": "images/skg-neck-and-shoulder-massager-hs500-2-12.jpg",
+      "url": "/product-library/skg/images/skg-neck-and-shoulder-massager-hs500-2-12.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-neck-and-shoulder-massager-hs500-2/gallery/12-5-6454717b-4570-48d5-9596-378a278cb763.jpg",
+      "white_score": 0.9803,
+      "near_white_score": 0.986,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "skg-neck-massager-gs500-n-01",
+      "handle": "skg-neck-massager-gs500-n",
+      "title": "SKG GS500-N Neck Massager",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 1,
+      "filename": "images/skg-neck-massager-gs500-n-01.jpg",
+      "url": "/product-library/skg/images/skg-neck-massager-gs500-n-01.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-neck-massager-gs500-n/gallery/01-1-e5f77c48-51d9-450a-84e9-7e6502df1f8d.jpg",
+      "white_score": 1.0,
+      "near_white_score": 1.0,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "skg-neck-massager-gs500-n-03",
+      "handle": "skg-neck-massager-gs500-n",
+      "title": "SKG GS500-N Neck Massager",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 3,
+      "filename": "images/skg-neck-massager-gs500-n-03.jpg",
+      "url": "/product-library/skg/images/skg-neck-massager-gs500-n-03.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-neck-massager-gs500-n/gallery/03-2-f27e8b0f-023d-43a2-b934-ed7a13cb54f6.jpg",
+      "white_score": 0.9942,
+      "near_white_score": 0.9975,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "skg-neck-massager-gs500-n-04",
+      "handle": "skg-neck-massager-gs500-n",
+      "title": "SKG GS500-N Neck Massager",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 4,
+      "filename": "images/skg-neck-massager-gs500-n-04.jpg",
+      "url": "/product-library/skg/images/skg-neck-massager-gs500-n-04.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-neck-massager-gs500-n/gallery/04-4-fe265164-3b78-4f45-b1b9-53c47f0db027.jpg",
+      "white_score": 0.9975,
+      "near_white_score": 0.9984,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "skg-neck-massager-gs500-n-05",
+      "handle": "skg-neck-massager-gs500-n",
+      "title": "SKG GS500-N Neck Massager",
+      "product_type": "Neck Massager",
+      "image_type": "gallery",
+      "image_index": 5,
+      "filename": "images/skg-neck-massager-gs500-n-05.jpg",
+      "url": "/product-library/skg/images/skg-neck-massager-gs500-n-05.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-neck-massager-gs500-n/gallery/05-5-d8c18f90-7376-431d-aa53-a24599db08b3.jpg",
+      "white_score": 0.9762,
+      "near_white_score": 0.9877,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Neck Massager"
+      ]
+    },
+    {
+      "id": "skg-vs500-back-and-neck-massager-01",
+      "handle": "skg-vs500-back-and-neck-massager",
+      "title": "SKG VS500 Back Massage Pillow",
+      "product_type": "Waist Massager",
+      "image_type": "gallery",
+      "image_index": 1,
+      "filename": "images/skg-vs500-back-and-neck-massager-01.jpg",
+      "url": "/product-library/skg/images/skg-vs500-back-and-neck-massager-01.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-vs500-back-and-neck-massager/gallery/01-120.png",
+      "white_score": 1.0,
+      "near_white_score": 1.0,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Waist Massager"
+      ]
+    },
+    {
+      "id": "skg-vs500-back-and-neck-massager-03",
+      "handle": "skg-vs500-back-and-neck-massager",
+      "title": "SKG VS500 Back Massage Pillow",
+      "product_type": "Waist Massager",
+      "image_type": "gallery",
+      "image_index": 3,
+      "filename": "images/skg-vs500-back-and-neck-massager-03.jpg",
+      "url": "/product-library/skg/images/skg-vs500-back-and-neck-massager-03.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-vs500-back-and-neck-massager/gallery/03-3-1.png",
+      "white_score": 1.0,
+      "near_white_score": 1.0,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Waist Massager"
+      ]
+    },
+    {
+      "id": "skg-w9-ultra-lower-back-massager-02",
+      "handle": "skg-w9-ultra-lower-back-massager",
+      "title": "SKG W9 Ultra Lower Back Massager",
+      "product_type": "WAIST MASSAGER",
+      "image_type": "gallery",
+      "image_index": 2,
+      "filename": "images/skg-w9-ultra-lower-back-massager-02.jpg",
+      "url": "/product-library/skg/images/skg-w9-ultra-lower-back-massager-02.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-w9-ultra-lower-back-massager/gallery/02-177250074092.png",
+      "white_score": 0.9597,
+      "near_white_score": 0.9605,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "WAIST MASSAGER"
+      ]
+    },
+    {
+      "id": "skg-w9-ultra-lower-back-massager-03",
+      "handle": "skg-w9-ultra-lower-back-massager",
+      "title": "SKG W9 Ultra Lower Back Massager",
+      "product_type": "WAIST MASSAGER",
+      "image_type": "gallery",
+      "image_index": 3,
+      "filename": "images/skg-w9-ultra-lower-back-massager-03.jpg",
+      "url": "/product-library/skg/images/skg-w9-ultra-lower-back-massager-03.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-w9-ultra-lower-back-massager/gallery/03-1772500736668.png",
+      "white_score": 0.9803,
+      "near_white_score": 0.9803,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "WAIST MASSAGER"
+      ]
+    },
+    {
+      "id": "skg-w9-ultra-lower-back-massager-04",
+      "handle": "skg-w9-ultra-lower-back-massager",
+      "title": "SKG W9 Ultra Lower Back Massager",
+      "product_type": "WAIST MASSAGER",
+      "image_type": "gallery",
+      "image_index": 4,
+      "filename": "images/skg-w9-ultra-lower-back-massager-04.jpg",
+      "url": "/product-library/skg/images/skg-w9-ultra-lower-back-massager-04.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/skg-w9-ultra-lower-back-massager/gallery/04-17725007288637.png",
+      "white_score": 0.9712,
+      "near_white_score": 0.9819,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "WAIST MASSAGER"
+      ]
+    },
+    {
+      "id": "skg-ys100-foot-massager-12",
+      "handle": "skg-ys100-foot-massager",
+      "title": "SKG YS100 Foot Massager",
+      "product_type": "",
+      "image_type": "gallery",
+      "image_index": 12,
+      "filename": "images/skg-ys100-foot-massager-12.jpg",
+      "url": "/product-library/skg/images/skg-ys100-foot-massager-12.jpg",
+      "width": 1600,
+      "height": 1154,
+      "source_path": "all_products/skg-ys100-foot-massager/gallery/12-2-a9933337-b122-4cfb-a4fa-1dc82a5d763d.png",
+      "white_score": 0.7862,
+      "near_white_score": 0.8133,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery"
+      ]
+    },
+    {
+      "id": "skg-ys100-foot-massager-black-2-0-02",
+      "handle": "skg-ys100-foot-massager-black-2-0",
+      "title": "SKG YS100 Foot Massager Black 2.0",
+      "product_type": "",
+      "image_type": "gallery",
+      "image_index": 2,
+      "filename": "images/skg-ys100-foot-massager-black-2-0-02.jpg",
+      "url": "/product-library/skg/images/skg-ys100-foot-massager-black-2-0-02.jpg",
+      "width": 1502,
+      "height": 1502,
+      "source_path": "all_products/skg-ys100-foot-massager-black-2-0/gallery/02-1-1-48e79179-3270-45d9-9903-e46c03c97e65.jpg",
+      "white_score": 0.8742,
+      "near_white_score": 0.8775,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery"
+      ]
+    },
+    {
+      "id": "w9-pro-waist-massager-01",
+      "handle": "w9-pro-waist-massager",
+      "title": "SKG W9 Pro Lower Back Massager",
+      "product_type": "Waist Massager",
+      "image_type": "gallery",
+      "image_index": 1,
+      "filename": "images/w9-pro-waist-massager-01.jpg",
+      "url": "/product-library/skg/images/w9-pro-waist-massager-01.jpg",
+      "width": 1800,
+      "height": 1800,
+      "source_path": "all_products/w9-pro-waist-massager/gallery/01-2-a06084ba-9c70-4f10-82b7-9612f818c61a.jpg",
+      "white_score": 0.9696,
+      "near_white_score": 0.9753,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Waist Massager"
+      ]
+    },
+    {
+      "id": "w9-pro-waist-massager-04",
+      "handle": "w9-pro-waist-massager",
+      "title": "SKG W9 Pro Lower Back Massager",
+      "product_type": "Waist Massager",
+      "image_type": "gallery",
+      "image_index": 4,
+      "filename": "images/w9-pro-waist-massager-04.jpg",
+      "url": "/product-library/skg/images/w9-pro-waist-massager-04.jpg",
+      "width": 1350,
+      "height": 1800,
+      "source_path": "all_products/w9-pro-waist-massager/gallery/04-1-47db56ea-162a-44fc-a9cf-6d44c79930b2.jpg",
+      "white_score": 0.866,
+      "near_white_score": 0.875,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Waist Massager"
+      ]
+    },
+    {
+      "id": "w9-pro-waist-massager-05",
+      "handle": "w9-pro-waist-massager",
+      "title": "SKG W9 Pro Lower Back Massager",
+      "product_type": "Waist Massager",
+      "image_type": "gallery",
+      "image_index": 5,
+      "filename": "images/w9-pro-waist-massager-05.jpg",
+      "url": "/product-library/skg/images/w9-pro-waist-massager-05.jpg",
+      "width": 1350,
+      "height": 1800,
+      "source_path": "all_products/w9-pro-waist-massager/gallery/05-2-daa222c5-f098-48cd-a50b-baac4a8c2f31.jpg",
+      "white_score": 0.9375,
+      "near_white_score": 0.9688,
+      "has_people": false,
+      "tags": [
+        "white-bg",
+        "gallery",
+        "Waist Massager"
+      ]
+    }
+  ]
+}

web/lib/api.ts

@@ -118,6 +118,28 @@ export async function uploadStoryboardAsset(jobId: string, file: File): Promise<
   return res.json()
 }
 
+export async function listProductLibrary(): Promise<ProductLibraryItem[]> {
+  const res = await fetch(`${API_BASE}/product-library/skg`)
+  if (!res.ok) {
+    const txt = await res.text().catch(() => "")
+    throw new Error(`listProductLibrary ${res.status} ${txt.slice(0, 300)}`)
+  }
+  return res.json()
+}
+
+export async function copyProductLibraryAsset(jobId: string, productId: string): Promise<ImageRef> {
+  const res = await fetch(`${API_BASE}/jobs/${jobId}/assets/product-library`, {
+    method: "POST",
+    headers: { "Content-Type": "application/json" },
+    body: JSON.stringify({ product_id: productId }),
+  })
+  if (!res.ok) {
+    const txt = await res.text().catch(() => "")
+    throw new Error(`copyProductLibraryAsset ${res.status} ${txt.slice(0, 300)}`)
+  }
+  return res.json()
+}
+
 export interface KeyFrame {
   index: number
   timestamp: number
@@ -180,6 +202,24 @@ export interface SubjectAsset {
   created_at: number
 }
 
+export interface ProductLibraryItem {
+  id: string
+  handle: string
+  title: string
+  product_type: string
+  image_type: string
+  image_index: number
+  filename: string
+  url: string
+  width: number
+  height: number
+  source_path: string
+  white_score: number
+  near_white_score: number
+  has_people: boolean
+  tags: string[]
+}
+
 export interface TranscriptSegment {
   index: number
   start: number