perf(接口2): 稳定混跑耗时至12s内 —— ComfyUI插队 + CLIP挪CPU + 提示词全局统一

问题：接口2 与接口3/5 乱序调用时耗时抖动（最差 15~22s）。两个根因：
1. GPU 24G 常驻 21.4G，Flux-2(3.9G) 无法完全驻留显存，每次采样动态换页，
   速度随空闲显存波动（2s~8s）；
2. ComfyUI 单队列 FIFO，接口2 排在接口3/5 批量任务后面。

改动：
- hairline/comfyui.py: run() 新增 front 参数，/prompt 带 "front": true 插队到队列最前；
  redraw.py 透传；service.py 接口2 三处调用（女重绘 + 男有/无遮罩）传 front=True，
  接口3/5 仍走普通队列。
- add_hair.json / 0716add-hair-api.json: 节点61 CLIPLoader device default→cpu。
  qwen CLIP(4G) 不再占显存（文本条件缓存常年命中），ComfyUI 显存 8.8G→4.5G，
  Flux-2 完全驻留，采样稳定 ~3-5s。代价：换 prompt 后首次请求 CPU 编码 ~11s（一次性）。
- 提示词全局统一为「填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜」：
  app.py 4处默认值、service.py _REDRAW_PROMPT、redraw.py _DEFAULT_PROMPT、
  4个工作流节点60内置文案、测试页(test_interface2/3/7/12/12_final)、local_test。
  任何两个不同 prompt 交替提交都会打爆 CLIP 编码缓存（--cache-classic 只存最近一次），
  之前测试页旧文案与服务端不一致导致交替测试每次 +11s。
- app.py: 接口7 /api/v1/hair/grow-v2 下线（业务弃用；add_hair2.json 的 Klein-9b
  会把常驻 Klein-4b 挤出显存）。保留 stub 返回 1007 明确报错，避免裸 404。

实测（1024 档）：接口2女 8.5~10s、接口2男 ~5s、接口3 ~7-10s，交替混跑无尖刺。

Co-authored-by: Cursor <cursoragent@cursor.com>

0716add-hair-api.json

@@ -1 +1,327 @@
-{"16": {"class_type": "UNETLoader", "inputs": {"unet_name": "flux-2-klein-4b-fp8.safetensors", "weight_dtype": "fp8_e4m3fn_fast"}}, "3": {"class_type": "VAELoader", "inputs": {"vae_name": "flux2-vae.safetensors"}}, "61": {"class_type": "CLIPLoader", "inputs": {"clip_name": "qwen_3_4b.safetensors", "type": "flux2", "device": "default"}}, "26": {"class_type": "LoadImage", "inputs": {"image": "placeholder.png"}}, "60": {"class_type": "JjkText", "inputs": {"text": "填充遮罩区域的头发，皮肤加一点磨皮"}}, "22": {"class_type": "CLIPTextEncode", "inputs": {"clip": ["61", 0], "text": ["60", 0]}}, "31": {"class_type": "easy imageSize", "inputs": {"image": ["26", 0]}}, "33": {"class_type": "Mask Fill Holes", "inputs": {"masks": ["26", 1]}}, "36": {"class_type": "Convert Masks to Images", "inputs": {"masks": ["33", 0]}}, "39": {"class_type": "ImageScale", "inputs": {"image": ["36", 0], "upscale_method": "nearest-exact", "width": ["31", 0], "height": ["31", 1], "crop": "disabled"}}, "37": {"class_type": "Image To Mask", "inputs": {"image": ["39", 0], "method": "intensity"}}, "32": {"class_type": "LayerUtility: ImageScaleByAspectRatio V2", "inputs": {"image": ["26", 0], "mask": ["37", 0], "aspect_ratio": "custom", "proportional_width": ["31", 0], "proportional_height": ["31", 1], "fit": "letterbox", "method": "lanczos", "round_to_multiple": "8", "scale_to_side": "None", "scale_to_length": 1024, "background_color": "#000000"}}, "44": {"class_type": "ImageAndMaskPreview", "inputs": {"image": ["32", 0], "mask": ["32", 1], "mask_opacity": 1, "mask_color": "FFFF00", "pass_through": true}}, "14": {"class_type": "GetImageSize+", "inputs": {"image": ["44", 0]}}, "13": {"class_type": "VAEEncode", "inputs": {"pixels": ["44", 0], "vae": ["3", 0]}}, "2": {"class_type": "ModelSamplingFlux", "inputs": {"model": ["16", 0], "max_shift": 1.15, "base_shift": 0.5, "width": ["14", 0], "height": ["14", 1]}}, "19": {"class_type": "FluxGuidance", "inputs": {"conditioning": ["22", 0], "guidance": 1}}, "5": {"class_type": "ReferenceLatent", "inputs": {"conditioning": ["19", 0], "latent": ["13", 0]}}, "7": {"class_type": "EmptySD3LatentImage", "inputs": {"width": ["14", 0], "height": ["14", 1], "batch_size": 1}}, "1": {"class_type": "BasicScheduler", "inputs": {"model": ["2", 0], "scheduler": "simple", "steps": 4, "denoise": 1}}, "20": {"class_type": "BasicGuider", "inputs": {"model": ["2", 0], "conditioning": ["5", 0]}}, "6": {"class_type": "RandomNoise", "inputs": {"noise_seed": 0}}, "8": {"class_type": "KSamplerSelect", "inputs": {"sampler_name": "euler"}}, "9": {"class_type": "SamplerCustomAdvanced", "inputs": {"noise": ["6", 0], "guider": ["20", 0], "sampler": ["8", 0], "sigmas": ["1", 0], "latent_image": ["7", 0]}}, "10": {"class_type": "VAEDecode", "inputs": {"samples": ["9", 0], "vae": ["3", 0]}}, "62": {"class_type": "ColorMatch", "inputs": {"image_ref": ["26", 0], "image_target": ["10", 0], "method": "mkl", "strength": 1, "multithread": true}}, "17": {"class_type": "SaveImage", "inputs": {"images": ["62", 0], "filename_prefix": "hair_inpaint"}}}
+{
+  "16": {
+    "class_type": "UNETLoader",
+    "inputs": {
+      "unet_name": "flux-2-klein-4b-fp8.safetensors",
+      "weight_dtype": "fp8_e4m3fn_fast"
+    }
+  },
+  "3": {
+    "class_type": "VAELoader",
+    "inputs": {
+      "vae_name": "flux2-vae.safetensors"
+    }
+  },
+  "61": {
+    "class_type": "CLIPLoader",
+    "inputs": {
+      "clip_name": "qwen_3_4b.safetensors",
+      "type": "flux2",
+      "device": "cpu"
+    }
+  },
+  "26": {
+    "class_type": "LoadImage",
+    "inputs": {
+      "image": "placeholder.png"
+    }
+  },
+  "60": {
+    "class_type": "JjkText",
+    "inputs": {
+      "text": "填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜"
+    }
+  },
+  "22": {
+    "class_type": "CLIPTextEncode",
+    "inputs": {
+      "clip": [
+        "61",
+        0
+      ],
+      "text": [
+        "60",
+        0
+      ]
+    }
+  },
+  "31": {
+    "class_type": "easy imageSize",
+    "inputs": {
+      "image": [
+        "26",
+        0
+      ]
+    }
+  },
+  "33": {
+    "class_type": "Mask Fill Holes",
+    "inputs": {
+      "masks": [
+        "26",
+        1
+      ]
+    }
+  },
+  "36": {
+    "class_type": "Convert Masks to Images",
+    "inputs": {
+      "masks": [
+        "33",
+        0
+      ]
+    }
+  },
+  "39": {
+    "class_type": "ImageScale",
+    "inputs": {
+      "image": [
+        "36",
+        0
+      ],
+      "upscale_method": "nearest-exact",
+      "width": [
+        "31",
+        0
+      ],
+      "height": [
+        "31",
+        1
+      ],
+      "crop": "disabled"
+    }
+  },
+  "37": {
+    "class_type": "Image To Mask",
+    "inputs": {
+      "image": [
+        "39",
+        0
+      ],
+      "method": "intensity"
+    }
+  },
+  "32": {
+    "class_type": "LayerUtility: ImageScaleByAspectRatio V2",
+    "inputs": {
+      "image": [
+        "26",
+        0
+      ],
+      "mask": [
+        "37",
+        0
+      ],
+      "aspect_ratio": "custom",
+      "proportional_width": [
+        "31",
+        0
+      ],
+      "proportional_height": [
+        "31",
+        1
+      ],
+      "fit": "letterbox",
+      "method": "lanczos",
+      "round_to_multiple": "8",
+      "scale_to_side": "None",
+      "scale_to_length": 1024,
+      "background_color": "#000000"
+    }
+  },
+  "44": {
+    "class_type": "ImageAndMaskPreview",
+    "inputs": {
+      "image": [
+        "32",
+        0
+      ],
+      "mask": [
+        "32",
+        1
+      ],
+      "mask_opacity": 1,
+      "mask_color": "FFFF00",
+      "pass_through": true
+    }
+  },
+  "14": {
+    "class_type": "GetImageSize+",
+    "inputs": {
+      "image": [
+        "44",
+        0
+      ]
+    }
+  },
+  "13": {
+    "class_type": "VAEEncode",
+    "inputs": {
+      "pixels": [
+        "44",
+        0
+      ],
+      "vae": [
+        "3",
+        0
+      ]
+    }
+  },
+  "2": {
+    "class_type": "ModelSamplingFlux",
+    "inputs": {
+      "model": [
+        "16",
+        0
+      ],
+      "max_shift": 1.15,
+      "base_shift": 0.5,
+      "width": [
+        "14",
+        0
+      ],
+      "height": [
+        "14",
+        1
+      ]
+    }
+  },
+  "19": {
+    "class_type": "FluxGuidance",
+    "inputs": {
+      "conditioning": [
+        "22",
+        0
+      ],
+      "guidance": 1
+    }
+  },
+  "5": {
+    "class_type": "ReferenceLatent",
+    "inputs": {
+      "conditioning": [
+        "19",
+        0
+      ],
+      "latent": [
+        "13",
+        0
+      ]
+    }
+  },
+  "7": {
+    "class_type": "EmptySD3LatentImage",
+    "inputs": {
+      "width": [
+        "14",
+        0
+      ],
+      "height": [
+        "14",
+        1
+      ],
+      "batch_size": 1
+    }
+  },
+  "1": {
+    "class_type": "BasicScheduler",
+    "inputs": {
+      "model": [
+        "2",
+        0
+      ],
+      "scheduler": "simple",
+      "steps": 4,
+      "denoise": 1
+    }
+  },
+  "20": {
+    "class_type": "BasicGuider",
+    "inputs": {
+      "model": [
+        "2",
+        0
+      ],
+      "conditioning": [
+        "5",
+        0
+      ]
+    }
+  },
+  "6": {
+    "class_type": "RandomNoise",
+    "inputs": {
+      "noise_seed": 0
+    }
+  },
+  "8": {
+    "class_type": "KSamplerSelect",
+    "inputs": {
+      "sampler_name": "euler"
+    }
+  },
+  "9": {
+    "class_type": "SamplerCustomAdvanced",
+    "inputs": {
+      "noise": [
+        "6",
+        0
+      ],
+      "guider": [
+        "20",
+        0
+      ],
+      "sampler": [
+        "8",
+        0
+      ],
+      "sigmas": [
+        "1",
+        0
+      ],
+      "latent_image": [
+        "7",
+        0
+      ]
+    }
+  },
+  "10": {
+    "class_type": "VAEDecode",
+    "inputs": {
+      "samples": [
+        "9",
+        0
+      ],
+      "vae": [
+        "3",
+        0
+      ]
+    }
+  },
+  "62": {
+    "class_type": "ColorMatch",
+    "inputs": {
+      "image_ref": [
+        "26",
+        0
+      ],
+      "image_target": [
+        "10",
+        0
+      ],
+      "method": "mkl",
+      "strength": 1,
+      "multithread": true
+    }
+  },
+  "17": {
+    "class_type": "SaveImage",
+    "inputs": {
+      "images": [
+        "62",
+        0
+      ],
+      "filename_prefix": "hair_inpaint"
+    }
+  }
+}

add_hair.json

@@ -1 +1,450 @@
-{"1": {"inputs": {"scheduler": "simple", "steps": 4, "denoise": 1, "model": ["2", 0]}, "class_type": "BasicScheduler", "_meta": {"title": "基本调度器"}}, "2": {"inputs": {"max_shift": 1.15, "base_shift": 0.5, "width": ["14", 0], "height": ["14", 1], "model": ["16", 0]}, "class_type": "ModelSamplingFlux", "_meta": {"title": "采样算法（Flux）"}}, "3": {"inputs": {"vae_name": "flux2-vae.safetensors"}, "class_type": "VAELoader", "_meta": {"title": "加载VAE"}}, "5": {"inputs": {"conditioning": ["19", 0], "latent": ["13", 0]}, "class_type": "ReferenceLatent", "_meta": {"title": "参考Latent"}}, "6": {"inputs": {"noise_seed": 217742615722421}, "class_type": "RandomNoise", "_meta": {"title": "随机噪波"}}, "7": {"inputs": {"width": ["14", 0], "height": ["14", 1], "batch_size": 1}, "class_type": "EmptySD3LatentImage", "_meta": {"title": "空Latent图像（SD3）"}}, "8": {"inputs": {"sampler_name": "euler"}, "class_type": "KSamplerSelect", "_meta": {"title": "K采样器选择"}}, "9": {"inputs": {"noise": ["6", 0], "guider": ["20", 0], "sampler": ["8", 0], "sigmas": ["1", 0], "latent_image": ["7", 0]}, "class_type": "SamplerCustomAdvanced", "_meta": {"title": "自定义采样器（高级）"}}, "10": {"inputs": {"samples": ["9", 0], "vae": ["3", 0]}, "class_type": "VAEDecode", "_meta": {"title": "VAE解码"}}, "13": {"inputs": {"pixels": ["44", 0], "vae": ["3", 0]}, "class_type": "VAEEncode", "_meta": {"title": "VAE编码"}}, "14": {"inputs": {"image": ["44", 0]}, "class_type": "GetImageSize+", "_meta": {"title": "🔧 Get Image Size"}}, "16": {"inputs": {"unet_name": "flux-2-klein-4b-fp8.safetensors", "weight_dtype": "fp8_e4m3fn_fast"}, "class_type": "UNETLoader", "_meta": {"title": "UNet加载器"}}, "17": {"inputs": {"filename_prefix": "ComfyUI", "images": ["62", 0]}, "class_type": "SaveImage", "_meta": {"title": "保存图像"}}, "19": {"inputs": {"guidance": 1, "conditioning": ["22", 0]}, "class_type": "FluxGuidance", "_meta": {"title": "Flux引导"}}, "20": {"inputs": {"model": ["2", 0], "conditioning": ["5", 0]}, "class_type": "BasicGuider", "_meta": {"title": "基本引导器"}}, "22": {"inputs": {"text": ["60", 0], "clip": ["61", 0]}, "class_type": "CLIPTextEncode", "_meta": {"title": "CLIP文本编码"}}, "26": {"inputs": {"image": "clipspace/clipspace-painted-masked-1781655058499.png [input]"}, "class_type": "LoadImage", "_meta": {"title": "加载图像"}}, "31": {"inputs": {"image": ["26", 0]}, "class_type": "easy imageSize", "_meta": {"title": "图像尺寸"}}, "32": {"inputs": {"aspect_ratio": "custom", "proportional_width": ["31", 0], "proportional_height": ["31", 1], "fit": "letterbox", "method": "lanczos", "round_to_multiple": "8", "scale_to_side": "None", "scale_to_length": 1024, "background_color": "#000000", "image": ["26", 0], "mask": ["37", 0]}, "class_type": "LayerUtility: ImageScaleByAspectRatio V2", "_meta": {"title": "LayerUtility: ImageScaleByAspectRatio V2"}}, "33": {"inputs": {"masks": ["26", 1]}, "class_type": "Mask Fill Holes", "_meta": {"title": "Mask Fill Holes"}}, "36": {"inputs": {"masks": ["33", 0]}, "class_type": "Convert Masks to Images", "_meta": {"title": "Convert Masks to Images"}}, "37": {"inputs": {"method": "intensity", "image": ["39", 0]}, "class_type": "Image To Mask", "_meta": {"title": "Image To Mask"}}, "39": {"inputs": {"upscale_method": "nearest-exact", "width": ["31", 0], "height": ["31", 1], "crop": "disabled", "image": ["36", 0]}, "class_type": "ImageScale", "_meta": {"title": "缩放图像"}}, "44": {"inputs": {"mask_opacity": 1, "mask_color": "FFFF00", "pass_through": true, "image": ["32", 0], "mask": ["32", 1]}, "class_type": "ImageAndMaskPreview", "_meta": {"title": "ImageAndMaskPreview"}}, "45": {"inputs": {"images": ["44", 0]}, "class_type": "PreviewImage", "_meta": {"title": "预览图像"}}, "53": {"inputs": {"rgthree_comparer": {"images": [{"name": "A", "selected": true, "url": "/api/view?filename=rgthree.compare._temp_zuixa_00119_.png&type=temp&subfolder=&rand=0.7926013627811991"}, {"name": "B", "selected": true, "url": "/api/view?filename=rgthree.compare._temp_zuixa_00120_.png&type=temp&subfolder=&rand=0.43692946883795813"}]}, "image_a": ["62", 0], "image_b": ["26", 0]}, "class_type": "Image Comparer (rgthree)", "_meta": {"title": "Image Comparer (rgthree)"}}, "60": {"inputs": {"text": "补充遮罩区补充遮罩区域内的头发，头发填满遮罩区域。发际线往下挡住额头"}, "class_type": "JjkText", "_meta": {"title": "Text"}}, "61": {"inputs": {"clip_name": "qwen_3_4b.safetensors", "type": "flux2", "device": "default"}, "class_type": "CLIPLoader", "_meta": {"title": "加载CLIP"}}, "62": {"inputs": {"method": "mkl", "strength": 1, "multithread": true, "image_ref": ["26", 0], "image_target": ["10", 0]}, "class_type": "ColorMatch", "_meta": {"title": "Color Match"}}}
+{
+  "1": {
+    "inputs": {
+      "scheduler": "simple",
+      "steps": 4,
+      "denoise": 1,
+      "model": [
+        "2",
+        0
+      ]
+    },
+    "class_type": "BasicScheduler",
+    "_meta": {
+      "title": "基本调度器"
+    }
+  },
+  "2": {
+    "inputs": {
+      "max_shift": 1.15,
+      "base_shift": 0.5,
+      "width": [
+        "14",
+        0
+      ],
+      "height": [
+        "14",
+        1
+      ],
+      "model": [
+        "16",
+        0
+      ]
+    },
+    "class_type": "ModelSamplingFlux",
+    "_meta": {
+      "title": "采样算法（Flux）"
+    }
+  },
+  "3": {
+    "inputs": {
+      "vae_name": "flux2-vae.safetensors"
+    },
+    "class_type": "VAELoader",
+    "_meta": {
+      "title": "加载VAE"
+    }
+  },
+  "5": {
+    "inputs": {
+      "conditioning": [
+        "19",
+        0
+      ],
+      "latent": [
+        "13",
+        0
+      ]
+    },
+    "class_type": "ReferenceLatent",
+    "_meta": {
+      "title": "参考Latent"
+    }
+  },
+  "6": {
+    "inputs": {
+      "noise_seed": 217742615722421
+    },
+    "class_type": "RandomNoise",
+    "_meta": {
+      "title": "随机噪波"
+    }
+  },
+  "7": {
+    "inputs": {
+      "width": [
+        "14",
+        0
+      ],
+      "height": [
+        "14",
+        1
+      ],
+      "batch_size": 1
+    },
+    "class_type": "EmptySD3LatentImage",
+    "_meta": {
+      "title": "空Latent图像（SD3）"
+    }
+  },
+  "8": {
+    "inputs": {
+      "sampler_name": "euler"
+    },
+    "class_type": "KSamplerSelect",
+    "_meta": {
+      "title": "K采样器选择"
+    }
+  },
+  "9": {
+    "inputs": {
+      "noise": [
+        "6",
+        0
+      ],
+      "guider": [
+        "20",
+        0
+      ],
+      "sampler": [
+        "8",
+        0
+      ],
+      "sigmas": [
+        "1",
+        0
+      ],
+      "latent_image": [
+        "7",
+        0
+      ]
+    },
+    "class_type": "SamplerCustomAdvanced",
+    "_meta": {
+      "title": "自定义采样器（高级）"
+    }
+  },
+  "10": {
+    "inputs": {
+      "samples": [
+        "9",
+        0
+      ],
+      "vae": [
+        "3",
+        0
+      ]
+    },
+    "class_type": "VAEDecode",
+    "_meta": {
+      "title": "VAE解码"
+    }
+  },
+  "13": {
+    "inputs": {
+      "pixels": [
+        "44",
+        0
+      ],
+      "vae": [
+        "3",
+        0
+      ]
+    },
+    "class_type": "VAEEncode",
+    "_meta": {
+      "title": "VAE编码"
+    }
+  },
+  "14": {
+    "inputs": {
+      "image": [
+        "44",
+        0
+      ]
+    },
+    "class_type": "GetImageSize+",
+    "_meta": {
+      "title": "🔧 Get Image Size"
+    }
+  },
+  "16": {
+    "inputs": {
+      "unet_name": "flux-2-klein-4b-fp8.safetensors",
+      "weight_dtype": "fp8_e4m3fn_fast"
+    },
+    "class_type": "UNETLoader",
+    "_meta": {
+      "title": "UNet加载器"
+    }
+  },
+  "17": {
+    "inputs": {
+      "filename_prefix": "ComfyUI",
+      "images": [
+        "62",
+        0
+      ]
+    },
+    "class_type": "SaveImage",
+    "_meta": {
+      "title": "保存图像"
+    }
+  },
+  "19": {
+    "inputs": {
+      "guidance": 1,
+      "conditioning": [
+        "22",
+        0
+      ]
+    },
+    "class_type": "FluxGuidance",
+    "_meta": {
+      "title": "Flux引导"
+    }
+  },
+  "20": {
+    "inputs": {
+      "model": [
+        "2",
+        0
+      ],
+      "conditioning": [
+        "5",
+        0
+      ]
+    },
+    "class_type": "BasicGuider",
+    "_meta": {
+      "title": "基本引导器"
+    }
+  },
+  "22": {
+    "inputs": {
+      "text": [
+        "60",
+        0
+      ],
+      "clip": [
+        "61",
+        0
+      ]
+    },
+    "class_type": "CLIPTextEncode",
+    "_meta": {
+      "title": "CLIP文本编码"
+    }
+  },
+  "26": {
+    "inputs": {
+      "image": "clipspace/clipspace-painted-masked-1781655058499.png [input]"
+    },
+    "class_type": "LoadImage",
+    "_meta": {
+      "title": "加载图像"
+    }
+  },
+  "31": {
+    "inputs": {
+      "image": [
+        "26",
+        0
+      ]
+    },
+    "class_type": "easy imageSize",
+    "_meta": {
+      "title": "图像尺寸"
+    }
+  },
+  "32": {
+    "inputs": {
+      "aspect_ratio": "custom",
+      "proportional_width": [
+        "31",
+        0
+      ],
+      "proportional_height": [
+        "31",
+        1
+      ],
+      "fit": "letterbox",
+      "method": "lanczos",
+      "round_to_multiple": "8",
+      "scale_to_side": "None",
+      "scale_to_length": 1024,
+      "background_color": "#000000",
+      "image": [
+        "26",
+        0
+      ],
+      "mask": [
+        "37",
+        0
+      ]
+    },
+    "class_type": "LayerUtility: ImageScaleByAspectRatio V2",
+    "_meta": {
+      "title": "LayerUtility: ImageScaleByAspectRatio V2"
+    }
+  },
+  "33": {
+    "inputs": {
+      "masks": [
+        "26",
+        1
+      ]
+    },
+    "class_type": "Mask Fill Holes",
+    "_meta": {
+      "title": "Mask Fill Holes"
+    }
+  },
+  "36": {
+    "inputs": {
+      "masks": [
+        "33",
+        0
+      ]
+    },
+    "class_type": "Convert Masks to Images",
+    "_meta": {
+      "title": "Convert Masks to Images"
+    }
+  },
+  "37": {
+    "inputs": {
+      "method": "intensity",
+      "image": [
+        "39",
+        0
+      ]
+    },
+    "class_type": "Image To Mask",
+    "_meta": {
+      "title": "Image To Mask"
+    }
+  },
+  "39": {
+    "inputs": {
+      "upscale_method": "nearest-exact",
+      "width": [
+        "31",
+        0
+      ],
+      "height": [
+        "31",
+        1
+      ],
+      "crop": "disabled",
+      "image": [
+        "36",
+        0
+      ]
+    },
+    "class_type": "ImageScale",
+    "_meta": {
+      "title": "缩放图像"
+    }
+  },
+  "44": {
+    "inputs": {
+      "mask_opacity": 1,
+      "mask_color": "FFFF00",
+      "pass_through": true,
+      "image": [
+        "32",
+        0
+      ],
+      "mask": [
+        "32",
+        1
+      ]
+    },
+    "class_type": "ImageAndMaskPreview",
+    "_meta": {
+      "title": "ImageAndMaskPreview"
+    }
+  },
+  "45": {
+    "inputs": {
+      "images": [
+        "44",
+        0
+      ]
+    },
+    "class_type": "PreviewImage",
+    "_meta": {
+      "title": "预览图像"
+    }
+  },
+  "53": {
+    "inputs": {
+      "rgthree_comparer": {
+        "images": [
+          {
+            "name": "A",
+            "selected": true,
+            "url": "/api/view?filename=rgthree.compare._temp_zuixa_00119_.png&type=temp&subfolder=&rand=0.7926013627811991"
+          },
+          {
+            "name": "B",
+            "selected": true,
+            "url": "/api/view?filename=rgthree.compare._temp_zuixa_00120_.png&type=temp&subfolder=&rand=0.43692946883795813"
+          }
+        ]
+      },
+      "image_a": [
+        "62",
+        0
+      ],
+      "image_b": [
+        "26",
+        0
+      ]
+    },
+    "class_type": "Image Comparer (rgthree)",
+    "_meta": {
+      "title": "Image Comparer (rgthree)"
+    }
+  },
+  "60": {
+    "inputs": {
+      "text": "填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜"
+    },
+    "class_type": "JjkText",
+    "_meta": {
+      "title": "Text"
+    }
+  },
+  "61": {
+    "inputs": {
+      "clip_name": "qwen_3_4b.safetensors",
+      "type": "flux2",
+      "device": "cpu"
+    },
+    "class_type": "CLIPLoader",
+    "_meta": {
+      "title": "加载CLIP"
+    }
+  },
+  "62": {
+    "inputs": {
+      "method": "mkl",
+      "strength": 1,
+      "multithread": true,
+      "image_ref": [
+        "26",
+        0
+      ],
+      "image_target": [
+        "10",
+        0
+      ]
+    },
+    "class_type": "ColorMatch",
+    "_meta": {
+      "title": "Color Match"
+    }
+  }
+}

app.py

@@ -757,7 +757,7 @@ async def hair_grow(
     hair_style: Optional[str] = Form(default=None, description="发型序号逗号分隔（必填），如 1,2,3。female:1-5 male:1-4"),
     beauty_enabled: bool = Form(default=False, description="是否开启美颜（本期不生效）"),
     use_mask: bool = Form(default=True, description="是否启用 inpaint 遮罩（测试对比用）。false 时用干净原图生成（空遮罩，不烧模板线）"),
-    prompt: str = Form(default="填充遮罩区域的头发，皮肤加一点磨皮", description="ComfyUI 提示词，会替换工作流节点60的文本"),
+    prompt: str = Form(default="填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜", description="ComfyUI 提示词，会替换工作流节点60的文本"),
 ):
     # 1. gender 必填校验（非法/缺失 → 1004）
     if gender not in ("male", "female"):
@@ -810,117 +810,15 @@ async def hair_grow(
 
 
 # ---------------------------------------------------------------------------
-# 接口 7：C 端生发 v2（add_hair2.json 工作流）
+# 接口 7：C 端生发 v2 —— 已弃用（add_hair2.json 用 Klein-9b 大模型，会把常驻的
+# Klein-4b/Flux 挤出显存，导致接口2/3/5 耗时抖动；且业务已不再调用）。
+# 保留路由返回明确错误，避免老客户端拿到裸 404。
 # ---------------------------------------------------------------------------
 
-_WORKFLOW2_PATH = os.path.join(os.path.dirname(__file__), "add_hair2.json")
+@app.post("/api/v1/hair/grow-v2", include_in_schema=False, deprecated=True)
-
+async def hair_grow_v2():
-
+    """接口7 已弃用：请改用 /api/v1/hair/grow（接口2）。"""
-@app.post(
+    return err(1007, "接口7（/api/v1/hair/grow-v2）已弃用，请使用 /api/v1/hair/grow")
-    "/api/v1/hair/grow-v2",
-    summary="接口7 C端生发 v2（add_hair2 工作流）",
-    tags=["生发"],
-    description=f"""
-输入用户正面照 + **性别** + **发型序号**，使用 add_hair2.json 工作流生成指定发际线类型的预览图与生发图。
-功能与接口2 完全一致，仅 ComfyUI 工作流不同。
-
-{_image_fields_desc}
-
-图片同时支持 `multipart/form-data` 文件上传（字段名 `image_file`）。
-
----
-
-- **gender**（必填）：`male` / `female`。决定返回的贴图集合（female 5 张 / male 4 张）。
-  非法或缺失返回 `1004`。
-- **hair_style**（必填）：`int`，发型序号。`female`：1=ellipse, 2=flower, 3=heart, 4=straight, 5=wave；
-  `male`：1=ellipse, 2=inverse_arc, 3=m, 4=straight。越界返回 `1007`。
-- **beauty_enabled**：本期保留但不生效。
-
-`hairline_type` 取值：`ellipse` / `flower` / `heart` / `straight` / `wave`（female），
-`ellipse` / `m` / `straight` / `inverse_arc`（male）。
-""",
-    responses={
-        200: {
-            "description": "成功",
-            "content": {
-                "application/json": {
-                    "example": {
-                        "code": 0,
-                        "message": "success",
-                        "request_id": "mock-request-id",
-                        "data": {
-                            "results": [
-                                {"image_base64": "iVBORw0KGgo...", "hairline_type": "ellipse", "order": 1},
-                            ]
-                        },
-                    }
-                }
-            },
-        },
-        400: {
-            "description": "参数错误 / 图片识别失败",
-            "content": {
-                "application/json": {
-                    "examples": {
-                        "图片参数错误": {"value": {"code": 1007, "message": "图片参数错误：必须且只能传 image_file / image_url / image_base64 其中一个", "request_id": "x", "data": None}},
-                        "非正面照": {"value": {"code": 1003, "message": "角度问题，请上传正面照", "request_id": "x", "data": None}},
-                    }
-                }
-            },
-        },
-    },
-)
-async def hair_grow_v2(
-    image_file: Optional[UploadFile] = File(default=None, description="上传图片文件（JPG/PNG）"),
-    image_url: Optional[str] = Form(default=None, description="图片 URL"),
-    image_base64: Optional[str] = Form(default=None, description="图片 base64（需带 data:image/...;base64, 前缀）"),
-    gender: Optional[str] = Form(default=None, description="性别 male/female（必填）"),
-    hair_style: Optional[str] = Form(default=None, description="发型序号逗号分隔（必填），如 1,2,3。female:1-5 male:1-4"),
-    beauty_enabled: bool = Form(default=False, description="是否开启美颜（本期不生效）"),
-    use_mask: bool = Form(default=True, description="是否启用 inpaint 遮罩（测试对比用）。false 时用干净原图生成（空遮罩，不烧模板线）"),
-    prompt: str = Form(default="填充遮罩区域的头发，皮肤加一点磨皮", description="ComfyUI 提示词，会替换工作流节点60的文本"),
-):
-    # 1. gender 必填校验（非法/缺失 → 1004）
-    if gender not in ("male", "female"):
-        return err(1004, "gender 必填且只能为 male / female")
-
-    # 2. hair_style 必填校验（解析逗号分隔，越界 → 1007）
-    max_styles = {"female": 5, "male": 4}[gender]
-    hair_styles = _parse_hair_styles(hair_style, max_styles)
-    if hair_styles is None:
-        return err(1007, f"hair_style 必填且为 1..{max_styles} 的整数（逗号分隔），收到 {hair_style!r}")
-
-    # 3. 三选一取图
-    raw, e = await resolve_image_bytes(image_file, image_url, image_base64)
-    if e is not None:
-        return e
-
-    image = cv2.imdecode(np.frombuffer(raw, np.uint8), cv2.IMREAD_COLOR)
-    if image is None:
-        return err(1008, "图片格式不支持（仅 JPG / PNG）")
-
-    try:
-        from fastapi.concurrency import run_in_threadpool
-        from hairline.service import generate_grow_results
-
-        # 预览 + 生发(ComfyUI) 都是阻塞且较慢，放线程池避免卡住事件循环
-        items = await run_in_threadpool(generate_grow_results, image, gender, use_mask, prompt, hair_styles, _WORKFLOW2_PATH)
-        if items is None:
-            return err(1001, "无法识别人像")
-
-        results = []
-        for p in items:
-            results.append({
-                "image_base64": _jpg_b64(p["image_bgr"]),               # 预览图 JPG
-                "grown_image_base64": (_png_to_jpg_b64(p["grown_png"])  # 生发图 JPG
-                                       if p["grown_png"] else None),
-                "hairline_type": p["hairline_type"],
-                "order": p["order"],
-            })
-        return ok({"results": results})
-    except Exception as ex:  # noqa: BLE001
-        logger.exception("接口7 处理异常")
-        return err(1007, f"处理失败：{ex}")
 
 
 # ---------------------------------------------------------------------------
@@ -970,7 +868,7 @@ async def hair_grow_b(
     marked_image_url: Optional[str] = Form(default=None, description="划线图片 URL"),
     marked_image_base64: Optional[str] = Form(default=None, description="划线图片 base64"),
     use_mask: bool = Form(default=True, description="是否画发际线（测试对比用）。false 时跳过划线检测、直接送划线图"),
-    prompt: str = Form(default="填充遮罩区域的头发，皮肤加一点磨皮", description="ComfyUI 提示词，会替换工作流节点60的文本"),
+    prompt: str = Form(default="填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜", description="ComfyUI 提示词，会替换工作流节点60的文本"),
 ):
     # 划线图三选一取图（只需这一张）
     marked_raw, e = await resolve_image_bytes(marked_image_file, marked_image_url, marked_image_base64)
@@ -1178,7 +1076,7 @@ async def hairline_generate(
     gender: Optional[str] = Form(default=None, description="性别 male/female（必填）"),
     hair_style: Optional[str] = Form(default=None, description="发型序号逗号分隔（必填，如 1,2,3）。female:1-5 male:1-4"),
     use_mask: bool = Form(default=True, description="生发是否启用 inpaint 遮罩（同接口2，测试对比用）"),
-    prompt: str = Form(default="填充遮罩区域的头发，皮肤加一点磨皮", description="ComfyUI 提示词（同接口2），会替换工作流节点60的文本"),
+    prompt: str = Form(default="填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜", description="ComfyUI 提示词（同接口2），会替换工作流节点60的文本"),
 ):
     if gender not in ("male", "female"):
         return err(1004, "gender 必填且只能为 male / female")
@@ -1570,7 +1468,7 @@ async def hairline_grow_v2(
     inpainting_fill: int = Form(default=1, description="change_hair服务端重绘填充：0=保留原图 | 1=噪声 | 2=纯色 | 3=潜变量。默认 1"),
     mask_blur: int = Form(default=11, description="change_hair服务端遮罩边缘模糊像素，默认 11"),
     mask_dilate_scale: float = Form(default=1.0, description="change_hair服务端遮罩膨胀缩放，默认 1.0"),
-    comfyui_prompt: Optional[str] = Form(default=None, description="Flux-2 重绘提示词，None 用默认「填充遮罩区域的头发，皮肤加一点磨皮」"),
+    comfyui_prompt: Optional[str] = Form(default=None, description="Flux-2 重绘提示词，None 用默认「填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜」"),
     beauty_alpha: float = Form(default=0.6, description="redraw_band 版 band 外的全脸美颜融入强度（0=band外无美颜纯用final，1≈整帧版），默认 0.6"),
     band_lo_mult: float = Form(default=0.5, description="重绘带外推倍率下限（相对 hairline_push_cm，内轮廓=0×、原外推线=1.0×），默认 0.5"),
     band_hi_mult: float = Form(default=1.5, description="重绘带外推倍率上限（相对 hairline_push_cm），默认 1.5"),
@@ -1736,7 +1634,7 @@ async def hairline_grow_v2_final_v2(
 async def api_redraw(
     image_file: UploadFile = File(..., description="人物图片（JPG/PNG）"),
     mask_file: UploadFile = File(..., description="遮罩图片（PNG，支持红/白/alpha 格式）"),
-    prompt: str = Form(default="填充遮罩区域的头发，皮肤加一点磨皮",
+    prompt: str = Form(default="填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜",
                        description="ComfyUI 提示词"),
 ):
     image_bytes = await image_file.read()

face_analysis/hairline_grow.py

@@ -1107,7 +1107,7 @@ def generate_hairline_redraw(image_bgr, hairline_id, is_hr=False, seg_model="seg
         "hairline_id": hairline_id,
         "blend_method": blend_method,
         "hairline_push_cm": round(float(hairline_push_cm), 2),
-        "comfyui_prompt": comfyui_prompt or "补充遮罩区域的头发，加一点美颜",
+        "comfyui_prompt": comfyui_prompt or "填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜",
         "beauty_alpha": beauty_alpha,
         "px_per_cm": round(float(px_per_cm), 4),
         "mask_pixels": mask_viz["mask_pixels"],

hair_repaint.json

@@ -410,7 +410,7 @@
   },
   "60": {
     "inputs": {
-      "text": "补充遮罩区域的头发，加一点美颜"
+      "text": "填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜"
     },
     "class_type": "JjkText",
     "_meta": {

hairline/comfyui.py

@@ -86,11 +86,13 @@ def _get_output_node(workflow_path: str | None = None) -> str:
 
 
 def run(rgba_png_bytes: bytes, timeout: float = COMFY_TIMEOUT, prompt: str = None,
-        workflow_path: str | None = None) -> bytes:
+        workflow_path: str | None = None, front: bool = False) -> bytes:
     """提交一次生发任务，返回输出 PNG 字节。失败抛异常。
 
     prompt：非 None 时替换工作流节点60(JjkText)的文本；None 时用工作流内置默认提示词。
     workflow_path：工作流 JSON 路径，None 则用默认 add_hair.json。
+    front：True 时任务插到 ComfyUI 队列最前（server 端 "front" 字段，队列号取负）。
+        接口2 对时延敏感用 True，避免排在接口3/5 的批量任务后面；其余接口保持 False。
     """
     path = workflow_path or _WORKFLOW_DEFAULT
     output_node = _get_output_node(path)
@@ -134,8 +136,11 @@ def run(rgba_png_bytes: bytes, timeout: float = COMFY_TIMEOUT, prompt: str = Non
         except Exception:  # noqa: BLE001
             pass
 
-        # 3. 提交
+        # 3. 提交（front=True 时插队到队列最前）
-        r = cli.post("/prompt", json={"prompt": wf, "client_id": client_id})
+        payload = {"prompt": wf, "client_id": client_id}
+        if front:
+            payload["front"] = True
+        r = cli.post("/prompt", json=payload)
         r.raise_for_status()
         prompt_id = r.json()["prompt_id"]
 

hairline/redraw.py

@@ -16,7 +16,7 @@ from . import comfyui
 
 logger = logging.getLogger("hair.worker")
 
-_DEFAULT_PROMPT = "填充遮罩区域的头发，皮肤加一点磨皮"
+_DEFAULT_PROMPT = "填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜"
 _REPO = os.path.dirname(os.path.dirname(__file__))
 _REPAINT_WORKFLOW = os.path.join(_REPO, "0716add-hair-api.json")
 
@@ -55,14 +55,16 @@ def _process_mask_to_rgba(image_bytes: bytes, mask_bytes: bytes) -> bytes:
 
 
 def run_redraw(image_bytes: bytes, mask_bytes: bytes,
-               prompt: str | None = None, timeout: float = 300.0) -> bytes:
+               prompt: str | None = None, timeout: float = 300.0,
+               front: bool = False) -> bytes:
     """直接调 ComfyUI 重绘 — 替代 local_test /api/generate。
 
     Args:
         image_bytes: 人物图片字节（JPG/PNG）
         mask_bytes: 遮罩图片字节（支持红/白/alpha 遮罩格式）
-        prompt: 提示词，None 用默认 "填充遮罩区域的头发，皮肤加一点磨皮"
+        prompt: 提示词，None 用默认 "填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜"
         timeout: ComfyUI 超时秒数
+        front: True 时任务插到 ComfyUI 队列最前（接口2 时延敏感路径用）
 
     Returns:
         重绘后的 PNG 图片字节
@@ -73,4 +75,4 @@ def run_redraw(image_bytes: bytes, mask_bytes: bytes,
     """
     rgba_png = _process_mask_to_rgba(image_bytes, mask_bytes)
     return comfyui.run(rgba_png, timeout=timeout, prompt=prompt,
-                       workflow_path=_REPAINT_WORKFLOW)
+                       workflow_path=_REPAINT_WORKFLOW, front=front)

hairline/service.py

@@ -46,7 +46,7 @@ _BLACK_TEXTURE_DIR = os.path.join(_REPO, "hairline_texture_black")
 # 关键：ComfyUI 单卡显存装不下 Flux(7.7G)+qwen CLIP(3.9G) 同驻，靠缓存 CLIP 文本条件避免重载。
 # prompt 不同会使缓存失效 → 重载 CLIP 并挤出 Flux（每次 +4s）。三接口用同一字符串即可全程命中。
 # 与 app.py 接口2/接口3 的默认 prompt 保持一致；可用 REDRAW_PROMPT 覆盖。
-_REDRAW_PROMPT = os.getenv("REDRAW_PROMPT", "填充遮罩区域的头发，皮肤加一点磨皮")
+_REDRAW_PROMPT = os.getenv("REDRAW_PROMPT", "填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜")
 
 # 接口2 女重绘整条管线（swapHair + ComfyUI）送模型前限边。真实照片常达 1257x1495：
 # 全分辨率 ComfyUI 重绘要 13~21s 且激活显存把模型挤出。女性路径含 swapHair(SD WebUI ~5.3s
@@ -77,8 +77,9 @@ def _call_local_redraw(image_png_bytes, mask_png_bytes, timeout=300.0):
             mask_png_bytes = cv2.imencode(".png", msk_s)[1].tobytes()
             logger.info("接口2女 缩图送 Comfy: %dx%d → %dx%d (max_side=%d)",
                         orig_w, orig_h, nw, nh, _REDRAW_MAX_SIDE)
+    # front=True：接口2 时延敏感，插到 ComfyUI 队列最前，避免排在接口3/5 的批量任务后面
     out = run_redraw(image_png_bytes, mask_png_bytes, timeout=timeout,
-                     prompt=_REDRAW_PROMPT)
+                     prompt=_REDRAW_PROMPT, front=True)
     if scale < 1.0 and out:
         out = _upscale_png_to(out, orig_w, orig_h)
     return out
@@ -233,7 +234,9 @@ def generate_grow_results(image_bgr: np.ndarray, gender: str, use_mask: bool = T
             img_s, msk_s, gsc = _prep_comfy_input(image_bgr, np.zeros((h, w), np.uint8))
             buf = io.BytesIO()
             compose_comfy_rgba(img_s, msk_s).save(buf, format="PNG", compress_level=1)
-            shared_grown = comfyui.run(buf.getvalue(), prompt=prompt, workflow_path=workflow_path)
+            # front=True：接口2 时延敏感，插到 ComfyUI 队列最前
+            shared_grown = comfyui.run(buf.getvalue(), prompt=prompt,
+                                       workflow_path=workflow_path, front=True)
             if gsc < 1.0 and shared_grown:
                 shared_grown = _upscale_png_to(shared_grown, w, h)
         except Exception as e:  # noqa: BLE001
@@ -256,7 +259,9 @@ def generate_grow_results(image_bgr: np.ndarray, gender: str, use_mask: bool = T
                 m_s, msk_s, gsc = _prep_comfy_input(marked, mask)
                 buf = io.BytesIO()
                 compose_comfy_rgba(m_s, msk_s).save(buf, format="PNG", compress_level=1)
-                grown_png = comfyui.run(buf.getvalue(), prompt=prompt, workflow_path=workflow_path)
+                # front=True：接口2 时延敏感，插到 ComfyUI 队列最前
+                grown_png = comfyui.run(buf.getvalue(), prompt=prompt,
+                                        workflow_path=workflow_path, front=True)
                 if gsc < 1.0 and grown_png:
                     grown_png = _upscale_png_to(grown_png, w, h)
             except Exception as e:  # noqa: BLE001  单张失败不拖垮整请求

local_test/app.py

@@ -206,7 +206,7 @@ def generate():
             return jsonify({"error": msg}), 400
         image_file = request.files["image"]
         mask_file = request.files["mask"]
-        prompt_text = request.form.get("prompt", "填充遮罩区域的头发，皮肤加一点磨皮")
+        prompt_text = request.form.get("prompt", "填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜")
         log.info(
             "收到请求: image=%s mask=%s prompt=%r",
             image_file.filename, mask_file.filename, prompt_text,

local_test/bench.py

@@ -27,7 +27,7 @@ def prep_and_upload():
 
 
 def run_once(fname, model, dtype, steps):
-    wf = A.build_workflow(fname, "填充遮罩区域的头发，皮肤加一点磨皮")
+    wf = A.build_workflow(fname, "填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜")
     wf["16"]["inputs"]["unet_name"] = model
     wf["16"]["inputs"]["weight_dtype"] = dtype
     wf["1"]["inputs"]["steps"] = steps

local_test/bench2.py

@@ -33,7 +33,7 @@ def upload(scale=1.0):
 
 
 def run(fname, steps):
-    wf = A.build_workflow(fname, "填充遮罩区域的头发，皮肤加一点磨皮")
+    wf = A.build_workflow(fname, "填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜")
     wf["16"]["inputs"]["unet_name"] = MODEL
     wf["16"]["inputs"]["weight_dtype"] = DTYPE
     wf["1"]["inputs"]["steps"] = steps

local_test/bench_quality.py

@@ -30,7 +30,7 @@ SEED = 123456789
 imgs = []
 labels = []
 for steps in [2, 3, 4, 6]:
-    wf = A.build_workflow(fname, "填充遮罩区域的头发，皮肤加一点磨皮", seed=SEED)
+    wf = A.build_workflow(fname, "填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜", seed=SEED)
     wf["16"]["inputs"]["unet_name"] = MODEL
     wf["16"]["inputs"]["weight_dtype"] = DTYPE
     wf["1"]["inputs"]["steps"] = steps

local_test/index.html

@@ -55,7 +55,7 @@ button { padding: 10px 24px; border: none; border-radius: 6px; cursor: pointer;
         </div>
         <div class="controls" style="margin-top:16px">
             <label>提示词:</label>
-            <input type="text" id="promptInput" value="填充遮罩区域的头发，皮肤加一点磨皮">
+            <input type="text" id="promptInput" value="填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜">
         </div>
         <div style="text-align:center; margin-top:16px">
             <button class="btn-generate" id="generateBtn" disabled>🚀 生成</button>

local_test/test_api.py

@@ -25,7 +25,7 @@ resp = requests.post(
         "image": ("original.jpg", img_data, "image/jpeg"),
         "mask": ("mask.png", mask_data, "image/png"),
     },
-    data={"prompt": "填充遮罩区域的头发，皮肤加一点磨皮"},
+    data={"prompt": "填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜"},
     timeout=600,
 )
 

static/test_interface12.html

@@ -69,7 +69,7 @@
     </div>
     <div class="upload-row" style="margin-top:10px">
       <label style="font-size:13px;font-weight:600;white-space:nowrap">重绘提示词</label>
-      <input type="text" id="localTestPrompt" value="填充遮罩区域的头发，皮肤加一点磨皮" style="flex:1;min-width:200px;padding:8px;border:1px solid #ddd;border-radius:8px">
+      <input type="text" id="localTestPrompt" value="填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜" style="flex:1;min-width:200px;padding:8px;border:1px solid #ddd;border-radius:8px">
     </div>
     <div class="upload-row" style="margin-top:10px">
       <label style="font-size:13px;font-weight:600;white-space:nowrap">X-Internal-Token</label>
@@ -354,7 +354,7 @@ function dataUriToBlob(dataUri) {
 
 async function runLocalRedraw() {
   if (!_finalDataUri || !_maskDataUri) { setStatus('缺少 final 或遮罩，请先生成', 'error'); return; }
-  const prompt = $('localTestPrompt').value.trim() || '填充遮罩区域的头发，皮肤加一点磨皮';
+  const prompt = $('localTestPrompt').value.trim() || '填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜';
   const btn = $('redrawBtn');
   btn.disabled = true; btn.textContent = '⏳ 重绘中...';
   flog('===== 调后端重绘 =====', 'info');

static/test_interface12_final.html

@@ -56,7 +56,7 @@
     </div>
     <div class="upload-row" style="margin-top:10px">
       <label style="font-size:13px;font-weight:600;white-space:nowrap">重绘提示词</label>
-      <input type="text" id="localTestPrompt" value="填充遮罩区域的头发，皮肤加一点磨皮" style="flex:1;min-width:200px;padding:8px;border:1px solid #ddd;border-radius:8px">
+      <input type="text" id="localTestPrompt" value="填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜" style="flex:1;min-width:200px;padding:8px;border:1px solid #ddd;border-radius:8px">
     </div>
     <div class="params">
       <div class="pf">
@@ -169,7 +169,7 @@ async function submitTest() {
 
 async function runLocalRedraw() {
   if (!_finalDataUri || !_maskDataUri) { setStatus('缺少 final 或遮罩，请先生成', 'error'); return; }
-  const prompt = $('localTestPrompt').value.trim() || '填充遮罩区域的头发，皮肤加一点磨皮';
+  const prompt = $('localTestPrompt').value.trim() || '填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜';
   const btn = $('redrawBtn');
   btn.disabled = true; btn.textContent = '⏳ 重绘中...';
 

static/test_interface2.html

@@ -107,7 +107,7 @@
       <div class="hint">JPG/PNG &nbsp;|&nbsp; 生发图生成较慢（数十秒~数分钟），请耐心等待</div>
       <div style="margin-top:10px;display:flex;align-items:center;gap:8px">
         <label style="font-size:13px;font-weight:600;color:#374151;white-space:nowrap">💬 提示词</label>
-        <input type="text" id="promptInput" value="补充遮罩区域的头发，加一点美颜" style="flex:1;padding:8px 12px;border:1px solid #d1d5db;border-radius:6px;font-size:13px;max-width:500px">
+        <input type="text" id="promptInput" value="填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜" style="flex:1;padding:8px 12px;border:1px solid #d1d5db;border-radius:6px;font-size:13px;max-width:500px">
       </div>
       <div id="statusBar" class="status hidden"></div>
     </div>

static/test_interface3.html

@@ -94,7 +94,7 @@
       </div>
       <div class="upload-group" style="margin-top:14px">
         <div class="label">💬 提示词（prompt）</div>
-        <input type="text" id="promptInput" value="补充遮罩区域的头发，加一点美颜" style="width:100%;padding:8px 12px;border:1px solid #d1d5db;border-radius:8px;font-size:14px;max-width:500px">
+        <input type="text" id="promptInput" value="填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜" style="width:100%;padding:8px 12px;border:1px solid #d1d5db;border-radius:8px;font-size:14px;max-width:500px">
       </div>
       <div style="margin-top:14px;display:flex;gap:12px;align-items:center">
         <button class="btn btn-primary" id="submitBtn" onclick="submitTest()">🚀 提交</button>

static/test_interface7.html

@@ -104,7 +104,7 @@
       <div class="hint">JPG/PNG &nbsp;|&nbsp; 生发图生成较慢（数十秒~数分钟），请耐心等待 &nbsp;|&nbsp; 工作流: add_hair2.json</div>
       <div style="margin-top:10px;display:flex;align-items:center;gap:8px">
         <label style="font-size:13px;font-weight:600;color:#374151;white-space:nowrap">💬 提示词</label>
-        <input type="text" id="promptInput" value="补充遮罩区域的头发，加一点美颜" style="flex:1;padding:8px 12px;border:1px solid #d1d5db;border-radius:6px;font-size:13px;max-width:500px">
+        <input type="text" id="promptInput" value="填充遮罩区域的头发，皮肤加一点磨皮，再加一点美颜" style="flex:1;padding:8px 12px;border:1px solid #d1d5db;border-radius:6px;font-size:13px;max-width:500px">
       </div>
       <div id="statusBar" class="status hidden"></div>
     </div>