✨ feat(analytics): 增强 MCP 数据解析兼容性

- 优化用户资料和笔记详情的数据提取逻辑，优先从 `raw["raw"]["content"]` 获取内容，并回退到 `raw["content"]`
- 在笔记详情解析中，增加从 `result["text"]` 提取文本的备用路径
- 在用户动态流解析中，优先从 `f["id"]` 获取笔记 ID，并增加无 ID 条目的日志警告

✨ feat(persona): 扩展人设池并集成视觉风格配置

- 新增“赛博AI虚拟博主”和“性感福利主播”人设及其对应的主题与关键词
- 在 `sd_service.py` 中新增 `PERSONA_SD_PROFILES` 字典，为每个人设定义视觉增强词、风格后缀和 LLM 绘图指导
- 新增 `get_persona_sd_profile` 函数，根据人设文本匹配对应的视觉配置

♻️ refactor(llm): 重构 SD 绘图提示词生成以支持人设

- 修改 `LLMService.get_sd_prompt_guide` 函数签名，新增 `persona` 参数
- 在生成的绘图指南中，根据匹配到的人设追加特定的视觉风格指导文本
- 针对“赛博AI虚拟博主”人设，调整反 AI 检测提示，允许使用高质量词汇和专业光效
- 更新所有调用 `get_sd_prompt_guide` 的地方（如文案生成函数），传入 `persona` 参数

♻️ refactor(sd): 重构文生图服务以支持人设视觉增强

- 修改 `SDService.txt2img` 函数签名，新增 `persona` 参数
- 在生成最终提示词时，注入人设特定的增强词（`prompt_boost`）和风格词（`prompt_style`）
- 在生成最终负面提示词时，追加人设特定的额外负面词（`negative_extra`）
- 增加人设视觉增强已注入的日志信息

🔧 chore(config): 更新默认人设配置

- 将 `config_manager.py` 中的默认 `persona` 从“身材管理健身美女”更新为“性感福利主播”

🔧 chore(main): 更新 UI 函数签名以传递人设参数

- 更新 `generate_images` 函数签名，新增 `persona_text` 参数，并在内部解析为人设对象
- 更新 `auto_publish_once` 和 `generate_to_queue` 函数中调用 `sd_svc.txt2img` 的地方，传入 `persona` 参数
- 更新 Gradio 界面中 `btn_gen_img` 的点击事件，将 `persona` 输入传递给 `generate_images` 函数

analytics_service.py

@@ -87,7 +87,14 @@ class AnalyticsService:
         raw = mcp_client.get_user_profile(user_id, xsec_token)
         text = ""
         if isinstance(raw, dict):
-            content_list = raw.get("content", [])
+            # _call_tool 返回 {"success": True, "text": "...", "raw": <mcp原始响应>}
+            # 优先从 raw["raw"]["content"] 提取，兼容直接 content
+            inner_raw = raw.get("raw", {})
+            content_list = []
+            if isinstance(inner_raw, dict):
+                content_list = inner_raw.get("content", [])
+            if not content_list:
+                content_list = raw.get("content", [])
             for item in content_list:
                 if isinstance(item, dict) and item.get("type") == "text":
                     text = item.get("text", "")
@@ -122,8 +129,10 @@ class AnalyticsService:
 
         for f in feeds:
             nc = f.get("noteCard") or {}
-            note_id = nc.get("noteId") or f.get("noteId", "")
+            # MCP 用户主页 feeds 中，笔记 ID 在 f["id"] 而非 nc["noteId"]
+            note_id = nc.get("noteId") or f.get("id", "") or f.get("noteId", "")
             if not note_id:
+                logger.warning("跳过无 ID 的笔记条目: keys=%s", list(f.keys()))
                 continue
 
             interact = nc.get("interactInfo") or {}
@@ -170,10 +179,19 @@ class AnalyticsService:
             result = mcp_client.get_feed_detail(note_id, xsec_token, load_all_comments=False)
             text = ""
             if isinstance(result, dict):
-                for item in result.get("content", []):
+                # 兼容 _call_tool 包装格式
+                inner_raw = result.get("raw", {})
+                content_list = []
+                if isinstance(inner_raw, dict):
+                    content_list = inner_raw.get("content", [])
+                if not content_list:
+                    content_list = result.get("content", [])
+                for item in content_list:
                     if isinstance(item, dict) and item.get("type") == "text":
                         text = item.get("text", "")
                         break
+                if not text:
+                    text = result.get("text", "")
             if text:
                 data = None
                 try:

config_manager.py

@@ -17,7 +17,7 @@ DEFAULT_CONFIG = {
     "sd_url": "http://127.0.0.1:7860",
     "mcp_url": "http://localhost:18060/mcp",
     "model": "gpt-3.5-turbo",
-    "persona": "身材管理健身美女，热爱分享好身材秘诀和穿搭显身材技巧",
+    "persona": "性感福利主播，身材火辣衣着大胆，专注分享穿衣显身材和私房写真风穿搭",
     "auto_reply_enabled": False,
     "schedule_enabled": False,
     "my_user_id": "",

llm_service.py

@@ -289,9 +289,9 @@ class LLMService:
         self.model = model
 
     @staticmethod
-    def get_sd_prompt_guide(sd_model_name: str = None) -> str:
+    def get_sd_prompt_guide(sd_model_name: str = None, persona: str = None) -> str:
-        """根据当前 SD 模型生成 LLM 使用的绘图 Prompt 指南（含反 AI 检测指导）"""
+        """根据当前 SD 模型 + 人设 生成 LLM 使用的绘图 Prompt 指南（含反 AI 检测指导 + 人设视觉风格）"""
-        from sd_service import SD_MODEL_PROFILES, detect_model_profile
+        from sd_service import SD_MODEL_PROFILES, detect_model_profile, get_persona_sd_profile
 
         key = detect_model_profile(sd_model_name) if sd_model_name else "juggernautXL"
         profile = SD_MODEL_PROFILES.get(key, SD_MODEL_PROFILES["juggernautXL"])
@@ -309,8 +309,22 @@ class LLMService:
             "- 模拟手机拍照特征：phone camera, slightly overexposed, casual angle, not centered\n"
         )
 
+        # 人设视觉风格指导 (追加于末尾)
+        persona_guide = ""
+        persona_sd = get_persona_sd_profile(persona) if persona else None
+        if persona_sd and persona_sd.get("llm_guide"):
+            persona_guide = persona_sd["llm_guide"]
+            # 赛博AI虚拟博主不需要反AI检测（大方承认是AI）
+            if "赛博AI虚拟博主" in (persona or ""):
+                anti_detect_tips = (
+                    "\n\n【注意 - 本人设无需反AI检测】该博主大方承认是AI生成，不需要伪装真实感。\n"
+                    "- 尽情使用 perfect, flawless, ultra detailed 等高质量词\n"
+                    "- 追求视觉震撼和极致精致，不需要模拟手机拍照\n"
+                    "- 可以使用 studio lighting, dramatic lighting, cinematic 等专业光效词\n"
+                )
+
         if key == "majicmixRealistic":
-            return (
+            base = (
                 f"生成 Stable Diffusion 英文提示词，当前使用模型: {display} ({desc})\n"
                 "该模型擅长东亚网红/朋友圈自拍风格，请按以下规则生成 sd_prompt：\n"
                 "- 人物要求（最重要！）：必须是东亚面孔中国人\n"
@@ -320,10 +334,9 @@ class LLMService:
                 "- 非常适合：自拍、穿搭展示、美妆效果、生活日常、闺蜜合照风格\n"
                 "- 画面要有「朋友圈精选照片」的感觉，自然不做作\n"
                 "- 用英文逗号分隔"
-                + anti_detect_tips
             )
         elif key == "realisticVision":
-            return (
+            base = (
                 f"生成 Stable Diffusion 英文提示词，当前使用模型: {display} ({desc})\n"
                 "该模型擅长写实纪实摄影风格，请按以下规则生成 sd_prompt：\n"
                 "- 人物要求（最重要！）：必须是东亚面孔中国人\n"
@@ -334,10 +347,9 @@ class LLMService:
                 "- 非常适合：街拍、纪实风、旅行照、真实场景、有故事感的画面\n"
                 "- 画面要有「专业摄影师抓拍」的质感，保留真实皮肤纹理\n"
                 "- 用英文逗号分隔"
-                + anti_detect_tips
             )
         else:  # juggernautXL (SDXL)
-            return (
+            base = (
                 f"生成 Stable Diffusion 英文提示词，当前使用模型: {display} ({desc})\n"
                 "该模型为 SDXL 架构，擅长电影级大片质感，请按以下规则生成 sd_prompt：\n"
                 "- 人物要求（最重要！）：必须是东亚面孔中国人，绝对禁止西方人特征\n"
@@ -348,9 +360,10 @@ class LLMService:
                 "- 非常适合：商业摄影、时尚大片、复杂光影场景、杂志封面风格\n"
                 "- 画面要有「电影画面/杂志大片」的高级感\n"
                 "- 用英文逗号分隔"
-                + anti_detect_tips
             )
 
+        return base + anti_detect_tips + persona_guide
+
     def _chat(self, system_prompt: str, user_message: str,
               json_mode: bool = True, temperature: float = 0.8) -> str:
         """底层聊天接口（含空返回检测、json_mode 回退、模型降级）"""
@@ -526,7 +539,7 @@ class LLMService:
 
     def generate_copy(self, topic: str, style: str, sd_model_name: str = None, persona: str = None) -> dict:
         """生成小红书文案（含重试逻辑，自动适配SD模型，支持人设）"""
-        sd_guide = self.get_sd_prompt_guide(sd_model_name)
+        sd_guide = self.get_sd_prompt_guide(sd_model_name, persona=persona)
         system_prompt = PROMPT_COPYWRITING.format(sd_prompt_guide=sd_guide)
         user_msg = f"主题：{topic}\n风格：{style}"
         if persona:
@@ -569,7 +582,7 @@ class LLMService:
     def generate_copy_with_reference(self, topic: str, style: str,
                                      reference_notes: str, sd_model_name: str = None, persona: str = None) -> dict:
         """参考热门笔记生成文案（含重试逻辑，自动适配SD模型，支持人设）"""
-        sd_guide = self.get_sd_prompt_guide(sd_model_name)
+        sd_guide = self.get_sd_prompt_guide(sd_model_name, persona=persona)
         prompt = PROMPT_COPY_WITH_REFERENCE.format(
             reference_notes=reference_notes, topic=topic, style=style,
             sd_prompt_guide=sd_guide,
@@ -858,7 +871,7 @@ class LLMService:
                                weight_insights: str, title_advice: str,
                                hot_tags: str, sd_model_name: str = None, persona: str = None) -> dict:
         """基于权重学习生成高互动潜力的文案（自动适配SD模型，支持人设）"""
-        sd_guide = self.get_sd_prompt_guide(sd_model_name)
+        sd_guide = self.get_sd_prompt_guide(sd_model_name, persona=persona)
         prompt = PROMPT_WEIGHTED_COPYWRITING.format(
             weight_insights=weight_insights,
             title_advice=title_advice,

main.py

@@ -331,8 +331,8 @@ def generate_copy(model, topic, style, sd_model_name, persona_text):
         return "", "", "", "", f"❌ 生成失败: {e}"
 
 
-def generate_images(sd_url, prompt, neg_prompt, model, steps, cfg_scale, face_swap_on, face_img, quality_mode):
+def generate_images(sd_url, prompt, neg_prompt, model, steps, cfg_scale, face_swap_on, face_img, quality_mode, persona_text=None):
-    """生成图片（可选 ReActor 换脸，支持质量模式预设）"""
+    """生成图片（可选 ReActor 换脸，支持质量模式预设，支持人设视觉优化）"""
     if not model:
         return None, [], "❌ 未选择 SD 模型"
     try:
@@ -363,6 +363,7 @@ def generate_images(sd_url, prompt, neg_prompt, model, steps, cfg_scale, face_sw
             else:
                 logger.warning("换脸已启用但未找到有效头像")
 
+        persona = _resolve_persona(persona_text) if persona_text else None
         images = svc.txt2img(
             prompt=prompt,
             negative_prompt=neg_prompt,
@@ -371,6 +372,7 @@ def generate_images(sd_url, prompt, neg_prompt, model, steps, cfg_scale, face_sw
             cfg_scale=float(cfg_scale),
             face_image=face_image,
             quality_mode=quality_mode,
+            persona=persona,
         )
         preset = get_sd_preset(quality_mode)
         swap_hint = " (已换脸)" if face_image else ""
@@ -1080,6 +1082,8 @@ def _get_stats_summary() -> str:
 
 # ================= 人设池 =================
 DEFAULT_PERSONAS = [
+    "赛博AI虚拟博主，住在2077年的数码女孩，用AI生成高颜值写真和全球场景打卡，与粉丝超高频互动",
+    "性感福利主播，身材火辣衣着大胆，专注分享穿衣显身材和私房写真风穿搭",
     "身材管理健身美女，热爱分享好身材秘诀和穿搭显身材技巧",
     "温柔知性的时尚博主，喜欢分享日常穿搭和生活美学",
     "元气满满的大学生，热爱探店和平价好物分享",
@@ -1114,6 +1118,20 @@ RANDOM_PERSONA_LABEL = "🎲 随机人设（每次自动切换）"
 # 每个人设对应一组相符的评论关键词和主题，切换人设时自动同步
 
 PERSONA_POOL_MAP = {
+    # ---- 性感福利类 ----
+    "性感福利主播": {
+        "topics": [
+            "辣妹穿搭", "内衣测评", "比基尼穿搭", "私房写真风穿搭", "吊带裙穿搭",
+            "低胸穿搭", "紧身连衣裙", "蕾丝穿搭", "泳衣测评", "居家睡衣穿搭",
+            "露背装穿搭", "热裤穿搭", "性感御姐穿搭", "渔网袜穿搭", "包臀裙穿搭",
+            "锁骨链饰品", "身材展示", "好身材日常", "氛围感私房照", "海边度假穿搭",
+        ],
+        "keywords": [
+            "辣妹", "性感穿搭", "内衣", "比基尼", "吊带", "低胸",
+            "紧身", "蕾丝", "泳衣", "睡衣", "露背", "热裤",
+            "御姐", "好身材", "包臀裙", "身材展示", "私房", "氛围感",
+        ],
+    },
     # ---- 身材管理类 ----
     "身材管理健身美女": {
         "topics": [
@@ -1404,6 +1422,20 @@ PERSONA_POOL_MAP = {
             "装修", "灯光", "绿植", "北欧", "ins风", "布置",
         ],
     },
+    # ---- 赛博/AI 虚拟博主类 ----
+    "赛博AI虚拟博主": {
+        "topics": [
+            "AI女孩日常", "虚拟人物写真", "AI生成美女", "赛博朴克穿搭", "未来风穿搭",
+            "全球场景打卡", "巴黎打卡写真", "东京街头拍照", "外太空写真", "古风仙侠写真",
+            "AI换装挑战", "粉丝许愿穿搭", "二次元风格写真", "女仆装写真", "护士制服写真",
+            "校园制服写真", "婚纱写真", "水下写真", "AI绘画教程", "虚拟人物背后故事",
+        ],
+        "keywords": [
+            "AI女孩", "AI美女", "虚拟人物", "赛博朴克", "AI绘画", "AI写真",
+            "数码女孩", "2077", "未来风", "场景切换", "换装挑战", "粉丝许愿",
+            "高颜值", "特写", "全球打卡", "制服写真", "AI创作", "互动",
+        ],
+    },
 }
 
 # 为"随机人设"使用的全量池（兼容旧逻辑）
@@ -2077,7 +2109,8 @@ def auto_publish_once(topics_str, mcp_url, sd_url_val, sd_model_name, model, per
                 _auto_log_append("⚠️ 换脸已启用但未找到头像，跳过换脸")
         images = sd_svc.txt2img(prompt=sd_prompt, model=sd_model_name,
                                face_image=face_image,
-                               quality_mode=quality_mode_val or "快速 (约30秒)")
+                               quality_mode=quality_mode_val or "快速 (约30秒)",
+                               persona=persona)
         if not images:
             _record_error()
             return "❌ 图片生成失败：没有返回图片"
@@ -2210,7 +2243,8 @@ def generate_to_queue(topics_str, sd_url_val, sd_model_name, model, persona_text
                     face_image = SDService.load_face_image()
                 images = sd_svc.txt2img(prompt=sd_prompt, model=sd_model_name,
                                         face_image=face_image,
-                                        quality_mode=quality_mode_val or "快速 (约30秒)")
+                                        quality_mode=quality_mode_val or "快速 (约30秒)",
+                                        persona=persona)
                 if not images:
                     _auto_log_append(f"⚠️ 第 {i+1} 篇图片生成失败，跳过")
                     continue
@@ -3873,7 +3907,7 @@ with gr.Blocks(
     btn_gen_img.click(
         fn=generate_images,
         inputs=[sd_url, res_prompt, neg_prompt, sd_model, steps, cfg_scale,
-                face_swap_toggle, face_image_preview, quality_mode],
+                face_swap_toggle, face_image_preview, quality_mode, persona],
         outputs=[gallery, state_images, status_bar],
     )
 

sd_service.py

@@ -202,6 +202,236 @@ SD_MODEL_PROFILES = {
     },
 }
 
+# ==================== 人设 SD 视觉配置 ====================
+# 每个人设对应一组 SD prompt 增强词 + 视觉风格 + LLM 绘图指导
+# key 匹配规则: persona 文本中包含 key 即命中
+
+PERSONA_SD_PROFILES = {
+    # ---- 赛博AI虚拟博主 ----
+    "赛博AI虚拟博主": {
+        # 追加到 SD prompt 前面的人设特有增强词
+        "prompt_boost": (
+            "(perfect face:1.3), (extremely detailed face:1.3), (beautiful detailed eyes:1.3), "
+            "(flawless skin:1.2), (ultra high resolution face:1.2), (glossy lips:1.1), "
+        ),
+        # 追加到 SD prompt 后面的风格词
+        "prompt_style": (
+            ", cinematic portrait, fashion editorial, vibrant colors, "
+            "dramatic lighting, creative background, fantasy environment, "
+            "instagram influencer, trending on artstation"
+        ),
+        # 额外追加到负面提示词
+        "negative_extra": "",
+        # LLM 绘图指导 (追加到 sd_prompt_guide)
+        "llm_guide": (
+            "\n\n【人设视觉风格 - 赛博AI虚拟博主】\n"
+            "你在为一个大方承认自己是AI的虚拟博主生成图片，主打高颜值+场景奇观：\n"
+            "- 五官极致精致：重点描述 detailed eyes, long eyelashes, glossy lips, perfect skin\n"
+            "- 场景大胆奇幻：巴黎埃菲尔铁塔前、东京霓虹街头、赛博朋克城市、外太空空间站、水下宫殿、樱花隧道等\n"
+            "- 光效华丽：neon lights, cyberpunk glow, holographic, lens flare, volumetric fog\n"
+            "- 穿搭多变：可大胆使用 futuristic outfit, holographic dress, cyberpunk jacket, maid outfit, school uniform, wedding dress 等\n"
+            "- 构图要有视觉冲击力：close-up portrait, dynamic angle, full body shot, looking at viewer\n"
+            "- 整体风格：超现实+高颜值，不需要追求真实感，要追求视觉震撼\n"
+        ),
+    },
+    # ---- 性感福利主播 ----
+    "性感福利主播": {
+        "prompt_boost": (
+            "(beautiful detailed face:1.3), (seductive eyes:1.2), (glossy lips:1.2), "
+            "(perfect body proportions:1.2), (slim waist:1.2), (long legs:1.2), "
+            "(glamour photography:1.3), "
+        ),
+        "prompt_style": (
+            ", soft glamour lighting, beauty retouching, "
+            "intimate atmosphere, warm golden tones, shallow depth of field, "
+            "boudoir style, sensual but tasteful, fashion model pose"
+        ),
+        "negative_extra": "",
+        "llm_guide": (
+            "\n\n【人设视觉风格 - 性感福利主播】\n"
+            "为一个身材曼妙的时尚博主生成图片，主打身材美感+氛围感：\n"
+            "- 身材描述：slim waist, long legs, perfect figure, hourglass body, graceful pose\n"
+            "- 穿搭关键：lingerie, bikini, bodycon dress, off-shoulder, backless dress, lace, sheer fabric\n"
+            "- 光线氛围：soft warm lighting, golden hour, window light, candle light, intimate mood\n"
+            "- 场景选择：bedroom, luxury hotel, swimming pool, beach sunset, mirror selfie\n"
+            "- 构图要点：full body or three-quarter shot, emphasize curves, elegant pose, looking at viewer\n"
+            "- 整体风格：glamour photography，魅力但有品位，不要低俗\n"
+        ),
+    },
+    # ---- 身材管理健身美女 ----
+    "身材管理健身美女": {
+        "prompt_boost": (
+            "(fit body:1.3), (athletic physique:1.2), (toned muscles:1.2), "
+            "(healthy glow:1.2), (confident pose:1.2), "
+        ),
+        "prompt_style": (
+            ", fitness photography, gym environment, athletic wear, "
+            "dynamic pose, energetic mood, healthy lifestyle, "
+            "motivational, natural sweat, workout aesthetic"
+        ),
+        "negative_extra": "",
+        "llm_guide": (
+            "\n\n【人设视觉风格 - 身材管理健身美女】\n"
+            "为一个健身达人生成图片，主打健康美+运动感：\n"
+            "- 身材描述：fit body, toned abs, lean muscles, athletic build, healthy skin\n"
+            "- 穿搭关键：sports bra, yoga pants, running outfit, gym wear, crop top\n"
+            "- 场景选择：gym, yoga studio, outdoor running, home workout, mirror selfie at gym\n"
+            "- 动作姿势：workout pose, stretching, running, yoga pose, flexing, plank\n"
+            "- 光线：gym lighting, natural daylight, morning sun, energetic bright tones\n"
+            "- 整体风格：充满活力的运动健身风，展现自律和力量美\n"
+        ),
+    },
+    # ---- 温柔知性的时尚博主 ----
+    "温柔知性时尚博主": {
+        "prompt_boost": (
+            "(elegant:1.2), (gentle expression:1.2), (sophisticated:1.2), "
+            "(fashion forward:1.2), (graceful:1.1), "
+        ),
+        "prompt_style": (
+            ", fashion editorial, street style photography, "
+            "chic outfit, elegant pose, soft natural tones, "
+            "magazine cover quality, lifestyle photography"
+        ),
+        "negative_extra": "",
+        "llm_guide": (
+            "\n\n【人设视觉风格 - 温柔知性时尚博主】\n"
+            "为一个知性优雅的时尚博主生成图片，主打高级感穿搭：\n"
+            "- 气质描述：elegant, gentle smile, sophisticated, poised, graceful\n"
+            "- 穿搭关键：french style, minimalist outfit, trench coat, silk blouse, midi skirt, neutral colors\n"
+            "- 场景选择：cafe, art gallery, tree-lined street, bookstore, european architecture\n"
+            "- 构图：three-quarter shot, walking pose, looking away candidly, holding coffee\n"
+            "- 色调：warm neutral tones, soft creamy, muted colors, film aesthetic\n"
+            "- 整体风格：法式优雅+知性温柔，像时尚杂志的生活方式大片\n"
+        ),
+    },
+    # ---- 文艺青年摄影师 ----
+    "文艺青年摄影师": {
+        "prompt_boost": (
+            "(artistic:1.2), (moody atmosphere:1.2), (film grain:1.2), "
+            "(vintage tones:1.1), "
+        ),
+        "prompt_style": (
+            ", film photography, 35mm film, kodak portra 400, "
+            "vintage color grading, indie aesthetic, dreamy atmosphere, "
+            "golden hour, nostalgic mood"
+        ),
+        "negative_extra": "",
+        "llm_guide": (
+            "\n\n【人设视觉风格 - 文艺青年摄影师】\n"
+            "为文艺摄影师生成图片，主打胶片感+故事性：\n"
+            "- 风格关键：film grain, vintage tones, kodak portra, dreamy, nostalgic\n"
+            "- 场景选择：old streets, abandoned places, cafe corner, train station, seaside, flower field\n"
+            "- 光线：golden hour, window light, overcast soft light, dappled sunlight\n"
+            "- 构图：off-center composition, back view, silhouette, reflection\n"
+            "- 色调：warm vintage, faded colors, low contrast, film color grading\n"
+            "- 整体风格：独立电影画面感，有故事性的文艺氛围\n"
+        ),
+    },
+    # ---- 二次元coser ----
+    "二次元coser": {
+        "prompt_boost": (
+            "(cosplay:1.3), (detailed costume:1.2), (colorful:1.2), "
+            "(anime inspired:1.1), (vibrant:1.2), "
+        ),
+        "prompt_style": (
+            ", cosplay photography, anime convention, colorful costume, "
+            "dynamic pose, vibrant colors, fantasy setting, "
+            "dramatic lighting, character portrayal"
+        ),
+        "negative_extra": "",
+        "llm_guide": (
+            "\n\n【人设视觉风格 - 二次元coser】\n"
+            "为cos博主生成图片，主打二次元还原+视觉冲击：\n"
+            "- 风格关键：cosplay, detailed costume, colorful wig, contact lenses, anime style\n"
+            "- 场景选择：anime convention, fantasy landscape, school rooftop, cherry blossoms, studio backdrop\n"
+            "- 动作姿势：character pose, dynamic action, cute pose, peace sign, holding prop\n"
+            "- 光效：colored lighting, rim light, sparkle effects, dramatic shadows\n"
+            "- 色调：vibrant saturated, anime color palette, high contrast\n"
+            "- 整体风格：真人cos感，兼具二次元的鲜艳感和真实摄影的质感\n"
+        ),
+    },
+    # ---- 汉服爱好者 ----
+    "汉服爱好者": {
+        "prompt_boost": (
+            "(traditional chinese dress:1.3), (hanfu:1.3), (chinese aesthetic:1.2), "
+            "(elegant traditional:1.2), (delicate accessories:1.1), "
+        ),
+        "prompt_style": (
+            ", traditional chinese photography, han dynasty style, "
+            "ink painting aesthetic, bamboo forest, ancient architecture, "
+            "flowing silk fabric, classical beauty, ethereal atmosphere"
+        ),
+        "negative_extra": "",
+        "llm_guide": (
+            "\n\n【人设视觉风格 - 汉服爱好者】\n"
+            "为国风汉服博主生成图片，主打古典美+中国风：\n"
+            "- 服饰描述：hanfu, flowing silk robes, wide sleeves, hair accessories, jade earrings, fan\n"
+            "- 场景选择：bamboo forest, ancient temple, moon gate, lotus pond, plum blossom, mountain mist\n"
+            "- 光线：soft diffused light, misty atmosphere, morning fog, moonlight, lantern glow\n"
+            "- 构图：full body flowing fabric, profile view, looking down gently, holding umbrella\n"
+            "- 色调：muted earth tones, ink wash style, red and white contrast, jade green\n"
+            "- 整体风格：仙气飘飘的古风摄影，有水墨画的意境\n"
+        ),
+    },
+    # ---- 独居女孩 ----
+    "独居女孩": {
+        "prompt_boost": (
+            "(cozy atmosphere:1.3), (warm lighting:1.2), (homey:1.2), "
+            "(casual style:1.1), (relaxed:1.1), "
+        ),
+        "prompt_style": (
+            ", cozy home photography, warm ambient light, "
+            "casual indoor style, hygge aesthetic, "
+            "soft blanket, candle light, peaceful morning"
+        ),
+        "negative_extra": "",
+        "llm_guide": (
+            "\n\n【人设视觉风格 - 独居女孩】\n"
+            "为独居生活博主生成图片，主打温馨氛围感+仪式感：\n"
+            "- 氛围关键：cozy, warm, hygge, peaceful, intimate, ambient candlelight\n"
+            "- 场景选择：small apartment, kitchen cooking, bathtub, reading by window, balcony garden\n"
+            "- 穿搭关键：oversized sweater, pajamas, casual homewear, messy bun\n"
+            "- 光线：warm lamp light, candle glow, morning window light, fairy lights\n"
+            "- 道具：coffee mug, book, cat, houseplant, scented candle, blanket\n"
+            "- 整体风格：温暖治愈的独居日常，有仪式感的精致生活\n"
+        ),
+    },
+    # ---- 资深美妆博主 ----
+    "资深美妆博主": {
+        "prompt_boost": (
+            "(flawless makeup:1.3), (detailed eye makeup:1.3), (beauty close-up:1.2), "
+            "(perfect skin:1.2), (beauty lighting:1.2), "
+        ),
+        "prompt_style": (
+            ", beauty photography, ring light, macro lens, "
+            "studio beauty lighting, makeup tutorial style, "
+            "dewy skin, perfect complexion, vibrant lip color"
+        ),
+        "negative_extra": "",
+        "llm_guide": (
+            "\n\n【人设视觉风格 - 资深美妆博主】\n"
+            "为美妆博主生成图片，主打妆容特写+产品展示：\n"
+            "- 妆容描述：detailed eye shadow, winged eyeliner, glossy lips, dewy foundation, blush\n"
+            "- 构图要点：face close-up, half face, eye close-up, lip close-up, before and after\n"
+            "- 场景选择：vanity desk, bathroom mirror, ring light studio, flat lay of products\n"
+            "- 光线：ring light, beauty dish, soft diffused studio light, bright even lighting\n"
+            "- 色调：clean bright, pink tones, neutral with pops of color\n"
+            "- 整体风格：专业美妆教程感，妆容细节清晰可见\n"
+        ),
+    },
+}
+
+
+def get_persona_sd_profile(persona_text: str) -> dict | None:
+    """根据人设文本匹配 SD 视觉配置，返回 profile dict 或 None"""
+    if not persona_text:
+        return None
+    for key, profile in PERSONA_SD_PROFILES.items():
+        if key in persona_text:
+            return profile
+    return None
+
+
 # 默认配置 profile key
 DEFAULT_MODEL_PROFILE = "juggernautXL"
 
@@ -514,13 +744,15 @@ class SDService:
         scheduler: str = None,
         face_image: Image.Image = None,
         quality_mode: str = None,
+        persona: str = None,
     ) -> list[Image.Image]:
-        """文生图（自动适配当前 SD 模型的最优参数）
+        """文生图（自动适配当前 SD 模型 + 人设的最优参数）
         
         Args:
             model: SD 模型名，自动识别并应用对应配置
             face_image: 头像 PIL Image，传入后自动启用 ReActor 换脸
             quality_mode: 预设模式名
+            persona: 博主人设文本，自动注入人设视觉增强词
         """
         if model:
             self.switch_model(model)
@@ -534,11 +766,20 @@ class SDService:
         # 加载模型专属预设参数
         preset = get_sd_preset(quality_mode, model) if quality_mode else get_sd_preset("标准 (约1分钟)", model)
 
-        # 自动增强 prompt: 前缀 + 原始 prompt + 后缀
+        # 自动增强 prompt: 人设增强 + 模型前缀 + 原始 prompt + 模型后缀 + 人设风格
-        enhanced_prompt = profile.get("prompt_prefix", "") + prompt + profile.get("prompt_suffix", "")
+        persona_sd = get_persona_sd_profile(persona)
+        persona_boost = persona_sd.get("prompt_boost", "") if persona_sd else ""
+        persona_style = persona_sd.get("prompt_style", "") if persona_sd else ""
+        enhanced_prompt = persona_boost + profile.get("prompt_prefix", "") + prompt + profile.get("prompt_suffix", "") + persona_style
 
-        # 使用模型专属反向提示词
+        if persona_sd:
+            logger.info("🎭 人设视觉增强已注入: +%d boost词 +%d style词",
+                        len(persona_boost), len(persona_style))
+
+        # 使用模型专属反向提示词 + 人设额外负面词
         final_negative = negative_prompt if negative_prompt is not None else profile.get("negative_prompt", DEFAULT_NEGATIVE)
+        if persona_sd and persona_sd.get("negative_extra"):
+            final_negative = final_negative + ", " + persona_sd["negative_extra"]
 
         payload = {
             "prompt": enhanced_prompt,