POD 趋势感知 Agent：缓存热点模式 + 三图合成 + 热点去重/风格去重 + review 兜底

- 缓存热点批量流程（有采集缓存不触发 Google）
- 简报不足直接从采集缓存生成（轻量补齐）
- 三图合成（模特/印花/底图）+ 底图压缩 <2MB
- 热点去重→风格去重自动切换 + 不适合类目 review 兜底
- 透明背景（background=transparent）+ 提示词清洗（敏感词/背景描述）
- 任务前 basemap 校验 + 模板国家校验 + 模特任务级分配

prompts/MX/aesthetics.yaml

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+# 墨西哥审美与风格-配色规则（prompts/MX/aesthetics.yaml）
+style_hint: "Vibrant Mexican folk art; Day of the Dead / calavera / Loteria / Aztec / Talavera / Papel Picado motifs; fiesta colors; cultural pride. Prefer: Sugar Skull, Mexican Folk Art, Loteria, Aztec, Talavera, Alebrije, Chicano, Papel Picado, Fiesta."
+
+extra_style_rules:
+  - keywords: [day of the dead, dia de los muertos, calavera, skull, catrina, halloween]
+    art_style: "vibrant sugar-skull folk art illustration"
+    color_palette: "marigold orange, magenta, deep purple, black, gold"
+  - keywords: [cempasuchil, marigold, flower, floral, wreath]
+    art_style: "marigold flower wreath folk illustration"
+    color_palette: "marigold orange, golden yellow, leaf green, cream"
+  - keywords: [pan de muerto, bread of the dead]
+    art_style: "sweet folk illustration of day-of-the-dead bread"
+    color_palette: "golden brown, cream, pink, white"
+  - keywords: [loteria, mexican card, bingo]
+    art_style: "retro loteria card illustration with bold frame"
+    color_palette: "cream, crimson, teal, gold"
+  - keywords: [aztec, mayan, mexico, aguila, eagle, calendar, sun]
+    art_style: "aztec geometric pattern emblem"
+    color_palette: "jade green, terracotta, obsidian black, gold"
+  - keywords: [quetzalcoatl, feathered serpent, jaguar, ocelot, mesoamerican, toltec]
+    art_style: "stylized mesoamerican geometric art"
+    color_palette: "jade green, turquoise, gold, obsidian black"
+  - keywords: [mariposa monarca, monarch butterfly, butterfly]
+    art_style: "delicate monarch butterfly folk pattern"
+    color_palette: "burnt orange, black, white, gold"
+  - keywords: [talavera, ceramic, pottery, tile, azulejo]
+    art_style: "talavera ceramic pattern style"
+    color_palette: "cobalt blue, white, yellow, green"
+  - keywords: [papel picado, cut paper, banner, fiesta flag, bunting]
+    art_style: "colorful papel picado cut-paper banner style"
+    color_palette: "hot pink, turquoise, lime green, orange, purple"
+  - keywords: [cactus, sombrero, taco, avocado, chili, tamale, burrito, enchilada]
+    art_style: "playful colorful mexican food icon illustration"
+    color_palette: "cactus green, chili red, corn yellow, avocado green"
+  - keywords: [lucha libre, wrestling, mask, luchador]
+    art_style: "bold retro lucha libre poster graphic"
+    color_palette: "bright red, electric blue, gold, black"
+  - keywords: [mariachi, guitar, music, banda, corrido]
+    art_style: "folk music flat illustration"
+    color_palette: "teal, coral, cream, black"
+  - keywords: [charro, charreria, cowboy, horse, rancho]
+    art_style: "bold charro cowboy folk illustration"
+    color_palette: "black, silver, red, gold"
+  - keywords: [alebrije, oaxaca, mythical creature]
+    art_style: "whimsical oaxacan alebrije folk art"
+    color_palette: "fuchsia, turquoise, hot orange, cream"
+  - keywords: [chicano, lowrider, fiesta, quinceanera, vintage mexico]
+    art_style: "colorful chicano lowrider folk art"
+    color_palette: "fuchsia, turquoise, hot orange, cream"
+  - keywords: [independencia, flag, patriotic, viva mexico, september]
+    art_style: "patriotic mexican flag color-block emblem"
+    color_palette: "green, white, red, gold"
+  - keywords: [navidad, christmas, pinata, posada]
+    art_style: "colorful mexican christmas pinata illustration"
+    color_palette: "green, red, gold, white"
+  - keywords: [retro mexico, vintage poster, 1950s, travel poster]
+    art_style: "retro 1950s mexican travel poster"
+    color_palette: "teal, cream, terracotta, black"
+  - keywords: [xolo, perro, dog, mexican hairless]
+    art_style: "cute xoloitzcuintle dog illustration"
+    color_palette: "black, pink, turquoise"
+  - keywords: [cenote, beach, caribbean, riviera maya, sunset]
+    art_style: "tropical cenote beach flat illustration"
+    color_palette: "turquoise, sand, coral, white"
+
+# 墨西哥常见侵权盲区（按国家隔离，追加到全局黑名单）
+extra_blacklist:
+  - frida kahlo        # Frida Kahlo Corporation 商标（服装类注册，激进下架）
+  - frida              # FKC 注册商标之一
+  - diego rivera       # 真人画家 + 遗产商标
+  - fifa               # 国际足联商标
+  - world cup 2026     # FIFA 注册商标
+  - wc26               # FIFA 商标变体
+  - el tri             # 墨西哥国家队商标/昵称
+  - mexican national team
+  - club america       # Liga MX 俱乐部
+  - chivas
+  - tigres
+  - cruz azul
+  - pumas
+  - america de mexico
+  - el chapo           # 毒枭真实人物，绝对禁止
+  - narco
+  - cartel
+  - coco               # 迪士尼《寻梦环游记》IP
+  - speedy gonzales    # 华纳角色
+  - virgen de guadalupe # 宗教形象，避免商用
+  - guadalupe
+  - peso pluma         # 真人歌手
+  - bad bunny          # 真人歌手
+  - j balvin           # 真人歌手
+  - karol g            # 真人歌手
+  - selena quintanilla # 真人歌手
+  - luis miguel        # 真人歌手
+  - canelo alvarez     # 真人拳击手
+  - escudo nacional    # 墨西哥国徽受法律保护

prompts/MX/system_prompt.md

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+# 墨西哥专属补充指令
+- 设计口吻：墨西哥民间艺术（folk art）、亡灵节（Día de los Muertos）、糖骷髅（calavera/catrina）、Loteria 卡牌、阿兹特克几何图案、Chicano 复古；鲜艳节日配色（红/绿/白、品红、橙、金），家庭与节日氛围。
+- 合规重点（墨西哥特有）：
+  * Frida Kahlo / Diego Rivera：Frida Kahlo Corporation 持有 "Frida Kahlo"/"Frida"/"FK" 服装类商标且激进下架——任何文字与肖像一律禁止。
+  * FIFA 2026 世界杯（墨西哥为东道国）：官方名称/logo/吉祥物/口号/队徽全部受保护；国家名、城市名、国旗配色、通用足球元素（球/球靴/球迷文化短语）安全。
+  * Liga MX 俱乐部（Club América / Chivas / Tigres / Cruz Azul / Pumas 等）队徽与名称禁止。
+  * 真实人物：西语艺人（Peso Pluma / Bad Bunny / J Balvin / Karol G / Selena / Luis Miguel）、拳手（Canelo）、政客——肖像权。
+  * 毒枭/毒品文化（El Chapo / narco / cartel）绝对禁止，涉及犯罪美化。
+  * 宗教形象（瓜达卢佩圣母 Virgen de Guadalupe）避免商用；墨西哥国徽受法律保护。
+- 可做"亡灵节氛围 / 原创糖骷髅 / Loteria 风格卡牌 / 阿兹特克纹样 / 墨西哥美食与仙人掌 / 复古墨西哥海报 / Chicano 文化氛围"等原创设计，避免任何真实商标与受保护 IP。
+- 文字规则：英文或西班牙语短句（如 ¡Viva México!）可加可不加，与印花适配即可；任何文字严禁政治/宗教/仇恨/暴力/性/品牌/商标/真实人物姓名等敏感内容。