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.env.example

@@ -143,8 +143,8 @@ POLYWEATHER_SCAN_AI_API_KEY=
 POLYWEATHER_SCAN_AI_PROVIDER=mimo
 POLYWEATHER_SCAN_AI_PROVIDER_LABEL=MiMo
 POLYWEATHER_SCAN_AI_BASE_URL=https://token-plan-cn.xiaomimimo.com/v1
-POLYWEATHER_SCAN_AI_MODEL=MiMo-V2.5-Pro
-POLYWEATHER_SCAN_CITY_AI_MODEL=MiMo-V2.5-Pro
+POLYWEATHER_SCAN_AI_MODEL=mimo-v2.5-pro
+POLYWEATHER_SCAN_CITY_AI_MODEL=mimo-v2.5-pro
 # Backward-compatible legacy DeepSeek variables are still read if the generic
 # POLYWEATHER_SCAN_AI_* variables are unset.
 # POLYWEATHER_DEEPSEEK_API_KEY=

docs/CONFIGURATION_ZH.md

@@ -275,8 +275,8 @@ POLYWEATHER_SCAN_AI_API_KEY=...
 POLYWEATHER_SCAN_AI_PROVIDER=mimo
 POLYWEATHER_SCAN_AI_PROVIDER_LABEL=MiMo
 POLYWEATHER_SCAN_AI_BASE_URL=https://token-plan-cn.xiaomimimo.com/v1
-POLYWEATHER_SCAN_AI_MODEL=MiMo-V2.5-Pro
-POLYWEATHER_SCAN_CITY_AI_MODEL=MiMo-V2.5-Pro
+POLYWEATHER_SCAN_AI_MODEL=mimo-v2.5-pro
+POLYWEATHER_SCAN_CITY_AI_MODEL=mimo-v2.5-pro
 ```
 
 说明：

docs/deep-research-report.md

@@ -124,7 +124,7 @@ Scan Terminal 的城市决策卡现在承担“从天气分析到市场动作解
 
 1. **地图点击与 pinned city**：免费/付费入口都会先把城市加入决策卡；未付费用户若权限不足，仍应保留卡片承载升级/限制提示，而不是点击后无反馈。
 2. **full detail hydration**：卡片请求城市 full detail，拿到 DEB、当前/历史实测、多模型区间与最新 METAR。现阶段 detail hydration 仍偏保守串行，优先保障后端数据源稳定；真正消耗 LLM 的 AI 解读另行限流。
-3. **AI 机场报文解读**：前端最多同时保留 2 条城市 AI stream，第三个及以后城市会进入队列并展示排队提示，避免多个 provider stream 同时竞争导致第三城/第四城解析失败。当前临时使用 MiMo：`POLYWEATHER_SCAN_AI_BASE_URL=https://token-plan-cn.xiaomimimo.com/v1`、`POLYWEATHER_SCAN_CITY_AI_MODEL=MiMo-V2.5-Pro`；其他后端城市 AI 配置建议为 `POLYWEATHER_SCAN_CITY_AI_TIMEOUT_SEC=30`、`POLYWEATHER_SCAN_CITY_AI_MAX_TOKENS=900`、`POLYWEATHER_SCAN_CITY_AI_RETRY_ON_STREAM_PARSE_ERROR=true`。
+3. **AI 机场报文解读**：前端最多同时保留 2 条城市 AI stream，第三个及以后城市会进入队列并展示排队提示，避免多个 provider stream 同时竞争导致第三城/第四城解析失败。当前临时使用 MiMo：`POLYWEATHER_SCAN_AI_BASE_URL=https://token-plan-cn.xiaomimimo.com/v1`、`POLYWEATHER_SCAN_CITY_AI_MODEL=mimo-v2.5-pro`；其他后端城市 AI 配置建议为 `POLYWEATHER_SCAN_CITY_AI_TIMEOUT_SEC=30`、`POLYWEATHER_SCAN_CITY_AI_MAX_TOKENS=900`、`POLYWEATHER_SCAN_CITY_AI_RETRY_ON_STREAM_PARSE_ERROR=true`。
 4. **缓存策略**：页面内存缓存保留 loading/stream/final 状态，切换选项卡返回时不应空白重拉；localStorage 持久化最终成功、非 degraded 的 payload；后端 city AI cache key 已移除当前 `local_time` 干扰，主要按城市、日期与 METAR signature 失效。
 5. **市场桶匹配**：城市市场扫描必须使用 full `all_buckets`，按温度 exact/range/“or higher”/“or lower” 方向严格匹配；不再用宽松 ±8°C fallback，以避免拿到 16°C 之类错误桶。前端展示统一使用“模型-市场差”，即 `model_probability - market_implied_probability`，并修复温度单位重复渲染（如 `31°°C`）。
 

tests/test_scan_terminal_modules.py

@@ -181,7 +181,7 @@ def test_merge_scan_ai_result_applies_city_forecast_and_metadata():
     merged = merge_scan_ai_result(
         payload,
         ai_raw,
-        model="MiMo-V2.5-Pro",
+        model="mimo-v2.5-pro",
         max_rows=40,
         timeout_sec=40,
         cache_ttl_sec=1800,
@@ -198,6 +198,6 @@ def test_merge_scan_ai_result_applies_city_forecast_and_metadata():
     assert merged["ai_scan"]["sent_cities"] == 1
     assert merged["ai_scan"]["sent_rows"] == 1
     assert merged["ai_scan"]["duration_ms"] == 123
-    assert merged["ai_scan"]["model"] == "MiMo-V2.5-Pro"
+    assert merged["ai_scan"]["model"] == "mimo-v2.5-pro"
     assert merged["ai_scan"]["provider"] == "mimo"
     assert merged["ai_scan"]["base_url"] == "https://token-plan-cn.xiaomimimo.com/v1"

web/scan_terminal_service.py

@@ -95,7 +95,7 @@ SCAN_TERMINAL_BUILD_TIMEOUT_SEC = max(
     8,
     int(os.getenv("POLYWEATHER_SCAN_TERMINAL_BUILD_TIMEOUT_SEC", "22")),
 )
-DEFAULT_SCAN_AI_MODEL = "MiMo-V2.5-Pro"
+DEFAULT_SCAN_AI_MODEL = "mimo-v2.5-pro"
 DEFAULT_SCAN_AI_BASE_URL = "https://token-plan-cn.xiaomimimo.com/v1"
 SCAN_AI_API_KEY_ENV_HINT = (
     "POLYWEATHER_SCAN_AI_API_KEY "