Commit Graph

4 Commits

Author SHA1 Message Date
2569718930@qq.com 2ee00f8016 MiMo AI 能力扩展:TAF解读、概率分布解读、异常检测、市场概览
AI 解读字段扩展:
    - 新增 taf_read_zh/en:解读机场预报中影响今日峰值窗口的变化
    - 新增 probability_read_zh/en:描述概率分布形态(最高桶、偏左/偏右)
    - stream max_tokens 900→1200 容纳新输出字段
    - 缓存 key 简化为 METAR原文+观测时间,大幅提升命中率
    - 兜底函数补全 TAF 和概率字段的确定性生成

    异常检测:
    - 纯数学计算,零 AI 延迟:实测温度 vs 全部模型预测上下限
    - 三级告警:breakout_above / breakout_below / deviation

    市场概览:
    - 新增 POST /api/scan/terminal/overview(MiMo 批量解读,缓存10分钟)
    - 前端 MarketOverviewBanner 可折叠横幅(顶栏与标签栏之间)
    - 移动端适配 640px/768px 断点,暗色/亮色双主题

    Scope-risk: MEDIUM — 170 测试通过,TypeScript 零错误,ruff 零告警
    Tested: python -m pytest -q (170 passed), npx tsc --noEmit (0 errors), ruff check .
2026-05-14 22:41:31 +08:00
2569718930@qq.com a1d5435dd7 强化 HKO 天文台观测的 AI 解读能力
- HKO instruction 从纯否定句改为正向指导,明确告知 AI 可用数据维度
  (温度、最高/最低温、湿度、10分钟风速风向)
- AI 输入 current 对象新增 wind_speed_kt/wind_dir/humidity 字段,
  HKO 和 METAR 城市均受益
- 提示词统一补充湿度分析要求
2026-05-06 16:48:05 +08:00
2569718930@qq.com eb42d644a3 DEB 降级为模型集群中的普通一员,AI 不再照搬 DEB 做预测
此前 DEB 以独立字段 deb.prediction 传给 AI,提示词又要求"必须综合 DEB",
导致 AI 直接输出 DEB 值而非独立判断。改动:
- 移除 AI 输入中的独立 deb 字段,DEB 只作为 model_cluster.sources 中的
  一条记录 (model: "DEB (fusion)"),与其他模型平等
- 提示词改为:以模型集群集中区间为基线,用报文观测信号独立判断上修/下修/维持
- 流式/非流式提示词均强调"不要直接照搬 DEB 的值,差异是正常的"
- 回退路径改用模型集群中位数作为默认预测,DEB 仅作为备选参考
2026-05-06 16:03:22 +08:00
2569718930@qq.com 20516000a2 Clarify scan terminal service boundaries
The scan terminal service had accumulated cache, payload, filtering, AI prompt, AI merge, METAR gate, ranking, and city-row construction details in one file. This splits those stable responsibilities into focused modules while preserving the endpoint payload shape and existing behavior.

Constraint: User-visible behavior and release version must remain unchanged for this internal refactor

Rejected: Rewrite the terminal scan flow around a new abstraction | too risky while production behavior is being stabilized

Confidence: high

Scope-risk: moderate

Directive: Keep scan_terminal_service.py as orchestration; add detailed rule changes to the focused modules instead of re-growing the service file

Tested: py_compile for extracted modules; ruff check .; pytest tests/test_scan_terminal_modules.py tests/test_web_observability.py; full pytest; npm run test:business; npm run build; git diff --cached --check
2026-04-28 17:13:45 +08:00