PolyWeather

gavindiaz/PolyWeather

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Author	SHA1	Message	Date
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

Author

SHA1

Message

Date

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

3 Commits