Reference signal context repository

Author: Pigbibi

README.md

@@ -176,7 +176,7 @@ This repo does not own:
 - Telegram or runtime notifications
 - paid market-data redistribution
 - legal claims about conflicts of interest
-- AI-generated shadow signals; those belong in `AiLongHorizonSignalPipelines`
+- AI-generated shadow signals; those belong in `ResearchSignalContextPipelines`
 - live strategy promotion into `UsEquityStrategies` or broker platforms
 
 ## Next Work
@@ -196,6 +196,6 @@ industrials, and EV/auto themes can all enter the same `source_items.csv` /
 `source_events.csv` structure when durable primary sources exist.
 
 Theme membership and long-horizon semantic bias belong in
-`AiLongHorizonSignalPipelines`; this repository only preserves point-in-time
+`ResearchSignalContextPipelines`; this repository only preserves point-in-time
 factual evidence so the source boundary is not changed just because a symbol is
 currently popular.

README.zh-CN.md

@@ -28,7 +28,7 @@ QuantStrategyLab 的确定性研究仓库，用来验证“公开持仓/交易
 - Telegram 或实盘通知
 - 受版权限制的行情数据分发
 - 对利益冲突作法律结论
-- AI 生成的长期影子信号；这类产物继续归 `AiLongHorizonSignalPipelines`
+- AI 生成的长期影子信号；这类产物继续归 `ResearchSignalContextPipelines`
 - 直接把信号推广到实盘策略
 
 ## 当前状态
@@ -138,4 +138,4 @@ RSS fetcher 会把每个源的成功/失败写入 `data/live/source_fetch_status
 
 稳定源不局限于 AI 板块。半导体、数据中心电力、网络安全、国防、能源、金融、医疗、消费平台、工业和 EV/汽车等方向，只要有 SEC、官方政策、发行人公告、政府采购或其他一手来源，都可以进入同一套 `source_items.csv` / `source_events.csv` 结构。
 
-主题归属和长期语义判断由 `AiLongHorizonSignalPipelines` 维护；本仓库只负责点时事实证据，避免因为短期热点临时改变采集边界。
+主题归属和长期语义判断由 `ResearchSignalContextPipelines` 维护；本仓库只负责点时事实证据，避免因为短期热点临时改变采集边界。

docs/research_plan.zh-CN.md

@@ -84,7 +84,7 @@ item_id,published_at,source_type,source_url,author,text
 
 本仓库不调用模型、不保存模型判断、不产出 AI 影子信号。
 
-`AiLongHorizonSignalPipelines` 负责长期 AI 观点、context bundle、issue handoff 和 shadow artifact replay。
+`ResearchSignalContextPipelines` 负责长期 AI 观点、context bundle、issue handoff 和 shadow artifact replay。
 本仓库只负责可审计事件事实、来源复核、候选追踪和事件收益统计。
 
 如果未来需要 AI，它只能作为离线文本抽取辅助，输出仍需落到人工可复核的事件 schema，并保留原始来源 URL。

docs/source_registry.md

@@ -59,7 +59,7 @@ financials, healthcare, consumer platforms, industrials, crypto infrastructure,
 and EV/auto themes when a durable primary source exists.
 
 Theme membership and long-horizon semantic bias are owned by
-`AiLongHorizonSignalPipelines`.  This repository only emits point-in-time source
+`ResearchSignalContextPipelines`.  This repository only emits point-in-time source
 items and events with URLs, dates, source type, and confidence.  A source item
 must not be promoted just because a theme or symbol is popular in the current
 market.