From 2db0fdd6199314ec484b31e2dbeb4b3009090ade Mon Sep 17 00:00:00 2001
From: Pigbibi <20649888+Pigbibi@users.noreply.github.com>
Date: Mon, 6 Jul 2026 19:01:42 +0800
Subject: [PATCH] docs: clarify QSL architecture role

Co-Authored-By: Codex <noreply@openai.com>
---
 README.md       | 9 +++++++++
 README.zh-CN.md | 9 +++++++++
 2 files changed, 18 insertions(+)

diff --git a/README.md b/README.md
index f801048..82c5c53 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,14 @@
 # ResearchSignalContextPipelines
 
+
+## QSL architecture role
+
+- **Layer**: `research`.
+- **Responsibility**: medium/long-horizon research signal context pipeline.
+- **Owns**: theme context artifacts and AI shadow context outputs.
+- **Consumes**: public/research inputs and downstream advisory/pipeline consumers.
+- **Must not**: submit orders or mutate live runtime allocations.
+
 [Chinese README](README.zh-CN.md)
 
 > Investing involves risk. This project does not provide investment advice and is for education, research, and engineering review only.
diff --git a/README.zh-CN.md b/README.zh-CN.md
index 7aa9525..fc62c1b 100644
--- a/README.zh-CN.md
+++ b/README.zh-CN.md
@@ -1,5 +1,14 @@
 # ResearchSignalContextPipelines
 
+
+## QSL 架构角色
+
+- **层级**：`研究/证据`。
+- **职责**：中长期 research signal context 流水线。
+- **事实源/归属**：theme context artifacts 和 AI shadow context outputs。
+- **消费对象**：公开/研究输入和下游 advisory/pipeline consumers。
+- **禁止事项**：下单或修改 live runtime allocations。
+
 [English README](README.md)
 
 > 投资有风险。本项目不构成投资建议，仅用于学习、研究和工程审阅。