QuantStrategyLab · Pigbibi · Jun 3, 2026 · Jun 3, 2026
diff --git a/README.md b/README.md
@@ -2,63 +2,41 @@
 
 [Chinese README](README.zh-CN.md)
 
-> ⚠️ Investing involves risk. This project does not provide investment advice and is for educational and research purposes only.
+> Investing involves risk. This project does not provide investment advice and is for education, research, and engineering review only.
 
-## What this project does
+## What this repository is
 
-QuantStrategyPlugins is a **Plugin package** in the QuantStrategyLab ecosystem. It provides open sidecar strategy plugins that QuantStrategyLab runtimes can load without changing platform code.
+QuantStrategyPlugins is a QuantStrategyLab strategy plugin package. It provides sidecar strategy plugins such as market-regime controls, notification artifacts, and research-only plugin outputs.
 
-## Who this is for
+It supports the system but does not decide which strategy should be live. Strategy eligibility remains in the strategy and snapshot repositories; broker execution remains in the platform repositories.
 
-- Engineers and researchers who want to inspect, reproduce, or extend this part of the QuantStrategyLab stack.
-- Operators who need a clear entry point before reading the deeper runbooks or workflow files.
-- Reviewers who need to understand the repository purpose, safety boundary, and evidence requirements before enabling automation.
+## Design boundary
 
-## Current status
-
-Extension package; plugin eligibility still depends on strategy validation.
+- Keep contracts stable and versioned where downstream repositories depend on them.
+- Prefer backward-compatible changes unless a coordinated migration is planned.
+- Keep secrets and environment-specific settings outside the shared library code.
+- Document changes that affect multiple platforms or strategy packages.
 
 ## Repository layout
 
-- `src/`: main library and runtime code.
-- `tests/`: unit and contract tests.
-- `docs/`: detailed design notes, runbooks, and evidence docs.
-- `.github/workflows/`: CI, scheduled jobs, and deployment workflows.
+- `src/`: library and runtime code.
+- `tests/`: unit, contract, and regression tests.
+- `docs/`: runbooks, design notes, evidence, and integration contracts.
+- `.github/workflows/`: CI, scheduled jobs, release, or deployment workflows.
 - `scripts/`: operator scripts and local helpers.
 
 ## Quick start
 
-From a fresh clone:
-
 ```bash
 python -m pip install -e .
 python -m pytest -q
 ```
 
-If a command requires credentials, run it only after reading the relevant workflow or runbook and configuring secrets outside Git.
-
-## Deployment and operation
-
-Install or package the plugins with the target runtime, then point the platform loader to the plugin entrypoint. Validate in dry-run before enabling live execution.
-
-Prefer manual or dry-run execution first. Enable schedules or live execution only after logs, artifacts, permissions, and rollback steps are reviewed.
-
-## Strategy performance and evidence
-
-Plugin code does not make a strategy live-ready by itself. Use the associated strategy research artifacts to evaluate returns, drawdowns, benchmark comparison, and robustness.
-
-README files are intentionally not a source of dated performance promises. Re-run the relevant tests, backtests, or pipeline jobs before relying on any result.
-
-## Safety notes
-
-- Never commit API keys, broker credentials, OAuth tokens, cookies, or account identifiers.
-- Run new strategies and platform changes in dry-run or paper mode before any live execution.
-- Review generated orders, artifacts, and logs manually before enabling schedules.
-
-## Contributing
+## Useful docs
 
-Keep changes small, reproducible, and covered by the narrowest useful tests. For strategy-facing changes, include the evidence artifact or command used to validate behavior.
+- [`docs/market-regime-control-plan.md`](docs/market-regime-control-plan.md)
+- [`docs/market-regime-control-plan.zh-CN.md`](docs/market-regime-control-plan.zh-CN.md)
 
 ## License
 
-See [LICENSE](LICENSE) if present in this repository.
+See [LICENSE](LICENSE).
diff --git a/README.zh-CN.md b/README.zh-CN.md
@@ -2,63 +2,41 @@
 
 [English README](README.md)
 
-> ⚠️ 投资有风险，不构成投资建议，仅供学习交流用途。
+> 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。
 
-## 这个项目做什么
+## 这个仓库是什么
 
-QuantStrategyPlugins 是 QuantStrategyLab 体系中的**插件包**。提供 QuantStrategyLab 运行时可加载的开放 sidecar 策略插件，避免频繁修改平台代码。
+QuantStrategyPlugins 是 QuantStrategyLab 的策略插件包。提供 market-regime control、通知 artifact 和研究侧 plugin 输出等 sidecar 策略插件。
 
-## 适合谁使用
+它支撑系统运行，但不决定哪个策略应该 live。策略资格由策略仓和 snapshot 仓负责；券商执行由平台仓负责。
 
-- 希望阅读、复现或扩展 QuantStrategyLab 相关模块的工程师和研究人员。
-- 在阅读详细 runbook 或 workflow 前，需要先理解项目入口的运维人员。
-- 在启用自动化前，需要确认项目职责、安全边界和证据要求的 reviewer。
+## 设计边界
 
-## 当前状态
-
-扩展包；插件是否可 live 仍取决于策略验证结果。
+- 下游仓库依赖的契约要保持稳定，必要时做版本化。
+- 除非有协同迁移计划，否则优先保持向后兼容。
+- 密钥和环境专属配置不要写进共享库代码。
+- 会影响多个平台或策略包的改动，需要在文档中说明。
 
 ## 仓库结构
 
-- `src/`：主要库代码和运行时代码。
-- `tests/`：单元测试和契约测试。
-- `docs/`：详细设计说明、运行手册和证据文档。
-- `.github/workflows/`：CI、定时任务和部署 workflow。
+- `src/`：库代码和运行时代码。
+- `tests/`：单元测试、契约测试和回归测试。
+- `docs/`：运行手册、设计说明、证据和集成契约。
+- `.github/workflows/`：CI、定时任务、发布或部署 workflow。
 - `scripts/`：运维脚本和本地辅助工具。
 
 ## 快速开始
 
-从全新 clone 开始：
-
 ```bash
 python -m pip install -e .
 python -m pytest -q
 ```
 
-如果命令需要凭据，请先阅读相关 workflow 或 runbook，并把密钥配置在 Git 之外。
-
-## 部署和运行
-
-将插件安装或打包到目标运行时，并让平台加载器指向插件入口。启用 live 前必须先 dry-run 验证。
-
-建议先手工运行或 dry-run。只有在日志、产物、权限和回滚步骤都检查过之后，才启用定时任务或 live 执行。
-
-## 策略表现与证据边界
-
-插件代码本身不能证明策略适合 live。收益、回撤、基准比较和稳健性应以对应策略研究产物为准。
-
-README 不应该承诺固定收益或过期指标。实际使用前，请重新运行对应测试、回测或流水线任务。
-
-## 安全注意事项
-
-- 不要把 API key、券商凭据、OAuth token、Cookie 或账户标识提交到 Git。
-- 新策略或平台变更在 live 前必须先跑 dry-run 或 paper 流程。
-- 启用定时任务前，需要人工检查生成的订单、产物和日志。
-
-## 参与贡献
+## 延伸文档
 
-请保持改动小、可复现，并用最小必要测试覆盖。涉及策略的改动，需要附上验证行为的证据产物或命令。
+- [`docs/market-regime-control-plan.md`](docs/market-regime-control-plan.md)
+- [`docs/market-regime-control-plan.zh-CN.md`](docs/market-regime-control-plan.zh-CN.md)
 
 ## 许可证
 
-如仓库包含 [LICENSE](LICENSE)，请以该文件为准。
+详见 [LICENSE](LICENSE)。