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Add JupyterManager lifecycle reference to README
Link to the new JupyterManager project that provides the cross-project Jupyter lifecycle specification this project follows.
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@ -96,6 +96,10 @@ autoresearch-quantum/
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└── README.md
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```
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## Jupyter Lifecycle
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This project follows the [JupyterManager](https://github.com/saymrwulf/JupyterManager) lifecycle specification. `scripts/app.sh` provides isolated Jupyter directories, auto port allocation (8888--8899), PID tracking, orphan detection, and graceful stop. The cross-project `jupyter-hub` CLI can discover and manage this project alongside other Jupyter-enabled projects on the same machine.
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## Quick Start
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The fastest way to get running:
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