🧪 Materials & AI Utility Scripts

Ready-to-run code · Materials data pipeline · AI-assisted tools · Knowledge base management

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✨ Overview

The companion utility scripts for xuanhan's AI workstation. Every script is a standalone, directly runnable Python tool. No framework dependency — copy and use.

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📦 Script Inventory

Materials Data

Script	Purpose
data/mat_pipeline.py	Materials data pipeline (MLflow experiment tracking integrated)
data/mat_features.py	Materials feature engineering (descriptor computation, feature selection)

AI Assistance

Script	Purpose
ai/review_code.py	Code review (Codex + MiMo Pro API)
ai/gen_doc.py	Automated documentation generation

Knowledge Base

Script	Purpose
kb/kb_update.py	Batch KB updates
kb/kb_validate.py	KB format validation

Zotero

Script	Purpose
zotero/zotero_batch.py	Zotero batch import
zotero/paper_to_kb.py	Paper → KB conversion (Stirling PDF integration)

System

Script	Purpose
system/health_check.py	System health check (VRAM / disk / service status)
system/gpu_monitor.py	Real-time VRAM monitoring

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🚀 Usage

# Install dependencies
pip install pymatgen scikit-learn mlflow requests

# Run any script
python data/mat_pipeline.py
python system/health_check.py

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🤝 Contributing

PRs welcome for new utility scripts!

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📄 License

MIT — see LICENSE