├── .gitignore ├── LICENSE ├── README.md ├── pts ├── __init__.py ├── cli.py ├── core.py ├── dataset.py ├── exporters.py ├── oracle.py ├── storage.py ├── thought_anchors.py └── verification.py ├── requirements.txt ├── research ├── reasoning_circuits │ ├── README.md │ ├── figures │ │ ├── cross_model_summary.png │ │ ├── deep_analysis.png │ │ ├── entropy_comparison.png │ │ ├── error_types_comparison.png │ │ └── verification_comparison.png │ ├── requirements.txt │ └── scripts │ │ ├── compare_models.py │ │ └── deep_analysis.py └── thought_anchors_analysis │ ├── README.md │ ├── analysis_notebook.py │ ├── data_analysis.py │ ├── huggingface_blog_article.md │ └── images │ ├── embedding_clusters.png │ ├── failure_mode_comparison.png │ ├── probability_delta_comparison.png │ └── reasoning_quality_evolution.png └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/codelion/pts/HEAD/.gitignore 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