A deterministic first-pass filter for unsupported claims in LLM output, computed without calling another LLM. Not a standalone hallucination detector. A spec plus reference implementation, shipped as touchstone-mcp.
Python library for parsing Touchstone .sNp files in RF/microwave engineering. Provides easy APIs for S‑parameter analysis, integration with NumPy/SciPy, and reproducible workflows for simulation and visualization.