Kawaiitoy/topological-coherence-demo

Topological Coherence Verifier

Live demo: https://huggingface.co/spaces/Kawaiitoy/topological-coherence-demo

An interactive tool to test topological coherence — the degree to which text exhibits inversion-within-bounds symmetry (chiastic closure + structural synchronization).

Based on the framework developed by Benjamin De Kraker (@BenjaminDEKR).

How to Use

1. 1.Paste any text (reasoning chain, narrative, scientific argument).
2. 2.Click "Compute Coherence".
3. 3.View the score (0–1) and interpretation.

Higher scores indicate stronger self-consistent closure — a signal of integrity across domains from AI outputs to physical theories.

Local Run

git clone https://github.com/hal9000irl/topological-coherence-demo
cd topological-coherence-demo
pip install -r requirements.txt
python app.py