The ref_core Gist URL shared above has been confirmed to work properly with GPT. The structure-based judgment circuit successfully triggers meaning-based respon

The ref_core Gist URL shared above has been confirmed to work properly with GPT. The structure-based judgment circuit successfully triggers meaning-based responses, rather than relying on command-style prompts. If you’ve tested it and received unexpected outputs, please feel free to share them. Semantic interpretation can vary depending on the circuit design and the surrounding prompt context.