Note Live demo of emotional-memory 0.18.1. Its advantage is limited to affect-discriminative recall; see Scope and limits.

Note Benchmark sets for affect-conditioned memory retrieval, from emotional-memory. They were built to favour the method under test; the card lists the negative results and the oracle-affect caveat.

Note Offline playground for mklang, no API key needed: parse, check and lint, format, and run the bundled examples and conformance cases. No model runs; judge choices come from fixture files.

Note Toy affect loop on the circumplex, from affective-fly. It is not a model of a real fly or of human emotion. Without a real connectome, the KC→MBON weights are random.