Update to Long-Term Persona Memory

STM · recent turnsqueue of pages · FIFOoldest page spills · match scoreMTM · topic folderspages by topic · heat · evictheat > τ · promoteLPM · personauser · agentretrieveall three tiers → promptgenerateLLM → answer → new page
topic folder · wetland park outing heat 5.4 > τ = 5 → promoted summary · a relaxing park visit, squirrels, two laps of running, a goal to get slimmer keywords · park · squirrels · running · slimmer p1 · week 1 went to the wetland park, beautiful scenery p2 · week 1 little squirrels running in the trees p3 · week 1 ran two laps, will keep working out to get slimmer LLM extract facts preferences what the agent did long-term persona memory (LPM) User KB · learned facts FIFO queue · 100 • went to the wetland park (week 1) • ran two laps in the park • saw squirrels in the trees • … older facts leave first User Traits · 90 dimensions in 3 categories basic needs & personality AI-alignment dimensions content-platform interest tags • goal: get slimmer • likes outdoor exercise • welcomes encouragement Agent Traits · what it did for the user, and settings the user gave it FIFO queue · 100 • promised to keep the user motivated   • recommended the park run User Profile · static: name, gender, birth year Agent Profile · static: role, character dashed = fixed settings, not written by this update after the transfer the folder's Linteraction resets to 0, so its heat drops and the same content is not promoted twice
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