{"repo":"NousResearch/hermes-agent","public_id":"346","display_label":"Memory system proposals: scoring, forgetting, recall, and guidance","summary":"Most members concern an agent's memory: what to store or forget, importance scoring, timestamps and decay, eviction, structured or cognitive recall, and memory guidance wording. A few edge items (feedback routing, multilingual extraction) are adjacent rather than clearly the same problem.","subsystem":"agent","counts":{"members":15,"open_issues":11,"open_issues_distinct":11,"open_prs":0,"closed_issues":2,"merged_prs":0,"attempt_prs":2},"landed_fix":null,"resolution":{"state":"unresolved","by":null},"freshness":{"state":"never_verified","last_verified_at":null,"is_stale":false},"grouping":{"backbone":"STRUCTURAL_PARTIAL","link_density":0.06704761904761905},"fix_edges":[],"members":[{"kind":"issue","number":346,"title":"Feature: Structured Memory System — Typed Nodes, Graph Edges, and Hybrid Search","url":null,"state":"closed"},{"kind":"issue","number":509,"title":"Feature: Cognitive Memory Operations — LLM-Driven Encoding, Consolidation, Adaptive Recall & Extraction (inspired by CrewAI)","url":null,"state":"open"},{"kind":"issue","number":678,"title":"Feature: Memory Extraction (Atomic Facts from Text) + Forgetting (Decay, Pruning, Targeted Purge)","url":null,"state":"open"},{"kind":"issue","number":3506,"title":"Feature: Durable Feedback Routing — More Consistent Use of Memory, Skills, and Follow-Up Planning","url":null,"state":"open"},{"kind":"issue","number":7896,"title":"[Feature]: CerebroCortex memory provider — brain-analogous memory with associative networks, decay, and dream consolidation","url":null,"state":"closed"},{"kind":"issue","number":9135,"title":"[Feature]: Improving Multilingual Memory Extraction in Hermes","url":null,"state":"open"},{"kind":"issue","number":12883,"title":"[Memory System] No importance-scoring mechanism — what should be remembered vs. forgotten?","url":null,"state":"open"},{"kind":"issue","number":15471,"title":"[Feature]: Memory usage frequency tracking for smarter eviction","url":null,"state":"open"},{"kind":"issue","number":46713,"title":"Feature: User correction pipeline — structured behavioral feedback that persists across sessions","url":null,"state":"open"},{"kind":"issue","number":54246,"title":"MEMORY_GUIDANCE lacks a judgment test for what belongs in memory vs. what's just important","url":null,"state":"open"},{"kind":"issue","number":54247,"title":"MEMORY_GUIDANCE: add routine-turn judgment test","url":null,"state":"open"},{"kind":"issue","number":61424,"title":"feat(memory): add timestamps to memory entries for freshness tracking and auto-expiry","url":null,"state":"open"},{"kind":"issue","number":66654,"title":"Bug: Memory pollution & stale memory accumulation — missing timestamps, priority, and data-cleaning mechanism","url":null,"state":"open"},{"kind":"pr","number":727,"title":"feat: cognitive memory system - semantic recall, encoding & forgetting","url":null,"state":"closed","close_reason":{"refs":[{"kind":"commit","value":"70660c0c9d","number":0},{"kind":"commit","value":"f1f25ecbe1","number":0}],"category":"uncategorized","implication":"needs_llm"},"merged":false},{"kind":"pr","number":3507,"title":"fix: clarify durable feedback routing guidance","url":null,"state":"closed","close_reason":{"category":"uncategorized","implication":"needs_llm"},"merged":false}],"trust":{"default_tier":"verified","includes_suggested":false}}