plan-memory-vector-intelligence

Persistent memory for cross-session planning is maintained through ICM recall and store mechanisms that survive context loss. This guarantees plans remain accessible across sessions without relying solely on conversation history.

Vector intelligence mapping indexes vector and RAG data sources to support information recall. It tracks index freshness and owner responsibility, ensuring planning engineers retrieve accurate and up-to-date context.

You integrate vector indexes and GitKB graph snapshots by executing a dedicated memory-vector surface command. This enables comprehensive planning backed by robust error handling and safety validation.

Yes, comprehensive planning requires background-agent functionality to enforce session start recall guarantees. This ensures no plan depends solely on conversation memory and critical context is immediately available.

Relying on conversation memory limits persistent planning because context loss causes plans and critical information to disappear. Without vector intelligence and recall guarantees, background-agents cannot restore necessary planning context.

Upgrade management for planning memory is handled by executing processes with clear evidence, acceptance criteria, risk assessment, and reversibility. This ensures safe transitions while maintaining persistent memory and vector intelligence integrity.