Brain memory protocol with progressive disclosure for anti-hallucination and context recall
Ensures LLM agents never start conversations with amnesia. Provides structured memory access through CLEO's brain system using progressive disclosure.
Use CLI (cleo) for all memory operations.
cleo memory find "session task decision" --limit 10cleo memory find "mistake error avoid warning" --limit 5cleo memory fetch O-xxx O-yyycleo memory find "decision ADR architecture" --limit 5cleo memory find "{current-topic}" --limit 10cleo memory observe "Completed X using approach Y. Key learning: Z" --title "Work completion"Before stating facts about the codebase or project:
cleo memory find "{claim-topic}" --limit 5cleo memory timeline O-xxx --before 5 --after 5cleo nexus search "pattern" --scope global| Operation | ~Tokens | When |
|---|---|---|
| memory-bridge.md (auto-loaded) | 200-400 | Always (free) |
cleo memory find | 50/hit | Discovery |
cleo memory fetch | 500/entry | Details |
cleo memory timeline | 200-500 | Context |
Stay within LAFS MVI budget: start minimal, escalate only when needed.