Fixes the "my bot keeps forgetting stuff" problem through active enforcement, not passive suggestions.
AGENTS.mdsays "read your notes" but agents ignore it under attention pressure- Sessions get compacted/reset and context is lost
- Multiple sessions (Telegram topics, Discord channels) don't share state
- Agents forget to checkpoint after doing work