tomevault-io Memory Management - Tri-Tier System
Memory Structure
{
"hot_memory": {
"_description": "Last 20 events - always loaded",
"recent_events": [],
"active_tasks": [],
"recent_learnings": []
},
"warm_memory": {
"_description": "Events 21-100 - patterns",
"patterns": [],
"known_issues": [],
"successful_strategies": []
},
"cold_memory": {
"_description": "Events 101+ - archived",
"historical_patterns": []
}
}
When to Update
After Task Completion
Update hot_memory.recent_events:
- What was done
- Outcome
- Lessons learned
Weekly Consolidation
hot → warm (after 20 events)
warm → cold (after 100 events)
Update Pattern
{
"recent_events": [
{
"date": "2025-11-24",
"task": "Built FastAPI endpoint",
"outcome": "Success",
"lessons": ["Async patterns work well", "Remember CORS"]
}
]
}
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