atlas/tickets/backlog/TICKET-041_long-term-memory-design.md
ilia 7c633a02ed Initialize project structure with essential files and documentation
- Added .cursorrules for project guidelines and context
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- Established ARCHITECTURE.md for architectural documentation
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This commit lays the foundation for the Atlas project, ensuring a clear structure for development and collaboration.
2026-01-05 20:09:44 -05:00

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# Ticket: Long-Term Memory Design
## Ticket Information
- **ID**: TICKET-041
- **Title**: Long-Term Memory Design
- **Type**: Design
- **Priority**: High
- **Status**: Backlog
- **Track**: Safety/Memory
- **Milestone**: Milestone 3 - Memory, Reminders, Safety
- **Created**: 2024-01-XX
## Description
Design long-term memory system:
- Schema for personal memory (facts, preferences, routines)
- Timestamps and confidence scores
- Memory write policy (when agent can persist)
- Retrieval strategy (light retrieval over structured store)
## Acceptance Criteria
- [ ] Memory schema designed
- [ ] Data model documented
- [ ] Write policy defined
- [ ] Retrieval strategy documented
- [ ] Integration points identified
## Technical Details
Memory schema:
- Facts: names, preferences, routines
- Metadata: timestamp, confidence, source
- Categories: personal, family, preferences, routines
Storage:
- SQLite or lightweight DB
- Indexed for fast retrieval
- Backup strategy
## Dependencies
- TICKET-025 (system prompts) - for integration
- TICKET-004 (architecture)
## Related Files
- `docs/MEMORY_DESIGN.md` (to be created)
- `home-voice-agent/memory/` (to be created)
## Notes
Needs LLM prompting framework. Independent from ASR/TTS and client work.