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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
- Created README.md for project overview and goals
- Established ARCHITECTURE.md for architectural documentation
- Set up tickets directory with initial ticket management files
- Included .gitignore to manage ignored files and directories

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.