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atlas/tickets/backlog/TICKET-043_conversation-summarization.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: Conversation Summarization & Pruning

Ticket Information

  • ID: TICKET-043
  • Title: Conversation Summarization & Pruning
  • Type: Feature
  • Priority: Medium
  • Status: Backlog
  • Track: Safety/Memory
  • Milestone: Milestone 3 - Memory, Reminders, Safety
  • Created: 2024-01-XX

Description

Implement conversation management:

  • Session store design (local DB/files, retention duration)
  • Summarization routines (after N turns or size threshold)
  • Use work model or family model for summarization
  • Privacy and deletion tools

Acceptance Criteria

  • Session store implemented
  • Summarization working (scheduled or threshold-based)
  • Context pruning functional
  • Privacy deletion tools implemented
  • Retention policy enforced

Technical Details

Implementation:

  • Store transcripts in DB or files
  • Summarization: use LLM to condense old messages
  • Pruning: remove old messages, keep summary
  • Deletion: UI and admin tools to delete sessions

Dependencies

  • TICKET-027 (multi-turn conversation)
  • TICKET-021 or TICKET-022 (LLM services)
  • TICKET-024 (logging)

Related Files

  • home-voice-agent/conversation/summarization/ (to be created)

Notes

Can be implemented after first working chat. Important for long conversations.