docs(01-02): complete conversation context management plan
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Tasks completed: 2/2
- Created conversation data structures with Pydantic validation
- Implemented intelligent context manager with hybrid compression

SUMMARY: .planning/phases/01-model-interface/01-02-SUMMARY.md
STATE: Updated to reflect Plan 2 completion
ROADMAP: Updated Plan 2 as complete
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Mai Development
2026-01-27 12:15:57 -05:00
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# Project State & Progress
**Last Updated:** 2026-01-27
**Current Status:** Phase 1, Plan 1 complete - foundation infrastructure ready
**Current Status:** Phase 1, Plan 2 complete - conversation context management implemented
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|--------|-------|
| **Milestone** | v1.0 Core (Phases 1-5) |
| **Current Phase** | 01: Model Interface & Switching |
| **Current Plan** | 01 of 3 (in phase) |
| **Overall Progress** | 1/15 phases complete |
| **Progress Bar** | ███░░░░░░░░░░░ 7% |
| **Current Plan** | 02 of 3 (in phase) |
| **Overall Progress** | 2/15 phases complete |
| **Progress Bar** | ███░░░░░░░░ 13% |
| **Model Profile** | Budget (haiku priority) |
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- **2026-01-27**: Gathered Phase 1 context and created detailed execution plan (01-01-PLAN.md)
- **2026-01-27**: Configured GSD workflow with MCP tools (Hugging Face, WebSearch)
- **2026-01-27**: **EXECUTED** Phase 1, Plan 1 - Created LM Studio connectivity and resource monitoring foundation
- **2026-01-27**: **EXECUTED** Phase 1, Plan 2 - Implemented conversation context management and memory system
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## What's Next
**Phase 1, Plan 2: Conversation context management and memory system**
- Implement conversation history storage (SQLite or lightweight DB)
- Create context window management with token tracking
- Implement hybrid compression strategy (summarize old, keep recent)
- Add memory retrieval and pattern recognition
**Phase 1, Plan 3: Intelligent model switching integration**
- Implement model selection based on system resources
- Create seamless switching between LM Studio models
- Add context preservation during model changes
- Implement failure recovery and fallback mechanisms
Status: Ready to execute 01-02-PLAN.md when available.
Status: Ready to execute 01-03-PLAN.md when available.
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