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