docs(01): complete model interface phase
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Phase 01: Model Interface & Switching
  - All 3 plans executed and verified
  - LM Studio connectivity, resource monitoring, and intelligent switching implemented
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Mai Development
2026-01-27 12:55:04 -05:00
parent b1a3b5e970
commit 629abbfb0b
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| Aspect | Value |
|--------|-------|
| **Milestone** | v1.0 Core (Phases 1-5) |
| **Current Phase** | 01: Model Interface & Switching |
| **Current Plan** | 3 of 3 (phase complete) |
| **Current Phase** | 02: Safety & Sandboxing |
| **Current Plan** | 1 of 4 (next to execute) |
| **Overall Progress** | 1/15 phases complete |
| **Progress Bar** | █████░░░░░░░░░ 20% |
| **Progress Bar** | █████░░░░░░░░░ 20% |
| **Model Profile** | Budget (haiku priority) |
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- **Personality as code + learned layers**: Unshakeable core prevents misuse while allowing authentic growth
- **v1 scope**: Core systems only (model interface, safety, memory, conversation) before adding task automation
### Phase 1 Specifics (Model Interface)
### Phase 1 Complete (Model Interface)
- **Model selection strategy**: Primary factor is available resources (CPU, RAM, GPU)
- **Context management**: Trigger compression at 70% of window, use hybrid approach (summarize old, keep recent)
- **Switching behavior**: Silent switching, no user notifications when changing models
- **Failure handling**: Auto-start LM Studio if needed, try next best model automatically
- **Discretion**: Claude determines capability tiers, compression algorithms, and degradation specifics
- **Implementation**: All three plans executed with comprehensive model switching, resource monitoring, and CLI interface
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- **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
- **2026-01-27**: **EXECUTED** Phase 1, Plan 3 - Integrated intelligent model switching and CLI interface
- **2026-01-27**: Phase 1 complete - all models interface and switching functionality implemented
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## What's Next
Phase 1 complete. Ready for Phase 2: Safety & Sandboxing
Next phase requirements:
- Implement sandbox execution environment for generated code
- Multi-level security assessment (LOW/MEDIUM/HIGH/BLOCKED)
- Audit logging with tamper detection
- Resource-limited container execution
Status: Ready to execute 02-01-PLAN.md when available.
Status: Phase 2 has 4 plans ready for execution.
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## Blockers & Concerns
None — all prerequisites met, dependencies identified, approach approved.
None — all Phase 1 deliverables complete and verified. Moving to safety systems.
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