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Phase 01: Model Interface & Switching - Implementation decisions documented - Phase boundary established
65 lines
2.1 KiB
Markdown
65 lines
2.1 KiB
Markdown
# Phase 01: Model Interface & Switching - Context
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**Gathered:** 2026-01-27
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**Status:** Ready for planning
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<domain>
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## Phase Boundary
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Connect to LMStudio for local model inference, auto-detect available models, intelligently switch between models based on task and availability, and manage model context efficiently (conversation history, system prompt, token budget).
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</domain>
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<decisions>
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## Implementation Decisions
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### Model Selection Strategy
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- Primary factor: Available resources (CPU, RAM, GPU)
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- Preference: Most efficient model that fits constraints
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- Categorize models by both capability tier AND resource needs
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- Fallback: Try minimal model even if slow when no model fits constraints
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### Context Management Policy
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- Trigger compression at 70% of context window
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- Use hybrid approach: summarize very old messages, keep some middle ones intact, preserve all recent messages
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- Priority during compression: Always preserve user instructions and explicit requests
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- Adapts to different model context sizes based on percentage
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### Switching Behavior
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- Silent switching: No user notifications when changing models
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- Dynamic switching: Can switch mid-task if current model struggles
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- Smart context transfer: Send context relevant to why switching occurred
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- Queue new tasks: Prepare new model in background, use for next message
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### Failure Handling
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- Auto-start LM Studio if not running
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- Try next best model automatically if model fails to load
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- Switch and retry immediately if model gives no response or errors
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- Graceful degradation: Switch to minimal resource usage mode when exhausted
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### Claude's Discretion
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- Exact model capability tier definitions
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- Context compression algorithms and thresholds within hybrid approach
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- What constitutes "struggling" for dynamic switching
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- Graceful degradation specifics (which features to disable)
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</decisions>
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<specifics>
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## Specific Ideas
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No specific requirements — open to standard approaches for local model management.
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</specifics>
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<deferred>
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## Deferred Ideas
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None — discussion stayed within phase scope
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</deferred>
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---
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*Phase: 01-model-interface*
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*Context gathered: 2026-01-27* |