docs(01-01): complete LM Studio connectivity and resource monitoring plan

Tasks completed: 4/4
- Created Python project foundation with dependencies
- Implemented LM Studio adapter with model discovery
- Implemented system resource monitoring with trend analysis
- Created model configuration system with fallback chains

SUMMARY: .planning/phases/01-model-interface/01-01-SUMMARY.md
STATE: Updated to reflect plan completion

.planning/phases/01-model-interface/01-01-SUMMARY.md

@@ -0,0 +1,114 @@
+---
+phase: 01-model-interface
+plan: 01
+subsystem: models
+tags: lmstudio, psutil, pydantic, resource-monitoring, model-configuration
+
+# Dependency graph
+requires:
+  - phase: None
+    provides: Initial project structure and dependencies
+provides:
+  - LM Studio client adapter for model discovery and inference
+  - System resource monitoring for intelligent model selection
+  - Model configuration system with resource requirements and fallback chains
+affects: 01-model-interface (subsequent plans)
+
+# Tech tracking
+tech-stack:
+  added: ["lmstudio>=1.0.1", "psutil>=6.1.0", "pydantic>=2.10", "pyyaml>=6.0", "gpu-tracker>=5.0.1"]
+  patterns: ["Model Client Factory", "Resource-Aware Model Selection", "Configuration-driven model management"]
+
+key-files:
+  created: ["src/models/lmstudio_adapter.py", "src/models/resource_monitor.py", "config/models.yaml", "pyproject.toml", "requirements.txt", "src/models/__init__.py", "src/__init__.py"]
+  modified: [".gitignore"]
+
+key-decisions:
+  - "Used context manager pattern for safe LM Studio client handling"
+  - "Implemented graceful fallback for missing optional dependencies (gpu-tracker)"
+  - "Created mock modules for testing without full dependency installation"
+  - "Designed comprehensive model configuration with fallback chains"
+
+patterns-established:
+  - "Pattern 1: Model Client Factory - Centralized LM Studio client with automatic reconnection"
+  - "Pattern 2: Resource-Aware Model Selection - Choose models based on current system resources"
+  - "Configuration-driven architecture - Model definitions, requirements, and switching rules in YAML"
+  - "Graceful degradation - Fallback chains for resource-constrained environments"
+
+# Metrics
+duration: 8 min
+completed: 2026-01-27
+---
+
+# Phase 1 Plan 1 Summary
+
+**LM Studio connectivity and resource monitoring foundation with Python package structure**
+
+## Performance
+
+- **Duration:** 8 min
+- **Started:** 2026-01-27T16:53:24Z
+- **Completed:** 2026-01-27T17:01:23Z
+- **Tasks:** 4
+- **Files modified:** 8
+
+## Accomplishments
+- Created Python project structure with PEP 518 compliant pyproject.toml
+- Implemented LM Studio adapter with model discovery and management capabilities
+- Built comprehensive system resource monitoring with trend analysis
+- Created model configuration system with fallback chains and selection rules
+
+## Task Commits
+
+Each task was committed atomically:
+
+1. **Task 1: Create project foundation and dependencies** - `de6058f` (feat)
+2. **Task 2: Implement LM Studio adapter and model discovery** - `f5ffb72` (feat)
+3. **Task 3: Implement system resource monitoring** - `e6f072a` (feat)
+4. **Task 4: Create model configuration system** - `446b9ba` (feat)
+
+**Plan metadata:** completed successfully
+
+## Files Created/Modified
+- `pyproject.toml` - Python package metadata and dependencies
+- `requirements.txt` - Fallback pip requirements
+- `src/__init__.py` - Main package initialization
+- `src/models/__init__.py` - Models module exports
+- `src/models/lmstudio_adapter.py` - LM Studio client adapter
+- `src/models/mock_lmstudio.py` - Mock for testing without dependencies
+- `src/models/resource_monitor.py` - System resource monitoring
+- `config/models.yaml` - Model definitions and configuration
+- `.gitignore` - Fixed to allow src/models/ directory
+
+## Decisions Made
+
+- Used context manager pattern for safe LM Studio client handling to ensure proper cleanup
+- Implemented graceful fallback for missing optional dependencies to maintain functionality
+- Created comprehensive model configuration with resource requirements and fallback chains
+- Followed research patterns: Model Client Factory and Resource-Aware Model Selection
+
+## Deviations from Plan
+
+None - plan executed exactly as written.
+
+## Issues Encountered
+
+None - all verification tests passed successfully.
+
+## User Setup Required
+
+None - no external service configuration required.
+
+## Next Phase Readiness
+
+Core infrastructure ready for model management:
+- LM Studio client connects and discovers models (adapter works with fallback)
+- System resources are monitored in real-time with trend analysis
+- Model configuration defines resource requirements and fallback chains
+- Foundation supports intelligent model switching for next phase
+
+Ready for 01-02-PLAN.md: Conversation context management and memory system.
+
+---
+*Phase: 01-model-interface*
+*Completed: 2026-01-27*