diff --git a/.gitignore b/.gitignore index 86ae503..c6c0faf 100644 --- a/.gitignore +++ b/.gitignore @@ -41,9 +41,7 @@ htmlcov/ config.yaml logs/ *.log -models/ cache/ -.planning/STATE.md .planning/PHASE-*-PLAN.md # Discord diff --git a/.planning/STATE.md b/.planning/STATE.md new file mode 100644 index 0000000..c67a90f --- /dev/null +++ b/.planning/STATE.md @@ -0,0 +1,76 @@ +# Project State & Progress + +**Last Updated:** 2026-01-27 +**Current Status:** Phase 1, Plan 1 complete - foundation infrastructure ready + +--- + +## Current Position + +| Aspect | Value | +|--------|-------| +| **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% | +| **Model Profile** | Budget (haiku priority) | + +--- + +## Key Decisions Made + +### Architecture & Approach +- **Local-first design**: All inference, memory, and improvement happens locally — no cloud dependency +- **Second-agent review system**: Prevents broken self-modifications while allowing auto-improvement +- **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) +- **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 + +--- + +## Recent Work + +- **2026-01-26**: Created comprehensive roadmap with 15 phases across v1.0, v1.1, v1.2 +- **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 + +--- + +## 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 + +Status: Ready to execute 01-02-PLAN.md when available. + +--- + +## Blockers & Concerns + +None — all prerequisites met, dependencies identified, approach approved. + +--- + +## Configuration + +**Model Profile**: budget (prioritize haiku for speed/cost) +**Workflow Toggles**: +- Research: enabled +- Plan checking: enabled +- Verification: enabled +- Auto-push: enabled + +**MCP Integration**: +- Hugging Face Hub: enabled (model discovery, datasets, papers) +- Web Research: enabled (current practices, architecture patterns) diff --git a/.planning/phases/01-model-interface/01-01-SUMMARY.md b/.planning/phases/01-model-interface/01-01-SUMMARY.md new file mode 100644 index 0000000..6495927 --- /dev/null +++ b/.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* \ No newline at end of file