docs: Update DEVELOPMENT_GUIDANCE.md with Phase 3.3 and Organization v2.0
Updated development guidance to reflect recent completions: - Phase 3.3 (Visualization & Model Cleanup): ✅ 100% Complete - Study Organization v2.0: ✅ 100% Complete - Progress: 75-85% → 80-90% Complete - Working example: simple_beam_optimization (56 trials, 4 substudies) Added detailed sections for: - 6 plot types (convergence, design space, parallel coords, etc.) - Model cleanup system (50-90% disk savings) - Study organization structure (1_setup/, 2_substudies/, 3_reports/) - Templates and migration tools Updated evidence with actual implementation details and file locations. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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> **Living Document**: Strategic direction, current status, and development priorities for Atomizer
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>
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> **Last Updated**: 2025-11-17
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> **Last Updated**: 2025-11-17 (Evening - Phase 3.3 Complete)
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>
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> **Status**: Alpha Development - 75-85% Complete, Integration Phase
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> **Status**: Alpha Development - 80-90% Complete, Integration Phase
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---
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### Quick Stats
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- **110 Python files** (~9,127 lines in core engine alone)
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- **110+ Python files** (~10,000+ lines in core engine)
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- **23 test files** covering major components
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- **Phase 1 (Plugin System)**: ✅ 100% Complete & Production Ready
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- **Phases 2.5-3.1 (LLM Intelligence)**: ✅ 85% Complete - Components Built, Integration Needed
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- **Working Example Study**: Bracket displacement optimization with substudy system
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- **Phase 3.3 (Visualization & Cleanup)**: ✅ 100% Complete & Production Ready
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- **Study Organization v2.0**: ✅ 100% Complete with Templates
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- **Working Example Study**: simple_beam_optimization (4 substudies, 56 trials, full documentation)
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### Key Insight
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- **Precision Control**: 4-decimal rounding for engineering units
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**Evidence**:
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- `studies/bracket_displacement_maximizing/` has real optimization results
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- 20 trials successfully completed with live history tracking
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- Results: max_displacement: 0.611mm at trial 1, converging to 0.201mm at trial 20
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- `studies/simple_beam_optimization/` - Complete 4D optimization study
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- 4 substudies (01-04) with numbered organization
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- 56 total trials across all substudies
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- 4 design variables (beam thickness, face thickness, hole diameter, hole count)
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- 3 objectives (displacement, stress, mass) + 1 constraint
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- Full documentation with substudy READMEs
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- `studies/bracket_displacement_maximizing/` - Earlier study (20 trials)
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#### ✅ Plugin System (Phase 1)
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**Status**: PRODUCTION READY
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- **Live incremental history** tracking
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- **Clean separation** of concerns
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**File**: `studies/bracket_displacement_maximizing/run_substudy.py`
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**File**: `studies/simple_beam_optimization/run_optimization.py`
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#### ✅ Phase 3.3: Visualization & Model Cleanup
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**Status**: PRODUCTION READY
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Automated post-processing system for optimization results:
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- **6 Plot Types**:
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- Convergence (objective vs trial with running best)
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- Design space evolution (parameter changes over time)
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- Parallel coordinates (high-dimensional visualization)
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- Sensitivity heatmap (parameter correlation analysis)
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- Constraint violations tracking
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- Multi-objective breakdown
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- **Output Formats**: PNG (300 DPI) + PDF (vector graphics)
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- **Model Cleanup**: Selective deletion of large CAD/FEM files
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- Keeps top-N best trials (default: 10)
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- Preserves all results.json files
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- 50-90% disk space savings typical
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- **Configuration**: JSON-based `post_processing` section
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**Evidence**:
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- Tested on 50-trial beam optimization
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- Generated 12 plot files (6 types × 2 formats)
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- Plots saved to `studies/simple_beam_optimization/2_substudies/04_full_optimization_50trials/plots/`
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- Documentation: `docs/PHASE_3_3_VISUALIZATION_AND_CLEANUP.md`
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**Integration**: Runs automatically after optimization completes (if enabled in config)
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#### ✅ Study Organization System v2.0
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**Status**: PRODUCTION READY
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Standardized directory structure for all optimization studies:
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**Structure**:
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```
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studies/[study_name]/
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├── 1_setup/ # Pre-optimization (model, benchmarking)
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├── 2_substudies/ # Numbered runs (01_, 02_, 03_...)
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└── 3_reports/ # Study-level analysis
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```
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**Features**:
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- **Numbered Substudies**: Chronological ordering (01, 02, 03...)
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- **Self-Documenting**: Each substudy has README.md with purpose/results
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- **Metadata Tracking**: study_metadata.json with complete substudy registry
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- **Templates**: Complete templates for new studies and substudies
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- **Migration Tool**: reorganize_study.py for existing studies
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**Evidence**:
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- Applied to simple_beam_optimization study
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- 4 substudy READMEs documenting progression
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- Complete template system in `templates/`
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- How-to guide: `templates/HOW_TO_CREATE_A_STUDY.md`
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- Documentation: `docs/STUDY_ORGANIZATION.md`
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**File**: `studies/simple_beam_optimization/study_metadata.json`
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### 🚧 What's Built But Not Yet Integrated
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