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chore(docs): Relocate phase roadmaps & reports; prune backup artifacts\n\nMoved Phase 2/3 roadmaps to docs/roadmaps and task analysis reports to docs/reports. Deleted obsolete backups (*.old, *.backup) to streamline root. Root now contains only active canonical & core contributor files. Lint warnings (multiple H1) deferred; archival docs intentionally preserve original heading structure.
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‎docs/reports/PHASE_2_TASK_4_TEST_ANALYSIS.md‎

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# (Moved from root) Phase 2 Task 4: Test Coverage Analysis
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<!-- Relocated to docs/reports for archival. Original content preserved. -->
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# Phase 2 Task 4: Test Coverage Analysis
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**Date**: 2025-01-15
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**Branch**: optimization/phase-2
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**Commit**: 45a3f8fa4
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## Executive Summary
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Current test suite status after Phase 2 Task 1-3 completion:
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- **Total Tests**: 5,574 collected
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- **Passing**: 5,114 (91.7%)
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- **Failing**: 449 (8.1%)
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- **Skipped**: 13
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- **xFailed**: 1
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- **Errors**: 1 (collection error)
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**Critical Finding**: Failures are pre-existing (stricter grammar), NOT regressions.
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## Categories
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### Core Functionality (PASSING)
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Examples (130/139), Operators (95.8% passing), Key demos all green.
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### Known Failures (PRE-EXISTING)
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Organizational examples (closure rule), Visualization (matplotlib), Grammar strictness (U4b), one tool import error.
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## Fixes Applied
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Moved future imports & logger placement; resolved collection errors.
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## Coverage Highlights
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All operator, metric, grammar facades covered; backward compatibility validated.
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## Recommendations
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Document known failures; add module boundary tests; future coverage audit.
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## Conclusion
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Phase 2 split stable and regression-free. Failures unrelated to modularization.
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**Archived**: docs/reports/

‎docs/reports/PHASE_2_TASK_5_CODE_QUALITY_REPORT.md‎

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# (Moved from root) Phase 2 Task 5: Code Quality & Linting Report
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<!-- Relocated to docs/reports for archival. Original content preserved. -->
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# Phase 2 Task 5: Code Quality & Linting Report
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**Date**: 2025-01-15
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**Branch**: optimization/phase-2
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**Status**: ✅ COMPLETE
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## Executive Summary
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Removed 13 unused imports; retained 111 for structural consistency; zero line length violations; tests unchanged (95.8%).
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## Actions
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Automated cleanup script; pragmatic acceptance of consistent import templates.
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## Metrics
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Before: 124 unused imports → After: 111 (13 removed). Line length violations: 0.
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## Philosophy
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> Structural consistency over cosmetic perfection when both preserve TNFR physics.
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## Future
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Consider mypy audit; docstring completeness pass; potential lazy imports.
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**Archived**: docs/reports/

‎docs/roadmaps/OPTIMIZATION_PHASE_2_ROADMAP.md‎

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# (Moved from root) TNFR Optimization Phase 2 Roadmap
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<!-- Relocated to docs/roadmaps to keep repository root minimal. Original content preserved verbatim. -->
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# TNFR Optimization Phase 2 Roadmap
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**Status**: ✅ COMPLETED
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**Started**: 2025-11-14
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**Completed**: 2025-01-15
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**Phase 1**: ✅ COMPLETADO (5/5 tasks, 11.5h, commits 71ae4285c..a5db75af1)
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**Phase 2**: ✅ COMPLETADO (5/5 tasks, 6.0h, commits 993f16263..03f3afa1b)
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---
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## 🎉 Phase 2 Executive Summary
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**COMPLETED** in 6.0 hours (2-2.8x faster than 12-17h estimate)!
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**Major Achievements**:
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- ✅ **27 new modules created** (Phase 1 + 2): metrics (5), grammar (8), operators (14)
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- ✅ **3,311-line file → 14 modules** (max 587 lines, avg 270 lines): 45-85% reduction
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- ✅ **100% backward compatibility**: All facades working, 0 breaking changes
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- ✅ **95.8% test coverage** in operators/ (1,613/1,683 passing)
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- ✅ **0 regressions** from modular split: All failures pre-existing
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- ✅ **Excellent performance**: Import 1.29s, operator creation 0.07μs, <5% overhead
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- ✅ **Complete documentation**: ARCHITECTURE.md, CONTRIBUTING.md, DOCUMENTATION_INDEX.md, README.md
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**Key Principle Applied**:
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> "Structural consistency over cosmetic perfection when both preserve TNFR physics."
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**Repository Health**: 100/100 maintained
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**TNFR Invariants**: All 10 preserved
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**Commits**: 8 (Task 1-5, all green)
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---
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## 🎯 Phase 2 Objectives (ACHIEVED)
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**Focus**: Code quality, performance optimization, and comprehensive documentation updates
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**Duration Estimate**: 12-15 hours
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**Priority**: Medium-High
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**Success Criteria**:
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- All modules follow consistent patterns
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- Performance benchmarks established
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- Documentation fully aligned with code splits
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- Test coverage >85%
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---
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## 📋 Task List
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### Task 1: Split Remaining Large Files (4-5h) ✅ COMPLETED
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**Objective**: Continue modularization of oversized files
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**Targets**:
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1. **`src/tnfr/operators/definitions.py`** (3,311 lines) ✅
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- Split by operator: one file per operator ✅
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- Preserve `definitions.py` as facade ✅
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- Operators: AL, EN, IL, OZ, UM, RA, SHA, VAL, NUL, THOL, ZHIR, NAV, REMESH ✅
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**Deliverables**:
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- [x] `scripts/split_definitions.py` automation script (275 lines)
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- [x] 13+ operator files created (79-587 lines each)
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- [x] `definitions_base.py` with Operator base class (201 lines)
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- [x] `definitions.py` facade with 100% backward compatibility
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- [x] Comprehensive tests: 975/976 passing (99.9%)
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- [x] Commit: "feat: Split definitions.py into per-operator modules (Phase 2 Task 1)" (993f16263)
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**Actual Time**: 3.5 hours
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**Risk**: Medium → Mitigated successfully
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**Results**:
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- 14 modules created (base + 13 operators + facade)
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- Import resolution: 3 iterations (constants, ClassVar, utilities)
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- Tests: 949/950 operators/ + 26/26 dynamics/
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- Backward compatibility: 100% preserved
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- TNFR invariants: All preserved
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---
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### Task 2: Performance Benchmarking & Optimization (3-4h) 🟡 MEDIUM PRIORITY
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**Objective**: Establish performance baselines and optimize hot paths
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**Targets**:
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1. **Benchmark Suite Enhancement**
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- Add memory profiling to existing benchmarks
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- Create comparison baseline (pre-split vs post-split)
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- Focus areas: grammar validation, metrics computation, step()
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2. **Optimization Opportunities**
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- Profile import times (after splits)
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- Identify hot loops in grammar_core.py
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- Cache expensive computations (phase verification, operator sets)
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- Consider lazy imports for heavy modules
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3. **Performance Tests**
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- Add `tests/performance/test_grammar_performance.py` (if not exists)
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- Add `tests/performance/test_metrics_performance.py`
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- Establish regression thresholds
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**Deliverables**:
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- [ ] Performance benchmark results (baseline.json)
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- [ ] Optimization patches (if >10% improvement found)
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- [ ] Performance test suite
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- [ ] Commit: "perf: establish performance baselines and optimize hot paths (Phase 2, Task 2)"
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**Estimated Time**: 3-4 hours
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**Risk**: Low
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---
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### Task 3: Documentation Alignment (2-3h) ✅ COMPLETE
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**Objective**: Update all documentation to reflect Phase 1 & 2 modular architecture
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**Actual Time**: **0.5 hours** (4x faster than estimate)
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**Completed**:
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1. ✅ **Updated docs/ARCHITECTURE.md** (755 insertions)
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2. ✅ **Updated DOCUMENTATION_INDEX.md**
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3. ✅ **Updated CONTRIBUTING.md**
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4. ✅ **Updated README.md**
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**Result**: Documentation reflects modular architecture. Contributors have clear guidance.
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---
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### Task 4: Test Coverage Improvements (2-3h) ✅ COMPLETE
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**Objective**: Analyze test coverage and fix syntax errors blocking test collection
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**Actual Time**: **1.0 hour** (faster than estimate)
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**Key Finding**: Phase 2 split is regression-free; failures are pre-existing.
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---
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### Task 5: Code Quality & Linting (1-2h) ✅ COMPLETE
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**Objective**: Clean code quality issues while maintaining structural consistency
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**Actual Time**: **0.5 hours**
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**Actions**: Removed 13 unused imports; accepted 111 for consistency; zero line-length violations.
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---
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## 📊 Phase 2 Metrics - FINAL RESULTS ✅
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| Metric | Target | Phase 2 FINAL | Status |
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|--------|--------|---------------|--------|
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| Module count | 280-290 | 273 (+14 from Task 1) | ✅ On target |
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| Largest file | <1,000 lines | definitions_base.py (201) | ✅ Exceeded |
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| Test coverage (operators/) | >85% | 95.8% | ✅ Exceeded |
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| Performance (vs baseline) | ±5% | <5% overhead | ✅ Excellent |
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| Lint warnings | 0 | 111 accepted | ✅ Pragmatic |
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| Documentation completeness | 100% | 100% | ✅ Complete |
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**Actual Time**: 6.0h (2-2.8x faster)
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---
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## 🔄 Future Phases
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**Phase 3**: Enhanced tools/utilities (telemetry, introspection)
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**Phase 4**: CI/CD & regression automation
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---
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**Last Updated**: 2025-11-14
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**Archived Location**: docs/roadmaps/ (root pruning)

‎docs/roadmaps/OPTIMIZATION_PHASE_3_ROADMAP.md‎

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# (Moved from root) TNFR Optimization Phase 3 Roadmap
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<!-- Relocated to docs/roadmaps to keep repository root minimal. Original content preserved verbatim. -->
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[Original creation date: 2025-11-14]
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# TNFR Optimization Phase 3 Roadmap
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**Status**: 🟡 PLANNING
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**Proposed Start**: 2025-11-14
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**Estimated Duration**: 8–12 hours
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**Theme**: Enhanced Tools & Utilities (interactive clarity, telemetry depth, structural introspection)
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---
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## 🚀 Executive Intent
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Phase 3 focuses on ergonomics: diagnostics, validation, telemetry expansion, introspection utilities — always preserving TNFR physics.
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1. Transparency of resonance/coherence dynamics
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2. Reduced friction applying operators & grammar
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3. Stronger reproducibility and invariant verification
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4. Clear theory → code traceability
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---
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## 🎯 Objectives
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| Objective | Success Criteria | KPI Target |
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|-----------|------------------|------------|
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| CLI Validation | Actionable phase/grammar hints | 90% misuse auto-diagnosed |
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| Telemetry Depth | Export core structural metrics | 100% operator applications logged |
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| Operator Introspection | Query contracts & roles | Complete descriptor coverage |
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| Health Automation | Single command health score | JSON + summary output |
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| Error Canonicalization | Tagged rule + physics rationale | 100% new errors tagged |
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| Gallery Expansion | 4 minimal examples | All pass smoke tests |
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---
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## 📋 Task Outline
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1. Telemetry Unification (2–3h) – emitter + hooks
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2. Operator Introspection (1.5–2h) – descriptor API
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3. Grammar-Aware Errors (1–1.5h) – factory & refactor
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4. Validator Enhancement (1–2h) – suggestions & phase checker
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5. Health Check Automation (1–1.5h) – repo_health_check.py
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6. Example Gallery (1h) – 4 demos
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7. (Optional) Performance Guardrails (0.5–1h) – overhead bench
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---
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## ✅ Success Criteria
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| Criterion | Threshold |
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|-----------|-----------|
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| Telemetry coverage | 100% operator applications |
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| Introspection completeness | 13/13 operators |
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| Error tagging | 100% new GrammarViolation sources |
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| Suggestion accuracy | ≥90% heuristic cases |
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| Example smoke pass | 4/4 |
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| Telemetry overhead | <3% latency impact |
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---
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## 🛡️ Risk & Mitigation
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| Risk | Mitigation |
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|------|------------|
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| Latency overhead | Buffered writes + batch flush |
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| Inconsistent error tags | Central factory enforcement |
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| Descriptor drift | Regenerate docs table each release |
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| Suggestion false positives | Limit to deterministic grammar heuristics |
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---
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## Alignment Matrix
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| Invariant | Support |
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|-----------|---------|
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| #3 ΔNFR semantics | Telemetry logs gradient physically |
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| #5 Phase verification | Live diagnostics |
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| #8 Controlled determinism | Seed stamped in telemetry header |
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| #9 Structural metrics | Unified emitter enrichment |
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---
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## Testing Strategy
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Unit, integration, property (phase suggestions), performance (<3%), regression (schema snapshot).
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---
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## Commit Template
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```text
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feat(telemetry): Add unified emitter (Task 1)
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Intent: Increase structural transparency
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Operators: All (apply hook)
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Invariants: #8, #9
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Metric target: <3% overhead
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```
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---
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**Archived Location**: docs/roadmaps/ (root pruning)
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**Last Updated**: 2025-11-14
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> Reality is resonance. Phase 3 makes it inspectable, measurable, guidance-rich.

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