Skip to content

🎯 IMPLEMENTATION PLAN: Optimization Pipeline (08_05)

📍 UBICACIÓN

Carpeta: 4 - INTEGRATION/08_PLUGINS/08_05_optimization_pipeline/

🤖 PROMPT INICIAL

"Estoy en 08_05_optimization_pipeline. Implementaré el pipeline de optimización. Leo IMPLEMENTATION_PLAN.md."

📊 FASES (5 prompts, 16-22h)

FASE 1: Analysis Tools (3-4h)

Tareas: 1. 08_05_00_analysis_tools/ 2. StaticAnalyzer.hpp/.cpp - Análisis estático 3. ComplexityMetrics.hpp/.cpp - Métricas de complejidad 4. ProfilingIntegration.hpp/.cpp - Integración profilers 5. Tests

Checklist: - [ ] StaticAnalyzer detecta issues - [ ] ComplexityMetrics calcula métricas - [ ] ProfilingIntegration con tracy/perf

FASE 2: Complexity Scoring (3-4h)

Tareas: 1. 08_05_01_complexity_scoring/ 2. CPUCostEstimator.hpp/.cpp 3. MemoryFootprintPredictor.hpp/.cpp 4. IOBandwidthCalculator.hpp/.cpp 5. Tests de estimación

Checklist: - [ ] CPU cost preciso (±10%) - [ ] Memory prediction correcta - [ ] I/O bandwidth calculado

FASE 3: Optimization Engine (4-5h)

Tareas: 1. 08_05_02_optimization_engine/ 2. SIMDSelector.hpp/.cpp - Auto SIMD 3. LoopUnroller.hpp/.cpp - Loop unrolling 4. InliningAdvisor.hpp/.cpp - Inlining hints 5. Tests de optimizaciones

Checklist: - [ ] SIMD selection automática - [ ] Loop unrolling suggestions - [ ] Inlining recommendations

FASE 4: Variant Generation (3-4h)

Tareas: 1. 08_05_03_variant_generation/ 2. QualityTierGenerator.hpp/.cpp 3. FeatureToggle.hpp/.cpp 4. AdaptiveProcessor.hpp/.cpp 5. Tests de variantes

Checklist: - [ ] Draft/Pro/Ultra variants - [ ] Feature toggles funcionan - [ ] Adaptive processing según CPU

FASE 5: Benchmarking (3-5h)

Tareas: 1. 08_05_04_benchmarking/ 2. AutomatedBenchmarks.hpp/.cpp 3. RegressionDetector.hpp/.cpp 4. PerformanceReporter.hpp/.cpp 5. Tests + Docs

Checklist: - [ ] Benchmarks automáticos - [ ] Regression detection - [ ] Reports HTML/JSON

🎯 CRITERIOS

  • Análisis estático preciso
  • Estimaciones ±15% reales
  • Optimizaciones mejoran > 20%
  • Benchmarks reproducibles

📦 DEPENDENCIAS

Depende: 08_02 (DSP Integration)

💾 COMMITS

git commit -m "feat(08_05): add analysis tools"
git commit -m "feat(08_05): add complexity scoring"
git commit -m "feat(08_05): add optimization engine"
git commit -m "feat(08_05): add variant generation"
git commit -m "feat(08_05): add benchmarking"

Estado: 📝 LISTO | Estimación: 16-22h