Orchestration Workflow

Optimization Cycle

1. ANALYZE    -> Read devlog overview + current best results
2. PROFILE    -> Launch Profiler Agent -> get compact bottleneck analysis
3. SELECT     -> Choose implementation language based on the required control level
4. STRATEGIZE -> Load the shared optimization guidance plus the language-specific optimization catalog
5. DESIGN     -> Launch Kernel Designer Agent -> implement optimizations in new version
6. VERIFY     -> Launch Profiler Agent on new version -> compare with previous
7. EVALUATE   -> Target met? -> Done. Not met? -> Back to step 3
8. LEARN      -> If novel insight: update knowledge base (mandatory)

The LEARN step is mandatory whenever a profiling or implementation iteration reveals a reusable pattern, a refined applicability condition, or a confuted prior assumption.