Phase 5 requires monitoring Q-value learning and adjusting retrieval weights so that retrieval performance can be continuously tuned based on observed learning behavior.

Monitor Q-value learning and adjust retrieval weights

— PYRANA_Internal_Knowledge_Graph_Specification.md

### Phase 5: Continuous Improvement (Ongoing)

— PYRANA_Internal_Knowledge_Graph_Specification.md

Review AmbientAgent gap detection reports weekly

— PYRANA_Internal_Knowledge_Graph_Specification.md