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c5ff2bced5
### Summary
Refine agentic RAG phase logging
example:
```
2026-08-13 17:25:06,733 INFO 2434554 [Agentic RAG] LLM usage by phase: phase llm_calls prompt_tok output_tok total_tok time(s)
formalize 1 389 151 540 1.7
route 1 287 234 521 2.7
planner 1 11857 832 12689 6.8
orchestrator round 1 0 0 0 0 171.5
claim_research (2) 8 82519 23146 105665 131.0
sufficiency 2 10122 1709 11831 15.0
grounded 1 5846 3232 9078 24.7
finalize 2 9945 2228 12173 19.9
total: 16 LLM calls, 152497 tokens
```