Three small audit notes closed red-first:
- Empty/[DONE]-only SSE reassembly no longer masquerades as a
completed turn: complete_with_tools raises LLM_UPSTREAM_EMPTY and the
tool agent surfaces that status instead of COMPLETED with blank
narration.
- The SLA 'intent_parsing' row is relabelled intent_parsing_keyword
(it measures regex classification); an LLM-classification row appears
only under RUN_LIVE_LLM=1 with a real key, counting only genuine llm
outcomes; SSE first-token requires >=3 samples or WITHHELD.
- Report ends with explicit FAILED/PASSED/WITHHELD tallies and an
all-withheld run exits nonzero — withheld can never read green.
21 red-first tests; suite at 451.
Co-Authored-By: Claude <[email protected]>
