8 tagged investigation, measured the same way as everything else here.
Agent
Use this agent during the investigate verification gate to mechanically check every extracted claim's citation anchor by driving the deterministic resolver in scripts/citation.py (resolveanchor + iscleancitation). It reports a per-claim {anchorlevel, ok, reason} and flags uncited claims, degraded anchors…
Agent
Use this agent during the investigate verification gate to perform a blinded, adversarial semantic re-read of ONE extracted claim against the exact source span the extractor cited. It runs a presence check and an entailment check and returns an advisory supported/contradicted/indeterminate verdict for the human…
Agent
Investigates and fixes bugs, and performs code refactoring. Root cause first, fix second.