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README now documents the detection head-to-head benchmark (52 cases / 7 languages; umbra-core 100% recall / 0 FP vs Claude Opus 4.8 90%) + the corpus/realrepo commands.
Fix: dependency floor raised to umbra-core>=0.5.0 so a fresh install always has the detection engine.
Honest note: any false positive comes from the optional Semgrep layer, not the deterministic engine (which is 0-FP on the corpus).