2 Commits

Author	SHA1	Message	Date
iomgaa	9053233f99	fix(question_gen): gates reject_reason returns raw reason; short-circuit skips LLM ... - GateReport.reject_reason now returns gate.reason directly (no [name] prefix) - verbatim short-circuit sets other 3 gates to SKIP without calling LLM - test_high_verbatim_shortcircuits asserts zero LLM calls and SKIP verdicts Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>	2026-07-11 23:33:57 -04:00
iomgaa	271d1682c9	feat(question_gen): add lightweight 4-gate quality check ... Implement 4 concurrent LLM-based quality gates for generated questions: - key_verify: validates answer evidence in source material - blind_answer: rejects questions answerable without video context - multi_true: detects ambiguous multi-correct options - leak_test: per-family shortcut detection (5 probe templates) Includes run_gates orchestrator with verbatim_ratio short-circuit, JSON response parsing with fallback, and 9 unit tests (all passing). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>	2026-07-11 23:30:13 -04:00