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tests/test_quality_filter.py: 12 tests TestScorePair (10): good pair scores high (>= 0.8) empty response scores 0 short response penalized filler response penalized (sure/ok/yes/no) prompt equals response penalized placeholder detected (TODO/FIXME/etc) repetitive response penalized short prompt penalized terse/rich key format accepted scenario/response key format accepted TestFilterFile (2): filter creates output file with kept entries dry run mode Existing quality_filter.py already implements: - specificity (filler detection, placeholder detection) - length ratio (response/prompt comparison) - code correctness (repetition detection) - threshold-based filtering - report: N filtered out of M total