Files
avbeat-com/src/lib
Claude (Phase B) 6feee16391 Phase B+: severity-aware quality gates (hard banned terms vs soft)
src/lib/ai/quality-gates.ts:
  - Read bb.banned_terms with the ban_level column so admins can mark
    a term as hard (instant fail) or soft (score nudge).
  - Hard hits join the hard-coded AI_TELLS list to instant-fail the
    rewrite (status=failed_quality, regenerate).
  - Soft hits each contribute +0.05 to the heuristic AI-detector score,
    capped at +0.30, so a borderline-slop article can be tipped over
    the 0.65 threshold without single-handedly being rejected.
  - Multi-word phrases are matched as substrings; single words use a
    boundary regex that handles hyphenated terms cleanly.
  - QualityGateResult now exposes softWordsFound alongside the existing
    bannedWordsFound; failure_reason text includes the soft list when
    the score trip is what failed.

44 terms seeded in bb.banned_terms (23 hard hype words like
"revolutionary", "industry-leading", "world-class", plus 7 PR-speak
openers like "pleased to announce"; 21 soft like "innovative",
"leverages", "robust", "transform").

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-14 20:48:07 +00:00
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