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feat(ha): Hausa/Zulu lexicons, caller=studylabs gate skip, budurwa precision fix — HA P=1.000
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feat(api): Hausa and Zulu rewrite rules, lexicons, and aibridge gate wiring
Sync API, config, core loader, and ha/zu lexicons from main; include rules_engine
space normalization after empty replacements.
Made-with: Cursor
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chore(hf-deploy): sync main — SW recall boost +39pp, 28 new derogation patterns
SW F1=0.851, Recall=0.881. Syncs eval/detector_patterns.py, rules/lexicon_sw_v3.csv,
eval/metrics.json, api/rules_engine.py, core/ from main.
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fix: sync _preserve_case + statistical bare-count fix from main
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feat: sync main → hf-deploy — SW F1=0.840, EN=1.000, FR=0.970, KI=0.667
Brings hf-deploy up to date with main (post lexicon expansion sprint).
Key changes:
- SW F1: 0.816 → 0.840 (P=0.807, R=0.877)
- EN F1: 0.885 → 1.000
- FR F1: 0.793 → 0.970
- KI F1: 0.352 → 0.667
- api/rules_engine.py: fix warn-severity text mutation bug
- core/context_checker.py: tightened biographical + advocacy suppression
- eval: AIBRIDGE gender-disaggregated metrics (female/male/neutral F1 breakdown)
- rules/lexicon_sw_v3.csv: compound occupation + Sheng + actor/rep phrases
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deploy: FastAPI + mount_gradio_app pattern for /rewrite + Gradio UI
