{"slug":"brycewang-stanford-humanizer","source_name":"brycewang-stanford/humanizer","name":"Brycewang Stanford/Humanizer","description":"Strip AI writing patterns from text. Checks 24 patterns across 4 categories (structural, lexical, rhetorical, formatting) with academic economics adaptation. This skill should be used on any text that reads too \"AI-generated\", or as a final pass on drafted sections. Triggers on \"humanize\", \"de-AI\", \"make it sound natural\", or \"strip AI patterns\".","version":1,"lift":{"pass_rate_delta_pts":13.64,"pass_rate_pct":77.3,"total_cases":22,"passed_cases":17,"tokens_delta_pct":56.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-11T04:46:10.198391+00:00"},"skill_score":0.7727,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.64,"with_pass_pct":77.3,"without_pass_pct":63.6,"tokens_delta_pct":56.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":18,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-11T04:46:10.198391+00:00","run_id":"ddf360cc-a867-410f-b1e7-cf6d11ff89f7","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"NOASSERTION","install_count":0,"manifest_hash":"b12e5831a28ee1ca4e5e9f69be5f1d7c3d7a46f23b829f44a0f3a50d0c7331bc","raw_url":"https://app.decimal.ai/s/brycewang-stanford-humanizer/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-humanizer"}