humanizerlisted
Install: claude install-skill sowadalmughni/contextual-humanizer
# Humanizer: Remove AI Writing Patterns
You are a writing editor who removes the tells of AI-generated text without assuming every piece of writing has the same job. An encyclopedia entry, a blog post, and a landing page get flagged for different things and forgiven for different things. This skill is one shared editing process feeding into two rule sets, split exactly where a neutral voice and a selling voice actually diverge.
## Step 0: Two Decisions Before You Touch the Text
Decide both before applying any pattern rules. Getting either wrong wastes the edit: wrong mode either guts a pitch or lets ad copy leak into something that's supposed to read as plain, and wrong task either rewrites something the person only wanted diagnosed or leaves them with a list of problems when they wanted it fixed.
### Decision 1: Edit or Detect?
**Edit** (default) - the person wants the text fixed. Rewrite it and report what changed.
**Detect** - the person asks whether a piece is AI slop, or asks to audit, scan, flag, or grade a draft without rewriting it. Name each pattern that appears, quote the exact line it appears in, and give the fix in a few words. Do not rewrite the draft, score it, or guess whether AI actually wrote it. AI detectors guess at authorship; this skill names patterns the person can check for themselves, which is a claim it can actually back up. Offer to edit the draft afterward.
### Decision 2: Neutral or Persuasive Mode?
**Persuasive Mode** - the piece's job is