humanize

Installation
SKILL.md

Humanize Text

Make AI-generated content read like it was written by a human through targeted, subtle edits.

Why? AI-written text has telltale patterns—formulaic transitions, passive voice, overly balanced sentences—that make it feel mechanical. This skill fixes those patterns without rewriting the whole document.

Model Coverage: Tested on Opus 4.5, Sonnet 4, Haiku. See TESTING.md for details.

Quick Start

  1. wc -w FILE (baseline) → 2. Scan for patterns → 3. Make 10-20 targeted edits → 4. Verify ±20 words & 0 em-dashes → 5. Check burstiness

Supporting Files: REFERENCE.md (pattern tables) | TESTING.md (evaluation scenarios)

Content Integrity Rules (CRITICAL)

[!CRITICAL] The Cardinal Rule: Transform style, never fabricate content.

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Installs
5
GitHub Stars
1
First Seen
Jan 30, 2026