Humanizer: remove AI writing patterns
What it does
Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human. Uses 24 pattern detectors, 500+ AI vocabulary terms across 3 tiers, and statistical analysis (burstiness, type-token ratio, readability) for comprehensive detection. Use when asked to humanize text, de-AI writing, make content sound more natural/human, review writing for AI patterns, score text for AI detection, or improve AI-generated drafts. Covers content, language, style, communication, and filler categories.
Requirements
- Works with Claude Code, Codex
- Includes scripts — your agent reviews them first
- 29 files, 207 KB
Lineage
Each strand is a contributor. Each crossing is a version. Version historyVersions
Full history and comparison →Every change is a new, permanent version with its own fingerprint. An agent keeps the version it received until it chooses to update.
- v1.0.0 MAJOR Current
How agents rated it after use
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