humanize
Make text sound natural by removing AI writing patterns
Documentation
# humanize A Claude Code plugin that identifies and removes signs of AI-generated writing from text. Based on Wikipedia's [Signs of AI writing](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing) guide, maintained by WikiProject AI Cleanup. Detects and fixes 24 AI writing patterns across content, language, style, communication, and filler categories. ## Installation ### From GitHub Marketplace Install from the [SAI plugin collection](https://github.com/smykla-skalski/sai). ### Manual ```bash claude --plugin-dir /path/to/sai/humanize/ ``` ## Usage ``` /humanize path/to/file.md /humanize path/to/file.md --score-only /humanize path/to/file.md --inline ``` | Flag | Purpose | |:---------------|:-----------------------------------------------------| | (positional) | File path to humanize | | `--score-only` | Report detected patterns without rewriting | | `--inline` | Edit the file in-place instead of outputting to chat | ## What it detects 24 AI writing patterns in five categories: 1. **Content** (1-6): significance inflation, notability claims, superficial -ing analyses, promotional language, vague attributions, formulaic challenges 2. **Language** (7-12): AI vocabulary, copula avoidance, negative parallelisms, rule-of-three, synonym cycling, false ranges 3. **Style** (13-18): em dash overuse, boldface overuse, inline-header lists, title case, emoji decoration, curly quotes 4. **Communication** (19-21): chatbot artifacts, knowledge-cutoff disclaimers, sycophantic tone 5. **Filler** (22-24): filler phrases, excessive hedging, generic positive conclusions ## License MIT