What problem does it solve?
It cleans writing that feels AI-generated by removing common AI patterns, phrasing, formatting artifacts, and overly uniform structure while keeping the author’s intent and meaning intact.
Core Features & Use Cases
- AI pattern cleanup: Removes banned vocabulary and common AI tendencies in both English and Russian.
- Formatting artifact removal: Fixes em-dash abuse, curly quotes, excessive bold, markdown bleeding, and other presentation issues.
- Structural and rhythm edits: Reduces formulaic signposting, list inflation, and mechanical paragraph rhythm without rewriting the substance.
- Report-first transparency: Produces a scan report with flagged instances so edits are traceable before applying changes.
Use it for articles, posts, documentation, and drafts that must not look AI-generated—especially when the text is in English, Russian, or mixed.
Quick Start
Run the humanize skill on your draft by providing the path to the source file (for example, humanize the text in article.md).