Directory · Claude Skills

Structural Humanizer

NulightJens/humanizer-stack

Remove the discourse-level (structural) signs of AI writing that survive surface editing: stated lessons and moral-of-the-story closers, tidy single-track arcs, embodied-emotion performance ("chest tightened"), vague allusions instead of named references, unbroken linear structure, and shape convergence across pieces. Grounded in the StoryScope study (Russell et al. 2026): narrative structure alone detects AI text at 93.2% F1, and professional stylistic rewriting moved detection only 1.6 points. Use as the SECOND pass after the humanizer skill (which handles words and phrasing) whenever writin...

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At a glance

Manual install Python Actively maintained
Install git clone --depth 1 https://github.com/NulightJens/humanizer-stack cp -r humanizer-stack/skills/structural-humanizer ~/.claude/skills/structural-humanizer
Can use Not declared by the author

Setup, runtime and requirements describe NulightJens/humanizer-stack, the repo this skill ships in.

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Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on...