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WritingPython

Structural Humanizer

Structural Humanizer is a Writing skill for Claude Code, published by NulightJens in humanizer-stack.

201 stars14 forkson NulightJens/humanizer-stackAdded 2026/08/11+14% in starsRepository updated 2026/07/24

View source on GitHub Download repo ZIP

ai-detectionai-writinganthropicclaude-codeclaude-skillshumanizerwriting-tools

Install in seconds

Install Structural Humanizer

Copy Structural Humanizer into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/NulightJens/humanizer-stack/tree/main/skills/structural-humanizer ~/.claude/skills/structural-humanizer

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/NulightJens/humanizer-stack.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/structural-humanizer/SKILL.md in NulightJens/humanizer-stack
Installs to: ~/.claude/skills/structural-humanizer
Collection: One of 2 skills cataloged from this repository
Category: Writing — 1012 skills

What Structural Humanizer does

Removes structural fingerprints of AI writing—explicit themes, tidy arcs, embodied emotion, and shape convergence—using discourse-level rewrites. Best applied as a second pass after surface-level humanizing for posts, articles, and emails.

Structural Humanizer is cataloged under Writing on DirSkills. Structural Humanizer comes from a repository tagged ai-detection, ai-writing, anthropic, claude-code and claude-skills.

Documentation

README

Excerpt

structural-humanizer

Read this first. The humanizer skill fixes words: "delve", em dashes, rule of three, negative parallelism. This skill fixes what survives that pass: the structure. The two are different jobs, run in sequence. Surface pass first, structural pass second.

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Structural Humanizer

What else does NulightJens publish alongside Structural Humanizer?
Structural Humanizer is one of 2 skills that DirSkills catalogs from NulightJens/humanizer-stack, the repository it ships in. Its siblings there include Humanizer. Each one is a separate skill with its own page in this directory, installs the same way Structural Humanizer does, and is maintained by NulightJens in that same repository. The rest of the collection is listed on the NulightJens/humanizer-stack page.
How does Structural Humanizer compare to other Writing skills?
Structural Humanizer ranks #841 by stars among the 1012 Writing skills in this catalog. The most-starred ones next to it are Article Writing, Social Media Content Calendar and Knowledge Comic Creator. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Structural Humanizer against them. Open each page to compare what they document and how they install.

More from NulightJens/humanizer-stack

Structural Humanizer is one of 2 skills cataloged on DirSkills from NulightJens/humanizer-stack.

See all 2 skills →

Humanizer

Remove signs of AI-generated writing to make text sound more natural and human. Use when editing or reviewing content to humanize it.

More Writing skills

Structural Humanizer is one of 1012 Writing skills cataloged on DirSkills, ranked #841 by stars among them.

Browse all Writing skills →

Article Writing

Article Writing writes articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or brand guidance. Use it when you want polished written content longer than a paragraph, especially when voice consistency, structure, and credibility matter.

Social Media Content Calendar

Social Media Content Calendar plans multi-platform social campaigns from briefs through scheduling and verified publishing. Use it when building a calendar, turning launches into posts, or repurposing content across X, LinkedIn, Instagram, and TikTok.

Knowledge Comic Creator

Knowledge Comic Creator generates educational, biography, and tutorial comics from user-provided text, URLs, or topics, with configurable art styles, tones, layouts, and languages. Use it when a user asks for a knowledge comic, 知识漫画, or Logicomix-style explanation.