Based on Wikipedia's AI writing patterns guide, this skill scans your text for telltale signs of LLM output and rewrites them to sound human. It catches the usual suspects like "pivotal moment," "vibrant community," and those fake-depth participial phrases ("reflecting the community's connection to..."). But the interesting part is the second half: it doesn't just remove bad patterns, it actively adds voice. The examples show how to inject opinion, vary sentence rhythm, and acknowledge uncertainty instead of neutral reporting. Worth running on anything that came out of ChatGPT before you ship it, especially if you're editing Wikipedia articles or trying to avoid that telltale algorithmic smoothness.

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7
skills.sh installs
126
GitHub stars
24
last updated
Jun 3, 2026

Install

$ npx -y skills add shipshitdev/library --skill humanizer --agent claude-code

Installs into .claude/skills of the current project.

Files

Based on Wikipedia's AI writing patterns guide, this skill scans your text for telltale signs of LLM output and rewrites them to sound human. It catches the usual suspects like "pivotal moment," "vibrant community," and those fake-depth participial phrases ("reflecting the community's connection to..."). But the interesting part is the second half: it doesn't just remove bad patterns, it actively adds voice. The examples show how to inject opinion, vary sentence rhythm, and acknowledge uncertainty instead of neutral reporting. Worth running on anything that came out of ChatGPT before you ship it, especially if you're editing Wikipedia articles or trying to avoid that telltale algorithmic smoothness.

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Repository
github.com/shipshitdev/library
First seen
Jun 3, 2026

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