agentleFS
Sign inStart free
BenjaminGBenjaminG/ai-skills/skills/humanizer/SKILL.md

humanizer

Skill4 starsChanged 5 months agoNo licenceView on GitHub

Remove signs of AI-generated writing from text and progressively learn the user's personal writing style. Use when editing or reviewing text to make it sound natural and human-written, or when the user says "humanizer init" / "humanizer update: ..." to customize the skill. Based on Wikipedia's "Signs of AI writing" guide; detects inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em/en dash overuse, rule of three, AI vocabulary words, passive voice, negative parallelisms, hyphenated-pair overuse, authority tropes, signposting, and filler phrases. Supports a personal STYLE.md at ~/.config/humanizer/STYLE.md (shared across Claude Code and Codex) that overrides the default rules.

We split this skill into the rules it gives an agent

42 rules. 0 are common, 30 are distinctive, and 12 are very specific to this project.

  • 0

    Common

    Most of the 178 edited versions we read keep these.

  • 30

    Distinctive

    This author's own choices. Worth a look.

  • 12

    Very specific

    Tied to their project's names, files or tools. Probably skip.

No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.

“Common” is measured: kept by at least 6 in 10 of the 178 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

Check your setup, free