Humanizer by JZ

PassAudited by ClawScan on May 1, 2026.

Overview

This is an instruction-only writing-editing skill with no code, credentials, or install scripts; the main cautions are that it can edit files and is explicitly meant to make AI-styled text appear more human.

This appears operationally low risk because it is instruction-only and requests no credentials or install-time code. Before installing, consider whether you are comfortable granting it document read/edit capability, review any file changes it makes, and avoid using it to misrepresent authorship where disclosure matters.

Findings (2)

Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.

What this means

If used on files rather than pasted text, the agent may change drafts or documents on disk.

Why it was flagged

These tools allow the agent to find, read, and modify local files. That is expected for an editing skill, but users should ensure edits are limited to intended documents.

Skill content
allowed-tools:
  - Read
  - Write
  - Edit
  - Grep
  - Glob
  - AskUserQuestion
Recommendation

Use the skill on specific text or clearly identified files, and review diffs or backups before accepting changes.

What this means

Outputs could make AI-assisted text seem more personally or human-authored than it is.

Why it was flagged

The skill is openly designed to make AI-styled writing appear more human-written, which can affect reader trust or authorship expectations.

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

Use it for legitimate editing, but follow any disclosure, academic, workplace, or publication rules about AI-assisted writing.