CC3PO Humanizer

PassAudited by VirusTotal on May 9, 2026.

Overview

Type: OpenClaw Skill Name: cc3po-humanizer Version: 2.1.1 The 'cc3po-humanizer' skill is a text-editing tool designed to identify and remove common AI-generated writing patterns based on Wikipedia's 'Signs of AI writing' guide. The instructions in SKILL.md and README.md are strictly focused on stylistic improvements, such as reducing 'AI vocabulary', fixing overused grammatical structures, and adding personality to text. There are no indicators of malicious intent, data exfiltration, or unauthorized system access.

Findings (0)

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

Text edited with this skill may imply human authorship or personal voice that was not actually present in the original.

Why it was flagged

The core function is to make AI-like writing appear more human. This is disclosed and purpose-aligned, but it can mislead readers if used to conceal AI assistance or authorship.

Skill content
Remove signs of AI-generated writing from text... make it sound more natural and human-written
Recommendation

Use it as an editing aid, review the result carefully, and disclose AI assistance where required by school, workplace, publication, or legal policies.

What this means

It may be harder to verify that the installed package metadata corresponds exactly to the registry listing.

Why it was flagged

The registry metadata for the evaluated package lists a different owner ID, slug, and version. With no code or install scripts this is low impact, but it makes package provenance and version identity less clear.

Skill content
"ownerId": "kn7fsrcz4428cmw3xb91h4t4dh7ztjxx", "slug": "humanizer", "version": "1.0.0"
Recommendation

Install only from the trusted registry page and prefer a publisher update that aligns packaged metadata with the registry metadata.