Operator Humanizer

AdvisoryAudited by Static analysis on Apr 30, 2026.

Overview

No suspicious patterns detected.

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

Content produced with this skill may be mistaken for human-written work and could violate disclosure, academic, workplace, or platform rules.

Why it was flagged

The skill frames success as concealing AI-origin signals and making generated text appear human-authored, which can mislead downstream readers or platforms about authorship.

Skill content
Eliminate AI tells. Inject authentic voice. Make it sound like a person wrote it.
Recommendation

Use only for legitimate style editing. Do not use it to misrepresent authorship, impersonate someone, or bypass rules that require AI disclosure.

What this means

Readers may trust the text as more personally or organically human than it really is, especially if fake imperfections or anecdotes are added.

Why it was flagged

The reference guide explicitly recommends deliberate mistakes to simulate human imperfection, which goes beyond ordinary editing and can manufacture false authenticity.

Skill content
Natural typos and common misspellings that don't hurt credibility but add human imperfection.
Recommendation

Avoid intentional deception. Require user approval before adding typos, personal voice, anecdotes, or other humanizing details, and do not fabricate facts or experiences.

What this means

Users have less independent context for who maintains the skill or where to inspect its history.

Why it was flagged

The package has limited external provenance information. The artifacts do not show risky installation or dependency behavior, so this is a notice rather than a concern.

Skill content
Source: unknown; Homepage: none
Recommendation

Review the bundled files before use, and inspect any packaged script before running it directly.