I Built a Claude Humanizer Skill That Actually Works

This video demonstrates a Claude-based ‘humanizer’ skill for long-form marketing content that makes AI-generated blog posts read like human-written copy. It covers skill installation, repository structure, detection of AI traits, examples and patterns for humanization, SEO preservation, and voice customization. The presenter explains how to upload the skill into a co-work platform, adapt examples for client niches, and integrate the tool as a final quality pass.

– Upload & install: add a single .md file or a zipped repository to the co-work skills manager and invoke the skill as a final step.
– Detection patterns: identifies AI traits such as inflated/promotional language, vagueness/hallucination, frequent m-dashes, and unusual hyphenated word pairs.
– Examples & patterns: maintain before/after examples and structured pattern files so the system learns recurring rewrite issues for marketing and long-form blogs.
– Voice & SEO: preserve brand-specific voice (first-person, decision rationale) and structural SEO rules; run the humanizer as a suggestion or an automated final pass.

Quotes:

How do you make sure the content doesn’t read like AI?

We detect and then we humanize.

Don’t spend time and money on blogs that don’t rank or convert.