humanistic_reviewer

Audit draft copy for AI slop, voice mismatch, and weak structure.

Updated Mar 17, 2026
One-click install
npx skills add https://github.com/AutomatedMarketer/claude-skills --skill humanistic-reviewer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanistic_reviewer
Source: https://github.com/AutomatedMarketer/claude-skills/tree/main/skills/copywriter-humanistic-reviewer
Command: npx skills add https://github.com/AutomatedMarketer/claude-skills --skill humanistic-reviewer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you catch generic filler, weak structure, voice mismatch, and other signs of AI-sounding copy before it gets sent or published.

Core Features & Use Cases

  • Copy Audit: Reviews draft writing for slop, repetition, bloated phrasing, unclear messaging, and off-brand tone.
  • Targeted Revision Guidance: Returns a score, flagged excerpts, and specific instructions for tightening the copy without losing the strongest parts.
  • Optional Rewrite Support: Can produce a revised draft when the copy falls below the rewrite threshold or when an automatic rewrite is requested.
  • Use Case: A marketer can run a sales page, email, ad, or webinar script through this Skill to get a fast editorial pass before delivery.

Quick Start

Review the attached draft copy for AI slop, score it, flag the weakest sections, and rewrite it if the copy needs improvement.

Frequently Asked Questions about humanistic_reviewer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I remove AI slop from my draft ad copy and sales pages?

You can review email copy, sales pages, and ads for AI slop by running them through an editorial audit. This process identifies generic filler and weak structure, returns a quality score with flagged issues, and provides revision instructions to tighten the draft while preserving brand voice.

What is AI slop and how do I check if my writing sounds like it?

AI slop refers to generic filler, bloated phrasing, repetition, and unclear messaging that makes text sound artificially generated. You can check your writing by auditing draft copy for these specific issues, scoring the quality, and flagging weak sections for revision.

Can I rewrite my webinar script to match my brand voice without losing the original proof?

Yes, you can generate an optional rewritten draft of your webinar script that preserves brand voice without inventing new proof. The review process targets voice mismatch and weak structure, providing specific revision instructions to tighten the copy while retaining your original claims.

Does the copy review process work for different formats like emails, websites, and funnel pages?

Yes, the copy review process works for emails, websites, funnel pages, ads, and webinar scripts. It audits these formats for AI slop, voice mismatch, and weak structure, returning a quality score, flagged issues, and revision instructions for a fast editorial pass before publishing.

How do I edit my draft copy to fix weak structure without losing the strongest sections?

To fix weak structure without losing strong sections, audit your draft copy to identify flagged issues and receive targeted revision instructions. This editorial pass tells you exactly what to keep and what to tighten, ensuring the final text remains impactful and on-brand.

What are the limitations of using an automated copy review for marketing drafts?

A limitation of automated copy review is that the optional rewritten draft will not invent new proof to support your claims. It is designed strictly to audit and tighten existing draft copy by removing generic filler and correcting voice mismatch without generating new factual evidence.