Ultimate Humanizer — Setup Guide¶
Source: surdijon/ultimate-humanizer · 1★ Category: Content & Social / Quality Assurance License: MIT · Published: June 27, 2026
Detects and removes AI-generated writing patterns ("slop") from text. 50 detection patterns, a 2-pass self-audit, and 5-dimensional scoring (naturalness, variety, agency, specificity, rhythm). Optimized for French but works across languages. Includes Google spam-protection mode for SEO content.
Key Capabilities¶
Pattern Detection (50 Patterns)¶
The skill scans for common AI-isms across five categories:
| Pattern Group | Examples Detected | Count |
|---|---|---|
| P1-P14: Rhetorical voids | "In today's digital landscape", "It's worth noting that" | 14 |
| P15-P28: False agency | "I'd be happy to", "Let me walk you through" | 14 |
| P29-P38: Binary contrasts | "On one hand / on the other hand" | 10 |
| P39-P44: Meta-commentary | "To summarize", "In conclusion" | 6 |
| P45-P50: SEO spam markers | Keyword stuffing, thin content signals | 6 |
Intensity Modes¶
| Mode | Patterns | Use Case |
|---|---|---|
--lite |
P1-P14 only | Quick polish, short text |
--full (default) |
P1-P50 | Standard content editing |
--strict |
P1-P50 + active SEO scan | Web/SEO content at risk of Google penalties |
5D Scoring¶
Each text receives scores (0-100) across: - Naturalness — Does it read like a human wrote it? - Variety — Sentence length, structure, vocabulary diversity - Agency — Active voice, concrete subjects, real opinions - Specificity — Facts, numbers, examples vs. vague generalities - Rhythm — Flow, pacing, absence of formulaic transitions
Installation¶
npx skills add surdijon/ultimate-humanizer
Or direct:
git clone https://github.com/surdijon/ultimate-humanizer.git
cp ultimate-humanizer/SKILL.md ~/.hermes/profiles/corpusiq/skills/ultimate-humanizer.md
Usage with Hermes Agent¶
Activate with the explicit command:
/ultimate-humanizer --full
Or in natural language:
"Humanize this blog post — run the full anti-slop audit"
"Run ultimate-humanizer in strict mode on this landing page"
The skill only activates on explicit invocation — it won't interfere with normal agent operation.
CorpusIQ Use Cases¶
| Use Case | How |
|---|---|
| Blog content QA | Run --strict on all published posts before going live |
| Email copy editing | --lite pass removes AI-isms from templated emails |
| SEO content audit | --strict mode catches patterns that trigger Google spam filters |
| Client deliverables | Ensure human-quality tone in all external-facing content |
This guide is part of the Hermes Skills Catalog. Discovered June 29, 2026. Powered by CorpusIQ.