authenticity-review

Analyze written content for formulaic patterns and AI-generated tells.

3|2|Updated Jan 30, 2026

Search Tags:#content authenticity #editorial review #author voice #ai detection #writing quality #formulaic writing

Ready to run

npx skills add https://github.com/jamesgiroux/daily-operating-system --skill authenticity-review

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: authenticity-review
Source: https://github.com/jamesgiroux/daily-operating-system/tree/main/plugins/dailyos-writer/skills/authenticity-review
Command: npx skills add https://github.com/jamesgiroux/daily-operating-system --skill authenticity-review

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill identifies and flags content that feels formulaic, mechanical, or artificially generated, ensuring a genuine and human-like voice.

Core Features & Use Cases

AI-Tell Detection: Spots linguistic and structural patterns common in AI-generated text.
Formula Detection: Assesses overreliance on templates and frameworks.
Voice Assessment: Evaluates the presence and authenticity of the author's unique voice.
Use Case: Before publishing an article, use this Skill to perform a final quality check, ensuring it passes the "human test" and doesn't sound like it was written by a machine.

Quick Start

Run an authenticity review on the provided draft to check for formulaic patterns and AI-tells.

Frequently Asked Questions about authenticity-review

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

FAQPage Schema

How do I check if my writing sounds like AI-generated content?▼

To check if writing sounds like AI-generated content, you can perform an authenticity review that analyzes structural patterns, linguistic tells, and language rhythm to detect mechanical or formulaic text. The review evaluates template overreliance and assesses the genuine presence of the author's voice.

What is the best way to detect formulaic writing patterns in an article?▼

The best way to detect formulaic writing patterns is to analyze the content structure for template overreliance and repetitive frameworks. An authenticity review identifies these mechanical patterns and provides recommendations for revision to ensure the text feels genuine.

How do I assess the author voice authenticity in a draft?▼

To assess author voice authenticity in a draft, evaluate the text for genuine insight, language rhythm, and structural variety. An authenticity review scores these elements to determine if the author's unique voice is present or if the writing feels artificially generated.

Can I use an editorial review to fix mechanical sounding text before publishing?▼

Yes, you can use an editorial authenticity review to fix mechanical sounding text before publishing. It spots AI-generated linguistic tells, evaluates formulaic structures, and provides a scoring with specific recommendations for revision to help content pass a human test.

Why does my content feel mechanical even after manual editing?▼

Content feels mechanical after manual editing when it retains formulaic patterns, template overreliance, and structural rhythms common in AI-generated text. An authenticity review identifies these specific linguistic tells and recommends revisions to restore a genuine human-like voice.