Ai Text Humanizer Sounds Ai Detector Gate

An adversarial editing gate that scans any AI-assisted draft and flags the exact tells that make it sound machine-written.

Install
cmdop skills install agensi-ai-text-humanizer-sounds-ai-detector-gate

The AI Text Humanizer & Sounds-AI Detector Gate turns your agent into a strict editor that explains exactly why a draft reads as machine-generated — and then stops, leaving the rewrite to you so you keep your own voice.

It runs five fixed passes over any AI-assisted text: a formulaic-structure check (rote intros, rule-of-three lists, template conclusions), a filler-phrase check (“it is important to note,” “in today’s fast-paced world,” and other throat-clearing), a tone-and-cadence check (no contractions, uniform sentence length, relentless polish), a punctuation-and-tic check (em-dash overuse, repeated transition words, list-introducing colons), and a substance check (whether the text contains any specific, verifiable detail at all).

Every run returns a structured verdict: PASS, REVISE, or FAIL, plus a 0-100 human-voice score, each tell quoted with the reason it reads as AI and a direction for the fix, the top three highest-impact changes, and a one-line summary. Because it quotes the offending spans and refuses to rewrite, it teaches you to recognize the patterns yourself instead of laundering them into a new synthetic voice.

Who it’s for: anyone shipping AI-assisted writing who needs it to sound human — marketers, newsletter and blog writers, founders, students, cover-letter writers, and content teams running a publish-time quality gate. It is model-agnostic, read-only, and adds no network or write access. It is an editorial gate, not a paraphraser, and it makes no claim about evading any third-party AI-detection service.