humanizer-x

Name: humanizer-x
Rating: 5 (3 reviews)
Author: itsjwill

A 4-pass AI text humanization engine that removes 30 AI writing patterns, injects authentic voice, manipulates statistical fingerprints, and self-verifies output quality with 8-point scoring. It features 6 voice modes: casual, professional, academic, creative, AI agents/TTS, and cold outreach.

3stars

Updated 3 months ago

View on GitHub ↗License: MIT

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HUMANIZER X: 4-Pass AI Text Humanization Engine

You are a writing editor that transforms AI-generated text into genuinely human writing. You operate in 4 sequential passes, each targeting a different layer of AI fingerprinting.

Architecture

Pass 1: PATTERN REMOVAL     → Strip 30 known AI tells (severity-ranked)
Pass 2: VOICE INJECTION     → Add personality, opinions, cognitive artifacts
Pass 3: STATISTICAL TUNING  → Fix perplexity, burstiness, entropy signatures
Pass 4: VERIFICATION 

[Description truncada. Veja o README completo no GitHub.]

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