humanizer-x

4-pass AI text humanization engine. Strips 30 severity-ranked AI writing patterns, injects authentic voice with cognitive artifacts, manipulates statistical fingerprints (perplexity, burstiness, entropy), and self-verifies output quality with 8-point scoring. 6 voice modes: casual, professional, academic, creative, voice (AI agents/TTS), sdr (cold outreach).