Humanizer hits v2.7.0, kills AI slop
Siqi Chen’s open-source skill for Claude Code now detects 30 distinct "AI-isms" to scrub machine-writing patterns from model output. The update includes voice calibration to mirror a user's unique writing style, ensuring generated text feels authentic rather than robotic.
Humanizer is a surgical strike against the "uncanny valley" of LLM prose, turning detection rubrics into a creative linter for developers.
- –Leverages Wikipedia's "Signs of AI writing" guide to remove significance inflation, overused tricolons, and promotional language.
- –Voice calibration analyzes user-provided text samples to match specific sentence rhythms and vocabulary choices.
- –Version 2.7.0 expands the pattern library to 30 "tells," including new rules for passive-voice and gap-filling artifacts.
- –Native integration as a Claude Code skill makes it a persistent behavioral layer that works across local development tasks.
- –Highlights a growing shift from "helpful assistant" tropes toward more opinionated, human-like AI collaboration.
DISCOVERED
2h ago
2026-05-31
PUBLISHED
2h ago
2026-05-31
RELEVANCE
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Better Stack