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// 1h agoOPENSOURCE RELEASE
Humanizer 3.0 Rebuilds AI Writing Cleanup
Humanizer 3.0 is a portable Markdown agent skill that rewrites AI-sounding prose while preserving its claims. The release consolidates 35 patterns into 25, focusing on structural tells such as staged contrasts, forced rhythm, inflated claims, and chatbot residue.
// ANALYSIS
Humanizer treats AI-ness as an editing problem rather than a detector-score game, giving agents a practical editorial checklist. Its ceiling is clear: voice samples and source fidelity matter more than mechanical synonym swaps.
- –Prioritizes high-signal habits before weaker style cues, reducing over-editing.
- –Adds a hard no-fabrication rule and source-claim audit.
- –Markdown-based distribution works across skill-compatible agent harnesses.
- –MIT licensing makes it easy to fork and adapt for editorial workflows.
- –Best used as a final prose pass, not a substitute for subject-matter review.
// TAGS
humanizeragentprompt-engineeringdevtoolopen-source
DISCOVERED
1h ago
2026-09-07
PUBLISHED
1h ago
2026-09-07
RELEVANCE
8/ 10