{"enrichment":{"faq":[{"a":"Humanize scans text for 24 catalogued AI-writing patterns\u2014from vocabulary and structure to statistical regularity\u2014then rewrites to restore natural rhythm and voice. The skill preserves all facts and meaning while breaking AI-typical uniformity through targeted vocabulary replacement, structural variation, and entropy injection across five validation phases.","q":"What does humanize do with AI-generated text?"},{"a":"Yes. Humanize detects and removes AI-generated writing patterns by identifying vocabulary choices, sentence structures, and statistical regularity typical of AI output. It then rewrites affected sections with natural human prose rhythm, vocabulary variety, and authentic voice while keeping all original facts intact.","q":"Can humanize remove AI patterns from my writing?"},{"a":"Humanize restores natural rhythm and voice by breaking AI-typical uniformity through targeted vocabulary replacement, structural variation, and entropy injection. It replaces predictable phrasings with authentic alternatives, varies sentence length and complexity, and introduces the natural irregularities that characterize genuine human writing.","q":"How does humanize make text sound more human?"},{"a":"Yes. Humanize detects and reports AI-writing tells in text with severity ratings. It identifies 24 catalogued patterns that signal AI generation, including vocabulary markers, structural uniformity, and statistical regularity, then flags these issues so you can understand what makes content sound machine-generated.","q":"Does humanize detect if text sounds like ChatGPT?"},{"a":"Yes. Humanize can rewrite targeted sections without requiring a full document rewrite. You can point it to specific paragraphs that sound robotic or formulaic, and it will apply natural language transformation to just those areas while leaving the rest of your content unchanged.","q":"Can humanize fix specific AI-sounding paragraphs?"},{"a":"Humanize is released under the MIT license, which permits free use, modification, and distribution for both commercial and private purposes with minimal restrictions.","q":"What license does humanize use?"}],"shadow_tags":["ai-detection-tool","writing-quality","pattern-removal","prose-refinement","text-authenticity","style-transformation","content-cleanup","linguistic-analysis","human-voice-restoration"],"summary_rewrite":"Humanize scans text for 24 catalogued AI-writing patterns\u2014from vocabulary and structure to statistical regularity\u2014then rewrites to restore natural rhythm and voice. The skill preserves all facts and meaning while breaking AI-typical uniformity through targeted vocabulary replacement, structural variation, and entropy injection across five validation phases."},"files":[{"bytes":15536,"path":"skills/humanize/SKILL.md","sha256":"5514c508c27f396322758d499ec2a3fa9a3a902d4da7401aa94ec5f9f602c873","url":"https://skillfed.io/files/Mathews-Tom/armory/humanize/5085f993/SKILL.md"}],"id":"Mathews-Tom/armory/humanize","links":{"html":"https://skillfed.io/Mathews-Tom/armory/humanize","md":"https://skillfed.io/Mathews-Tom/armory/humanize.md","repo":"https://github.com/Mathews-Tom/armory"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":42,"language":"Python","last_updated":"2026-07-21","license":"MIT","name":"humanize","publisher":"Mathews-Tom","stars":274},"relations":{"similar":[{"id":"brandonwise/humanizer/humanizer"},{"id":"Branded-Mayhem-Collective-LLC/humanize-kit/humanize"},{"id":"momo2young/humanize-academic-writing/humanize-academic-writing"},{"id":"harshaneel/humanize/humanize"},{"id":"montagao/skills/un-ai-writing"},{"id":"Branded-Mayhem-Collective-LLC/humanize-kit/humanize-ig"},{"id":"cnfjlhj/ai-collab-playbook/writing-anti-ai"},{"id":"Galaxy-Dawn/claude-scholar/writing-anti-ai"},{"id":"catlog22/maestro-flow/scholar-anti-ai-writing"},{"id":"JuliusBrussee/skills/fuck-slop"}]},"slug":{"owner":"Mathews-Tom","repo":"armory","skill":"humanize"},"version":"5085f993"}