{"enrichment":{"faq":[{"a":"Humanizer transforms stiff, formulaic writing into natural prose by stripping away common LLM artifacts\u2014vague hedging, inflated vocabulary, and boilerplate phrases. It preserves factual claims and intent while tightening rhythm and specificity, making content sound authentic rather than generic or chatbot-like.","q":"What does Humanizer do to AI-generated text?"},{"a":"Humanizer removes chatbot patterns, filler phrases, and generic language that make text feel robotic. It simplifies overly formal or inflated writing while keeping your meaning intact, then improves rhythm and specificity so your draft reads like it came from a real person, not an algorithm.","q":"How can I make my writing sound natural with Humanizer?"},{"a":"Yes. Humanizer detects and eliminates common LLM artifacts and hedging language that signal AI authorship. It rewrites stiff passages into conversational prose, removes unnecessary qualifiers, and tightens vague phrasing\u2014all while preserving your core argument and facts.","q":"Can Humanizer remove AI tone from my essay?"},{"a":"Humanizer targets the telltale markers of machine writing: hedging phrases like \"it could be argued,\" generic transitions, inflated vocabulary, repetitive sentence structures, and filler language. It also catches boilerplate openings and closings that scream \"written by chatbot.\"","q":"What kind of patterns does Humanizer strip from text?"},{"a":"Absolutely. Humanizer excels at converting formal, over-edited AI tone into authentic voice. It removes the sterile perfection that makes text feel inauthentic, replacing it with natural rhythm, specificity, and the slight imperfections that make writing sound genuinely human.","q":"Is Humanizer useful for fixing overly polished writing?"},{"a":"Humanizer is released under the MIT license, which permits free use, modification, and distribution for both personal and commercial purposes with minimal restrictions.","q":"What license does Humanizer use?"}],"shadow_tags":["style-conversion","tone-normalization","pattern-detection","text-cleanup","authenticity-restoration","linguistic-simplification","artifact-removal","voice-alignment","readability-enhancement"],"summary_rewrite":"Humanizer transforms stiff, formulaic writing into natural prose by stripping away common LLM artifacts\u2014vague hedging, inflated vocabulary, and boilerplate phrases. It preserves factual claims and intent while tightening rhythm and specificity. Use it when content sounds generic, overly polished, or like it came from a chatbot."},"files":[{"bytes":9419,"path":"skills/humanizer/SKILL.md","sha256":"e75690f4d481ce1b29ef41876f231f16e807e205da856abb6a325784cf5dc4f1","url":"https://skillfed.io/files/besoeasy/open-skills/humanizer/a536f9db/SKILL.md"}],"id":"besoeasy/open-skills/humanizer","links":{"html":"https://skillfed.io/besoeasy/open-skills/humanizer","md":"https://skillfed.io/besoeasy/open-skills/humanizer.md","repo":"https://github.com/besoeasy/open-skills"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":30,"language":null,"last_updated":"2026-05-17","license":"MIT","name":"humanizer","publisher":"besoeasy","stars":128},"relations":{"similar":[{"id":"bilibili/carocut/carocut-planner-humanizer"},{"id":"brandonwise/humanizer/humanizer"},{"id":"manojbajaj95/claude-gtm-plugin/humanizer"},{"id":"momo2young/humanize-academic-writing/humanize-academic-writing"},{"id":"beefiker/superloopy/humanize-korean"},{"id":"blacktop/dotfiles/humanizer"},{"id":"trailofbits/skills-curated/humanizer"},{"id":"zed-industries/zed/humanizer"},{"id":"BrianRWagner/ai-marketing-claude-code-skills/tweet-draft-reviewer"},{"id":"cnfjlhj/ai-collab-playbook/writing-anti-ai"}]},"slug":{"owner":"besoeasy","repo":"open-skills","skill":"humanizer"},"version":"a536f9db"}