{"enrichment":{"faq":[{"a":"Humanizer identifies and removes telltale signs of AI-generated text\u2014statistical patterns, undue emphasis on significance, and superficial phrasing\u2014replacing them with natural alternatives. It works on drafts, blog posts, emails, and any text you want to sound less like an algorithm and more like a real person. Optionally match your own writing voice by providing a sample.","q":"What does Humanizer do?"},{"a":"Humanizer scans your text for common AI-isms: overused vocabulary, vague phrases, false depth, and structural tells. It flags these patterns and suggests natural rewrites that preserve your meaning while stripping away the algorithmic feel. Paste your draft\u2014whether a blog post, email, essay, or doc\u2014and Humanizer will highlight what to change and why.","q":"How do I remove AI writing patterns with Humanizer?"},{"a":"Yes. Humanizer specializes in detecting and fixing the distinctive patterns ChatGPT and similar models leave behind: hedging language, over-explanation, corporate-speak, and artificial emphasis on importance. It rewrites these tells into conversational, direct alternatives that sound authentically human.","q":"Can Humanizer make my writing sound less like ChatGPT?"},{"a":"Humanizer works on any text format: emails, resumes, blog posts, essays, documentation, and more. Whether you need to make a resume less robotic, an email more personal, or a blog post sound genuinely written by a human, Humanizer identifies the stiff phrasing and suggests natural rewrites.","q":"Does Humanizer work on emails and resumes?"},{"a":"Yes. Humanizer can calibrate its suggestions to match a writing sample you provide. Share a piece of your own work, and Humanizer will learn your tone, vocabulary preferences, and voice patterns\u2014then apply those to humanize your new draft so it sounds authentically like you.","q":"Can I match my own writing voice with Humanizer?"},{"a":"Humanizer targets overused vocabulary, vague phrases, false depth, hedging language, corporate-speak, unnatural emphasis, and structural patterns typical of AI output. It also catches statistical tells\u2014word choice frequencies and phrasing rhythms that signal algorithmic origin rather than human authorship.","q":"What AI-isms does Humanizer detect and fix?"}],"shadow_tags":["ai-detection","voice-matching","prose-editing","pattern-removal","authenticity-check","tone-calibration","content-cleanup","linguistic-analysis","writing-coaching"],"summary_rewrite":"Humanizer identifies and removes telltale signs of AI-generated text\u2014statistical patterns, undue emphasis on significance, and superficial phrasing\u2014replacing them with natural alternatives. It works on drafts, blog posts, emails, and any text you want to sound less like an algorithm and more like a real person. Optionally match your own writing voice by providing a sample."},"files":[{"bytes":29770,"path":"mateclaw-server/src/main/resources/skills/humanizer/SKILL.md","sha256":"17482695a2f45e8a24274890e401dc3a373b0e5d8a94f32bb35675825f998929","url":"https://skillfed.io/files/mateaix/mateclaw/humanizer/c1d83b42/SKILL.md"}],"id":"mateaix/mateclaw/humanizer","links":{"html":"https://skillfed.io/mateaix/mateclaw/humanizer","md":"https://skillfed.io/mateaix/mateclaw/humanizer.md","repo":"https://github.com/mateaix/mateclaw"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":264,"language":"Java","last_updated":"2026-07-26","license":"Apache-2.0","name":"humanizer","publisher":"mateaix","stars":796},"relations":{"similar":[{"id":"NousResearch/hermes-agent/humanizer"},{"id":"multivmlabs/ralph-starter/humanizer"},{"id":"softaworks/agent-toolkit/humanizer"},{"id":"pedronauck/skills/humanizer"},{"id":"whawkinsiv/solo-founder-skills/humanize"},{"id":"alecs5am/ralphy/humanizer"},{"id":"nanoAgentTeam/research-claw/humanizer"},{"id":"zed-industries/zed/humanizer"},{"id":"jdrhyne/agent-skills/humanizer"},{"id":"countbot-ai/CountBot/humanizer-1.0.0"}]},"slug":{"owner":"mateaix","repo":"mateclaw","skill":"humanizer"},"version":"c1d83b42"}