{"enrichment":{"faq":[{"a":"Humanizer scans text for telltale AI patterns\u2014vague attributions, excessive em dashes, promotional phrasing, and passive constructions\u2014then rewrites them to sound genuinely human. It can match your own writing voice if you provide a sample, and goes beyond pattern removal to inject personality and opinion where the writing feels sterile.","q":"What does humanizer do?"},{"a":"Humanizer identifies and fixes specific AI vocabulary, passive voice, and structural tells that give away machine-generated text. Paste your content and humanizer will rewrite problematic phrases, flatten overused em dashes, convert passive constructions to active voice, and replace vague attributions with direct language that reads naturally.","q":"How do I remove AI writing patterns with humanizer?"},{"a":"Yes. Humanizer targets the formal, hedged tone typical of AI output\u2014phrases like \"it's important to note\" and \"one could argue\"\u2014and replaces them with conversational, direct language. It also adds personality and opinion to sterile prose, making the final text feel written by a real person rather than a model.","q":"Can humanizer make text sound less robotic?"},{"a":"Humanizer is built to detect and fix AI-generated prose by recognizing common tells: excessive em dashes, passive voice clusters, promotional language, and vague hedging. It flags these patterns and rewrites them, though the core strength lies in rewriting rather than flagging alone.","q":"Does humanizer detect AI language patterns?"},{"a":"Yes. Humanizer can match writing to a reference sample or personal voice style. Provide a writing sample that reflects your tone and perspective, and humanizer will apply similar patterns\u2014word choice, sentence rhythm, opinion density\u2014to your AI-generated text so the final output sounds like you wrote it.","q":"Can I match humanizer's edits to my own voice?"},{"a":"Humanizer is released under the Apache-2.0 license, making it free to use, modify, and distribute under the terms of that license.","q":"Is humanizer open source?"}],"shadow_tags":["prose-editing","ai-detection","voice-calibration","writing-authenticity","pattern-removal","content-refinement","linguistic-analysis","tone-matching","publication-ready"],"summary_rewrite":"Humanizer scans text for telltale AI patterns\u2014vague attributions, excessive em dashes, promotional phrasing, and passive constructions\u2014then rewrites them to sound genuinely human. It can match your own writing voice if you provide a sample, and goes beyond pattern removal to inject personality and opinion where the writing feels sterile."},"files":[{"bytes":28023,"path":".agents/skills/humanizer/SKILL.md","sha256":"8d5aa29b74f6b9b0f2fc8a9e9a32a0f8103726d91d798bde669da653b5300ce7","url":"https://skillfed.io/files/alecs5am/ralphy/humanizer/9d1ae662/SKILL.md"}],"id":"alecs5am/ralphy/humanizer","links":{"html":"https://skillfed.io/alecs5am/ralphy/humanizer","md":"https://skillfed.io/alecs5am/ralphy/humanizer.md","repo":"https://github.com/alecs5am/ralphy"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":10,"language":"TypeScript","last_updated":"2026-07-27","license":"Apache-2.0","name":"humanizer","publisher":"alecs5am","stars":112},"relations":{"similar":[{"id":"nanoAgentTeam/research-claw/humanizer"},{"id":"hairyf/skills/writing-humanizer"},{"id":"whawkinsiv/solo-founder-skills/humanize"},{"id":"jdrhyne/agent-skills/humanizer"},{"id":"countbot-ai/CountBot/humanizer-1.0.0"},{"id":"jjmartres/opencode/humanizer"},{"id":"pproenca/dot-skills/humanize"},{"id":"OpenLAIR/dr-claw/inno-humanizer"},{"id":"multivmlabs/ralph-starter/humanizer"},{"id":"softaworks/agent-toolkit/humanizer"}]},"slug":{"owner":"alecs5am","repo":"ralphy","skill":"humanizer"},"version":"9d1ae662"}