{"enrichment":{"faq":[{"a":"Humanizer scans your content for telltale AI patterns\u2014excessive em dashes, rule-of-three structures, promotional phrasing, vague attributions, and conjunctive overload\u2014then rewrites those sections with natural alternatives. It replaces sterile language with genuine voice, stripping away the robotic tone that signals machine generation while preserving your core message.","q":"How does humanizer remove AI writing from my text?"},{"a":"Yes. Humanizer identifies specific AI vocabulary, structural red flags, and phrasing conventions that betray automated origin. It flags issues like em dash overuse, rule-of-three lists, superficial analyses, and vague attributions\u2014the hallmarks of AI-generated content\u2014so you can see exactly where your text sounds artificial.","q":"Can humanizer detect AI patterns in writing?"},{"a":"Humanizer focuses specifically on AI detection and remediation rather than general grammar or style. It targets the distinct patterns AI models produce\u2014promotional language, false depth, and structural clich\u00e9s\u2014and replaces them with authentic alternatives. It also injects personality and human perspective back into sterile content, not just fixing errors.","q":"What makes humanizer different from other text editors?"},{"a":"Humanizer rewrites detected AI patterns to restore natural voice. It removes promotional framing, replaces vague attributions with specificity, breaks up repetitive conjunctive phrases, and eliminates structural clich\u00e9s. The result is text that reads like a real person wrote it\u2014authentic, conversational, and free of machine-generated tells.","q":"How do I make AI-generated content sound human with humanizer?"},{"a":"Humanizer addresses formality by identifying the stiff phrasing, excessive conjunctions, and promotional tone typical of AI output. It replaces these with conversational alternatives and adds personality, transforming sterile, robotic language into writing that sounds genuinely human and contextually appropriate.","q":"Does humanizer fix overly formal AI-generated text?"},{"a":"Humanizer detects em dash overuse, rule-of-three patterns, vague attributions, superficial analyses, excessive conjunctive phrases, and promotional language. These are signature markers of AI generation. By identifying and rewriting them, humanizer helps you eliminate the artificial patterns that make content obviously machine-generated.","q":"What AI writing red flags does humanizer catch?"}],"shadow_tags":["text-authenticity","writing-naturalness","content-editing","ai-detection","voice-injection","pattern-removal","tone-adjustment","editorial-assistance"],"summary_rewrite":"Humanizer identifies and rewrites AI-generated text patterns to restore natural voice and authenticity. It detects issues like promotional language, superficial analyses, excessive conjunctive phrases, and vague attributions, then replaces them with genuine alternatives. Beyond pattern removal, it helps inject personality and human perspective back into writing."},"files":[{"bytes":17858,"path":"skills/humanizer/SKILL.md","sha256":"6688e4e292ab4f235e2a27f5193a7d048657c74b26ed6000398ee3371c9c3a4b","url":"https://skillfed.io/files/softaworks/agent-toolkit/humanizer/bf4c2c97/SKILL.md"}],"id":"softaworks/agent-toolkit/humanizer","links":{"html":"https://skillfed.io/softaworks/agent-toolkit/humanizer","md":"https://skillfed.io/softaworks/agent-toolkit/humanizer.md","repo":"https://github.com/softaworks/agent-toolkit"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":214,"language":"Python","last_updated":"2026-03-05","license":"MIT","name":"humanizer","publisher":"softaworks","stars":2243},"relations":{"similar":[{"id":"jdrhyne/agent-skills/humanizer"},{"id":"multivmlabs/ralph-starter/humanizer"},{"id":"pedronauck/skills/humanizer"},{"id":"countbot-ai/CountBot/humanizer-1.0.0"},{"id":"jjmartres/opencode/humanizer"},{"id":"OpenLAIR/dr-claw/inno-humanizer"},{"id":"pproenca/dot-skills/humanize"},{"id":"nanoAgentTeam/research-claw/humanizer"},{"id":"hairyf/skills/writing-humanizer"},{"id":"zed-industries/zed/humanizer"}]},"slug":{"owner":"softaworks","repo":"agent-toolkit","skill":"humanizer"},"version":"bf4c2c97"}