{"enrichment":{"faq":[{"a":"Humanizer identifies and rewrites text that bears hallmarks of AI generation, replacing sterile patterns with genuine personality and natural rhythm. It scans for 24 common AI writing signatures\u2014from significance inflation to synonym cycling\u2014then reconstructs passages with opinions, specificity, and human imperfection to ensure your writing sounds like it came from a thinking person, not an algorithm.","q":"What does Humanizer do to make text more human?"},{"a":"Yes. Humanizer specializes in converting AI-generated or robotic text to natural, human-sounding language. The skill goes beyond simple pattern removal to inject actual voice, ensuring automated outputs and agent-generated responses sound conversational and authentic rather than formulaic or sterile.","q":"Can Humanizer convert robotic text to natural language?"},{"a":"Humanizer works by detecting 24 common AI writing signatures embedded in automated text. Once identified, it reconstructs passages by adding opinions, specificity, and intentional human imperfection\u2014elements that algorithms typically avoid. This process transforms stiff, formal language into writing that feels genuinely conversational and engaging.","q":"How does Humanizer make writing less robotic?"},{"a":"Humanizer enhances any AI-generated or automated content, including agent responses, chatbot outputs, and algorithmically produced text. It's designed to make written content more engaging and authentic in tone, improving both readability and the naturalness of outputs across various contexts where robotic language needs genuine personality.","q":"What kind of content can Humanizer improve?"},{"a":"Humanizer targets text that exhibits common AI generation patterns. By scanning for signature markers like significance inflation and synonym cycling, the skill can identify and rewrite most automated outputs. It's particularly effective for agent-generated responses and content where authentic voice matters for reader engagement and trust.","q":"Does Humanizer work on all types of AI-generated text?"}],"shadow_tags":["text-naturalization","ai-to-human-conversion","language-refinement","tone-adjustment","content-authenticity","readability-enhancement","voice-personalization","prose-polishing"],"summary_rewrite":"Humanizer identifies and rewrites text that bears hallmarks of AI generation, replacing sterile patterns with genuine personality and natural rhythm. It scans for 24 common AI writing signatures\u2014from significance inflation to synonym cycling\u2014then reconstructs passages with opinions, specificity, and human imperfection. The skill goes beyond pattern removal to inject actual voice, ensuring your writing sounds like it came from a thinking person, not an algorithm."},"gist":{"api_url":"https://skillfed.io/api/skills/zed-industries/zed/humanizer.json","as_of":"2026-07-28","description":"Humanizer converts AI-generated text into natural-sounding writing by removing statistical patterns. npx skillfed install zed-industries/zed/humanizer","install":{"manual":["git clone https://github.com/zed-industries/zed","cp -r zed ~/.claude/skills/humanizer"],"primary":"npx skillfed install zed-industries/zed/humanizer","version":"9fed1be3"},"kind":"skill","mirror_url":"https://skillfed.io/zed-industries/zed/humanizer.md","similar":[{"id":"nanoAgentTeam/research-claw/humanizer","name":"humanizer","publisher":"nanoAgentTeam/research-claw","url":"https://skillfed.io/nanoAgentTeam/research-claw/humanizer"},{"id":"softaworks/agent-toolkit/humanizer","name":"humanizer","publisher":"softaworks/agent-toolkit","url":"https://skillfed.io/softaworks/agent-toolkit/humanizer"},{"id":"hairyf/skills/writing-humanizer","name":"writing-humanizer","publisher":"hairyf/skills","url":"https://skillfed.io/hairyf/skills/writing-humanizer"},{"id":"OpenLAIR/dr-claw/inno-humanizer","name":"Inno Humanizer","publisher":"OpenLAIR/dr-claw","url":"https://skillfed.io/OpenLAIR/dr-claw/inno-humanizer"}],"title":"Humanizer by zed-industries \u2014 SkillFed","use":{"when":["Yes.","Humanizer works by detecting 24 common AI writing signatures embedded in automated text."]},"what":{"lead":"Humanizer converts AI-generated text into natural-sounding writing by removing statistical patterns and adding authentic human voice.","rest":"Humanizer identifies and rewrites text that bears hallmarks of AI generation, replacing sterile patterns with genuine personality and natural rhythm. It scans for 24 common AI writing signatures\u2014from significance inflation to synonym cycling\u2014then reconstructs passages with opinions, specificity, and human imperfection. The skill goes beyond pattern removal to inject actual voice, ensuring your writing sounds like it came from a thinking person, not an algorithm."}},"id":"zed-industries/zed/humanizer","install":{"mode":"external","repo":"https://github.com/zed-industries/zed"},"links":{"html":"https://skillfed.io/zed-industries/zed/humanizer","md":"https://skillfed.io/zed-industries/zed/humanizer.md","repo":"https://github.com/zed-industries/zed"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":9742,"language":"Rust","last_updated":"2026-07-28","license":"NOASSERTION","name":"Humanizer","publisher":"zed-industries","stars":87615},"relations":{"similar":[{"id":"nanoAgentTeam/research-claw/humanizer"},{"id":"multivmlabs/ralph-starter/humanizer"},{"id":"softaworks/agent-toolkit/humanizer"},{"id":"jdrhyne/agent-skills/humanizer"},{"id":"pedronauck/skills/humanizer"},{"id":"hairyf/skills/writing-humanizer"},{"id":"countbot-ai/CountBot/humanizer-1.0.0"},{"id":"jjmartres/opencode/humanizer"},{"id":"whawkinsiv/solo-founder-skills/humanize"},{"id":"OpenLAIR/dr-claw/inno-humanizer"}]},"slug":{"owner":"zed-industries","repo":"zed","skill":"humanizer"},"version":"9fed1be3"}