{"enrichment":{"faq":[{"a":"writing-anti-ai identifies and eliminates predictable patterns that mark AI-generated prose, then injects authentic voice and personality back in. It targets filler phrases, formulaic structures, undue emphasis, and vague attributions while teaching you to vary rhythm and trust your reader. The result reads like it came from a real person, not a statistical model.","q":"How does writing-anti-ai humanize AI text?"},{"a":"writing-anti-ai detects common AI writing patterns including filler phrases, formulaic structures, undue emphasis, and vague attributions. It recognizes the telltale cadences and hedging language that statistical models produce, then guides you to replace them with natural variation and direct expression that sounds authentically human.","q":"What AI writing patterns does writing-anti-ai remove?"},{"a":"Yes. writing-anti-ai edits content to eliminate robotic language and add authentic voice by removing AI traces and teaching rhythm variation. It helps you trust your reader instead of over-explaining, resulting in prose that flows naturally and feels genuinely written rather than algorithmically generated.","q":"Can writing-anti-ai make text sound more natural?"},{"a":"writing-anti-ai supports both English and Chinese text transformation. It applies the same pattern-detection and humanization techniques across both languages, helping you remove AI traces and inject authentic voice regardless of which language you're writing in.","q":"Does writing-anti-ai support languages other than English?"},{"a":"writing-anti-ai polishes academic and professional writing by removing AI traces that undermine credibility. It eliminates formulaic structures and vague attributions while preserving the formality and precision your field requires, making your work sound like it came from an expert rather than a language model.","q":"How can writing-anti-ai help with academic or professional writing?"}],"shadow_tags":["text-authenticity","pattern-detection","voice-injection","prose-refinement","bilingual-editing","content-humanization","ai-detection","writing-quality"],"summary_rewrite":"This skill identifies and eliminates predictable patterns that mark AI-generated prose, then injects authentic voice and personality back in. It handles both English and Chinese, targeting filler phrases, formulaic structures, undue emphasis, and vague attributions while teaching you to vary rhythm and trust your reader. The result reads like it came from a real person, not a statistical model."},"files":[{"bytes":9072,"path":"skills/writing-anti-ai/SKILL.md","sha256":"b86ea0c27159807123531998e7c92a727548092181a3994bb07243d27dee5f13","url":"https://skillfed.io/files/Galaxy-Dawn/claude-scholar/writing-anti-ai/e411dd12/SKILL.md"}],"id":"Galaxy-Dawn/claude-scholar/writing-anti-ai","links":{"html":"https://skillfed.io/Galaxy-Dawn/claude-scholar/writing-anti-ai","md":"https://skillfed.io/Galaxy-Dawn/claude-scholar/writing-anti-ai.md","repo":"https://github.com/Galaxy-Dawn/claude-scholar"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":402,"language":"Python","last_updated":"2026-07-17","license":"MIT","name":"writing-anti-ai","publisher":"Galaxy-Dawn","stars":4854},"relations":{"similar":[{"id":"cnfjlhj/ai-collab-playbook/writing-anti-ai"},{"id":"blacktop/dotfiles/humanizer"},{"id":"trailofbits/skills-curated/humanizer"},{"id":"zed-industries/zed/humanizer"},{"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"}]},"slug":{"owner":"Galaxy-Dawn","repo":"claude-scholar","skill":"writing-anti-ai"},"version":"e411dd12"}