{"id":"8313be32-11fa-4a1c-a1cf-139d83027d5f","shortId":"DkKFPy","kind":"skill","title":"Remove AI Writing Fingerprints from Draft Copy","tagline":"Use humanizer to scan drafts for AI telltales, explain what sounds synthetic, and suggest grounded rewrites that preserve the original point. This is for cleanup and editing passes, not for generating copy from scratch.","description":"# Remove AI Writing Fingerprints from Draft Copy\n\nUse humanizer to scan drafts for AI telltales, explain what sounds synthetic, and suggest grounded rewrites that preserve the original point. This is for cleanup and editing passes, not for generating copy from scratch.\n\n## Installation\n\nUse the upstream install or setup path that matches your environment:\n- git clone https://github.com/brandonwise/humanizer.git\n- npm install\n- npm install -g .\n- Run npm test — all tests must pass\n\nRequirements and caveats from upstream:\n- ![Node >= 18](https://img.shields.io/badge/node-%3E%3D18-brightgreen)\n- echo \"This serves as a testament to innovation.\" | node src/cli.js score\n- node src/cli.js analyze -f your-draft.md\n\nBasic usage or getting-started notes:\n- ### As an OpenClaw skill\n- bash\n- cp humanizer/SKILL.md ~/.config/openclaw/skills/humanizer.md\n\n- Source: https://github.com/brandonwise/humanizer\n- Extracted from upstream docs: https://raw.githubusercontent.com/brandonwise/humanizer/HEAD/README.md\n\n## Source\n\n- [Agent Skill 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0.45 from registry signals: · indexed on github topic:agent-skills · 8 github stars · SKILL.md body (1,130 chars)","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:skill-github:v1","enrichmentVersion":1,"enrichedAt":"2026-05-18T19:12:04.654Z","embedding":null,"createdAt":"2026-05-18T13:18:49.917Z","updatedAt":"2026-05-18T19:12:04.654Z","lastSeenAt":"2026-05-18T19:12:04.654Z","tsv":"'/.config/openclaw/skills/humanizer.md':152 '/badge/node-%3e%3d18-brightgreen)':121 '/brandonwise/humanizer':156 '/brandonwise/humanizer.git':99 '/brandonwise/humanizer/head/readme.md':163 '/skills/remove-ai-writing-fingerprints-from-draft-copy/)':170 '18':118 'agent':165 'agentskillexchange.com':169 'agentskillexchange.com/skills/remove-ai-writing-fingerprints-from-draft-copy/)':168 'ai':2,14,43,55 'analyz':135 'bash':149 'basic':138 'caveat':114 'cleanup':32,73 'clone':96 'copi':7,39,48,80 'cp':150 'doc':160 'draft':6,12,47,53 'echo':122 'edit':34,75 'environ':94 'exchang':167 'explain':16,57 'extract':157 'f':136 'fingerprint':4,45 'g':104 'generat':38,79 'get':142 'getting-start':141 'git':95 'github.com':98,155 'github.com/brandonwise/humanizer':154 'github.com/brandonwise/humanizer.git':97 'ground':22,63 'human':9,50 'humanizer/skill.md':151 'img.shields.io':120 'img.shields.io/badge/node-%3e%3d18-brightgreen)':119 'innov':129 'instal':83,87,101,103 'match':92 'must':110 'node':117,130,133 'note':144 'npm':100,102,106 'openclaw':147 'origin':27,68 'pass':35,76,111 'path':90 'point':28,69 'preserv':25,66 'raw.githubusercontent.com':162 'raw.githubusercontent.com/brandonwise/humanizer/head/readme.md':161 'remov':1,42 'requir':112 'rewrit':23,64 'run':105 'scan':11,52 'score':132 'scratch':41,82 'serv':124 'setup':89 'skill':148,166 'skill-remove-ai-writing-fingerprints-from-draft-copy' 'sound':18,59 'sourc':153,164 'source-agentskillexchange' 'src/cli.js':131,134 'start':143 'suggest':21,62 'synthet':19,60 'telltal':15,56 'test':107,109 'testament':127 'topic-agent-skills' 'topic-ai-agents' 'topic-ai-tools' 'topic-awesome-list' 'topic-claude-code' 'topic-codex' 'topic-cursor' 'topic-llm' 'topic-mcp' 'topic-npx-skills' 'topic-openclaw' 'topic-skills-catalog' 'upstream':86,116,159 'usag':139 'use':8,49,84 'write':3,44 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open catalog of AI agent skills — 2,000+ security-scanned skills for Claude Code, Cursor, Codex, and more.","skill_md_sha":"453d979228bd9bdf156116370a7c9e0b09b72559","skill_md_path":"skills/remove-ai-writing-fingerprints-from-draft-copy/SKILL.md","default_branch":"main","skill_tree_url":"https://github.com/agentskillexchange/skills/tree/main/skills/remove-ai-writing-fingerprints-from-draft-copy"},"layout":"multi","source":"github","category":"skills","frontmatter":{"name":"Remove AI Writing Fingerprints from Draft Copy","description":"Use humanizer to scan drafts for AI telltales, explain what sounds synthetic, and suggest grounded rewrites that preserve the original point. 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