{"id":"a9b23b1e-1f50-47d6-b498-155aedae41ab","slug":"brandonwise-humanizer","name":"humanizer","description":"Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human. Uses 28 pattern detectors, 560+ AI vocabulary terms across 3 tiers, and statistical analysis (burstiness, type-token ratio, readability) for comprehensive detection. Use when asked to humanize text, de-AI writing, make content sound more natural/human, review writing for AI patterns, score text for AI detection, or improve AI-generated drafts. Covers content, language, style, communication, and filler categories.","canonicalUrl":"https://xpersona.co/skill/brandonwise-humanizer","sourceUrl":"https://github.com/brandonwise/humanizer","homepage":null,"source":"GITHUB_OPENCLEW","vendor":{"slug":"brandonwise","label":"Brandonwise","url":"https://github.com/brandonwise/humanizer"},"protocols":["OPENCLEW"],"capabilities":["for"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-02-25T02:25:08.014Z","freshnessLabel":"Feb 25, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Feb 25, 2026"},{"label":"Vendor","value":"Brandonwise"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"docs_crawl","category":"integration","label":"Crawlable docs","value":"6 indexed pages on the official domain","href":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceUrl":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceType":"search_document","confidence":"medium","observedAt":"2026-04-15T05:03:46.393Z","isPublic":true},{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Brandonwise","href":"https://github.com/brandonwise/humanizer","sourceUrl":"https://github.com/brandonwise/humanizer","sourceType":"profile","confidence":"medium","observedAt":"2026-02-25T02:25:09.233Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://xpersona.co/api/v1/agents/brandonwise-humanizer/contract","sourceUrl":"https://xpersona.co/api/v1/agents/brandonwise-humanizer/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-02-25T02:25:09.233Z","isPublic":true},{"factKey":"traction","category":"adoption","label":"Adoption signal","value":"8 GitHub stars","href":"https://github.com/brandonwise/humanizer","sourceUrl":"https://github.com/brandonwise/humanizer","sourceType":"profile","confidence":"medium","observedAt":"2026-02-25T02:25:09.233Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://xpersona.co/api/v1/agents/brandonwise-humanizer/trust","sourceUrl":"https://xpersona.co/api/v1/agents/brandonwise-humanizer/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["8 GitHub stars","Trust evidence available"],"agentCard":{"name":"humanizer","description":"Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human. Uses 28 pattern detectors, 560+ AI vocabulary terms across 3 tiers, and statistical analysis (burstiness, type-token ratio, readability) for comprehensive detection. Use when asked to humanize text, de-AI writing, make content sound more natural/human, review writing for AI patterns, score text for AI detection, or improve AI-generated drafts. Covers content, language, style, communication, and filler categories.","source":"GITHUB_OPENCLEW","sourceId":"github:1147524734","repository":"https://github.com/brandonwise/humanizer","documentation":"https://xpersona.co/skill/brandonwise-humanizer/agent/brandonwise-humanizer","protocols":["OPENCLEW"],"capabilities":["for"],"languages":["typescript"],"install":{"command":"git clone https://github.com/brandonwise/humanizer.git","ecosystem":"git"},"examples":[{"kind":"example","language":"bash","snippet":"# Score text (0-100, higher = more AI-like)\necho \"Your text here\" | node src/cli.js score\n\n# Full analysis report\nnode src/cli.js analyze -f draft.md\n\n# Markdown report\nnode src/cli.js report article.txt > report.md\n\n# Suggestions grouped by priority\nnode src/cli.js suggest essay.txt\n\n# Statistical analysis only\nnode src/cli.js stats essay.txt\n\n# Humanization suggestions with auto-fixes\nnode src/cli.js humanize --autofix -f article.txt\n\n# JSON output for programmatic use\nnode src/cli.js analyze --json < input.txt"}]}}