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from humanizalo50
Detects 40 AI writing ‘tells’ and rewrites text to inject a distinct human voice, with a 3-pass self-audit loop and 6‑dimension scoring.
Humanizalo inspects prose for 40 specific AI-generated patterns across vocabulary, structure, formatting, and communication artifacts, removes those tells, and rewrites the text to sound like a specific human voice. It runs a multi-pass audit loop: draft rewrite, self-interrogation listing remaining tells, and a final rewrite until a 6-dimension scoring threshold is met (or three iterations complete). The skill outputs a humanized draft, a score breakdown, and a change summary.
Use Humanizalo when you need to convert machine-like output (reports, blog drafts, marketing copy, or translations) into convincing, personality-driven human prose. It’s appropriate for editing AI drafts before publishing, crafting author voices, or performing quality control on generated content.
Designed for agent environments that support rich instruction-following (Claude Code, Gemini/CLI-style agents, Copilot-like assistants); relies on tools: Read, Write, Edit, Grep, Glob, AskUserQuestion.
Humanizalo is a text-humanization skill that detects 40 AI writing patterns across 5 categories (content inflation, vocabulary, structure, formatting, communication artifacts) and rewrites text to sound human. It includes a 3-pass self-audit loop with 6-dimension scoring. No scripts to test — purely instruction-based. Well-organized pattern catalog with specific fixes for each tell. References external reference files (vocabulary.md, structures.md, formatting.md, communication.md) that aren't bundled.
Clean skill — no security concerns whatsoever. Only allowed tools are Read/Write/Edit/Grep/Glob/AskUserQuestion. The 40-pattern catalog is thorough and well-categorized. The soul/personality injection section is a differentiator vs generic humanization prompts. The audit loop (pass 1 draft → pass 2 self-interrogation → pass 3 final rewrite) is a solid mechanism. Missing reference files slightly reduce completeness but the core SKILL.md is self-contained enough to be useful.
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