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hannsxpeter/authenticity-check

Pure-prompt skill that scores how authentically text reads as a real human author's work and flags AI-generated, AI-templated, or derivative spans. Diagnostic, read-only counterpart to humanizer; never rewrites. Works with Claude Code, Cursor, Codex, Antigravity, Gemini, Pi Coder, OpenCode, Copilot, Windsurf, Cline, Continue, Zed, and Aider.

This repository also configures its own agents. See what authenticity-check tells them →

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6Mods indexed here, across every type
11d agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown
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authenticity-check

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hannsxpeter/authenticity-check

Skill Claude Code

Score how authentically text reads as a real human author's work, flag spans that read as AI-generated, AI-templated, or generically derivative, and run a separate read-only scan for suspicious Unicode provenance carriers. Return an authenticity band, a 0-100 score, provenance signals, and span-level reasons. Use when…

not rated 2 changed 11d ago A 185 tokens original MIT