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MahmoudHalat/slop-cop

Catches AI prose before it ships. Density-based slop detector for Claude Code: 45 patterns + 150 vocab tells + 33 structure tells, calibrated against PubMed/arXiv data, with model fingerprinting for GPT/Claude/Gemini. Passes its own test.

What is slop-cop?

slop-cop is a Claude Code agent skill that catches AI prose before it ships. Density-based slop detector for Claude Code: 45 patterns + 150 vocab tells + 33 structure tells, calibrated against PubMed/arXiv data, with model fingerprinting for GPT/Claude/Gemini. Passes its own test.

Works withClaude Code~Codex CLI~CursorGemini CLI
npx skills add MahmoudHalat/slop-cop

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What does slop-cop do?

Catches AI prose before it ships. Density-based slop detector for Claude Code: 45 patterns + 150 vocab tells + 33 structure tells, calibrated against PubMed/arXiv data, with model fingerprinting for GPT/Claude/Gemini. Passes its own test.

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