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mjlens-spec/human-flavor-pipeline

A six-stage Chinese de-AI (humanizer) pipeline as a Claude Code skill

What is human-flavor-pipeline?

This skill provides a six-stage pipeline to remove AI-generated stylistic artifacts from Chinese text, making it sound more natural and human-like. It is designed for Claude Code, helping developers and content creators produce fluent, authentic Chinese writing. The pipeline processes text through stages like simplifying sentence structures, replacing machine-translated phrasing, adding colloquial expressions, and adjusting tone consistency. By applying this skill, users can avoid the 'AI flavor' often detectable in generated content, improving readability and user trust.

Works with✓Claude Code~Codex CLI~Cursor
npx skills add mjlens-spec/human-flavor-pipeline

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What does human-flavor-pipeline do?

A six-stage Chinese de-AI (humanizer) pipeline as a Claude Code skill

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