Humanizing Prose

Avoid and fix the patterns that make text recognizable as AI-generated.

Two Modes

Writing Mode

When composing prose, internalize the tells catalog and avoid them from the start. Do not merely swap AI words for synonyms — write with varied rhythm, specific details, authentic voice, and no significance inflation.

Review Mode

When reviewing existing text, scan for tells systematically, then output a structured report:

## AI Tells Review

**Overall Assessment**: [Clean / Minor tells / Significant tells / Heavily AI-flavored]

**Vocabulary tells found**: [list with line references]
**Phrase tells found**: [list with line references]