Academic Humanizer

Remove the template voice, not the scholarship. Make academic prose more specific, natural, and recognizably the author's while preserving the research exactly.

This Skill improves writing quality. It does not certify that text is human-written, optimize for an AI detector, or remove an author's obligation to disclose AI assistance under the relevant journal, institution, or funder policy.

Load only what is needed

• Always read references/preservation-and-evidence.md, references/pattern-catalog.md, and references/output-contract.md.
• Read references/voice-calibration.md only when the author provides writing samples or explicitly asks to match their voice.
• When source and revision are available as local text, use scripts/check_invariants.py as a deterministic first check. A passing result never replaces the semantic audit.

Use this Skill when

The user asks to: