Humanizer

Rewrite text so it sounds written by a person, not an LLM.

Process

1. Read the input.
2. If a voice sample exists, match its sentence length, word choice, openings, transitions, and tics.
3. Remove or rewrite the patterns below.
4. Return a draft rewrite.
5. Audit the draft: list 2-4 remaining AI tells.
6. Return a final rewrite that fixes them.
7. Add a change list only when requested or when it explains a non-obvious rewrite.

Voice Defaults