| name | script-humanizer-zh |
| description | Use when applying a Chinese-native readability pass to approved AI paper scripts before spoken_text is locked for TTS. |
Script Humanizer ZH
Purpose
Use the reusable pattern from ai-zixun/humanizer-zh inside this project's stricter paper-video workflow. Improve Chinese-native rhythm, remove translationese, trim empty big words, and normalize terminology without changing approved technical meaning.
Use When
technical-script-reviewer has approved or conditionally approved the script.- The script still sounds mechanical, translated, slogan-like, or overly list-shaped.
- The episode needs a more natural Chinese voice before
spoken_text is locked for TTS.
Inputs
- Reviewed script or
source_text.
technical-script-reviewer notes.- Episode glossary, formula list, and pronunciation constraints.
- Existing
voice_segments.json when available.
Output
Return a concise revision note:
changed: sentences improved for Chinese-native rhythm, paragraph flow, or terminology consistency.unchanged: formulas, cited facts, technical claims, English terms, and locked phrases preserved.failed_semantic_drift: any sentence whose meaning changed. Humanizer output must not advance until the drift is removed and the technical reviewer re-checks the corrected text.
Required Checks
- Preserve paper facts, formulas, tensor notation, citations, approved risk statements, and English technical terms.
- Keep English terms remain whole words.
- Keep Chinese
地 as de only when the TTS adapter needs a pronunciation-safe rewrite.
- Remove empty rhetorical inflation only when the underlying claim stays the same.
- Treat semantic drift as failure, not as a normal revision branch.
Forbidden Actions
- Do not change approved technical claims.
- Do not rewrite locked spoken_text.
- Do not alter formulas.
- Do not alter benchmark numbers, dates, authors, paper titles, model names, or citations.
- Do not add hidden narration cues.
- Do not run TTS, ASR, HyperFrames, Manim, provider, LLM, or network calls.
- Do not replace
technical-script-reviewer.
