FIELD NOTES / Research Engineering
Chinese Humanizer
CompletedEvidence B
Improve natural Chinese expression while retaining facts.
Last reviewed 2026-10-19 · Public research / code
Overview
Scientific communication · Chinese Humanizer
Improve natural Chinese expression while retaining facts.
Research Question
Improve natural Chinese expression while retaining facts.
Technical Approach
Editorial skill instructions and a deterministic phrase scanner.
MarkdownPython
My Contribution
Developed the writing skill and scanner.
Evidence
- Repository core, dependency and test/development records inspected during the 2026-10-19 audit. Evidence levels describe the available record, not clinical effectiveness.
Outputs
- Code and documented development artifacts. Private source and study data are not redistributed.
Current Status
CompletedEvidence B
Development evidence is available; no claim of clinical utility or production readiness is made.
Related Publications
No project-specific peer-reviewed publication is listed. Ongoing work is kept separate from the published bibliography.