Rewrite Chinese and English text to reduce AI-like patterns while preserving facts and terminology.
npx skills add https://github.com/MrGeDiao/shuorenhua --skill shuorenhua
Please help me install this Agent Skill. Skill: shuorenhua Source: https://github.com/MrGeDiao/shuorenhua/tree/main Command: npx skills add https://github.com/MrGeDiao/shuorenhua --skill shuorenhua
This Skill addresses the need to reduce AI-like patterns in mixed Chinese and English texts, restoring natural, publishable human language while preserving facts, terminology, and attribution.
提供待改写的文本并选择场景和改写强度后，直接获得可直接发出的改写版本。
High-intent search queries and answers about installing and using this skill.
To remove AI-like text patterns, use scene-aware rewriting that restores natural human language while preserving facts, terminology, and attributions. It adjusts intensity across chat, status, docs, and public-writing contexts.
Yes, you can rewrite AI-generated content differently by applying scene-aware intensity. The process utilizes controlled rewriting strength tailored to specific contexts like chat, status updates, docs, or public-writing outputs.
To preserve technical terminology and data points when editing AI text, use guarded defaults and protected spans. This mechanism safeguards facts, terms, and attributions while restructuring surrounding sentences for human readability.
Yes, this text editing approach requires available references and SKILL.md frontmatter to guide deeper rewrites. These references enable full rewrite workflows rather than just lightweight annotations.
The best way to cleanse AI writing patterns for publishable documents is applying the public-writing scene mode with guarded defaults. This ensures natural human output while strictly maintaining original facts and attributions.
Xueheng-LiPolish Chinese text to remove AI-style phrasing and translation artifacts.
traygerbigTransform AI-generated text into natural human writing across 12+ languages.
Chanw-researchScan text and merge protected terms with CLAUDE.md before rewriting.
garethdaineEdit and proofread written content for grammar, clarity, and style.
