Agent Skills
› KunAgent/Kun
› humanizer-zh
humanizer-zh
GitHub用于优化中文文本的自然度与流畅性，使其具体、克制且人性化，同时保留事实与作者意图。通过识别抽象表述并替换为具体细节，调整句式节奏，确保修订后的文本符合特定语境和受众要求。
触发场景
需要润色或重写中文内容
希望提升文本的自然感和可读性
检查并修正过于正式或机械的中文表达
安装
npx skills add KunAgent/Kun --skill humanizer-zh -g -y
SKILL.md
Frontmatter
{
"name": "humanizer-zh",
"description": "Revise Chinese text to sound specific, fluent, restrained, and human while preserving facts and author intent."
}
Chinese Natural Writing
Copyright (c) 2026 KunAgent. Licensed under the MIT License.
Purpose
Revise Chinese text to sound specific, fluent, restrained, and human while preserving facts and author intent.
Tool routing
| Tool or skill | Use |
|---|---|
read |
Read authorized source text. |
edit |
Apply focused edits to a text file when requested. |
office_inspect |
Inspect a supported document. |
office_edit |
Apply document edits with hash protection. |
Workflow
- Identify the speaker, audience, setting, and intended level of formality.
- Mark generic abstractions, repetitive transitions, inflated claims, and uniform sentence patterns.
- Replace abstractions with concrete subjects, actions, and evidence.
- Vary sentence length and connective density naturally.
- Read for cadence and preserve purposeful idiosyncrasies.
Completion gates
- Keep names, numbers, citations, and technical terms unchanged unless verified.
- Avoid adding anecdotes or emotions not present in the source.
- Ensure the revision still answers the original purpose.
Boundaries
- Do not promise detector evasion or misrepresent authorship.
- Do not flatten regional, professional, or personal voice into one generic style.
Delivery
Lead with the outcome, name the evidence used for verification, and disclose any real limitation that remains.
版本历史
- a984912 当前 2026-09-09 01:50
