Individual skill
text-polisher
文本润色打磨:七轮聚焦扫描(清晰度/语气/价值感/证据/具体性/情感/风险) + 去 AI 感改写(砍填充短语、打破公式化结构、主动语态、变化节奏)。 当用户说"帮我改一下"、"润色"、"文案打磨"、"编辑文案"、 "去 AI 感"、"太像 AI 了"、"改自然"、"校对"、"文案优化"时使用。 合并了原 copy-editing(系统化编辑)和 stop-slop(去 AI 感)的能力。
skills/builtin/text-polisher/SKILL.md
Source commit 5c12e42e9019d276368130b52385b770749ffa6f
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- Yes
- Observed behavior
- Instructions only
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 4,562
- Repository last updated
- Nov 9, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent Repository topic
- agent-skill Repository topic
- content-automation Repository topic
- content-creation Repository topic
- content-generation Repository topic
- mcp Repository topic
- openclaw Repository topic
- social-media Repository topic
- social-media-management Repository topic
- writing Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
EASEL-META.mddoc · 724 bytesSKILL.mdcore · 4,664 bytesreferences/checklist.mddoc · 1,728 bytesreferences/content-refresh.mddoc · 2,303 bytesreferences/phrases-to-remove.mddoc · 2,915 bytesreferences/plain-english-alternatives.mddoc · 8,258 bytesreferences/structures-to-avoid.mddoc · 5,257 bytesreferences/zh-ai-markers.mddoc · 7,211 bytes
Read excerpt
# 文本润色
> 两刀流打磨:系统化编辑提升质量 + 去 AI 感让文字像人写的。
## 输入
用户提供待编辑的文案文本。可选附加信息:
1. **文案目标** — 品牌认知 / 转化 / 留存
2. **侧重** — 全面打磨 / 只去 AI 感 / 只改语法风格
3. **语言** — 中文 / 英文 / 双语
4. **证据素材** — 可用的数字、评价、案例
## 输出