5454 └── SUBMISSION.md
5555```
5656
57- ## Install The Codex Plugin
57+ ## Use As A Skill
5858
59- After this repository is pushed to GitHub:
59+ Expression Precision is packaged as a Codex Plugin and the underlying Skill is portable. Codex users can install the plugin from this GitHub repository. Claude Code users can copy the ` SKILL.md ` folder into Claude's local skills directory.
60+
61+ ### Install In Codex
62+
63+ Install from the public GitHub repository:
6064
6165``` bash
62- codex plugin marketplace add < owner > / < repository >
66+ codex plugin marketplace add 75yang/expression-precision
6367codex plugin install expression-precision@expression-precision
6468```
6569
@@ -71,6 +75,54 @@ $expression-precision
7175I feel like my teammate is difficult, but I cannot explain why.
7276```
7377
78+ You can also ask naturally:
79+
80+ ``` text
81+ Use expression-precision to clarify this feedback: The product experience feels bad.
82+ ```
83+
84+ ### Manual Codex Install
85+
86+ If you do not want to install the full plugin, copy only the skill folder:
87+
88+ ``` bash
89+ mkdir -p ~ /.codex/skills/expression-precision
90+ cp -R plugins/expression-precision/skills/expression-precision/* ~ /.codex/skills/expression-precision/
91+ ```
92+
93+ Windows PowerShell:
94+
95+ ``` powershell
96+ New-Item -ItemType Directory -Force "$env:USERPROFILE\.codex\skills\expression-precision"
97+ Copy-Item -Recurse -Force "plugins\expression-precision\skills\expression-precision\*" "$env:USERPROFILE\.codex\skills\expression-precision\"
98+ ```
99+
100+ ### Use In Claude Code
101+
102+ Claude Code can use the same Skill body, but it does not use the Codex plugin manifest. Copy the skill folder into Claude's skills directory:
103+
104+ ``` bash
105+ mkdir -p ~ /.claude/skills/expression-precision
106+ cp -R plugins/expression-precision/skills/expression-precision/* ~ /.claude/skills/expression-precision/
107+ ```
108+
109+ Windows PowerShell:
110+
111+ ``` powershell
112+ New-Item -ItemType Directory -Force "$env:USERPROFILE\.claude\skills\expression-precision"
113+ Copy-Item -Recurse -Force "plugins\expression-precision\skills\expression-precision\*" "$env:USERPROFILE\.claude\skills\expression-precision\"
114+ ```
115+
116+ Then ask Claude Code:
117+
118+ ``` text
119+ Use expression-precision to clarify this:
120+
121+ I feel stuck about this decision.
122+ ```
123+
124+ The portable part is ` plugins/expression-precision/skills/expression-precision/SKILL.md ` plus its ` references/ ` folder. The Codex-specific plugin metadata lives in ` plugins/expression-precision/.codex-plugin/plugin.json ` .
125+
74126## Run The Web Demo
75127
76128``` bash
@@ -166,3 +218,70 @@ Expression Precision 是一个帮助用户把模糊感觉、想法、反馈和
166218- 可复制表达
167219
168220公开 Demo 使用服务端环境变量中的比赛专用模型 API Key,访客无需填写任何 Key,打开网页即可体验。Key 不会进入浏览器代码或 GitHub 仓库;成本控制通过每 IP 限流、输入长度限制和阿里云百炼后台预算/预警完成。当前 Demo 支持 OpenAI,也支持通过阿里云百炼 OpenAI-compatible 接口调用 Qwen。
221+
222+ ## 中文使用说明
223+
224+ ### 在 Codex 中安装
225+
226+ 推荐通过 GitHub 仓库安装完整 Codex Plugin:
227+
228+ ``` bash
229+ codex plugin marketplace add 75yang/expression-precision
230+ codex plugin install expression-precision@expression-precision
231+ ```
232+
233+ 安装后在 Codex 中调用:
234+
235+ ``` text
236+ $expression-precision
237+
238+ 我觉得这个同事有点事儿,但说不清具体哪里不对。
239+ ```
240+
241+ 也可以自然语言调用:
242+
243+ ``` text
244+ Use expression-precision to clarify this: 我觉得这个产品体验不好。
245+ ```
246+
247+ ### 手动安装到 Codex
248+
249+ 如果只想使用 Skill 本体,可以复制 Skill 文件夹:
250+
251+ ``` bash
252+ mkdir -p ~ /.codex/skills/expression-precision
253+ cp -R plugins/expression-precision/skills/expression-precision/* ~ /.codex/skills/expression-precision/
254+ ```
255+
256+ Windows PowerShell:
257+
258+ ``` powershell
259+ New-Item -ItemType Directory -Force "$env:USERPROFILE\.codex\skills\expression-precision"
260+ Copy-Item -Recurse -Force "plugins\expression-precision\skills\expression-precision\*" "$env:USERPROFILE\.codex\skills\expression-precision\"
261+ ```
262+
263+ ### 在 Claude Code 中使用
264+
265+ Claude Code 可以复用同一套 Skill 说明,但不使用 Codex 的 ` .codex-plugin/plugin.json ` 。把 Skill 文件夹复制到 Claude 的 skills 目录:
266+
267+ ``` bash
268+ mkdir -p ~ /.claude/skills/expression-precision
269+ cp -R plugins/expression-precision/skills/expression-precision/* ~ /.claude/skills/expression-precision/
270+ ```
271+
272+ Windows PowerShell:
273+
274+ ``` powershell
275+ New-Item -ItemType Directory -Force "$env:USERPROFILE\.claude\skills\expression-precision"
276+ Copy-Item -Recurse -Force "plugins\expression-precision\skills\expression-precision\*" "$env:USERPROFILE\.claude\skills\expression-precision\"
277+ ```
278+
279+ 然后在 Claude Code 中使用:
280+
281+ ``` text
282+ Use expression-precision to clarify this:
283+
284+ 我对这个决定有点卡住。
285+ ```
286+
287+ 可移植的核心是 ` plugins/expression-precision/skills/expression-precision/SKILL.md ` 和同目录下的 ` references/ ` 文件夹;Codex Plugin 的展示、图标和安装元数据在 ` plugins/expression-precision/.codex-plugin/plugin.json ` 。
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