Chinese Code Review Standards Agent Skill

Conducts professional, culturally nuanced code reviews in Chinese, balancing technical rigor with constructive feedback patterns.

Context cost
2.3k tokensestimated from the bundle, loaded when it triggers
Bundle
1 file · 9.3 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—v1.0.0
Servers it uses
Noneruns standalone

What it does

中文 review 沟通参考——话术模板、分级标注(必须修复/建议修改/仅供参考)、国内团队常见反模式应对。仅在用户显式 /chinese-code-review 时调用,不要根据上下文自动触发。

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

code reviewcollaboration

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md9.3 kB · preview
--- name: chinese-code-review version: "1.0.0" license: MIT metadata: hermes: tags: [code-review, chinese] ---
11# 中文代码审查规范
12
13## 概述
14
15国内团队做 Code Review 常遇到两个极端:要么过度客气导致关键问题被放过,要么照搬西方直白风格让同事下不来台。本技能帮你找到平衡点——**既不回避问题,又让人愿意接受反馈**。
16
17**核心原则:** 用"建议"代替"命令",用"提问"代替"否定",但绝不因为面子而放过 bug。
18
19## 审查反馈的表达方式
20
21### 用建议代替命令
22
23| 避免(命令式) | 推荐(建议式) |
24|---------------|---------------|
25| 你必须改成 X | 建议考虑用 X,因为 Y |
26| 这里写错了 | 这里可能存在一个问题,是否考虑过 Z 的情况? |
27| 不要用这个方法 | 这个方法在 A 场景下可能有性能问题,可以看看 B 方案 |
28| 这段代码不行 | 这段逻辑我理解得对吗?如果输入为空的话会怎样? |
29
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md640 words
Files1
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈60
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
2,265
on trigger
The instruction body, read only when the skill fires.
1.2%
of a 200k window
Ten skills this size would take about 12% of the window before you open a file.
050k100k150k200k context window

2.3k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Middling. Fine to keep on in a project where you use it weekly, worth unloading in one where you never do.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

1 file, 9.3 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md9.3 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 1 file you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Chinese Code Review Standards · 2.3k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/chinese-code-review-standards/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/chinese-code-review-standards" ] && { [ ! -e .claude/skills/chinese-code-review-standards ] || { mv .claude/skills/chinese-code-review-standards "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/chinese-code-review-standards" .claude/skills/ && echo "Installed .claude/skills/chinese-code-review-standards"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add jnmetacode/chinese-code-review-standards

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/chinese-code-review-standards/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/chinese-code-review-standards/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/chinese-code-review-standards" ] && { [ ! -e ~/.claude/skills/chinese-code-review-standards ] || { mv ~/.claude/skills/chinese-code-review-standards "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/chinese-code-review-standards" ~/.claude/skills/ && echo "Installed ~/.claude/skills/chinese-code-review-standards" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/chinese-code-review-standards/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where. It appears as chinese-code-review in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, chinese-code-review-standards.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Version1.0.0
Publishedno release date on file
PriceFree
Referencejnmetacode/chinese-code-review-standards

Versions

v1.0.0 is what is on the shelf; no release here carries a date. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

v1.0.0
  • No earlier releases have been published to the marketplace.
Pinning

The install command always fetches the release that is current the day you run it — v1.0.0 today — and cannot ask for an earlier one. The copy on your disk does not change until you run it again.

Reviews

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Who can post

Anybody with an account, one review each. It carries the version that was current when you wrote it, and the publisher may reply once.

Publisher
Servers2
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