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Code Review

Community
Shy2593666979
code-review

审查用户提供的代码或变更差异,识别有证据的行为错误、兼容性问题和数据风险,给出可执行的修复建议。

Overview

PublisherShy2593666979
RepositoryAgentChat
Skill namecode-review
Stars
926
Forks
113
Bundled files
3
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 3 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by Shy2593666979 on GitHub. Read the source before you install it.

Installation

Install the Code Review AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/Shy2593666979/AgentChat/tree/main/src/backend/agentchat/config/skills/code-review
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/Shy2593666979/AgentChat.git /tmp/AgentChat
mkdir -p .claude/skills
cp -r /tmp/AgentChat/src/backend/agentchat/config/skills/code-review .claude/skills/code-review
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Code Review in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Code Review on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Code Review is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

代码审查

围绕用户指定的变更范围审查。需要上下文时,说明缺少的调用方、模型或测试信息,不把未知情况当作已确认缺陷。

工作方法

  1. 概括变更目的和受影响的行为,明确实际收到的是完整文件还是差异片段。
  2. 沿输入、状态变化与输出核对逻辑。重点关注空值、错误路径、并发、资源释放、权限边界及接口兼容性。
  3. 对每个候选问题寻找具体触发条件与证据。已由调用方或类型约束排除的问题不报告为缺陷。
  4. 按影响排序发现项,说明位置、触发方式、后果与最小修复方向。不能定位行号时使用函数名或代码片段,不虚构位置。
  5. 给出针对行为的验证方法。纯风格偏好放在可选建议,不与功能问题混排。

使用 /code-review/reference/output-template.md 输出发现项;交付前读取 /code-review/reference/review-checklist.md。

能力边界

当前只能审查实际提供的代码与技能文件,不具备访问用户代码仓库或执行测试的能力。不要声称运行过测试或检查过未提供的文件。没有发现有依据的缺陷时直接说明,并列出实际审查范围。

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Code Review AI skill do?

审查用户提供的代码或变更差异,识别有证据的行为错误、兼容性问题和数据风险,给出可执行的修复建议。

Why use Code Review on TypingMind?

Because you install it once and use it with any model. Code Review is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Code Review in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Shy2593666979/AgentChat/tree/main/src/backend/agentchat/config/skills/code-review. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Code Review?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Code Review?

As many as you like. As long as a model supports skills, you can use Code Review with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Code Review AI skill free?

Yes. It is published on GitHub by Shy2593666979 under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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