ai-agent

ai-code-reviewer: Faster GitLab MR reviews with OpenAI

Name: ai-code-reviewer: Faster GitLab MR reviews with OpenAI
Author: buxuku

ai-code-reviewer uses the OpenAI API to automatically review GitLab merge requests, helping founders catch issues early and keep dev velocity high.

From the repo · “一个利用 openai api 对 gitlab 提交的 merge request 进行 code review 的小工具”

intermediate⏱ 30 minutes💵 Free + LLM API costs

90 stars27 forksTypeScriptGuide quality 8/10 · reviewed Oct 12Updated 5/31/2023100% free · open source

What it is

Reviews code in GitLab's merge requests using OpenAI AI.

Real use case example

"A founder, Alex, works on a team and wants to automate code reviews in their GitLab repository. She creates a merge request and selects the AI-code-reviewer skill, which uses OpenAI's API to review the code changes. The tool then provides feedback on the code, saving Alex time and ensuring that her team meets coding standards. Alex can then either approve or reject the changes based on the AI's feedback."

Best insideClaude Desktop

When to use it

•When you need automated code review for your startup's GitLab repository
•As a supplement to human code review to catch common issues and improve code quality
•To enforce coding standards and best practices across your development team

Ready-to-paste prompt

To test the ai-code-reviewer, create a new merge request with a simple code change and add a comment with the text `@ai-code-reviewer review this` to trigger the automated code review

Heads up: You need to have an OpenAI API key and a GitLab repository set up with the correct credentials and configuration in the `config.js` file for the ai-code-reviewer to work correctly

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🔑 Needs an API key

Works after you add credentials — the setup agent will ask you for them.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/ai-code-reviewer && curl -fsSL https://workflowstacks.com/api/skills/ai-code-reviewer/claude-skill -o ~/.claude/skills/ai-code-reviewer/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How ai-code-reviewer: Faster GitLab MR reviews with OpenAI works

Codeflow

Free to inspect

Ai-code-reviewer: Faster GitLab MR reviews with OpenAI is a tiny TypeScript project (~250 lines across 5 code files). Setup is light: installs like a normal app. Reading the code is optional. Last commit 41 months ago, MIT license, no tests found.

Size

Tiny codebase

~250 lines · 5 code files · 2 min skim

Setup

One-command install

Installs like a normal app. Reading the code is optional.

Runs on

Node.js

No API keys detected

TypeScript 99%JavaScript 1%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
bin/index.js
Where the program starts running
3
package.json
Dependencies and the commands it exposes
4
src/index.ts
Inside src/ — the main logic begins here

What's in each folder

src/Core code — the actual logic4 files

bin/Command-line entry points1 files

READMENo tests foundThin docsNo CIMIT licenseLast update 41 mo ago

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🔑 Needs an API key

Works after you add credentials — the setup agent will ask you for them.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/ai-code-reviewer && curl -fsSL https://workflowstacks.com/api/skills/ai-code-reviewer/claude-skill -o ~/.claude/skills/ai-code-reviewer/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

buxuku

Language

TypeScript