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Automate Code Reviews with Claude & Git Hooks

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Automate Code Reviews with Claude & Git Hooks

Leverage Claude Code and Model Context Protocol (MCP) to automate your Git workflow by integrating with pre-commit hooks. This allows you to generate concise, informative summaries for your pull requests and even perform basic code quality checks before you even push your changes. Imagine a world where your commit messages are automatically fleshed out into meaningful PR descriptions, saving you and your reviewers valuable time.

To implement this, you can use a pre-push hook. Create a script (e.g., .git/hooks/pre-push) and make it executable (chmod +x .git/hooks/pre-push). Inside this script, you’ll use a CLI tool that interfaces with Claude and MCP. For instance, you might call a hypothetical claude-cli review --pr-summary command. This command would analyze the staged changes, send them to Claude via an MCP-enabled service, and then generate a summary. If the summary generation fails or if Claude identifies critical issues, you can even make the hook fail, preventing the push.

Here’s a simplified example of what a pre-push hook script might look like, assuming you have a claude-cli tool installed and configured:

#!/bin/bash

echo "Running Claude Code pre-push checks..."

# Generate a PR summary for the staged changes
PR_SUMMARY=$(claude-cli review --pr-summary)

if [ -z "$PR_SUMMARY" ]; then
  echo "Error: Failed to generate PR summary. Please check your Claude CLI configuration."
  exit 1
fi

echo "Generated PR Summary:"
echo "$PR_SUMMARY"
echo "--------------------"

# Optional: Add more checks here, e.g., flagging potential bugs based on Claude's analysis

echo "Pre-push checks passed."
exit 0

This simple automation transforms your Git workflow from a manual process to an intelligent, feedback-driven system. By catching potential issues early and providing rich context, you accelerate development cycles and improve code quality with minimal effort.