AI Code Review Bot
Automated code review bot that analyzes pull requests, catches bugs and security issues, and suggests fixes in plain English. Like having a senior dev review every PR, 24/7.
What it does
GitHub webhooks + LLM code analysis is a proven pattern. The core loop (receive PR → analyze diff → post comments) is straightforward. Main challenge is reducing false positives and handling large diffs, but chunking strategies solve this.
GitHub webhooks + LLM code analysis is a proven pattern. The core loop (receive PR → analyze diff → post comments) is straightforward. Main challenge is reducing false positives and handling large diffs, but chunking strategies solve this.
MVP features
Build prompt
Build an AI code review bot that: 1) Connects to GitHub via webhook on PR creation 2) Analyzes diff using Claude API for: bugs, security vulnerabilities, performance issues, style violations, and missing tests 3) Posts inline review comments on specific code lines 4) Provides an overall PR summary with severity ratings 5) Suggests concrete code fixes as patch snippets 6) Learns from project-specific patterns and custom rules 7) Has a dashboard showing review statistics, common issues, and trend over time 8) Supports configurable strictness levels per repo 9) Integrates with Slack for review notifications. Use GitHub API, Claude API for analysis, Next.js dashboard, Supabase for settings/stats.
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