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AI-powered code review agent for CI/CD pipelines

Project description

AI ReviewBot

PyPI version Python 3.13+ License Tests codecov

AI-powered code review tool for GitHub and GitLab that provides intelligent feedback with inline suggestions and one-click "Apply" button.

📚 Documentation🚀 Quick Start🛒 GitHub Marketplace


✨ Features

  • 🤖 AI-Powered Analysis — Uses Google Gemini for deep code understanding
  • 💡 Inline Suggestions — Comments directly on code lines with GitHub's "Apply suggestion" button
  • 🔒 Security Focus — Identifies vulnerabilities with severity levels (Critical, Warning, Info)
  • 🌍 Multi-Language — Responds in your PR/MR language (adaptive mode)
  • Good Practices — Highlights what you're doing right, not just issues
  • 📊 Transparent Metrics — Shows tokens, latency, and estimated cost
  • 🦊 GitHub & GitLab — Native support for both platforms

🔍 Project Discovery

AI ReviewBot automatically analyzes your repository before each review:

  • Languages & frameworks detected from GitHub/GitLab API
  • CI pipeline parsed to understand what's already automated (linters, formatters, type checkers)
  • Config files read to understand project conventions
  • Attention Zones classify each quality area as ✅ Well Covered, ⚠️ Weakly Covered, or ❌ Not Covered

This means the bot won't duplicate feedback that your CI already catches — no formatting nits when you run Prettier, no type errors when you run mypy. Discovery results are cached via watch-files, so repeated PRs cost 0 extra tokens.

Create .reviewbot.md in your repo root to customize. You can also run ai-review discover owner/repo to preview what the bot sees.

Variable Default Description
AI_REVIEWER_DISCOVERY_ENABLED true Enable/disable project discovery
AI_REVIEWER_DISCOVERY_VERBOSE false Always post discovery comment
AI_REVIEWER_DISCOVERY_TIMEOUT 30 Discovery timeout in seconds

See Discovery documentation for details.

🚀 Quick Start

GitHub Actions (Recommended)

# .github/workflows/ai-review.yml
name: AI Code Review

on:
  pull_request:
    types: [opened, synchronize]

jobs:
  review:
    runs-on: ubuntu-latest
    permissions:
      contents: read
      pull-requests: write

    steps:
      - uses: KonstZiv/ai-code-reviewer@v1
        with:
          github_token: ${{ secrets.GITHUB_TOKEN }}
          google_api_key: ${{ secrets.GOOGLE_API_KEY }}

GitLab CI

# .gitlab-ci.yml
ai-review:
  image: ghcr.io/konstziv/ai-code-reviewer:1
  script:
    - ai-review
  rules:
    - if: $CI_PIPELINE_SOURCE == "merge_request_event"

Note: Set AI_REVIEWER_GOOGLE_API_KEY and AI_REVIEWER_GITLAB_TOKEN as CI/CD variables in Settings -- they are inherited by jobs automatically.

PyPI

pip install ai-reviewbot

# Set environment variables
export AI_REVIEWER_GOOGLE_API_KEY="your-key"
export AI_REVIEWER_GITHUB_TOKEN="your-token"

# Run review
ai-review --repo owner/repo --pr 123

Docker

# DockerHub
docker pull koszivdocker/ai-reviewbot:1

# GitHub Container Registry
docker pull ghcr.io/konstziv/ai-code-reviewer:1

📖 Documentation

Full documentation available in 6 languages:

Language Link
🇬🇧 English Documentation
🇺🇦 Українська Документація
🇩🇪 Deutsch Dokumentation
🇪🇸 Español Documentación
🇲🇪 Crnogorski Dokumentacija
🇮🇹 Italiano Documentazione

⚙️ Configuration

Variable Default Description
AI_REVIEWER_GOOGLE_API_KEY Required. Google Gemini API key
AI_REVIEWER_GITHUB_TOKEN GitHub token (for GitHub)
AI_REVIEWER_GITLAB_TOKEN GitLab token (for GitLab)
AI_REVIEWER_LANGUAGE en Response language (ISO 639 code)
AI_REVIEWER_LANGUAGE_MODE adaptive adaptive (detect from PR) or fixed
AI_REVIEWER_GEMINI_MODEL gemini-2.5-flash Gemini model to use
AI_REVIEWER_GEMINI_MODEL_FALLBACK gemini-3-flash-preview Fallback model when primary is unavailable
AI_REVIEWER_LOG_LEVEL INFO Logging level
AI_REVIEWER_REVIEW_MAX_COMMENT_CHARS 3000 Max characters per comment
AI_REVIEWER_REVIEW_INCLUDE_BOT_COMMENTS true Include bot comments in context
AI_REVIEWER_REVIEW_POST_INLINE_COMMENTS true Post inline comments on code lines
AI_REVIEWER_REVIEW_ENABLE_DIALOGUE true Enable dialogue threading
AI_REVIEWER_DISCOVERY_ENABLED true Enable project discovery before review

Note: Old variable names without AI_REVIEWER_ prefix still work as fallback.

See Configuration Guide for all options.

🎯 Example Output

The reviewer provides structured feedback with inline suggestions:

Summary Comment

🤖 AI Code Review

📊 Summary — Found 2 issues and 1 good practice.

Category Critical Warning Info
Security 1 0 0
Code Quality 0 1 0

✨ Good Practices — Excellent error handling in api/handlers.py


⏱️ 1.2s | 🪙 1,540 tokens | 💰 ~$0.002

Inline Comment with "Apply" Button

⚠️ SQL Injection Risk

User input is concatenated directly into SQL query.

cursor.execute("SELECT * FROM users WHERE id = ?", (user_id,))

💡 Why this matters: SQL injection allows attackers to execute arbitrary SQL commands. Always use parameterized queries.

📚 Learn more

🛠️ Development

# Clone repository
git clone https://github.com/KonstZiv/ai-code-reviewer.git
cd ai-code-reviewer

# Install dependencies with uv
uv sync --all-groups

# Run tests
uv run pytest

# Run linters
uv run ruff check .
uv run mypy src/

# Build documentation
uv run mkdocs serve

📦 Installation Options

Method Command Best For
GitHub Action uses: KonstZiv/ai-code-reviewer@v1 GitHub projects
Docker docker pull koszivdocker/ai-reviewbot GitLab CI
PyPI pip install ai-reviewbot Local testing

💰 Cost Estimate

Using Gemini 3 Flash Preview:

  • Input: $0.075 / 1M tokens
  • Output: $0.30 / 1M tokens
  • Average review: ~$0.002 (1,500 tokens)

100 reviews/month ≈ $0.20

📄 License

Apache 2.0 — See LICENSE for details.

🤝 Contributing

Contributions are welcome! See Contributing Guide.

📬 Support


Made with ❤️ by Kostyantin Zivenko

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