ai-review: AI-powered code review tool for GitHub, GitLab, Bitbucket Cloud, Bitbucket Server, Azure DevOps and Gitea

by Nikita-Filonov · Agent Tool · ★ 586

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

Featured in: Code Review

How to install ai-review

pip install xai-review
docker run --rm -v $(pwd):/app nikitafilonov/ai-review:latest ai-review run-summary

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 67/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

aiai-code-reviewai-code-reviewerai-reviewbitbucketclaudecode-qualitycode-reviewgeminigitea

Quick Facts

Stars586
Forks99
LanguagePython
CategoryAgent Tool
LicenseApache-2.0
Quality Score67/100
Open Issues7
Last Updated2026-10-03
Created2025-09-10
Platformsclaude-code, gemini, python
Est. Tokens~16k

About ai-review

AI Review AI-powered code review tool. Made with ❤️ by @NikitaFilonov ❤️ Support AI Review If AI Review helps you reduce noise in pull requests and saves time in code reviews, consider supporting its development.

Compatible Skills

These tools work well together with ai-review for enhanced workflows:

  • lucidity-mcp — semantic(0.29)+complementary+rare_topics+same_lang+similar_pop+shared_platform (64%)
  • Gito — semantic(0.46)+rare_topics+same_lang+similar_pop+shared_platform (61%)
  • skylos — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)
  • awesome-azure-openai-llm — semantic(0.20)+complementary+shared_fw(openai)+same_lang+similar_pop+shared_platform (60%)

ai-review alternative? Top 6 similar tools

Looking for a ai-review alternative? If you're comparing ai-review with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • ai-git-bot by tmseidel · ⭐ 194

    The self-hosted AI workflow automation platform for Git repositories.

  • Gito by Nayjest · ⭐ 436

    An AI-powered GitHub code review tool that uses LLMs to detect high-confidence, high-impact issues—such as sec

  • aide by nicepkg · ⭐ 2.7k

    Conquer Any Code in VSCode: One-Click Comments, Conversions, UI-to-Code, and AI Batch Processing of Files! 在 V

  • py-gpt by szczyglis-dev · ⭐ 2.0k

    Desktop AI Assistant powered by GPT-6, GPT-5, Gemini, Claude, Grok, Ollama, DeepSeek, Perplexity, and more - c

  • bitoai by gitbito · ⭐ 300

    Get codebase-aware feedback in your GitHub, GitLab, Bitbucket pull requests or directly in your IDE.

  • cai by ad-si · ⭐ 203

    User friendly CLI tool for AI tasks. Stop thinking about LLMs and prompts, start getting results!

More Agent Tool Tools

Explore other popular agent tool tools:

View all Agent Tool tools →

Popular Python Agent Tools

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Agent Tool tools