Does it work with GitLab and other platforms?

Yes. While it prefers official Anthropic plugins on GitHub, it includes built-in fallback agents that allow it to work fully on GitLab and other git hosting services.

How many agents are used in a single review?

The skill spawns 7 specialized agents in parallel, covering bug logic, project guidelines, code style, silent failures, comment quality, type design, and test coverage.

Can this skill fix the bugs it finds?

Yes, the orchestrator identifies CRITICAL and MAJOR findings and can automatically spawn fix agents to resolve those issues with your permission.

What is the Code Review Health Score?

It is a weighted metric from 0 to 10 calculated based on the severity of findings, providing an instant snapshot of code quality and production readiness.

Swarm Code Review

Name: Swarm Code Review
Author: Kasempiternal

byKasempiternal

•

Security & Testing

Orchestrates a parallel swarm of seven specialized AI agents to perform comprehensive code reviews and automatically fix critical vulnerabilities.

The Swarm Code Review skill transforms Claude into a sophisticated orchestration engine that manages seven concurrent sub-agents to analyze codebases for logic errors, style violations, silent failures, and type safety. By leveraging both custom logic and official Anthropic plugin agents with built-in fallbacks, it provides a prioritized health report and can autonomously resolve major issues, ensuring high-quality, production-ready code with minimal developer overhead. It intelligently detects review scope from git changes or specific file paths and provides a unified health score for every review session.

Key Features

01Self-healing capabilities for critical and major issues

02Parallel execution of 7 specialized review agents

0312 GitHub stars

04Automated bug detection and logic error analysis

05Smart synthesis and deduplication of findings

06Multi-platform support with automatic plugin fallbacks

Use Cases

01Automated security and logic auditing of legacy codebases

02Pre-commit quality assurance for complex pull requests

03Standardizing code style and documentation across team repositories

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add kasempiternal/claude-agent-system review

For use in Claude.ai and ChatGPT

Download Skill