swarm-pr-review

Automate pull request reviews with specialized AI agents and GitHub API comments.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/venables/dotfiles --skill swarm-pr-review
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: swarm-pr-review
Source: https://github.com/venables/dotfiles/tree/main/ai/.claude/skills/swarm-pr-review
Command: npx skills add https://github.com/venables/dotfiles --skill swarm-pr-review

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of code review for pull requests by leveraging a team of specialized AI agents, ensuring comprehensive feedback and consensus before merging.

Core Features & Use Cases

  • Specialized Reviewers: Employs distinct AI agents focused on correctness, code health, and user experience.
  • Collaborative Consensus: Agents discuss findings to reach a unified review verdict.
  • Automated Reporting: Generates a summary comment and inline feedback on the pull request.
  • Use Case: Automatically review a complex feature branch pull request, getting expert feedback on potential bugs, maintainability issues, and UX implications without manual intervention.

Quick Start

Use the swarm-pr-review skill to review the current pull request.

Frequently Asked Questions about swarm-pr-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate pull request reviews on GitHub?

To automate pull request reviews, this Skill fetches PR data and spawns a swarm of AI agents to analyze diffs for correctness, code health, and UX issues. It then posts a detailed summary with a merge verdict and inline comments via the GitHub API.

What is an AI agent consensus code review?

AI agent consensus code review uses a swarm of specialized agents focused on correctness, code health, and UX. The agents discuss findings to reach a unified merge verdict before posting automated summary comments and inline feedback on the pull request.

Can I use automated code review for complex feature branches?

Yes, you can use this automated code review for complex feature branches. It analyzes PR diffs to provide expert feedback on bugs, maintainability issues, and UX implications, generating a comprehensive review without manual intervention.

How does automated code review handle UX issues?

Automated code review handles UX issues by deploying a specialized AI agent to analyze PR diffs. This agent focuses on user experience implications and collaborates with other agents to reach a consensus on the final merge verdict.

Does automated PR review work without external dependencies?

Yes, automated PR review operates without external dependencies. It functions internally by fetching GitHub PR data, spawning agent tasks to analyze diffs, and interacting with the GitHub API to post inline comments and merge verdicts.

What is the best way to get merge verdicts from a code review swarm?

The best way to get merge verdicts from a code review swarm is to let specialized AI agents analyze the PR diff, discuss their findings, and synthesize feedback. This process generates a detailed summary comment with a unified verdict.