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swarm-pr-review

Orchestrate parallel explorer agents and critic challenges for pull request reviews.

437|45|Updated Jan 27, 2026
Search Tags:#validation#swarm#quality-assurance#code-review#pr-review#parallel-processing
One-click install
npx skills add https://github.com/zaxbysauce/opencode-swarm --skill swarm-pr-review-zaxbysauce
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: swarm-pr-review
Source: https://github.com/zaxbysauce/opencode-swarm/tree/main/.claude/skills/swarm-pr-review
Command: npx skills add https://github.com/zaxbysauce/opencode-swarm --skill swarm-pr-review-zaxbysauce

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

PR reviews can be slow and inconsistent; this skill orchestrates parallel exploration, independent validation, and critic challenges to raise review quality and speed.

Core Features & Use Cases

  • Layered PR review workflow with parallel exploration lanes
  • Independent reviewer validation for high-risk findings
  • Critic challenge stage to validate borderline findings
  • Final synthesized report with actionable recommendations

Quick Start

Provide the PR URL or scope and let the swarm-pr-review orchestrate the parallel explorer and reviewer workflow.

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 using parallel processing?▼

Automated pull request reviews use parallel explorer agents to analyze branch diffs simultaneously, followed by independent reviewer validation and critic challenges to deliver high-confidence synthesized reports.

What is the best way to improve code review quality and consistency?▼

Improving code review quality involves a layered workflow with scope detection, parallel exploration lanes, and a critic challenge stage to validate borderline findings, ensuring consistent, high-confidence review outcomes.

Can I run a swarm review on staged changes or recent commits instead of a full pull request?▼

Yes, swarm reviews apply to pull requests, branch diffs, staged changes, and recent commits, automatically detecting the scope to orchestrate parallel exploration and validation across the provided changes.

How do parallel explorer agents validate high-risk findings in a PR review?▼

Parallel explorer agents analyze the diff, then independent reviewers validate high-risk findings while a critic challenge stage tests borderline issues, culminating in a final synthesized report with actionable recommendations.

Are there limitations to using automated layered workflows for branch diff reviews?▼

Layered branch diff reviews rely on orchestrating multiple agent stages—scope detection, parallel exploration, and critic challenges—which may introduce processing overhead for very small diffs compared to manual inspection.

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