swarm-fan-out

Orchestrate parallel specialist agents to analyze code and synthesize unified reports.

5|Updated Mar 11, 2026
One-click install
npx skills add https://github.com/ben-alkov/the_swarm --skill swarm-fan-out
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: swarm-fan-out
Source: https://github.com/ben-alkov/the_swarm/tree/main/src/skills/swarm-fan-out
Command: npx skills add https://github.com/ben-alkov/the_swarm --skill swarm-fan-out

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill streamlines complex analysis tasks by orchestrating multiple specialized agents to work in parallel, synthesizing their findings into a single, comprehensive report.

Core Features & Use Cases

  • Parallel Analysis: Spawns multiple read-only specialists (e.g., security, performance, quality reviewers) to analyze a target concurrently.
  • Synthesized Reporting: Consolidates findings from all specialists into a unified report, highlighting critical issues, important findings, and suggestions.
  • Use Case: When reviewing a Pull Request, use this Skill to have dedicated agents check for security vulnerabilities, performance bottlenecks, and code quality issues simultaneously, providing a holistic review in a single output.

Quick Start

Use the swarm-fan-out skill to review the 'src/auth/' directory with the 'pr-review' preset.

Frequently Asked Questions about swarm-fan-out

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

FAQPage Schema
How do I run parallel code review on a pull request?

Parallel code review on a pull request spawns multiple read-only specialist agents to analyze security, performance, and quality concurrently, synthesizing their findings into a single unified report.

What is multi-agent analysis and when do I need it for software engineering?

Multi-agent analysis dispatches parallel specialized agents to concurrently evaluate code or topics. You need it when reviewing complex targets that require simultaneous security, performance, and quality assessments.

How do I orchestrate a swarm of agents for concurrent analysis?

Orchestrate a swarm of agents for concurrent analysis by validating role configurations, dispatching read-only reviewers against a target, and managing the team lifecycle to collect and synthesize findings.

Can I use parallel specialists to review specific directories like src/auth?

Yes, you can use parallel specialists to review specific directories like src/auth by applying a preset such as pr-review, which targets the directory with concurrent specialized agents.

Does multi-agent fan-out analysis support custom specialist roles?

Multi-agent fan-out analysis validates role configurations to support custom specialist roles, allowing you to dispatch targeted reviewers, researchers, and analyzers against your specific target.

What are the limitations of using a swarm for concurrent code analysis?

Swarm concurrent code analysis relies on read-only agents, limiting it to review and synthesis tasks rather than autonomous code modification, and requires managing the team lifecycle for operations.