browser-swarm

Name: browser-swarm
Availability: InStock
Author: calebdane7

Orchestrate parallel browser research across 3+ URLs with bulk tab management.

12|Updated Mar 9, 2026

Search Tags:#automation #scalability #parallel #coordination #browser #web-research #URL-management

Ready to run

npx skills add https://github.com/CalebDane7/agent-browser --skill browser-swarm

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: browser-swarm
Source: https://github.com/CalebDane7/agent-browser/tree/main/skills/browser-swarm
Command: npx skills add https://github.com/CalebDane7/agent-browser --skill browser-swarm

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill enables self-organizing parallel browser sessions to accelerate web research and testing across 3+ URLs.

Core Features & Use Cases

Open-ended research across many pages in parallel with a single command.
Coordinated agents inspect content, structure, and visuals concurrently for faster insights.
Scales to large URL sets and supports bulk tab management with bulk setup.
Includes safeguards (gate integration) to promote true parallelism over sequential browsing.

Quick Start

Open all target URLs with ab-swarm-setup and dispatch parallel agents in one run.

Frequently Asked Questions about browser-swarm

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

FAQPage Schema

How do I run parallel browser sessions for web research across multiple URLs?▼

Parallel browser sessions allow you to open and inspect 3 or more URLs concurrently. This Skill orchestrates self-organizing agents to browse content, structure, and visuals simultaneously, accelerating open-ended web exploration and competitive analysis.

What is the best way to manage bulk tabs for competitive analysis?▼

Bulk tab management for competitive analysis is handled by dispatching coordinated agents across large URL sets. You can open target URLs with a single setup command, ensuring parallel execution and aggregated results rather than sequential browsing.

Can I automate gathering design inspiration across many web pages at once?▼

Yes, you can automate gathering design inspiration by dispatching parallel agents to inspect visuals and content concurrently across many web pages. This coordinated approach scales to large URL sets and provides faster insights for design research.

Does this approach work without external dependencies for URL management?▼

Yes, this approach works without external dependencies for URL management. It provides built-in bulk tab setup and coordination templates, allowing you to dispatch parallel browser agents without requiring additional packages or modules.

Why do my automated browser agents run sequentially instead of in parallel?▼

Automated browser agents may run sequentially instead of in parallel if true parallelism is not enforced. This Skill includes gate integration safeguards designed specifically to promote true parallel execution and prevent sequential browsing bottlenecks.

What are the limitations of coordinating 3+ parallel browser sessions?▼

A limitation of coordinating 3 or more parallel browser sessions is the need for active gate integration to prevent agents from defaulting to sequential browsing. Proper setup is required to ensure coordinated agents inspect targets concurrently and aggregate results effectively.