Does it support modern JavaScript-heavy websites?

Absolutely. It includes advanced wait tools that can trigger on network idle states, specific text appearances, or URL patterns to handle SPAs and dynamic content.

How does this skill reduce token usage?

It generates a compact accessibility tree with short element references (like @e1) instead of sending the full DOM to Claude, reducing context size by approximately 93%.

Is this skill compatible with the Model Context Protocol (MCP)?

Yes, all browser operations are exposed as standard MCP tools, making them natively accessible to Claude Code and other MCP-compliant agents.

Can I use multiple browser sessions simultaneously?

Yes, the skill supports isolated sessions using the --session flag, which is ideal for multi-agent swarms or parallel task execution.

Can the agent handle authentication and logins?

Yes, the skill allows you to fill forms, click buttons, and even save/load session states (auth.json) to maintain logged-in sessions across different tasks.

Browser Automation for Claude Flow

Name: Browser Automation for Claude Flow
Author: EarthmanWeb

byEarthmanWeb

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Browser Automation

Automates web interactions and data extraction using AI-optimized accessibility snapshots to minimize token consumption.

The Browser Automation skill for Claude Flow enables AI agents to navigate, interact with, and scrape websites with extreme efficiency. By replacing heavy DOM structures with lightweight, ref-based accessibility snapshots, it reduces context usage by up to 93% compared to traditional methods. This skill is essential for building autonomous web agents, performing automated testing, or conducting real-time research while maintaining Claude's reasoning performance through deterministic element references.

Key Features

01Deterministic interaction via element refs (@e1, @e2) for higher reliability

02Advanced wait conditions for dynamic content and network idle states

032 GitHub stars

04AI-optimized snapshots reducing context window usage by 93%

05Complete navigation control including isolated sessions and state management

06Semantic locators for roles, labels, and test IDs

Use Cases

01Performing high-efficiency web scraping for RAG and data collection

02Executing end-to-end (E2E) testing directly within a Claude Code session

03Automating multi-step login and complex form submission workflows

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add earthmanweb/claude-flow-plugin browser

For use in Claude.ai and ChatGPT

Download Skill