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browser

Automates web tasks for Claude Flow via AI-optimized browser snapshots and element refs.

Updated Mar 4, 2026
Search Tags:#automation#ai#browser#snapshots#claude-flow#element-refs
One-click install
npx skills add https://github.com/script-repo/002-NXClaw --skill browser-script-repo
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: browser
Source: https://github.com/script-repo/002-NXClaw/tree/main/.claude/skills/browser
Command: npx skills add https://github.com/script-repo/002-NXClaw --skill browser-script-repo

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates web interactions for Claude Flow agents with AI-optimized snapshots, reducing context and improving reliability by using element references instead of full DOM traversal.

Core Features & Use Cases

  • AI-optimized snapshots to capture interactive elements with refs (e.g., @e1, @e2) for deterministic interactions
  • Rich command surface under agent-browser (open, snapshot, click, fill, screenshot, close) enabling automated web tasks
  • Support for multi-session orchestration and MCP tool integration for scalable automation

Quick Start

Open a target URL with agent-browser open https://example.com and start interacting using AI-optimized element refs.

Frequently Asked Questions about browser

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

FAQPage Schema
How does AI-optimized web automation handle dynamic DOM elements?▼

AI-optimized web automation handles dynamic DOM elements by capturing snapshots and assigning deterministic element references like @e1 or @e2. This reduces context and improves reliability by interacting with specific elements directly instead of traversing the full DOM.

How do I automate login flows and form filling for web apps?▼

Automate login flows and form filling by opening a target URL with the agent-browser command, taking a snapshot to get element refs, and executing actions like click or fill. This supports single or multi-session orchestration for scalable web automation.

Can I manage multiple browser sessions simultaneously for web automation?▼

Yes, multi-session orchestration is supported for web automation across dynamic web apps. You can manage multiple browser sessions simultaneously, enabling scalable automation tasks like parallel data extraction or testing.

Does this web automation approach support MCP tool integration?▼

Yes, the web automation approach supports MCP tool integration, allowing you to connect browser control with broader agent workflows. This enables scalable automation and orchestration across complex end-to-end web interaction tasks.

What is the best way to extract data from dynamic web apps without full DOM traversal?▼

The best way to extract data without full DOM traversal is using AI-optimized snapshots that capture only interactive elements with deterministic refs. This method significantly reduces context overhead and improves extraction reliability.

Why use element references instead of full DOM traversal for automated web testing?▼

Using element references instead of full DOM traversal for automated web testing reduces context size and improves reliability. Element refs like @e1 provide deterministic interactions, ensuring tests execute consistently across dynamic web app states.

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