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nahtonaj
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browser

Automate browser tasks and data gathering using AI-optimized snapshots with element refs.

Updated Sep 20, 2024
Search Tags:#automation#browser#claude-flow#web-automation#element-refs#ai-snapshots
One-click install
npx skills add https://github.com/nahtonaj/dotfiles --skill browser-nahtonaj
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: browser
Source: https://github.com/nahtonaj/dotfiles/tree/main/.claude/skills/browser
Command: npx skills add https://github.com/nahtonaj/dotfiles --skill browser-nahtonaj

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates web browser tasks and data gathering by using AI-optimized snapshots, reducing manual effort and context switching for Claude Flow agents.

Core Features & Use Cases

  • AI-optimized snapshots that minimize context by exposing element refs (@e1, @e2) instead of full DOM.
  • Deterministic interactions using element refs, enabling stable automation across pages.
  • Multi-session orchestration and seamless integration with CLAUDE FLOW tools for scalable web workflows.

Quick Start

Open a URL, snapshot interactive elements, and interact using the returned element refs to complete a task.

Frequently Asked Questions about browser

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

FAQPage Schema
How do I automate web scraping and form filling across dynamic pages?▼

Web scraping and form filling across dynamic pages are automated using AI-optimized snapshots that expose element refs instead of full DOM, enabling stable multi-page workflows and deterministic interactions.

What is an AI-optimized snapshot in browser automation?▼

An AI-optimized snapshot in browser automation minimizes context by exposing interactive element refs like @e1 and @e2 instead of the full DOM, allowing agents to target elements deterministically without parsing raw HTML.

How do I manage multiple browser sessions for scalable web workflows?▼

Multiple browser sessions for scalable web workflows are managed through multi-session orchestration, which coordinates concurrent page interactions and integrates tightly with Claude Flow tools.

Does browser automation work with Claude Flow for multi-page workflows?▼

Browser automation works seamlessly with Claude Flow, providing tight tool integrations and multi-session orchestration to execute single- and multi-page workflows like data gathering and form submission.

Why use element refs for deterministic interactions in web automation?▼

Element refs provide deterministic interactions in web automation by replacing fragile DOM selectors with stable identifiers like @e1, ensuring actions remain accurate even when page layouts change dynamically.

Can I automate data gathering on dynamic pages without manual context switching?▼

Data gathering on dynamic pages is fully automated using AI-optimized snapshots, reducing manual effort and context switching by feeding only essential interactive elements back to the agent.

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