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browser

Automate web page interactions and data extraction using agent-browser snapshots.

Updated May 11, 2026
Search Tags:#automation#ai#interaction#browser#data-extraction#agent-browser
One-click install
npx skills add https://github.com/FuncSmile/Saji_apps --skill browser-funcsmile
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: browser
Source: https://github.com/FuncSmile/Saji_apps/tree/main/.claude/skills/browser
Command: npx skills add https://github.com/FuncSmile/Saji_apps --skill browser-funcsmile

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Web automation on dynamic web sites and Claude Flow tasks is often brittle when relying on full DOM selectors. This Skill uses AI-optimized snapshots and stable element refs to reduce context, increase reliability, and streamline interactions.

Core Features & Use Cases

  • AI-optimized snapshots with element refs for compact, reliable state
  • Deterministic interactions via refs (@e1, @e2) and a full command surface (open, snapshot, click, fill, screenshot)
  • Multi-session support for parallel scrapers and tasks across pages
  • Integration with Claude Flow tools (MCP) and memory hooks for repeatable workflows

Quick Start

Open a URL with agent-browser, snapshot to generate element refs, then interact using those refs to complete your 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 page interactions on dynamic sites without brittle DOM selectors?▼

Automate web page interactions using AI-optimized snapshots and stable element refs to reduce context and increase reliability. This approach replaces fragile DOM selectors with deterministic interactions via refs like @e1, streamlining dynamic site automation.

How does browser automation with AI-optimized snapshots work for data extraction?▼

AI-optimized snapshots work by generating compact, interactive page states with element refs for deterministic interactions. You open a URL, snapshot the page to generate refs, then use those refs to click, fill forms, and extract data reliably across dynamic sites.

Can I run parallel scrapers across multiple pages using agent-browser?▼

Yes, you can run parallel scrapers across multiple pages using multi-session support. This feature allows you to manage concurrent tasks and multi-session workflows, enabling parallel data extraction and interactions across different dynamic sites simultaneously.

Does this web automation tool integrate with Claude Flow tools and MCP?▼

Yes, this web automation tool integrates with Claude Flow tools (MCP) and memory hooks. This integration enables repeatable workflows, allowing you to automate web page interaction and data extraction seamlessly within your existing Claude Flow environment.

What is the best way to fill forms and click elements deterministically on dynamic web pages?▼

The best way to fill forms and click elements deterministically is by using a full command surface with AI-optimized snapshots. You generate interactive snapshots, then apply commands like click and fill using stable element refs to ensure reliable interactions.

When should I not use full DOM selectors for web automation tasks?▼

You should avoid full DOM selectors for web automation when working with dynamic sites where DOM structures change frequently. Using AI-optimized snapshots with element refs instead reduces context bloat and prevents brittle interactions during navigation and data extraction.

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