magnitude-browser

Automate web research and data extraction through a vision-first browser agent.

Updated Jun 16, 2026

Search Tags:#data extraction #task automation #web research #web automation #browser agent

Ready to run

npx skills add https://github.com/breakingcircuits1337/agent-skills --skill magnitude-browser

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: magnitude-browser
Source: https://github.com/breakingcircuits1337/agent-skills/tree/main/magnitude-browser
Command: npx skills add https://github.com/breakingcircuits1337/agent-skills --skill magnitude-browser

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires @magnitudedev/browser-agent, zod, and includes scripts (resource) and assets (resource) components.

What problem does it solve?

This Skill automates web research, data extraction, and task automation, streamlining online workflows and saving time for users requiring autonomous web engagement.

Core Features & Use Cases

Web Research: Automate the browsing of websites, data extraction, and research tasks.
Data Extraction: Extract structured data from web pages with ease.
Task Automation: Automate complex web tasks like form filling, data scraping, and research.
Use Case: Imagine you need to analyze the latest cybersecurity news. Use this Skill to automatically navigate websites, extract relevant articles, and summarize them.

Quick Start

Run the skill with a research query: magnitude-browser "latest AI news"

Frequently Asked Questions about magnitude-browser

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

FAQPage Schema

How do I automate web research and extract data from websites?▼

You can automate web research and data extraction by running a vision-first browser agent that navigates pages, extracts structured data, and completes web tasks autonomously using natural language queries.

What is vision-first browser automation and how does it work for web tasks?▼

Vision-first browser automation drives web tasks by interpreting visual page elements rather than relying on underlying HTML selectors, allowing the agent to navigate sites, fill forms, and scrape data like a human user.

Do I need API keys to use a browser agent for task automation?▼

Yes, you need appropriate API keys configured in your environment to run the browser agent, which uses the @magnitudedev/browser-agent package to execute automated web workflows and research tasks.

Can I use this browser agent to automate form filling and web scraping workflows?▼

Yes, the browser agent can automate complex web tasks including form filling, data scraping, and research workflows by autonomously navigating target websites and interacting with page elements.

How do I extract and summarize articles from cybersecurity news websites?▼

You can extract and summarize articles by passing a research query like "latest AI news" to the browser agent, which automatically navigates the target websites, pulls relevant articles, and aggregates the extracted data.

What are the limitations of using a vision-first browser agent for web automation?▼

Vision-first browser automation depends on visual page rendering and appropriate API keys, meaning tasks may fail on heavily dynamic sites with anti-bot protections or when API rate limits are reached during extensive web scraping workflows.