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browser

Automate browser tasks via agent-browser using element refs and snapshots.

7|1|Updated Feb 21, 2026
Search Tags:#automation#cli#web-testing#browser#headless#snapshots#refs
One-click install
npx skills add https://github.com/Nairon-AI/flux --skill browser-nairon-ai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: browser
Source: https://github.com/Nairon-AI/flux/tree/main/skills/browser
Command: npx skills add https://github.com/Nairon-AI/flux --skill browser-nairon-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Browser automation reduces manual QA toil by programmatically driving web pages, verifying UI states, and extracting data without manual clicks.

Core Features & Use Cases

  • Navigate and verify websites, read online docs, scrape data, and fill forms with a headless or headed browser.
  • Capture baseline screenshots, compare page states, and debug interactions across sessions.
  • Use cases include UI validation in CI, data extraction from web pages, and end-to-end test workflows for deployed apps.

Quick Start

Open a URL, snapshot to generate refs, and then interact via their refs to automate the flow.

Frequently Asked Questions about browser

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

FAQPage Schema
How do I automate web tasks using a headless browser?▼

You can automate web tasks by commanding a headless browser to open pages, take snapshots, and interact with elements via refs. This approach enables UI verification, data scraping, and form automation without manual clicks.

What is the best way to verify UI states in CI pipelines?▼

The best way to verify UI states in CI is using browser automation to capture baseline screenshots, navigate deployed apps, and compare page states. This reduces manual QA toil by programmatically driving web pages and validating interactions.

Do I need agent-browser installed to run headless web testing?▼

Yes, you need agent-browser installed to run headless web testing. The automation requires this dependency to command the browser, take snapshots, and execute ref-based interactions for your end-to-end test workflows.

How does ref-based interaction work for web scraping?▼

Ref-based interaction works by taking a snapshot of a web page to generate element references. You then use these refs to interact with specific elements, allowing precise data extraction and form automation across headless or headed sessions.

Can I use browser automation to fill forms and extract data from online docs?▼

Yes, you can use browser automation to fill forms, read online docs, and extract data from web pages. It supports navigating URLs and interacting with elements via refs to automate complete data scraping workflows.

What are the limitations of using snapshots for element interactions?▼

Snapshots capture a specific page state to generate element refs, meaning interactions are tied to that lifecycle. If the page state changes or elements shift, you must take a new snapshot to regenerate accurate refs for further automation.

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