agent-browser

Automate browser interactions for AI agents via a refs-based CLI.

19|2|Updated Feb 17, 2026
One-click install
npx skills add https://github.com/perminder-klair/ruuh --skill agent-browser-perminder-klair
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agent-browser
Source: https://github.com/perminder-klair/ruuh/tree/main/agent/.pi/skills/agent-browser
Command: npx skills add https://github.com/perminder-klair/ruuh --skill agent-browser-perminder-klair

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Browser automation for AI-assisted tasks, enabling you to open websites, fill forms, click elements, take screenshots, extract data, test web apps, and automate any browser workflow without manual scripting.

Core Features & Use Cases

  • Unified CLI for browser actions including open, click, fill, snapshot, screenshot, and data extraction.
  • Refs-based interactions with compact element references to reduce context and improve AI planning.
  • Use Case: Automate login flows, data collection from web pages, or end-to-end form automation for QA, research, or content capture.

Quick Start

Open a URL, snapshot the page to obtain refs, then interact using those refs.

Frequently Asked Questions about agent-browser

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

FAQPage Schema
How do I automate browser tasks and web testing with AI agents?

You can automate browser tasks by using a CLI that orchestrates actions like open, click, fill, and screenshot. It relies on frontmatter-driven entries with refs-based commands to execute deterministic browser actions for AI agents across web apps and dashboards.

What is the best way to extract data from web pages and dashboards without manual scripting?

Data extraction from web pages is handled by opening a URL, taking a snapshot to obtain element references, and then issuing interaction commands. This approach captures content and extracts data across web apps and dashboards without writing manual scripts.

Can I automate login flows and form submission using CLI browser commands?

Yes, you can automate login flows and form submission through a unified CLI. It orchestrates deterministic browser actions to fill forms and click elements, enabling end-to-end form automation for QA, research, or content capture.

How does refs-based interaction improve AI planning for web automation?

Refs-based interaction uses compact element references instead of full page HTML, reducing context size. This lightweight reference system improves AI planning by providing precise element targets for click, fill, and snapshot actions during browser automation.

Do I need external dependencies to run browser automation for AI agents?

No external dependencies are required to run this browser automation. It operates using a frontmatter-driven entry with refs-based commands and a standalone CLI, allowing you to navigate, interact, and extract data immediately.

What are the limitations of using deterministic browser actions for web testing?

Deterministic browser actions execute predefined steps using refs, meaning they may not adapt to dynamic DOM changes without re-snapshotting. If a web app's layout shifts unexpectedly, the compact element references must be regenerated to continue accurate data extraction.