What problem does it solve?
This Skill eliminates brittle, verbose DOM scraping and manual browser scripting by providing compact AI-optimized snapshots and stable element references that let agents interact with pages deterministically.
Core Features & Use Cases
- AI-Optimized Snapshots: Capture accessibility-style snapshots that reference elements (e.g., @e1) to reduce context size and improve reliability.
- Deterministic Interactions: Click, fill, type, press, hover, select, check/uncheck, and scroll using refs or selectors with wait and load-state controls.
- Session & State Management: Isolated sessions, state save/load, and multi-session workflows for authenticated scraping, parallel scraping swarms, and replayable login flows.
- Use Case: Automate login + data extraction from a site by opening the page, snapshotting interactive elements, filling credentials using refs, clicking submit, and waiting for the dashboard to load.
Quick Start
Open a page, take an interactive snapshot, and use the returned element references to fill inputs and click buttons to complete the automation task.