auto-browser

Reliable browser automation prioritizes DOM analysis before interacting with SPA elements, applying goal design and preflight checks to avoid flaky interactions. This approach targets stable DOM states to reduce execution failures on dynamic web pages.

Handling recurring failures in browser CLI automation uses a 3-strike escalation policy that switches to alternative tools or CDP-based paths after three failed attempts. Failures are logged into a pattern database to expand playbooks and reduce future retries.

Self-improving browser automation supports various browser CLI tools by selecting the most suitable CLI or CDP-based path during tool selection. It requires a configured environment with primary and fallback tools to execute modular playbooks across services.

Designing goals for web automation tasks involves defining required permissions, setting strict time limits, and performing preflight checks before execution. This phase establishes clear boundaries and success criteria to maximize automation outcomes safely.

A project playbook directory stores modular playbooks and an operation pattern library for common web workflows. It enables the automation system to retrieve reusable recipes and self-improve by learning from past failure patterns.

Limitations under strict time limits include potential task termination if the 3-strike escalation exhausts all fallback tools without success. Compliance with security practices and a fully configured environment are mandatory to prevent unauthorized actions during execution.