Optimize Browser Tasks with Ego-Decision-Layer AI Skill

Optimize Browser Tasks with Ego-Decision-Layer AI Skill

The Ego-Decision-Layer AI skill is a specialized add-on for enhancing browser task automation. It integrates with ego-browser to streamline multi-step linear operations like clicking, navigation, and form submissions in a single process. It minimizes the need for large model computations at every step.

What this skill does

• Employs a decision loop within a single ego-browser process, enhancing efficiency in multi-step tasks such as clicking, page navigation, and form submissions.
• Maintains compatibility with both the default System One (Jev) and local OpenAI-compatible backends.
• Ensures that precise DOM manipulation, single action tasks, and batch data extraction continue to use the native ego-browser API.
• Allows routing through ego-browser's native API for single-action tasks or complex selections.
• The skill installs as an agent skill, operating independently of the ego lite application’s core files.

Who it is for

• Developers working with AI agents like Claude Code, Cursor, and Codex.
• Teams engaged in browser task automation needing efficient decision-making capabilities.

Use cases

• Automating sequential actions such as filling out multi-field forms and navigating websites within a browser.
• Reducing overhead when executing tasks requiring linear, multi-step interactions through a single entry point.
• Improving task efficiency by focusing on decision-making processes without frequent fallback to larger models.

Technical details

• The skill is located within the user's agent skills directory (e.g., ~/.agents/skills/ego-decision-layer/).
• Includes scripts such as decider-loop.mjs for decision processing and wire-agent-skills.sh for skill management.
• Supports command-line invocation either linked directly in PATH or through the skill’s internal script path.
• Does not modify existing ego lite application files, maintaining compatibility and facilitating easy upgrades.

Source & Licence

This package is built on open-source work published by jiangkoumo (jiangkoumo/ego-decision-layer) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.