Orbit: Automate AI Loops with Nexus-Autoloop Skills

Orbit: Automate AI Loops with Nexus-Autoloop Skills

Orbit is a sophisticated AI agent skill designed to manage and automate loops using Nexus-Autoloop. It generates script sets from defined goals, designs operation contracts, audits live loops, and ensures reliable completion by recovering state where necessary.

What this skill does

• Facilitates loop execution contexts and delegation, allowing users to directly generate or request audits for loops.
• Receives loop-sized work packages as seeds for goal contracts to ensure targeted goal achievement.
• Provides a framework for bug investigation by creating relevant contexts for loop issues.
• Integrates feedback mechanisms to improve the quality of loops through reusable pattern updates.
• Generates detailed reports on loop completion and handles operational handoffs for incident resolution and implementation of loop issues.
• Enforces commit policies and branch management practices, ensuring consistency across development processes.
• Ensures observability and health monitoring of loops through beacon integration for alerts and SLO/metric definitions.
• Supports incident management by escalating loop-related failures with complete context.
• Facilitates the delegation of recipe-loops in specific execution phases.

Who it is for

This skill is intended for developers and teams utilizing AI coding agents such as Claude Code, Cursor, and Codex. It is particularly beneficial for those involved in project management, quality assurance, and operations seeking to streamline and optimize loop-based tasks within their development environments.

Use cases

• Software development teams aiming to automate repetitive coding tasks and ensure consistent execution outcomes.
• Project managers and quality auditors looking to implement operation-wide standards through automated monitoring and feedback loops.
• Incident response teams requiring detailed context and escalation strategies for loop-related issues.
• AI developers interested in integrating loop-pattern knowledge into their coding workflows for enhanced adaptability.

Technical details

• Orbit interacts with various inputs including Nexus, User, PDM, Scout, Lore, Judge, Beacon, and Triage, making it versatile for different roles.
• Output connections extend to Nexus, Builder, Guardian, Radar, Lore, Beacon, and Triage, ensuring comprehensive integration across multiple platforms.
• The skill supports bidirectional communication for loop management and monitoring within AI ecosystems.

Source & Licence

This package is built on open-source work published by simota (simota/agent-skills) 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.