AI Agent Orchestration: Automate and Coordinate Orca Workers

AI Agent Orchestration: Automate and Coordinate Orca Workers

The AI Agent Orchestration skill facilitates automated coordination and supervision of Orca workers for development and planning tasks. It enables efficient project handling by driving tasks to acceptance and auto-merging pull requests, without requiring user intervention for each step.

What this skill does

• Coordinates multiple Orca workers on authorized tasks.
• Automatically supervises and manages project development efforts or planning work.
• Integrates a full automation dispatch loop, starting with defining project scope as requested by the user.
• Handles project modifications by committing changes to a repository via Orca workers, creating branches, and opening pull requests.
• Once the acceptance gates pass without the need for user validation, it merges the pull requests and syncs the main project branch automatically.
• Responds to specific user mentions of Orca orchestration, worker dispatch, and related tasks.

Who it is for

• Developers and teams utilizing AI coding agents such as Claude Code, Cursor, and Codex.
• Project managers overseeing multi-ticket or complex project efforts in software development environments.
• Teams seeking to optimize workflow consistency and reduce manual intervention in task management.

Use cases

• Running and supervising comprehensive projects that involve multiple tickets or a defined ticket map going to the implement-spec phase.
• Automatically merging integration pull requests based on pre-determined conditions, without a need for human intervention.
• Facilitating effective error resolution by executing retrospective processes when project errors are identified.

Technical details

• Employs agent orchestration techniques to manage tasks and workflows effectively.
• Uses AI application tools to deliver a fully automated project management loop.
• Operates as part of the Orchestra Auto system for seamless dispatch and coordination of Orca worker resources.

Source & Licence

This package is built on open-source work published by whutlichao (whutlichao/orchestra-auto) 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.