Master Workflow Selection with AI Agent Skill

Master Workflow Selection with AI Agent Skill

This skill assists in the initial classification of incoming work requests to determine the appropriate workflow. It evaluates the nature of the request and identifies the workflow skill that should handle it, facilitating organized and efficient project management.

What this skill does

• Analyzes incoming work requests to classify the work type.
• Determines if a request involves project onboarding, identifying whether a workspace is empty or newly being set up.
• Evaluates whether the work will create or change any aspect of the project, such as adding features or altering functionality.
• Routes ambiguous requests by asking clarifying questions to ensure correct workflow assignment.

Who it is for

• Developers working with AI coding agents such as Claude Code, Cursor, and Codex.
• Teams engaged in managing complex software development workflows.
• Project managers seeking streamlined workflow assignment processes.

Use cases

• Assigning initial project setup tasks for new software development initiatives.
• Classifying and routing feature requests or codebase modifications in established projects.
• Ensuring correct workflow selection for ambiguously defined tasks by leveraging AI-driven clarifications.

Technical details

• Integrates with AI agent frameworks such as Claude Code, Cursor, and Codex to offer advanced classification capabilities.
• Utilizes the root router from the packages/pi-thinkrail-workflow family for optimal workflow determination.
• Employs the ask_user_question concept for interactive queries when more information is needed.

Source & Licence

This package is built on open-source work published by JetBrains (JetBrains/thinkrail) and distributed under Apache-2.0. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted under the Apache License 2.0, which also includes an express patent grant. Attribution and any NOTICE file must be 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.