using-agent-skills

To find the appropriate engineering workflow, use a skill discovery tree that maps your specific development context, such as feature specification or debugging, to concrete skill identifiers. This ensures the correct process is followed for your software project.

Assumption surfacing in workflow orchestration enforces the explicit declaration of assumptions before code implementation or development work begins. This mechanism prevents ambiguity and ensures disciplined execution of your engineering tasks.

To manage ambiguous requirements during feature implementation, apply confusion management techniques that guide you to pause and clarify specifications. This ensures verification steps are met before proceeding with the software development workflow.

Yes, this approach works for debugging and deployment tasks by mapping them to targeted workflows like debugging-and-error-recovery and shipping-and-launch. It applies consistent workflow orchestration principles across the entire software engineering lifecycle.

Yes, you can use this for spec-driven development of a new API endpoint. The system discovers the appropriate skill, enforces assumption surfacing, and guides task planning to ensure disciplined implementation of your feature.

The best way to ensure disciplined execution of a software project workflow is to enforce assumption surfacing, confusion management, and verification steps throughout the process. This structured approach guarantees the correct engineering skill is applied to your specific task.