using-agent-skills

Agent skill orchestration dynamically discovers and invokes the most appropriate skill for a given task. It applies a defined lifecycle sequence to route operations to the correct workflow, enforcing operational safety and consistency across all invoked skills.

To orchestrate multiple agent skills, the system enforces core operating behaviors including surfacing assumptions, managing confusion, pushing back when warranted, and enforcing simplicity. It provides standardized failure-mode handling to maintain scope and verify outcomes across all routed tasks.

Yes, you can use this orchestration approach for complex software engineering workflows without external dependencies. It operates independently to map tasks to internal skills like incremental-implementation and planning-and-task-breakdown, ensuring standardized execution regardless of your project stack.

Limitations of this task-routing approach include strict adherence to the discovery map, meaning tasks outside mapped skills like interview-me or idea-refine may not route correctly. It also enforces rigid operating behaviors, which may constrain highly customized or freeform workflow execution.