using-agent-skills

To discover agent skills automatically, identify the current development phase and let the orchestration engine select the matching skill from the taxonomy to handle the session.

Agent skill orchestration sequences multiple skills across a lifecycle to complete complex work. You need it when a single session requires chaining skills like idea-refine, spec-driven-development, and planning-and-task-breakdown.

Sequencing agent skills across a lifecycle involves mapping the development phase to the taxonomy, then chaining relevant skills consecutively to ensure the complex workflow progresses safely.

Guardrails during agent skill execution enforce core operating behaviors like surfacing assumptions, managing confusion, pushing back, and verifying outputs to ensure safe, auditable orchestration across all invoked skills.

Yes, you can use this agent skill discovery mechanism without external dependencies, as the orchestration engine operates autonomously to identify task phases and sequence matching skills from the built-in taxonomy.

Automatic skill discovery eliminates manual selection errors by dynamically identifying the task phase and routing to the correct skill, enforcing verification and guardrails for safe, context-aware execution.