using-agent-skills

Software development workflow orchestration maps incoming tasks to a defined lifecycle sequence, routing work from idea refinement through spec-driven development, incremental implementation, testing, and shipping. It coordinates end-to-end execution with verification at each stage.

Managing scope creep during feature development requires context loading guardrails that surface hidden assumptions, manage confusion, and strictly enforce project boundaries. These guardrails operate continuously throughout the task lifecycle.

Mapping an engineering task to a development sequence involves detecting the current task phase and routing it to the appropriate skills. It identifies intent and executes the recommended sequence, spanning planning, breakdown, implementation, and review.

Yes, enforcing verification requirements between task breakdown and incremental implementation is handled by lifecycle orchestration. It coordinates execution across multiple skills, ensuring verification checks are satisfied at each stage before proceeding.

Lifecycle orchestration handles confusion management in task dispatch by loading context and applying robust guardrails. It surfaces assumptions and explicitly manages confusion to ensure tasks are routed accurately across the engineering workflow.

You need agent skill discovery for task realization when you want consistent, repeatable feature work across teams. It maps incoming task intent to a defined lifecycle, ensuring proper sequencing from idea refinement to shipping.