skill-opportunity-scout

You can detect opportunities for skill reuse by observing development signals that reappear across features, modules, or teams. This skill analyzes those recurring patterns and outputs candidate criteria to guide whether to codify them into a new skill entry.

A workflow is ready to be codified when a rule, validation, or decision point consistently reappears across multiple teams. This skill detects those stabilizing patterns and recommends consolidating them to improve consistency and reuse.

To formalize recurring validation rules into a development process skill unit, apply this skill to the repeated workflows. It outputs the rationale, scope, and candidate criteria needed to decide whether to create a new skill entry for quality assurance and reuse.

Yes, you can use opportunity detection to improve quality assurance by spotting repeated rules across features. This skill evaluates these recurring signals and recommends creating a reusable skill to ensure consistent application across modules.

You should not consolidate a recurring pattern into a new skill entry if the development signals have not yet stabilized. This skill relies on patterns consistently reappearing across modules to output valid candidate criteria for reuse.