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AI Skills

AI Skills package repeated workflows into reusable instructions, references, and operating rules when ad hoc prompting produces inconsistent results.

Overview

AI Skills package repeated workflows into reusable instructions, references, and operating rules when ad hoc prompting produces inconsistent results.

What it is, how it works

  • A reusable instruction pack for a repeated AI workflow.
  • Usually includes when to use it, required inputs, process rules, examples, and references.
  • Works best when the team already knows what "good" looks like.

When not to use it

  • Do not use for one-off experiments.
  • Do not use when the workflow is still changing every time.
  • Do use when repeated prompting creates inconsistent output or wasted setup time.

How to get started

  • Pick one recurring workflow, such as content review, release notes, support triage, or code review.
  • Most AI assistants have skills to create skills. Just ask your assistant to create a skill for you.
  • Test with two or three real tasks before sharing it broadly.