AI Skills

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

• 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.

• 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.

• 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.

• Keep skills narrow.
• Treat them as operating docs, not magic prompts.
• Review and update them after real usage.
• Related: Choose a default AI assistant for team knowledge work