Who this guide is for
- AI-native PMs building personal workflows
- Operators automating recurring research or publishing tasks
- Builders packaging prompts and tools into reusable skills
Recommended skill types
Best for decomposing a repeated task into stable steps.
Best for packaging instructions, scripts, and examples into a reusable skill.
Best when the workflow touches logged-in websites or dynamic pages.
Decision checklist
- Does it define inputs, outputs, and stopping criteria?
- Does it identify risky actions that need confirmation?
- Does it reuse scripts or tools instead of relying on memory?
- Can the workflow be repeated by another agent?