Tool names change; core skills transfer
- Clear prompting and context setting
- Source evaluation and fact-checking
- Editing and quality control
- Workflow decomposition
- Data organization
- Creative direction
- Automation thinking
- Audience and offer research
Practice on real work
The fastest way to improve is to compare AI output against a task you already understand. That teaches you where the model saves time and where it creates extra review work.