Prompt Repair Workshop
Learn how to diagnose weak prompts, improve AI outputs, and build repeatable prompting workflows that produce clearer, more useful results.
About this workshop
Most AI frustrations come from unclear instructions, missing context, or unrealistic expectations. This practical workshop focuses on improving AI outputs through better prompting, refinement, and workflow design. Participants will learn how to identify why prompts fail, how to repair vague or inconsistent instructions, and how to guide AI tools toward clearer, more structured, and more useful outputs. The session focuses on practical workplace applications rather than gimmicks or ‘AI hacks’, helping participants build confidence using AI responsibly and effectively.
What you’ll learn
- How to improve AI-generated outputs
- How to diagnose weak prompts
- How to guide AI tools more effectively
- Prompt refinement strategies
- Practical workplace prompting workflows
Who this is for
Workshop agenda
- Why AI outputs fail
- Understanding ambiguity and missing context
- Repairing vague prompts
- Improving tone, structure, and clarity
- Building reusable prompt frameworks
- Human review and verification strategies
Requirements
- Basic familiarity with ChatGPT or AI tools helpful
- No technical experience required
Meet your facilitator
Cheryl Tyler
Cheryl Tyler supports teams and organisations to build practical digital capability through learning design, workflow thinking, and AI-supported productivity approaches.
We’ll send workshop dates and registration details once confirmed.