Prompt Studio Canvas

Use this canvas to shape an insightful demo that is still easy for everyone to follow.

1) Audience and outcome

• Who is this for (engineers, business users, leaders)?
• What single decision should this demo help them make?
• What does success look like in one sentence?

2) Input and output

• Input: what data or context does the AI need?
• Output: what format should it produce (summary, action list, email draft)?
• Constraints: length, tone, language, and policy boundaries.

3) Baseline prompt template

Role: You are a practical AI assistant.
Goal: Help {audience} make {decision}.
Context: {problem context}
Instructions:
- Keep language clear and concise.
- Explain reasoning in plain terms.
- Flag assumptions and confidence.
Output format:
1) Recommendation
2) Why it matters
3) Risks and guardrails
4) Next step

4) Two-pass improvement loop

1. Run the baseline prompt on 5 representative examples.
2. Score for clarity, usefulness, and trustworthiness.
3. Revise prompt with stronger context and output structure.
4. Re-run and compare before/after results.