Zero-shot prompt checklist

Goal

Make outputs consistent without examples.

Checklist

• State role + task
• Define output format (JSON/table/bullets)
• Provide constraints (length, tone, must/avoid)
• Add success criteria
• Add “if missing, return null/unknown”

Example

Task: Extract fields. Output: JSON only.

Tags

Prompting, reliability, formatting.