Video-to-Prompt Quality Checklist for Teams

When teams scale prompt generation, quality drift is inevitable without a review checklist.

Use this quick QA before accepting a prompt package.

1) Structural completeness

• Summary is present and specific
• Master prompt is detailed and coherent
• Short prompt is concise and usable
• Negative prompt includes realistic failure guards
• Shot list has sequence logic
• Keywords are searchable and non-redundant

2) Creative consistency

• Tone matches the target project
• Style tags do not conflict
• Camera language is explicit
• Lighting and mood are aligned

3) Execution readiness

• Works within target tool token limits
• Easy to copy into your generation stack
• Contains enough constraints to reduce variance

A simple scoring model

Rate each package on three axes (1-5):

• Clarity
• Control
• Reusability

Only ship packages scoring 4+ on all three.

Final takeaway

High-performing teams don't rely on inspiration alone. They standardize prompt quality with repeatable QA gates. A checklist turns prompt generation into an operational advantage.