Prompt Improvement

Use this skill to convert rough requests into intentional prompts that reduce ambiguity, preserve user intent, and improve output reliability.

Workflow

1. Run intake and classify prompt type.

• Capture the user's raw request, expected deliverable, domain, and context.
• Classify prompt type: coding, reasoning, extraction, research, or general.
• Restate intent in one sentence before refinement.

2. Run understanding self-check.

• Score understanding 0-5.
• If score <= 3, ask clarifying questions before building the final prompt.
• If score >= 4, proceed with explicit assumptions.