Prompt Leverage

Turn the user's current prompt into a stronger working prompt without changing the underlying intent. Preserve the task, fill in missing execution structure, and add only enough scaffolding to improve reliability.

Workflow

1. Read the raw prompt and identify the real job to be done.
2. Infer the task type: coding, research, writing, analysis, planning, or review.
3. Rebuild the prompt with the framework blocks in references/framework.md.
4. Keep the result proportional: do not over-specify a simple task.
5. Return both the improved prompt and a short explanation of what changed when useful.

Transformation Rules