prompt-leverage
Prompt Leverage
If .khuym/onboarding.json is missing or stale for the current repo, stop and invoke khuym:using-khuym before continuing.
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
- Read the raw prompt and identify the real job to be done.
- Infer the task type: coding, research, writing, analysis, planning, or review.
- Rebuild the prompt with the framework blocks in
references/framework.md. - Keep the result proportional: do not over-specify a simple task.
- Return both the improved prompt and a short explanation of what changed when useful.
Transformation Rules
- Preserve the user's objective, constraints, and tone unless they conflict.
- Prefer adding missing structure over rewriting everything stylistically.
- Add context requirements only when they improve correctness.
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