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System Prompt Optimizer
Tighten a system prompt by detecting redundancy, missing role, missing output contract, unsafe boundaries, and weak instruction hierarchy.
Reviewed and refreshed on 2026-06-17.
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WHY THIS EXISTS
Specialized workflow, inspectable result
Tighten a system prompt by detecting redundancy, missing role, missing output contract, unsafe boundaries, and weak instruction hierarchy. The scoring is visible and repeatable so users can improve an input, rerun the tool, and copy a useful artifact.
- Shows what changed instead of silently rewriting everything.
- Preserves user intent while adding structure and boundaries.
- Keeps prompt optimization local and inspectable.