Optimization Workflow
Testing changes independently rather than all at once isolates which modifications actually improve output, following scientific method principles.
Prompt
I have a prompt that produces {{current_quality}} results but I want to improve it to {{target_quality}}.\n\nCurrent prompt:\n{{current_prompt}}\n\nExample of current output (showing the problem):\n{{current_output_example}}\n\nWhat I want instead:\n{{desired_output_description}}\n\nGuide me through an optimization workflow:\n1. Diagnose: what specifically is causing the quality gap?\n2. Hypothesize: 3 specific changes that could close the gap, ranked by likely impact\n3. Test plan: how to test each change independently\n4. Implement: rewrite the prompt with the top-ranked change applied\n5. Evaluate: what to look for in the new output\n6. Iterate: decision framework for next steps based on results
Variables to customize
{{current_quality}}{{target_quality}}{{current_prompt}}{{current_output_example}}{{desired_output_description}}
Why this prompt works
Testing changes independently rather than all at once isolates which modifications actually improve output, following scientific method principles.
What you get when you save this prompt
Your workspace unlocks powerful tools to iterate and improve.
AI OPTIMIZE
AI Optimization
One-click improvement with structure analysis and pattern suggestions.
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$ npm i -g @promptingbox/mcpClaude · Cursor · ChatGPT
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