Name the measured bottleneck
A specific, measured problem, not a vague 'the app feels slow' complaint.
MEASURABLE OPTIMIZATION PROMPT
Performance Optimization Prompt Builder
Define the measurable bottleneck, constraints, baseline, and validation method for an AI-assisted optimization task.
- Uses your inputs in a transparent calculation
- Instant result with practical next steps
- No signup required
Planning guidance only. Validate important decisions with customer evidence and your delivery team.
YOUR INPUTS
Build your result
Complete every field. The result updates only when you choose Calculate.
How it works
Record a numeric baseline
Without a number, you can't objectively confirm the optimization actually worked.
Define target, constraints, and validation
What 'better' means, what must not break, and exactly how you'll measure the result.
Continue learning: Performance optimization with AI agents
Frequently asked questions
Why does 'make it faster' not work as a prompt?
Without a measured baseline and a specific target, there's no way to confirm whether an AI-suggested change actually improved anything or just felt different.
What should the constraints include?
Anything that must not change as a side effect of the optimization — API contracts, memory limits, behavior for edge cases — otherwise an agent may trade one problem for another.
What if I don't have a baseline measurement yet?
Measure it first. A rough baseline (even from browser dev tools or a simple timer) is far better than optimizing blind.
How is completeness scored?
Each of the four sections is checked for enough real content; a numeric check on the baseline specifically flags when it's missing an actual measurement.
How We Compare
| Feature | MVPHub | Lighthouse | New Relic |
|---|---|---|---|
| Structured 4-section optimization prompt | Included | Not included | Not included |
| Baseline-number sanity check | Included | Not included | Not included |
| No account required | Included | Included | Not included |
| Actual performance measurement/profiling | Not included | Included | Included |
Lighthouse and New Relic measure real performance data. This tool helps you turn that measured data into a well-formed optimization prompt with a validation plan built in.
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