Measure and improve how well your AI works. Use when AI gives wrong answers, accuracy is bad, responses are unreliable, you need to test AI quality, evaluate your AI, write metrics, benchmark performance, optimize prompts, improve results, or systematically make your AI better. Also used for spent hours tweaking prompts, trial and error prompt engineering is not working, quality plateaued early, s
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Measure and Improve Your AI
Guide the user through measuring how well their AI works, then systematically improving it. This is a loop: define "good" -> measure -> improve -> verify.
The Workflow
Define what "good" means — write a metric
Measure current quality — run an evaluation
Improve — choose an optimizer, run it
Verify — re-evaluate to confirm improvement
Iterate or ship
Step 1: Understand the problem
Ask the user:
**What does your AI get
[Description truncada. Veja o README completo no GitHub.]
