The full product evaluation loop
A comprehensive product-quality workflow that evaluates realistic scenarios across every major capability, fixes weak outcomes, and reruns them to the defined bar.
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AI Skill Market Insights
Real data. Real impact.
Emerging
Developers
Kickoff Prompt
Copy this prompt and run it with your agent to start the loop.
Create [N] realistic scenarios covering every major capability. Before testing, define clear success criteria and choose a consistent evaluation method, such as pass/fail checks or a scoring rubric. Run every scenario under the same conditions and record evidence for each outcome. Fix the underlying cause of anything that does not meet the criteria, rerun the affected scenarios, and then rerun the complete set. Continue until every scenario meets the original quality bar.