This loop systematically evaluates product quality across major capabilities, identifies weaknesses, and ensures fixes are implemented and re-evaluated. It is designed to maintain high standards and continuous improvement in product performance.
To ensure comprehensive evaluation and enhancement of product quality.
To execute this loop, paste the kickoff prompt into Claude Code, ensuring all placeholders are filled with relevant context. The loop will evaluate product capabilities, identify areas for improvement, and rerun evaluations as necessary.
Prepare the environment
Set up a testing environment that mirrors production settings.
Insert the kickoff prompt
Copy and paste the kickoff prompt into Claude Code, filling in all necessary placeholders.
Monitor iterations
Watch the process as the loop runs through evaluations and improvements.
Review outcomes
Analyze the results after each iteration to ensure quality standards are met.
Document findings
Record insights and action items based on the evaluations for future reference.
1. Define product evaluation criteria based on key capabilities.
2. Set up a production-like environment for realistic testing.
3. Run initial evaluations to establish baseline performance.
4. Identify weaknesses and document necessary fixes.
5. Implement fixes and rerun evaluations.
6. Compare results against defined standards.
7. Document improvements and prepare for final review.
Evaluate the product according to the defined criteria: [CRITERIA]. Run evaluations in a production-like environment. Identify weaknesses and propose fixes for any shortcomings found. Ensure that each iteration meets the quality standards before proceeding. Document all findings and improvements in a structured format.
