evaluator-optimizer
Evaluator-Optimizer
Iterative refinement workflow that takes existing code, documentation, or designs and polishes them through rigorous cycles of evaluation and improvement until they meet production-grade quality standards.
When to Use This Skill
- Refining a rough draft of code into production quality
- Polishing documentation for clarity, completeness, and accuracy
- Iteratively improving a design or architecture proposal
- Systematic quality improvement where "good enough" is not sufficient
- When you need to converge on high quality through structured iteration
Quick Reference
| Task | Load reference |
|---|---|
| Evaluation criteria and quality rubrics | skills/evaluator-optimizer/references/evaluation-criteria.md |
Workflow: The Loop
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