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
More from nickcrew/claude-cortex
owasp-top-10
OWASP Top 10 security vulnerabilities with detection and remediation patterns. Use when conducting security audits, implementing secure coding practices, or reviewing code for common security vulnerabilities.
10codanna-codebase-intelligence
Use codanna MCP tools for semantic code search, call graphs, and impact analysis before grep/find.
4mermaid-diagramming
>-
3python-testing-patterns
Python testing patterns and best practices using pytest, mocking, and property-based testing. Use when writing unit tests, integration tests, or implementing test-driven development in Python projects.
3tutorial-design
>-
2python-performance-optimization
Python performance optimization patterns using profiling, algorithmic improvements, and acceleration techniques. Use when optimizing slow Python code, reducing memory usage, or improving application throughput and latency.
2