iterative-refinement
Iterative Refinement
Execute workflows iteratively with systematic validation, progress tracking, and intelligent termination.
When to Use
Use for tasks requiring iterative refinement:
- Test-fix-validate cycles: Fix failures → retest → repeat until passing
- Code quality improvement: Review → fix → review until standards met
- Performance optimization: Profile → optimize → measure until targets achieved
- Progressive enhancement: Iterative improvements until diminishing returns
Don't use for single-pass tasks, purely parallel work, or simple linear workflows.
Pre-Usage Research (Optional)
Before starting iterations, consider researching:
- Current best practices for your validation tools (search "[tool] best practices 2025")
- Known issues with your tech stack (search "[language] [tool] common issues")
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