iterative-refinement - Apply an evidence-based loop to refine complex artifacts.
Applies a define-build-evaluate-revise-verify loop to produce defensible results for complex research, plans, code, prompts, and data artifacts.
Tags
Updated: 2026-09-23Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Define acceptance criteria
- Build candidate solutions
- Evaluate candidates skeptically
- Revise high-impact defects
- Verify results using evidence
- Simplify final deliverables
Inputs
- User requirements and constraints
- Complex artifacts or tasks
- User feedback
Outputs
- Refined deliverable
- Key assumptions and verification results
Requirements
- Explicit request for iterative refinement or complex tasks