Quality Management

The plan-do-check-act skill applies the PDCA cycle for structured experimentation, continuous improvement, and workflow automation. Use it to define a baseline, run a small change, measure results, and standardize or revise based on evidence.

reflect is a Skill Validation tool for reviewing a prior response or output. It uses complexity triage and verification to catch missed flaws, weak reasoning, and overconfident approval before work ships.