nWave-ai

Outcome KPI definition methodology - synthesizes Who Does What By How Much (Gothelf/Seiden), Running Lean (Maurya), and Measure What…

Platform design review critique dimensions and severity levels.

Foundational platform engineering knowledge from key references -- Continuous Delivery, SRE, Accelerate, Team Topologies, Chaos…

YAML output format and approval criteria for platform design reviews.

Blameless post-mortem structure, incident timeline reconstruction, response evaluation, and organizational learning

Monitoring, observability, operational procedures, CI/CD lessons learned, and quality gate definitions.

Progressive L1-L6 refactoring hierarchy, 22 code smell taxonomy, atomic transformations, test code smells, and Fowler refactoring catalog

How the nWave buddy agent reads a project to answer questions — detection, order of inspection, and citation discipline.

Type-specific validation checklists, six quality characteristics, and quality gate thresholds for documentation assessment

Requirements quality critique dimensions for peer review - confirmation bias detection, completeness validation, clarity checks…

Research output templates, distillation workflow, and quality standards for evidence-driven research

Review dimensions and bug patterns for journey artifact reviews