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Create clear, actionable project plans.
Formalize domain as a category.
Manifest LeanOS artifact schemas.
Declarative data orchestration.
Extract domain objects from requirements.
Trace spec to code with 100% coverage.
Design domain models with parse-once APIs.
Streamline JSON & YAML with jq and yq.
AI-assisted design for measurable learning outcomes.
Create measurable learning objectives.
Securely manage and rotate pipeline secrets.
Create traceable evidence for pillar research.