# Spec-First Skill Audit Rubric

Spec-first workflows should preserve these boundaries:

- scripts execute deterministic work
- LLMs make semantic decisions
- source-of-truth stays separate from generated runtime
- governance remains a single truth source
- reports provide evidence, not hidden gates

Prefer small deterministic facts over state-machine orchestration.
