Spec Generator (Pact-lang Inspired)

Converts natural language requirements or PRDs into structured YAML specifications that are machine-readable and AI-optimized.

The Pipeline

/prd (human intent) → /spec (AI-native YAML) → /ralph (executable prd.json)

This skill is the middle layer that adds:

• Effects declarations (what systems are touched)
• Structured outputs (all possible responses)
• Constraints (validation rules)
• Totality requirements (exhaustive error handling)
• Latency budgets (performance SLOs)