Paste any OpenChainGraph artifact JSON and get a structured, regulator-framed prompt ready for any external LLM. Encodes the right regulatory citations, audience conventions, and stochastic-output framing rules per mandate_type. The execution hash chains through to the generated prompt — every LLM narrative stays traceable to a reproducible computation.
This tool is powered by a versioned, machine-readable registry (data/ap2-templates.json) — one entry per mandate_type encoding regulatory citations, audience-correct output formats, stochastic-framing rules, and escalation conditions. The registry is separately licensable IP.