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.
Copy this paragraph into Claude, OpenClaw, or any MCP-aware agent to run this exact tool, with this sample, and verify the artifact.
Run the AINumbers MCP tool `compose_ap2_prompt`. Task: Transform a OpenChainGraph artifact JSON into a structured, regulator-framed prompt for an external LLM.
Call it with arguments: {"policy_parameters":{"artifact_json":null,"task":"plain_english_summary","audience":"board","tone":"formal","include_citations":true}}
Verify before trusting: call `verify_execution_hash` on mcp.ainumbers.co (https://mcp.ainumbers.co/mcp) with the parameter `claimed_hash` set to the returned `execution_hash`, passing the full artifact the run returned (the object containing `policy_parameters` + `output_payload` + `execution_hash`; equivalently `policy_parameters` + `output_payload` with `claimed_hash`), not the bare hash string.
Return the ledger link https://ledger.ainumbers.co/ so a human can re-verify without contacting us.
PII rule: All inputs are processed locally in your browser. No data is transmitted. Do not enter real personal data — use synthetic or anonymised inputs only.
Open the tool with the sample prefilled: https://ainumbers.co/chaingraph/ptg-01-ap2-prompt-template-generator.html#p=v1.H4sIAAAAAAAA_wFxAI7_eyJhcnRpZmFjdF9qc29uIjpudWxsLCJ0YXNrIjoicGxhaW5fZW5nbGlzaF9zdW1tYXJ5IiwiYXVkaWVuY2UiOiJib2FyZCIsInRvbmUiOiJmb3JtYWwiLCJpbmNsdWRlX2NpdGF0aW9ucyI6dHJ1ZX2Hv9zgcQAAAA