ring:regulatory-templates-gate1

Map regulatory template placeholders by identifying field targets and assigning data-source prefixes with mandatory snake_case naming conventions. Batch-approve high-confidence mappings while collecting uncertain entries for interactive validation.

Dictionary-backed validation uses a pre-defined mapping dictionary to verify field names and data-source prefixes during regulatory template analysis. When dictionaries are missing, automatic MCP discovery locates the required validation references.

Generate a reusable dictionary by mapping template placeholders to data sources and auto-saving the approved mappings. This persisted dictionary ensures Gate 2 readiness for ongoing compliance submissions.

Batch-approve regulatory field mappings by separating HIGH and MEDIUM confidence entries from uncertain ones. The workflow requires an overall confidence threshold of at least 80% before proceeding to the next gate.

Use MCP discovery for regulatory template mapping when a pre-defined dictionary is missing for a new template specification. The system automatically searches for and identifies the required dictionary references to continue validation.

Compliance field mapping requires explicit snake_case field names and mandatory data-source prefixes. These naming conventions ensure consistent dictionary generation and automated validation across regulatory templates.