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“Use “validate”: Validate structured data against a Blueprint's rules BEFORE the result is used. Returns PASS, FAIL, or REVIEW with plain-language findin.”

“Use “validate_repair”: Validate structured data against a Blueprint and, when it fails, include repair suggestions (corrected values with the rule each fix is.”

“Use “create_blueprint”: Create a Blueprint - the governance contract validation runs against. A Blueprint defines what correct means for your data: fields, the.”

“Use “list_blueprints”: List the Blueprints on this account with field/rule/constraint counts and mode. Use the returned workflow_name as 'blueprint' in validat.”

validate — Validate structured data against a Blueprint's rules BEFORE the result is used. Returns PASS, FAIL, or REVIEW with plain-language findin

validate_repair — Validate structured data against a Blueprint and, when it fails, include repair suggestions (corrected values with the rule each fix is

create_blueprint — Create a Blueprint - the governance contract validation runs against. A Blueprint defines what correct means for your data: fields, the

list_blueprints — List the Blueprints on this account with field/rule/constraint counts and mode. Use the returned workflow_name as 'blueprint' in validat

repair — One-shot repair: return corrected values that would make failing data valid under the Blueprint. Use repair_path to see the steps instea

check_blueprint_health — Static pre-deploy analysis of a Blueprint's rule set. Returns a health verdict - healthy, acceptable, fragile, rigid, split, brittle_isl

compare_semantic_equivalence — Compare two payloads under the dual-hash design: content_hash is invariant to field order and numeric formatting (5 vs '5.00'); sema

govern_inference — Quality-govern an in-progress AI generation step BEFORE its output is used (complements validate, which checks finished documents). Retu