Deterministic data-quality metrics over a supplied risk-data extract, keyed to the measurable RDARR prerequisites — completeness, referential integrity, timeliness, reconciliation coverage, and manual-adjustment ratio — each scored against a policy-supplied threshold and labelled by its ECB Guide (3 May 2024) prerequisite area. Feeds the rdarr-attestation-cycle chain alongside art-480 RDARR Aggregation Recompute. Final step of the RDARR Management-Body Attestation Cycle, released under a §27 dual_control(2) gate: two distinct approver identities, one of them bound to a management-body role.
| Metric | ECB Prerequisite Area | Value | Threshold | Status |
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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 `rdarr_quality_scorecard`. Task: Deterministic data-quality metrics over a SUPPLIED risk-data extract, keyed to the measurable RDARR prerequisites: completeness of mandatory attributes, referential integrity across the declared hierarchy, timeliness against a declared cut-off, reconciliation coverage, and manual-adjustment ratio.
Call it with arguments: {"policy_parameters":{"guide_version":"ECB Guide on effective risk data aggregation and risk reporting, 3 May 2024","cutoff_date":"2026-06-30","mandatory_attributes":["exposure_class","currency"],"hierarchy_node_ids":["RETAIL","CORP"],"thresholds":{"completeness_pct":98,"referential_integrity_pct":100,"timeliness_pct":95,"reconciliation_coverage_pct":90,"manual_adjustment_ratio_pct":5},"extract":[{"record_id":"R1","node_id":"RETAIL","as_of_date":"2026-06-30","reconciled":true,"manual_adjustment":false,"attributes":{"exposure_class":"retail","currency":"USD"}},{"record_id":"R2","node_id":"CORP","as_of_date":"2026-07-01","reconciled":true,"manual_adjustment":false,"attributes":{"exposure_class":"corp","currency":"EUR"}},{"record_id":"R3","node_id":"XXX","as_of_date":"2026-06-29","reconciled":false,"manual_adjustment":true,"attributes":{"exposure_class":"corp"}},{"record_id":"R4","node_id":"RETAIL","as_of_date":"2026-06-30","reconciled":true,"manual_adjustment":false,"attributes":{"exposure_class":"retail","currency":"USD"}}]}}
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/art-481-rdarr-quality-scorecard.html#p=v1.H4sIAAAAAAAA_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_6AwAA