{"uid":"cap_leFiZ1NOBHuv9_HtEXdEO","slug":"data-validation-results-record-quality-audit-84a93766","name":"Data Validation Results – Record Quality Audit","description":"Data validation results - Record quality audit: Record quality audit for Data validation results. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded record quality audit report.","url":"https://market.datapackvibe.com/x402/assistant-ar-analytics-validation-results-quality?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","rule","date","checked_records","failed_records"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"rule":{"type":"string","default":"","maxLength":80},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"failed_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"checked_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","rule":"group-a","row_id":"row-1","failed_records":1,"checked_records":10},{"date":"2026-10-02","rule":"group-b","row_id":"row-2","failed_records":2,"checked_records":20},{"date":"2026-10-03","rule":"group-a","row_id":"row-3","failed_records":3,"checked_records":15},{"date":"2026-10-04","rule":"group-b","row_id":"row-4","failed_records":4,"checked_records":30}],"maxItems":200,"minItems":1}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_HyFzJmNENzhlmyvrMP5U4","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Runs a local descriptive quality audit on up to 200 data validation records, reporting failure rates and quality metrics per rule and date.","exampleAgentPrompt":"Can you run a record quality audit on these validation results — I have 4 rows with rule groups 'group-a' and 'group-b' checked from 2026-10-01 to 2026-10-04, with checked and failed record counts for each? I want a descriptive quality report showing failure rates per rule.","exampleUseCases":[{"title":"Daily pipeline validation audit","prompt":"I ran our nightly data pipeline yesterday and have validation results for 50 rules across dates from 2025-07-01 to 2025-07-07 — each row has a rule name, how many records were checked, and how many failed. Can you audit the record quality and tell me which rules are performing worst?"},{"title":"Comparing two rule groups","prompt":"I have validation data for two rule groups, 'schema-check' and 'range-check', across the past 10 days with checked and failed record counts per day. Can you produce a quality audit report showing failure rates for each group so I can compare them?"},{"title":"Spot-check after data migration","prompt":"We just migrated data to a new system and ran 30 validation rules. I have records for each rule showing how many rows were checked and how many failed on 2025-06-15. Can you audit the record quality and flag any rules with unusually high failure rates?"}],"resultDescription":"A bounded record quality audit report with descriptive analytics covering failure rates, pass/fail counts, and quality summaries broken down by rule and date — no enrichment or forecasting included.","failureModes":["Empty rows array or missing required fields (row_id, rule, date, checked_records, failed_records) cause validation errors","More than 200 rows submitted exceeds the maximum item limit","Malformed date strings not matching YYYY-MM-DD pattern are rejected","checked_records or failed_records values outside the allowed numeric range fail schema validation","Payment not fulfilled (x402 protocol) results in 402 response and no report"],"whenToPreferThis":"Choose this endpoint when you need a fast, inexpensive ($0.01 USDC) local descriptive quality audit on a batch of up to 200 validation records without requiring external enrichment, forecasting, or data egress. Ideal for pipeline monitoring, post-migration checks, or routine data quality reporting where you already have checked/failed record counts per rule and date.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T00:52:34.164Z","isFirstParty":false,"canonicalSlug":"data-validation-results-record-quality-audit-84a93766"}