{"uid":"cap_4N3EdtJ6OiQA40RIEon6z","slug":"release-readiness-data-quality-suite-quality-audit-deduplication-f1612620","name":"Release Readiness Data Quality Suite — Quality Audit + Deduplication + Category Frequencies","description":"Release readiness — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies for supplied release readiness records (checks_passed, checks_total). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-software-12-212?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","component","date","checks_passed","checks_total"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"component":{"type":"string","default":"","maxLength":80},"checks_total":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"checks_passed":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","component":"group-a","checks_total":1,"checks_passed":10},{"date":"2026-10-02","row_id":"row-2","component":"group-b","checks_total":2,"checks_passed":20},{"date":"2026-10-03","row_id":"row-3","component":"group-a","checks_total":3,"checks_passed":15},{"date":"2026-10-04","row_id":"row-4","component":"group-b","checks_total":4,"checks_passed":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_vtX2lCkUsuohoiiFeoUzT","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 three analytical reports on release readiness check data: a record quality audit, exact row deduplication, and category frequency counts for up to 200 rows.","exampleAgentPrompt":"Can you audit my release readiness records for quality issues, remove any exact duplicate rows, and give me a frequency breakdown by component? Here are my rows: component 'auth-service' on 2024-01-15 passed 47 of 50 checks, component 'payment-gateway' on 2024-01-15 passed 38 of 40 checks, and component 'auth-service' on 2024-01-16 passed 50 of 50 checks.","exampleUseCases":[{"title":"Pre-release data hygiene check","prompt":"Before we cut the v3.2 release, can you run a quality audit, deduplicate, and get component frequency counts on these 80 release readiness rows — fields are component name, date, checks_passed, and checks_total?"},{"title":"QA pipeline duplicate detection","prompt":"I've got a batch of 150 release check records from our CI pipeline and I suspect there are duplicate entries — can you find the exact duplicate rows and also give me a quality audit and a breakdown of how often each component shows up?"},{"title":"Release dashboard data validation","prompt":"Can you validate these release readiness records for missing or bad values, remove duplicates, and tell me how many records exist per component category? I have about 60 rows with checks_passed and checks_total fields per component and date."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging missing, null, or out-of-range values in the checks_passed and checks_total fields; (2) an exact row deduplication report identifying and removing identical rows; (3) a category frequency table counting occurrences of each unique component value across the dataset. All computed locally with no external lookups.","failureModes":["Submitting more than 200 rows returns a validation error","Missing required fields (row_id, component, date, checks_passed, checks_total) causes row-level rejection","Invalid date format (not YYYY-MM-DD) triggers schema validation failure","Empty rows array returns an error","Payment of 0.01 USDC not included causes HTTP 402 response"],"whenToPreferThis":"Choose this endpoint when you have up to 200 release readiness records with checks_passed/checks_total fields and need all three of: a quality audit, exact deduplication, and category frequency analysis bundled in a single $0.01 call. Prefer this over separate single-purpose endpoints when you need all three reports at once for release pipeline validation or pre-publish data hygiene.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T12:51:06.766Z","isFirstParty":false,"canonicalSlug":"release-readiness-data-quality-suite-quality-audit-deduplication-f1612620"}