{"uid":"cap_5qkQmhI0N4Lih5JIgu2Or","slug":"onboarding-progress-record-quality-audit-exact-row-deduplication-f4114412","name":"Onboarding Progress — Record Quality Audit, Exact Row Deduplication & Duplicate Key Report","description":"Onboarding progress — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied onboarding progress records (completed_steps, required_steps). 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-operations-08-209?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","team_group","date","completed_steps","required_steps"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"team_group":{"type":"string","default":"","maxLength":80},"required_steps":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_steps":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","team_group":"group-a","required_steps":1,"completed_steps":10},{"date":"2026-10-02","row_id":"row-2","team_group":"group-b","required_steps":2,"completed_steps":20},{"date":"2026-10-03","row_id":"row-3","team_group":"group-a","required_steps":3,"completed_steps":15},{"date":"2026-10-04","row_id":"row-4","team_group":"group-b","required_steps":4,"completed_steps":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_Lz87YM_TI7t1fpk5nGQcF","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 independent analytical reports on onboarding progress data: a record quality audit, exact row deduplication, and a duplicate key report — all locally, with no external lookups.","exampleAgentPrompt":"Can you run a quality audit, exact row deduplication, and duplicate key report on my onboarding progress records? Here are up to 200 rows with fields: row_id, team_group, date, completed_steps, and required_steps.","exampleUseCases":[{"title":"Pre-analysis onboarding data cleanup","prompt":"Before I run any analysis, can you audit these 150 onboarding progress records for quality issues, find any exact duplicate rows, and flag any duplicate row IDs? The records have team_group, date, completed_steps, and required_steps fields."},{"title":"Team onboarding completion integrity check","prompt":"I have onboarding tracking data for multiple team groups — can you check it for data quality problems, deduplicate any identical rows, and give me a report on any duplicate keys? I want to make sure the completed_steps and required_steps values are clean before reporting."},{"title":"HR onboarding dashboard data validation","prompt":"We're building a dashboard from our onboarding progress exports and need to validate the source data first — please run all three reports: record quality audit, exact row deduplication, and duplicate key detection, on this batch of up to 200 rows covering team groups and step completion data."}],"resultDescription":"Three independent reports: (1) a record quality audit flagging data issues in completed_steps and required_steps fields, (2) an exact row deduplication report listing identical rows, and (3) a duplicate key report identifying rows sharing the same key identifiers — all computed locally with no external calls.","failureModes":["Exceeds 200-row limit — request will be rejected or truncated","Missing required fields (row_id, team_group, date, completed_steps, required_steps) cause validation errors","Malformed date strings not matching YYYY-MM-DD pattern cause input rejection","Empty rows array returns an error (minItems: 1)","Non-numeric or out-of-range completed_steps/required_steps values may cause audit errors"],"whenToPreferThis":"Choose this endpoint when you need to validate, deduplicate, and audit onboarding progress data (completed_steps, required_steps) in a single cost-efficient call. It is best when you have up to 200 rows and want all three reports — quality audit, exact deduplication, and duplicate key detection — without any external data lookups or predictions. It is not suitable for live lookups, forecasting, or datasets exceeding 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-05T00:40:49.016Z","isFirstParty":false,"canonicalSlug":"onboarding-progress-record-quality-audit-exact-row-deduplication-f4114412"}