{"uid":"cap_kDniptMag7EJkrrBfOy8M","slug":"training-compliance-record-quality-audit-adjacent-row-changes-e2db8826","name":"Training Compliance Record Quality Audit + Adjacent Row Changes","description":"Training compliance — Record quality audit + Adjacent row changes: Record quality audit + Adjacent row changes for supplied training compliance records (completed_courses, assigned_courses). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-operations-10-011?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","team_group","date","completed_courses","assigned_courses"],"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},"assigned_courses":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_courses":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","team_group":"group-a","assigned_courses":1,"completed_courses":10},{"date":"2026-10-02","row_id":"row-2","team_group":"group-b","assigned_courses":2,"completed_courses":20},{"date":"2026-10-03","row_id":"row-3","team_group":"group-a","assigned_courses":3,"completed_courses":15},{"date":"2026-10-04","row_id":"row-4","team_group":"group-b","assigned_courses":4,"completed_courses":30}],"maxItems":200,"minItems":1},"field":{"enum":["completed_courses","assigned_courses"],"type":"string","default":"completed_courses"}}},"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_RiilsDpypcAvhti6QydxN","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 two local analytical reports on training compliance data: a record quality audit and adjacent row change detection, for up to 200 rows of completed_courses or assigned_courses data.","exampleAgentPrompt":"Can you run a record quality audit and adjacent row change report on our training compliance data for team Alpha — I have 50 rows with completed_courses and assigned_courses by date, and I want to check the completed_courses field for quality issues and row-to-row changes?","exampleUseCases":[{"title":"Monthly compliance data quality check","prompt":"We just pulled our monthly training compliance export — 120 rows with team groups, dates, completed_courses, and assigned_courses. Can you run a record quality audit and adjacent row changes report on the completed_courses field so we can catch any bad entries before we send the report to leadership?"},{"title":"Spot anomalies in assigned course counts","prompt":"Something looks off in our assigned_courses numbers across teams. Can you audit these 80 training compliance rows for data quality issues and flag any big jumps between adjacent rows in the assigned_courses field?"},{"title":"Pre-dashboard data validation for L&D team","prompt":"Before we push this training data to the dashboard, can you run both the record quality audit and the adjacent row change detection on these 150 rows of completed_courses and assigned_courses data — we want to make sure there are no nulls, outliers, or suspicious consecutive changes?"}],"resultDescription":"Two independent analytical reports: (1) a record quality audit identifying issues such as nulls, out-of-range values, and formatting problems across the supplied rows; (2) an adjacent row changes report highlighting differences between consecutive rows for the selected field (completed_courses or assigned_courses). Both reports are computed locally with no external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) causes rejection","Invalid date format (not YYYY-MM-DD) fails schema validation","Numeric values outside ±1,000,000,000,000 are rejected","Empty rows array is not accepted (minItems: 1)","Invalid field enum value (not completed_courses or assigned_courses) causes error"],"whenToPreferThis":"Choose this endpoint when you need fast, offline-style analytical QA on training compliance tabular data — specifically to detect data quality issues and row-to-row changes in course completion or assignment counts. Ideal for pre-reporting validation, data hygiene checks, and spotting anomalies before loading into dashboards. Best when you want two reports (quality audit + adjacent changes) in a single low-cost call without needing live lookups or ML-based predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:34:04.359Z","isFirstParty":false,"canonicalSlug":"training-compliance-record-quality-audit-adjacent-row-changes-e2db8826"}