{"uid":"cap_SPBY3vVKw_JjXg2E2QMVf","slug":"knowledge-base-maintenance-analytics-record-quality-audit-string-757f0d94","name":"Knowledge Base Maintenance Analytics — Record Quality Audit + String Normalisation + Daily Sum Series","description":"Knowledge base maintenance — Record quality audit + String normalisation + Daily sum series: Record quality audit + String normalisation + Daily sum series for supplied knowledge base maintenance records (updated_articles, due_articles). 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-writing-16-198?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","document_group","date","updated_articles","due_articles"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"due_articles":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"document_group":{"type":"string","default":"","maxLength":80},"updated_articles":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","due_articles":1,"document_group":"group-a","updated_articles":10},{"date":"2026-10-02","row_id":"row-2","due_articles":2,"document_group":"group-b","updated_articles":20},{"date":"2026-10-03","row_id":"row-3","due_articles":3,"document_group":"group-a","updated_articles":15},{"date":"2026-10-04","row_id":"row-4","due_articles":4,"document_group":"group-b","updated_articles":30}],"maxItems":200,"minItems":1},"field":{"enum":["updated_articles","due_articles"],"type":"string","default":"updated_articles"}}},"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_4SSVECtfkjSXe8AVWCxI8","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 local analytical reports (record quality audit, string normalisation, and daily sum series) on up to 200 rows of knowledge base maintenance data (updated_articles, due_articles) for $0.01 USDC.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and daily sum series on these knowledge base maintenance records? I have up to 50 rows with fields like row_id, document_group, date, updated_articles, and due_articles — use 'updated_articles' as the target field.","exampleUseCases":[{"title":"KB article update daily totals","prompt":"I have a CSV of knowledge base maintenance entries with columns row_id, document_group, date, updated_articles, and due_articles — can you aggregate the updated_articles field into a daily sum series and also audit the record quality and normalise the document_group strings? There are about 120 rows."},{"title":"Due articles data quality check","prompt":"Run a full data quality audit, string normalisation, and daily sum series on my due_articles data — I've got 80 knowledge base maintenance rows with dates, row IDs, and document groups. Use due_articles as the target numeric field."},{"title":"Document group label cleanup","prompt":"I need to clean up inconsistent document_group labels in my KB maintenance dataset and also check record quality and get daily sums for updated_articles. Here are 40 rows with row_id, document_group, date, updated_articles, and due_articles."}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging data issues in the supplied rows, (2) a string normalisation report for the document_group field, and (3) a daily sum series aggregating the selected numeric field (updated_articles or due_articles) by date — all computed locally with no external lookups.","failureModes":["Exceeding 200 rows returns an error or truncated results","Missing required fields (row_id, document_group, date) causes validation failure","Invalid date format (non-YYYY-MM-DD) triggers schema rejection","Numeric values outside ±1,000,000,000,000 are rejected","Empty rows array returns an error","Payment of 0.01 USDC not attached causes 402 response"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical passes — quality audit, string normalisation, and daily sum aggregation — on knowledge base maintenance data in a single low-cost call. It is ideal for offline/batch data hygiene workflows where no live lookup, prediction, or external action is required and the dataset fits within 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T12:50:41.020Z","isFirstParty":false,"canonicalSlug":"knowledge-base-maintenance-analytics-record-quality-audit-string-757f0d94"}