{"uid":"cap_NPbFrA2klRij8C6i791I6","slug":"configuration-drift-audit-record-quality-deduplication-grouped-faf3d9da","name":"Configuration Drift Audit: Record Quality + Deduplication + Grouped Numeric Summary","description":"Configuration drift — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied configuration drift records (checked_settings, drifted_settings). 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-security-22-211?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","control_group","date","checked_settings","drifted_settings"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"control_group":{"type":"string","default":"","maxLength":80},"checked_settings":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"drifted_settings":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","control_group":"group-a","checked_settings":10,"drifted_settings":1},{"date":"2026-10-02","row_id":"row-2","control_group":"group-b","checked_settings":20,"drifted_settings":2},{"date":"2026-10-03","row_id":"row-3","control_group":"group-a","checked_settings":15,"drifted_settings":3},{"date":"2026-10-04","row_id":"row-4","control_group":"group-b","checked_settings":30,"drifted_settings":4}],"maxItems":200,"minItems":1},"field":{"enum":["checked_settings","drifted_settings"],"type":"string","default":"checked_settings"}}},"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_AYi-X2QtZsAVuhqK-nRC1","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 on configuration drift data — record quality audit, exact row deduplication, and grouped numeric summary — for up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit, exact deduplication check, and grouped numeric summary on my configuration drift data? I have rows with fields row_id, control_group, date, checked_settings, and drifted_settings — here are up to 200 rows, and I want the summary grouped on checked_settings.","exampleUseCases":[{"title":"Configuration drift data quality check","prompt":"I have a batch of configuration audit records with checked_settings and drifted_settings values across two control groups. Can you audit them for data quality issues, remove exact duplicate rows, and give me a grouped numeric summary of checked_settings by control group?"},{"title":"Deduplicating compliance config records","prompt":"Before I file our compliance report, can you deduplicate these configuration drift records and also run a quality audit so I can see which rows have missing or malformed data? There are about 150 rows with row_id, date, control_group, checked_settings, and drifted_settings."},{"title":"Summarizing drifted settings by control group","prompt":"I want to understand how our drifted_settings values break down across control groups — can you run a grouped numeric summary on the drifted_settings field for these configuration drift records, plus flag any data quality or duplication issues in the same batch?"}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging null, malformed, or incomplete rows; (2) an exact row deduplication report identifying and removing duplicate records; and (3) a grouped numeric summary (e.g. counts, totals, averages) of the selected field (checked_settings or drifted_settings) broken down by control_group. All computed locally from supplied data with no external lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected","Missing required fields (row_id, date, control_group, checked_settings, drifted_settings) will cause validation errors","Invalid date format (must be YYYY-MM-DD) will fail schema validation","Numeric values outside the allowed range (-1e12 to 1e12) will be rejected","Empty rows array will return an error","Invalid field selector (must be 'checked_settings' or 'drifted_settings') will fail"],"whenToPreferThis":"Choose this endpoint when you need three simultaneous data quality analyses on configuration drift records without any external data lookups or live system calls. It is ideal for batch pre-processing of configuration audit data before reporting or compliance workflows, particularly when you need deduplication, quality auditing, and grouped statistics in one low-cost call ($0.01 USDC for all three reports on up to 200 rows).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-31T00:44:03.146Z","isFirstParty":false,"canonicalSlug":"configuration-drift-audit-record-quality-deduplication-grouped-faf3d9da"}