{"uid":"cap_CcGjuJXf18-dSrDWl_64x","slug":"endpoint-telemetry-record-quality-audit-exact-row-deduplication-4cda8f16","name":"Endpoint Telemetry — Record Quality Audit + Exact Row Deduplication","description":"Endpoint telemetry — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication for supplied endpoint telemetry records (agent_count, reporting_agents). 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-security-15-002?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","control_group","date","agent_count","reporting_agents"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"agent_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"control_group":{"type":"string","default":"","maxLength":80},"reporting_agents":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","agent_count":10,"control_group":"group-a","reporting_agents":1},{"date":"2026-10-02","row_id":"row-2","agent_count":20,"control_group":"group-b","reporting_agents":2},{"date":"2026-10-03","row_id":"row-3","agent_count":15,"control_group":"group-a","reporting_agents":3},{"date":"2026-10-04","row_id":"row-4","agent_count":30,"control_group":"group-b","reporting_agents":4}],"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_aanBBtks9DuYIpMx6xS8j","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":"Audits data quality and deduplicates rows in endpoint telemetry records containing agent_count and reporting_agents fields, returning two independent analytical reports.","exampleAgentPrompt":"Can you run a record quality audit and exact row deduplication on my endpoint telemetry data? I have rows with fields like row_id, control_group, date, agent_count, and reporting_agents — here are up to 200 rows I want checked for quality issues and duplicate entries.","exampleUseCases":[{"title":"Telemetry pipeline data integrity check","prompt":"I've collected endpoint telemetry for the past week across two control groups — group-alpha and group-beta — with agent_count and reporting_agents values. Can you audit the data quality and find any exact duplicate rows across these 150 records?"},{"title":"Agent fleet reporting deduplication","prompt":"My agent fleet reporting pipeline may have logged duplicate entries. Here are 80 rows of telemetry with row IDs, dates, agent counts, and reporting agent counts — please deduplicate them exactly and flag any quality issues."},{"title":"Multi-group telemetry quality validation","prompt":"Before I process this month's telemetry data, I need both a quality audit and a deduplication pass on these 200 rows covering control groups A and B with their agent_count and reporting_agents figures. Can you give me the two reports?"}],"resultDescription":"Two independent analytical reports: (1) a record quality audit identifying issues such as missing values, out-of-range numbers, or malformed fields in the telemetry rows; (2) an exact row deduplication report identifying and removing duplicate records. Both reports are generated from the supplied data using local analytical engines with no external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Rows missing required fields (row_id, control_group, date, agent_count, reporting_agents) cause schema validation failure","Invalid date format (not YYYY-MM-DD) triggers pattern validation error","row_id exceeding 80 characters or being empty causes rejection","Payment not processed results in 402 response","Submitting an empty rows array fails minItems validation"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and exact deduplication in a single call on endpoint telemetry data (up to 200 rows) containing agent_count and reporting_agents fields. It is cost-effective at $0.01 USDC for both reports together. Prefer it over generic data tools when your data specifically follows the telemetry schema with control_group and row_id identifiers.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:51:52.192Z","isFirstParty":false,"canonicalSlug":"endpoint-telemetry-record-quality-audit-exact-row-deduplication-4cda8f16"}