{"uid":"cap_FX5mQQRyMTk0xKR55RYXr","slug":"endpoint-telemetry-record-quality-audit-string-normalisation-exact-26b38e1b","name":"Endpoint Telemetry Record Quality Audit, String Normalisation & Exact Row Deduplication","description":"Endpoint telemetry — Record quality audit + String normalisation + Exact row deduplication: Record quality audit + String normalisation + Exact row deduplication for supplied endpoint telemetry records (agent_count, reporting_agents). 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-15-191?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_Lk_uUyM_ff7R3L5ODjanS","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 quality, normalises strings, and deduplicates exact rows in endpoint telemetry records containing agent_count and reporting_agents fields — up to 200 rows, three reports per call.","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and exact row deduplication on this batch of endpoint telemetry rows? I have 4 rows: row-1 on 2026-10-01 group-a agent_count 10 reporting_agents 1, row-2 on 2026-10-02 group-b agent_count 20 reporting_agents 2, row-3 on 2026-10-03 group-a agent_count 15 reporting_agents 3, and row-4 on 2026-10-04 group-b agent_count 30 reporting_agents 4.","exampleUseCases":[{"title":"Pre-pipeline telemetry data clean-up","prompt":"Before I feed this endpoint telemetry dataset into my analytics pipeline, can you run quality audit, string normalisation, and exact duplicate checks on these 50 rows? Each row has a row_id, date, control_group, agent_count, and reporting_agents."},{"title":"Deduplicating repeated agent reporting rows","prompt":"I think some of my reporting agents are submitting duplicate telemetry rows. Can you run an exact row deduplication report on these 120 telemetry records so I can see which rows are identical?"},{"title":"Validating agent count data across control groups","prompt":"I need to check the data quality of my control group telemetry — specifically the agent_count and reporting_agents columns. Can you audit these 80 rows for quality issues and also normalise any inconsistent string fields?"}],"resultDescription":"Returns three independent analytical reports per call: (1) a record quality audit highlighting malformed, missing, or out-of-range values; (2) a string normalisation report standardising text fields like control_group; and (3) an exact row deduplication report identifying and removing fully identical rows. All processing is done locally with no external lookups or live data access, covering up to 200 input rows.","failureModes":["Exceeds 200 row limit — request rejected with validation error","Row missing required fields (row_id, control_group, date, agent_count, reporting_agents) — row-level validation failure","date field not matching YYYY-MM-DD pattern — schema validation error","agent_count or reporting_agents outside allowed numeric range — field-level error","Empty rows array submitted — minItems validation failure"],"whenToPreferThis":"Choose this endpoint when you need three standard data-quality operations (quality audit, string normalisation, and exact deduplication) applied together to endpoint telemetry records in a single low-cost call. It is ideal for pre-processing telemetry datasets of up to 200 rows before downstream analysis, especially when agent_count and reporting_agents are key fields. It is not suitable when you need live lookups, predictive analytics, or professional data assessment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T18:46:45.162Z","isFirstParty":false,"canonicalSlug":"endpoint-telemetry-record-quality-audit-string-normalisation-exact-26b38e1b"}