{"uid":"cap_z3vMRpFja_7Aa4qPD6Esk","slug":"endpoint-telemetry-record-quality-audit-string-normalisation-0a07c1f8","name":"Endpoint Telemetry Record Quality Audit & String Normalisation","description":"Endpoint telemetry — Record quality audit + String normalisation: Record quality audit + String normalisation 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-15-001?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_kRxMaghIXPjL-MhubLbfE","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 normalises strings in endpoint telemetry rows containing agent counts and reporting agent metrics, returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"Can you run a record quality audit and string normalisation on my endpoint telemetry data? I have rows for control groups 'group-a' and 'group-b' from 2026-10-01 to 2026-10-04, with agent counts like 10, 20, 15, 30 and reporting agents 1, 2, 3, 4 — I need both the audit report and the normalised strings back.","exampleUseCases":[{"title":"Telemetry batch data quality check","prompt":"I've got 50 rows of endpoint telemetry data with agent_count and reporting_agents fields collected from 2026-09-01 to 2026-10-20 across control groups 'alpha', 'beta', and 'gamma' — can you run a quality audit and string normalisation on all of them and flag any bad records?"},{"title":"Control group label normalisation","prompt":"My telemetry dataset has messy control_group labels like 'Group A', 'group-a', and 'GROUP_A' mixed across 80 rows dating from 2026-08-01 — please run the string normalisation and quality audit so I can see what needs cleaning."},{"title":"Agent count completeness validation","prompt":"Can you audit these 120 endpoint telemetry rows for completeness? Some rows are missing agent_count or have null reporting_agents values, and I need a quality report plus normalised strings for the control group field before I load this into our dashboard."}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit identifying issues such as missing values, out-of-range numbers, or malformed dates in the telemetry rows, and (2) a string normalisation report showing standardised versions of string fields like control_group. Covers up to 200 input rows per call with no external lookups or predictions.","failureModes":["Empty rows array or missing required fields (row_id, control_group, date, agent_count, reporting_agents) causes validation error","More than 200 rows submitted exceeds the maxItems limit and will be rejected","Dates not matching YYYY-MM-DD pattern will fail schema validation","row_id exceeding 80 characters or being empty string will fail validation","Payment not included or insufficient USDC balance results in 402 Payment Required response"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and string normalisation in a single call for endpoint telemetry data specifically containing agent_count and reporting_agents fields. It is best suited for batches of up to 200 rows where you want local analytical processing without any external API calls, live lookups, or prediction — making it deterministic and reproducible. Prefer it over general-purpose data cleaning tools when your dataset maps directly to the expected telemetry schema.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-31T00:43:38.965Z","isFirstParty":false,"canonicalSlug":"endpoint-telemetry-record-quality-audit-string-normalisation-0a07c1f8"}