{"uid":"cap_VfmVXDPopTOAKRpfd5YqF","slug":"simulation-caches-record-quality-audit-trailing-mean-series-4ec1f5d3","name":"Simulation Caches — Record Quality Audit + Trailing Mean Series","description":"Simulation caches — Record quality audit + Trailing mean series: Record quality audit + Trailing mean series for supplied simulation caches records (cache_gb, simulation_seconds). 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-creative-08-010?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","cache_gb","simulation_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"cache_gb":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"asset_group":{"type":"string","default":"","maxLength":80},"simulation_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","cache_gb":10,"asset_group":"group-a","simulation_seconds":1},{"date":"2026-10-02","row_id":"row-2","cache_gb":20,"asset_group":"group-b","simulation_seconds":2},{"date":"2026-10-03","row_id":"row-3","cache_gb":15,"asset_group":"group-a","simulation_seconds":3},{"date":"2026-10-04","row_id":"row-4","cache_gb":30,"asset_group":"group-b","simulation_seconds":4}],"maxItems":200,"minItems":1},"field":{"enum":["cache_gb","simulation_seconds"],"type":"string","default":"cache_gb"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_QuaHssPDCK0-fsFvCG3Su","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 two local analytical reports on simulation cache data: a record quality audit and a trailing mean time series, for up to 200 rows of cache_gb and simulation_seconds fields.","exampleAgentPrompt":"Run a record quality audit and a trailing mean series with a window of 3 on my simulation cache data — the field I care about is cache_gb — here are my rows: [{\"row_id\":\"row-1\",\"asset_group\":\"group-a\",\"date\":\"2026-10-01\",\"cache_gb\":10,\"simulation_seconds\":1},{\"row_id\":\"row-2\",\"asset_group\":\"group-b\",\"date\":\"2026-10-02\",\"cache_gb\":20,\"simulation_seconds\":2}].","exampleUseCases":[{"title":"Cache size quality check before pipeline","prompt":"Before I run my next pipeline, can you audit the record quality of these simulation cache entries and flag any missing or suspect cache_gb values? Here are 50 rows with row IDs, asset groups, dates, cache_gb, and simulation_seconds."},{"title":"Rolling average for simulation workload monitoring","prompt":"Compute a trailing mean series with a window of 5 for simulation_seconds across these 120 simulation cache records — I want to see how average simulation duration is trending over time."},{"title":"Combined audit and smoothing for cache reporting","prompt":"I need both a data quality audit and a 7-day trailing mean of cache_gb for my simulation cache dataset — here are 200 rows covering multiple asset groups and dates from October 2026."}],"resultDescription":"Returns two analytical reports: (1) a record quality audit flagging completeness, null rates, and anomalies across the supplied rows, and (2) a trailing mean series for the selected numeric field (cache_gb or simulation_seconds) computed with the specified window size — all derived locally from the supplied data with no external lookups.","failureModes":["Fewer than 1 row or more than 200 rows supplied — schema validation error","Window size larger than the number of supplied rows — trailing mean may be empty or error","Invalid date format (not YYYY-MM-DD) in row data — validation rejection","Missing required fields (row_id, asset_group, date) in any row — schema rejection","Numeric fields outside allowed range — validation error","Payment not completed via x402 — request blocked"],"whenToPreferThis":"Choose this endpoint when you have up to 200 rows of simulation cache data (cache_gb, simulation_seconds) and need both a data quality audit and a trailing moving average series in a single low-cost call ($0.01 USDC). Ideal for lightweight, local analytical batch jobs on simulation workload data where no live data, external predictions, or professional assessments are needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T18:57:36.062Z","isFirstParty":false,"canonicalSlug":"simulation-caches-record-quality-audit-trailing-mean-series-4ec1f5d3"}