{"uid":"cap_Ddtf9kFCUgfCx_54lr3RY","slug":"simulation-caches-record-quality-audit-string-normalisation-trailing-b4beea57","name":"Simulation Caches — Record Quality Audit + String Normalisation + Trailing Mean Series","description":"Simulation caches — Record quality audit + String normalisation + Trailing mean series: Record quality audit + String normalisation + Trailing mean series for supplied simulation caches records (cache_gb, simulation_seconds). 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-creative-08-199?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_dcrCe_mlyX4xwXHHAtwuC","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 simulation cache data: record quality audit, string normalisation, and trailing mean series computation (up to 200 rows).","exampleAgentPrompt":"Can you run a record quality audit, string normalisation, and trailing mean series (window of 3) on my simulation cache records for cache_gb — I've got 4 rows: row-1 on 2026-10-01 with cache_gb=10 and simulation_seconds=1 in group-a, row-2 on 2026-10-02 with cache_gb=20 and simulation_seconds=2 in group-b, row-3 on 2026-10-03 with cache_gb=15 and simulation_seconds=3 in group-a, row-4 on 2026-10-04 with cache_gb=30 and simulation_seconds=4 in group-b?","exampleUseCases":[{"title":"Cache data quality check before pipeline","prompt":"I have 50 rows of simulation cache logs with columns row_id, asset_group, date, cache_gb, and simulation_seconds — can you audit their record quality, normalise the asset_group strings, and compute a trailing mean for cache_gb with a window of 5?"},{"title":"Rolling average for simulation performance review","prompt":"Please compute a trailing mean series with a window of 4 for simulation_seconds across these 20 simulation cache records I'm sending, and include a record quality audit and string normalisation report while you're at it."},{"title":"Pre-analysis cleanup of simulation cache dataset","prompt":"Before I run my analysis, can you check these 100 simulation cache rows for data quality issues, normalise the string fields, and calculate a rolling mean of cache_gb using a window of 10 so I can spot trends?"}],"resultDescription":"Three structured reports: (1) a record quality audit flagging issues such as missing values, invalid formats, or out-of-range entries; (2) a string normalisation report showing cleaned and standardised asset_group values; (3) a trailing mean series for the chosen field (cache_gb or simulation_seconds) computed over the specified sliding window — all derived locally from the supplied rows with no external lookups.","failureModes":["Fewer than 1 or more than 200 rows submitted — request rejected","Window size larger than the number of rows — trailing mean may return insufficient data","Invalid date format (not YYYY-MM-DD) — row rejected or flagged","Missing required fields (row_id, asset_group, date, cache_gb, simulation_seconds) — validation error","Numeric values outside allowed range — may be flagged or rejected","Payment of 0.01 USDC not provided — request blocked"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical operations — record quality audit, string normalisation, and trailing mean series — on simulation cache data (cache_gb, simulation_seconds) in a single $0.01 call. It is ideal when you want purely local, offline computation with no external API calls, predictions, or live lookups, and when your dataset is 200 rows or fewer. Prefer it over separate data quality tools when working specifically with simulation cache schemas.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T00:48:51.078Z","isFirstParty":false,"canonicalSlug":"simulation-caches-record-quality-audit-string-normalisation-trailing-b4beea57"}