{"uid":"cap_IN-px7z3dTrFFkWZoDjUr","slug":"simulation-caches-record-quality-audit-numeric-distribution-67369660","name":"Simulation Caches — Record Quality Audit + Numeric Distribution","description":"Simulation caches — Record quality audit + Numeric distribution: Record quality audit + Numeric distribution 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-08-004?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"}}},"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_JAdrrC744RbWa3jBCb2Bp","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 a data quality audit and numeric distribution analysis on simulation cache records (cache_gb, simulation_seconds) for up to 200 rows, returning two independent analytical reports.","exampleAgentPrompt":"Can you run a record quality audit and numeric distribution report on my simulation cache data? Here are 4 rows — row-1 on 2026-10-01 with cache_gb=10 and simulation_seconds=1 for group-a, row-2 on 2026-10-02 with cache_gb=20 and simulation_seconds=2 for group-b, row-3 on 2026-10-03 with cache_gb=15 and simulation_seconds=3 for group-a, and row-4 on 2026-10-04 with cache_gb=30 and simulation_seconds=4 for group-b — and focus the distribution on cache_gb.","exampleUseCases":[{"title":"Pre-ingestion data quality check","prompt":"Before I load this batch of simulation cache records into our warehouse, can you run a quality audit on these 50 rows — flag any missing values, bad dates, or out-of-range cache_gb or simulation_seconds fields — and also give me a numeric distribution breakdown of cache_gb?"},{"title":"Detecting anomalies in simulation durations","prompt":"I've got 120 rows of simulation cache data and I'm worried some simulation_seconds values look off. Can you audit the record quality and show me the numeric distribution for simulation_seconds so I can spot outliers?"},{"title":"Monthly cache utilization profiling","prompt":"Here's last month's simulation cache dataset with 80 rows across asset groups. Can you do a data quality audit and give me a numeric distribution report on cache_gb so I understand how storage is spread across the dataset?"}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit identifying completeness issues, invalid values, formatting problems, or anomalies across the supplied rows; and (2) a numeric distribution report (statistics such as min, max, mean, percentiles, counts) for the selected numeric field (cache_gb or simulation_seconds). Both reports are computed locally from the supplied data with no external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, asset_group, date, cache_gb, simulation_seconds) causes rejection","Invalid date format (non-YYYY-MM-DD) triggers a pattern validation error","Supplying an invalid field enum value (not cache_gb or simulation_seconds) returns an error","Empty rows array rejected due to minItems:1 constraint"],"whenToPreferThis":"Choose this endpoint when you need both a data quality audit and a numeric distribution analysis on simulation cache records (cache_gb, simulation_seconds) in a single $0.01 call covering up to 200 rows. It is ideal when you want two bundled reports without making separate API calls and when all data is supplied inline (no external data sources needed). Prefer alternatives if you need outlier flagging, deduplication, grouped summaries, or more than 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T00:48:53.159Z","isFirstParty":false,"canonicalSlug":"simulation-caches-record-quality-audit-numeric-distribution-67369660"}