{"uid":"cap_0sD-twiT6XHqvj_7i7wOs","slug":"lighting-setups-record-quality-audit-trailing-mean-series-99808985","name":"Lighting Setups — Record Quality Audit + Trailing Mean Series","description":"Lighting setups — Record quality audit + Trailing mean series: Record quality audit + Trailing mean series for supplied lighting setups records (light_count, render_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-11-010?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","light_count","render_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"asset_group":{"type":"string","default":"","maxLength":80},"light_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"render_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","asset_group":"group-a","light_count":10,"render_seconds":1},{"date":"2026-10-02","row_id":"row-2","asset_group":"group-b","light_count":20,"render_seconds":2},{"date":"2026-10-03","row_id":"row-3","asset_group":"group-a","light_count":15,"render_seconds":3},{"date":"2026-10-04","row_id":"row-4","asset_group":"group-b","light_count":30,"render_seconds":4}],"maxItems":200,"minItems":1},"field":{"enum":["light_count","render_seconds"],"type":"string","default":"light_count"},"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_ato-3enha9eavHRmnuaFM","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 record quality audit and trailing mean series analysis on lighting setup data (light_count, render_seconds) for up to 200 rows, returning two independent analytical reports.","exampleAgentPrompt":"Can you audit the quality of my lighting setup records and compute a trailing mean for light_count with a window of 3? Here are my rows: row-1, group-a, 2026-10-01, 10 lights, 1.2 seconds; row-2, group-b, 2026-10-02, 20 lights, 2.4 seconds; row-3, group-a, 2026-10-03, 15 lights, 1.8 seconds.","exampleUseCases":[{"title":"QA check on scene lighting data","prompt":"I have 50 rows of lighting setup records with light_count and render_seconds per asset group — can you run a quality audit on them and flag any bad or missing values?"},{"title":"Rolling average for render time analysis","prompt":"Run a trailing mean series on render_seconds with a window of 5 for my lighting dataset — I want to see the smoothed trend across dates for groups A and B."},{"title":"Pipeline validation before render submission","prompt":"Before I submit this batch to the render farm, can you audit these 120 lighting setup rows for data quality issues and also give me the trailing mean of light_count with a window of 4 so I can spot outliers?"}],"resultDescription":"Returns two independent reports: (1) a record quality audit identifying missing, invalid, or out-of-range values in the supplied lighting setup rows; and (2) a trailing mean series for the selected numeric field (light_count or render_seconds) computed over the specified window size across all supplied rows.","failureModes":["Fewer than 1 or more than 200 rows submitted — request rejected","Invalid date format (not YYYY-MM-DD) causes row-level validation failure","Missing required fields (row_id, date, light_count, render_seconds) cause schema rejection","Window size smaller than 2 or larger than number of rows may yield partial or empty trailing mean series","Null numeric values reduce trailing mean coverage for affected windows"],"whenToPreferThis":"Choose this endpoint when you have tabular lighting setup data with light_count and render_seconds fields and need both a data quality audit and a rolling average trend series in a single low-cost call. It is purpose-built for creative/rendering pipeline analytics where no external lookups, predictions, or professional assessments are needed — just local computation on supplied data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T00:49:12.269Z","isFirstParty":false,"canonicalSlug":"lighting-setups-record-quality-audit-trailing-mean-series-99808985"}