{"uid":"cap_aOYwjFUe1hV9V0qbY56ry","slug":"mesh-budgets-iqr-outlier-flags-and-keyed-dataset-comparison-37aead62","name":"Mesh Budgets IQR Outlier Flags and Keyed Dataset Comparison","description":"Mesh budgets — IQR outlier flags + Keyed dataset comparison: IQR outlier flags + Keyed dataset comparison for supplied mesh budgets records (triangle_count, vertex_count). 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-01-179?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","triangle_count","vertex_count"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"asset_group":{"type":"string","default":"","maxLength":80},"vertex_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"triangle_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","asset_group":"group-a","vertex_count":1,"triangle_count":10},{"date":"2026-10-02","row_id":"row-2","asset_group":"group-b","vertex_count":2,"triangle_count":20},{"date":"2026-10-03","row_id":"row-3","asset_group":"group-a","vertex_count":3,"triangle_count":15},{"date":"2026-10-04","row_id":"row-4","asset_group":"group-b","vertex_count":4,"triangle_count":30}],"maxItems":200,"minItems":1},"field":{"enum":["triangle_count","vertex_count"],"type":"string","default":"triangle_count"},"other":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","triangle_count","vertex_count"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"asset_group":{"type":"string","default":"","maxLength":80},"vertex_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"triangle_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","asset_group":"group-a","vertex_count":1,"triangle_count":10},{"date":"2026-10-02","row_id":"row-2","asset_group":"group-b","vertex_count":2,"triangle_count":21},{"date":"2026-10-03","row_id":"row-3","asset_group":"group-a","vertex_count":3,"triangle_count":17},{"date":"2026-10-04","row_id":"row-4","asset_group":"group-b","vertex_count":4,"triangle_count":33}],"maxItems":200,"minItems":0}}},"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_hofkBe2X-rphTJNVTb11M","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 IQR-based outlier detection and keyed dataset comparison on up to 200 mesh budget records (triangle_count, vertex_count) using local analytics — no external lookups.","exampleAgentPrompt":"Can you run IQR outlier detection and a keyed dataset comparison on my mesh budget records for triangle_count? I have two datasets — the primary one has assets like row-1 (group-a, 2026-10-01, triangle_count=10, vertex_count=1) and a second comparison set with slightly different triangle counts for the same row IDs.","exampleUseCases":[{"title":"Outlier audit of mesh complexity budgets","prompt":"I have 150 mesh asset records with triangle_count and vertex_count — can you run IQR outlier flagging on triangle_count to find which assets are statistically unusual compared to the rest of the group?"},{"title":"Cross-sprint mesh budget drift detection","prompt":"We have mesh budget snapshots from two different production sprints with the same row IDs. Can you do a keyed comparison between the two datasets and flag which assets changed significantly in vertex_count?"},{"title":"Asset group anomaly check before export","prompt":"Before we export our 3D asset library, can you check these mesh budget records for IQR outliers in triangle_count and compare them against our approved baseline dataset to catch any mismatches?"}],"resultDescription":"Returns two reports: (1) IQR outlier flags identifying which rows have triangle_count or vertex_count values outside the interquartile range, and (2) a keyed dataset comparison showing differences between the primary and secondary (other) datasets matched by row_id. No external data is fetched — all analysis is performed locally on the supplied data.","failureModes":["Fewer than 1 row submitted — minItems:1 validation error","More than 200 rows submitted — maxItems:200 validation error","Missing required fields (row_id, asset_group, date, triangle_count, vertex_count) — schema validation rejection","Invalid date format (not YYYY-MM-DD) — pattern validation error","row_id values not matching between primary and other datasets — comparison may yield empty or partial results","Non-numeric values in numeric fields — type validation error","Payment failure via x402 protocol — request blocked"],"whenToPreferThis":"Choose this endpoint when you need both IQR-based outlier detection AND a keyed row-by-row comparison between two mesh budget datasets in a single $0.01 call. Ideal for 3D asset pipeline QA, mesh budget audits, and sprint-over-sprint drift analysis where both anomaly detection and dataset diffing are needed together. Not suitable if you need live data lookups, predictions, or analysis of fields other than triangle_count and vertex_count.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:43:40.980Z","isFirstParty":false,"canonicalSlug":"mesh-budgets-iqr-outlier-flags-and-keyed-dataset-comparison-37aead62"}