{"uid":"cap_nwLElx9vzmRkz3ntJCRtW","slug":"rig-complexity-numeric-distribution-keyed-dataset-comparison-f50b76ff","name":"Rig Complexity — Numeric Distribution + Keyed Dataset Comparison","description":"Rig complexity — Numeric distribution + Keyed dataset comparison: Numeric distribution + Keyed dataset comparison for supplied rig complexity records (bone_count, constraint_count). Up to 200 rows; 2 independent reports using shared local analytical engines. 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I have two batches of up to 50 rigs each with bone_count and constraint_count values — analyze bone_count distribution and compare the two groups by row key.","exampleUseCases":[{"title":"Compare two character rig batches","prompt":"I have two sets of character rig records — one for hero characters and one for NPCs — each with bone_count and constraint_count. Can you run a distribution analysis on bone_count and then compare the two datasets by row key so I can see where they differ?"},{"title":"Audit constraint count spread across asset groups","prompt":"I need to understand the statistical distribution of constraint_count values across my rig assets for this production sprint. I have about 80 rigs with dates and asset groups — can you give me a numeric distribution report and a keyed comparison against last sprint's data?"},{"title":"Spot complexity outliers in rig pipeline","prompt":"We're reviewing rig complexity before final delivery — can you analyze the numeric distribution of bone_count for my 120 rig records and compare them against our reference rig dataset using row keys to flag where values diverge significantly?"}],"resultDescription":"Returns two analytical reports: (1) a numeric distribution report showing statistical spread (e.g. min, max, mean, percentiles, histogram-style bucketing) for the selected field (bone_count or constraint_count) across the supplied rows; and (2) a keyed dataset comparison report matching rows from the primary and secondary datasets by row_id to highlight differences in the specified numeric field.","failureModes":["More than 200 rows submitted — request rejected or truncated","Missing required fields (row_id, asset_group, date, bone_count, constraint_count) cause validation error","Date fields not matching YYYY-MM-DD pattern cause schema rejection","Numeric values outside allowed range cause validation failure","Empty rows array rejected (minItems: 1)","Payment not included or insufficient — x402 payment required"],"whenToPreferThis":"Choose this endpoint when you need both a numeric distribution analysis and a keyed comparison between two rig complexity datasets in a single call at minimal cost ($0.01 USDC for both reports). Best suited for 3D animation pipeline workflows where you want to understand the statistical spread of bone_count or constraint_count values and simultaneously compare two batches of rigs by row key — without needing live data lookup, prediction, or external integrations.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:43:14.187Z","isFirstParty":false,"canonicalSlug":"rig-complexity-numeric-distribution-keyed-dataset-comparison-f50b76ff"}