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Lighting Setups — Record Quality Audit + Numeric Distribution
x402
Lighting Setups — Record Quality Audit + Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-21).
Runs a record quality audit and numeric distribution analysis on up to 200 rows of lighting setup data (light_count, render_seconds), returning two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Lighting setups — Record quality audit + Numeric distribution: Record quality audit + Numeric distribution 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.
Output
Returns two independent reports: (1) a record quality audit identifying missing values, invalid entries, and data completeness issues across the submitted rows, and (2) a numeric distribution report for the selected field (light_count or render_seconds), summarizing the statistical spread of values across up to 200 rows of lighting setup data.
Example use cases
Pre-pipeline data quality check
“I have 120 lighting setup records from our render farm with row IDs, asset groups, dates, light counts and render times — can you audit them for quality issues and show me the numeric distribution of render_seconds before I push them to production?”
Studio asset group analysis
“Run a record quality audit and distribution report on these 80 lighting scene rows from our studio pipeline — I want to see the distribution focused on light_count so I can spot any outliers across asset groups.”
Render time variance investigation
“Something looks off in our render times — can you check the data quality and give me a numeric distribution of render_seconds across these 45 lighting setup records so I can see where the variance is coming from?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-11-004?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need simultaneous data quality auditing and numeric distribution analysis for lighting setup records in a single API call. It is specifically designed for 3D rendering and creative production workflows where light_count and render_seconds are the key numeric dimensions. Prefer it over generic analytics endpoints when you have up to 200 structured lighting records and need both a quality check and a statistical distribution in one low-cost operation ($0.01 USDC).
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, date, light_count, render_seconds) causes row-level rejection
- Invalid date format (not YYYY-MM-DD) triggers schema validation failure
- Numeric values outside the allowed range cause field-level errors
- Empty rows array returns an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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