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Lighting Setups Data Quality Suite — Audit, Deduplication & Ordering
x402
Lighting Setups Data Quality Suite — Audit, Deduplication & Ordering is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-31).
Runs three local analytical reports on lighting setup records: a record quality audit, exact row deduplication, and numeric row ordering by a selected field.
Price / call$0.01
Success—
StatusUnknown
How this service works
Lighting setups — Record quality audit + Exact row deduplication + Numeric row ordering: Record quality audit + Exact row deduplication + Numeric row ordering for supplied lighting setups records (light_count, render_seconds). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Returns three independent reports: (1) a record quality audit flagging missing, null, or malformed values; (2) an exact row deduplication report identifying redundant records; and (3) a numerically ordered listing of rows sorted by the selected field (light_count or render_seconds). All computed locally with no external lookups.
Example use cases
Studio pipeline data hygiene check
“I have a batch of lighting setup records from our studio pipeline — can you audit them for quality issues, remove any exact duplicates, and then give me the rows sorted by render_seconds so I can spot outliers?”
Asset group deduplication before export
“Before I export our lighting configs, can you check these records for duplicate rows and also give me a data quality report? Here are my rows with row_id, asset_group, date, light_count, and render_seconds fields.”
Ranking scenes by light complexity
“I want to rank our lighting setups from lowest to highest light_count — can you also audit the data quality and flag any duplicates in the same batch? I'll send you about 50 rows.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-11-213?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a combined, cost-efficient ($0.01 USDC) batch of three data quality operations on lighting setup tabular data — quality audit, deduplication, and ordering — without requiring live lookups, predictions, or external integrations. Ideal for pre-export validation in 3D rendering pipelines or asset management workflows.
Side effects
- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, date, light_count, render_seconds) cause schema rejection
- Dates not matching YYYY-MM-DD pattern fail validation
- Invalid field enum value (not light_count or render_seconds) causes error
- Empty rows array rejected due to minItems:1 constraint
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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