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Lighting Setups — Record Quality Audit + String Normalisation + Base-100 Series
x402
Lighting Setups — Record Quality Audit + String Normalisation + Base-100 Series 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 (record quality audit, string normalisation, and base-100 index series) on up to 200 rows of lighting setup data (light_count, render_seconds).
Price / call$0.01
Success—
StatusUnknown
How this service works
Lighting setups — Record quality audit + String normalisation + Base-100 series: Record quality audit + String normalisation + Base-100 series 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 analytical reports: (1) a record quality audit flagging issues such as nulls, out-of-range values, or structural problems; (2) a string normalisation report cleaning and standardising text fields like asset_group; and (3) a base-100 index series for the selected numeric field (light_count or render_seconds) anchored to the specified base row. All computed locally with no external lookups.
Example use cases
Audit lighting data quality issues
“I've got 120 rows of lighting setup records from last quarter with light_count and render_seconds — can you run a full record quality audit on them so I can see which rows have missing or malformed values?”
Normalise asset group strings in renders
“My lighting dataset has messy asset_group labels across about 80 rows — can you run string normalisation on it so the group names are consistent?”
Index render time as base-100 series
“I want to track how render_seconds have changed relative to a baseline — can you compute a base-100 index series for my 60 lighting records using row index 0 as the base?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-11-201?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three combined local analytical operations (quality audit, string normalisation, base-100 series) on lighting setup tabular data in a single call for a flat $0.01 USDC fee. It is best suited for batch offline analysis of up to 200 rows of creative/rendering pipeline records without needing live external data, predictions, or professional assessments.
Side effects
- Rows array is empty or exceeds 200 items — validation error
- Required fields (row_id, date, light_count, render_seconds) missing from one or more rows — schema error
- base_index references a row index out of range — error returned
- Date fields not in YYYY-MM-DD format — pattern validation failure
- Payment not provided or insufficient — 402 Payment Required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string | |
| base_index | integer |
Tags
x402
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