# Lighting Setups Record Quality Audit + Secondary-Measure Weighted Mean

> Lighting Setups Record Quality Audit + Secondary-Measure Weighted Mean 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 two local analytical reports on lighting setup records: a data quality audit and a secondary-measure weighted mean calculation for light_count and render_seconds fields.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-creative-11-016?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-31
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/lighting-setups-record-quality-audit-secondary-measure-weighted-mean-954697d9
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_CuGItg-e3X3VeJnD2kSNC

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability lighting-setups-record-quality-audit-secondary-measure-weighted-mean-954697d9 -d '<json body>'
```

Example prompt: Can you run a record quality audit and a weighted mean analysis on my lighting setup data? I have rows with light_count and render_seconds for multiple asset groups — use light_count as the primary field for the weighted mean.

## When to prefer this

Choose this endpoint when you need simultaneous data quality auditing AND weighted mean analytics on lighting setup records (with light_count and render_seconds dimensions) in a single low-cost call. It is best suited for creative/rendering pipelines where you want to validate data integrity and compute weighted statistics together without external dependencies. Prefer this over generic analytics tools when your data specifically involves lighting setups with asset groups and render time measurements.

## Known failure modes

- More than 200 rows submitted — request rejected due to maxItems constraint
- Invalid date format not matching YYYY-MM-DD pattern — validation error
- Missing required fields (row_id, asset_group, date, light_count, render_seconds) — schema validation failure
- Empty rows array — minItems:1 constraint violation
- Field enum value not in [light_count, render_seconds] — invalid field selection error
- Payment not completed via x402 protocol — request blocked

## How this service works

Lighting setups — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean 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 analytical reports: (1) a record quality audit flagging completeness, missing values, and data integrity issues across the supplied rows, and (2) a secondary-measure weighted mean calculation for the chosen field (light_count or render_seconds). Both reports are generated locally from the supplied data with no external lookups. Up to 200 rows supported per call.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "asset_group",
     "date",
     "light_count",
     "render_seconds"
    ],
    "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
     },
     "light_count": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "render_seconds": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "asset_group": "group-a",
     "light_count": 10,
     "render_seconds": 1
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "asset_group": "group-b",
     "light_count": 20,
     "render_seconds": 2
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "asset_group": "group-a",
     "light_count": 15,
     "render_seconds": 3
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "asset_group": "group-b",
     "light_count": 30,
     "render_seconds": 4
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "light_count",
    "render_seconds"
   ],
   "type": "string",
   "default": "light_count"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/lighting-setups-record-quality-audit-secondary-measure-weighted-mean-954697d9/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)