# Equipment Runtime Record Quality Audit

> Equipment Runtime Record Quality Audit is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).

Audits up to 200 equipment runtime records for numeric and data-quality issues, returning a bounded quality audit deliverable per batch.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-analytics-equipment-runtime-quality?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/equipment-runtime-record-quality-audit-a3d78f3f
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_UDqMj7x_a0AU28jbskgLv

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 equipment-runtime-record-quality-audit-a3d78f3f -d '<json body>'
```

Example prompt: Can you run a quality audit on these equipment runtime records — I have 4 machines (group-a and group-b) with dates, run hours, and downtime hours logged from October 1–4, and I want to check them for data quality issues before I use them in my analysis?

## When to prefer this

Choose this endpoint when you need a quick, low-cost ($0.01) local data-quality check on equipment runtime records specifically (machine ID, run hours, downtime hours, date) before downstream analytics or loading into a data warehouse. It is ideal for batch validation of up to 200 records without needing external enrichment or forecasting. Prefer it over general-purpose validation tools when your data is structured around industrial/equipment runtime schemas.

## Known failure modes

- Batch exceeds 200 records — request will be rejected, split into smaller batches
- Missing required fields (row_id, machine, date, run_hours, or downtime_hours) — validation error returned
- Malformed date format (not YYYY-MM-DD) — schema validation failure
- Empty rows array — minItems constraint violation
- Numeric values outside accepted range — may be flagged or rejected

## How this service works

Equipment runtime - Record quality audit: Record quality audit for Equipment runtime. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded record quality audit deliverable.

## Output

A bounded quality audit deliverable covering up to 200 supplied equipment runtime records, including numeric validation results and data-quality flags for fields such as run_hours and downtime_hours, with per-record audit findings identifying issues like missing values, out-of-range numbers, or format errors.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "machine",
     "date",
     "run_hours",
     "downtime_hours"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "machine": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "run_hours": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "downtime_hours": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "machine": "group-a",
     "run_hours": 10,
     "downtime_hours": 1
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "machine": "group-b",
     "run_hours": 20,
     "downtime_hours": 2
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "machine": "group-a",
     "run_hours": 15,
     "downtime_hours": 3
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "machine": "group-b",
     "run_hours": 30,
     "downtime_hours": 4
    }
   ],
   "maxItems": 200,
   "minItems": 1
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/equipment-runtime-record-quality-audit-a3d78f3f/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)