# Data Pipeline Runs — Record Quality Audit

> Data Pipeline Runs — 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 2026-10-18).

Performs a local descriptive quality audit on up to 200 data pipeline run records, reporting on processed vs. rejected row metrics per pipeline and date.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ar-analytics-pipeline-runs-quality?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-18
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/data-pipeline-runs-record-quality-audit-619586da
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap__ZszUsF1wsKp9bP7bq6iZ

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 data-pipeline-runs-record-quality-audit-619586da -d '<json body>'
```

Example prompt: Can you run a quality audit on these data pipeline runs — I have records for two pipelines, group-a and group-b, across four days, with processed row counts of 10, 20, 15, and 30 and rejected row counts of 1, 2, 3, and 4 respectively?

## When to prefer this

Choose this endpoint when you need a quick, low-cost ($0.01 USDC) descriptive quality audit on a batch of pipeline run records without requiring external data enrichment or predictive forecasting. Ideal for teams that already have structured pipeline run logs and want local analytics on rejection rates and processing quality across multiple pipelines and dates.

## Known failure modes

- Missing required fields (row_id, pipeline, date, processed_rows, rejected_rows) causes validation error
- Submitting more than 200 rows exceeds the maxItems limit and will be rejected
- Invalid date format (not YYYY-MM-DD) triggers a schema validation error
- Empty rows array (minItems: 1 not met) returns an error
- Null numeric values for both processed_rows and rejected_rows may yield incomplete statistics

## How this service works

Data pipeline runs - Record quality audit: Record quality audit for Data pipeline runs. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded record quality audit report.

## Output

A bounded quality audit report containing descriptive analytics on the submitted pipeline run records, including statistics on processed vs. rejected rows per pipeline and per date — no external enrichment or forecasting included.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/data-pipeline-runs-record-quality-audit-619586da/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)