# File Ingestion Record Quality Audit

> File Ingestion 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 2026-10-19).

Performs a local descriptive analytics quality audit on up to 200 file ingestion records, reporting on parse errors and data completeness without enrichment or forecasting.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ar-analytics-file-ingestion-quality?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-19
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/file-ingestion-record-quality-audit-bab87dd8
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_1EGJRLjwGBKiWCqbcTnls

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 file-ingestion-record-quality-audit-bab87dd8 -d '<json body>'
```

Example prompt: Can you run a quality audit on these 4 file ingestion records — row-1 from group-a on 2026-10-01 with 10 loaded bytes and 1 parse error, row-2 from group-b on 2026-10-02 with 20 bytes and 2 errors, row-3 from group-a on 2026-10-03 with 15 bytes and 3 errors, and row-4 from group-b on 2026-10-04 with 30 bytes and 4 errors?

## When to prefer this

Choose this endpoint when you need a fast, affordable ($0.01 USDC) local descriptive quality audit on a batch of file ingestion records (up to 200) without requiring external data enrichment or predictive forecasting. Ideal for ETL pipeline health checks, post-migration validation, and source-level parse error analysis.

## Known failure modes

- Empty rows array or missing required fields (row_id, source, date, loaded_bytes, parse_errors) returns validation error
- More than 200 records submitted exceeds maxItems limit and is rejected
- Malformed date strings not matching YYYY-MM-DD pattern cause schema validation failure
- Null values for loaded_bytes or parse_errors may affect completeness metrics
- Payment failure via x402 protocol blocks request processing

## How this service works

File ingestion - Record quality audit: Record quality audit for File ingestion. 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 record quality audit report with local descriptive analytics covering parse error rates, loaded bytes statistics, and data completeness metrics across up to 200 supplied file ingestion records. No external enrichment or forecasting is included.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/file-ingestion-record-quality-audit-bab87dd8/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)