# API Usage Record Quality Audit

> API Usage 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).

Audits up to 200 API usage records for numeric and data quality issues, returning a bounded quality assessment report.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-analytics-api-usage-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/api-usage-record-quality-audit-124f7dd4
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_5BlZaeLySOenwbQAm1sA-

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 api-usage-record-quality-audit-124f7dd4 -d '<json body>'
```

Example prompt: Can you run a data quality audit on these 4 API usage records — row-1 on 2026-10-01 for group-a with 10 requests and 1ms latency, row-2 on 2026-10-02 for group-b with 20 requests and 2ms latency, row-3 on 2026-10-03 for group-a with 15 requests and 3ms latency, and row-4 on 2026-10-04 for group-b with 30 requests and 4ms latency?

## When to prefer this

Choose this endpoint when you need a fast, local data-quality audit of API usage records (request counts and latency) before ingestion, reporting, or analysis — especially when you want no external data enrichment or forecasting, and your batch is 200 records or fewer. Prefer it over general-purpose data validation services when your records conform to the API usage schema (endpoint, date, requests, latency_ms).

## Known failure modes

- Submitting more than 200 rows returns a validation error
- Missing required fields (row_id, endpoint, date, requests, latency_ms) causes row-level rejection
- Dates not matching YYYY-MM-DD format fail pattern validation
- Empty rows array (minItems: 1 not met) returns an error
- Extremely large or small numeric values near the ±1e12 boundary may trigger range flags

## How this service works

API usage - Record quality audit: Record quality audit for API usage. 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 containing data quality flags and assessments for each submitted API usage record, identifying numeric anomalies, missing values, and integrity issues across the supplied rows — processed locally without external enrichment.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/api-usage-record-quality-audit-124f7dd4/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)