# Continuous Integration Data Quality Audit — Record Quality, String Normalisation & Numeric Distribution

> Continuous Integration Data Quality Audit — Record Quality, String Normalisation & Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-25).

Runs three analytical reports on CI build data: a record quality audit, string normalisation check, and numeric distribution analysis for build_seconds or test_count fields.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-software-01-193?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-25
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/continuous-integration-data-quality-audit-record-quality-string-5d70e35d
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_CPsr_g514stWSot5Z0hYB

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 continuous-integration-data-quality-audit-record-quality-string-5d70e35d -d '<json body>'
```

Example prompt: Audit the quality of my CI build records and give me a string normalisation check and numeric distribution report for build_seconds — here are my rows: row-1, auth-service, 2024-03-01, build_seconds=145, test_count=320; row-2, payments-service, 2024-03-02, build_seconds=210, test_count=415; row-3, auth-service, 2024-03-03, build_seconds=98, test_count=280.

## When to prefer this

Choose this endpoint when you need a combined data quality, string normalisation, and numeric distribution analysis on CI build records (build_seconds or test_count) in a single call for up to 200 rows. It is especially suited for pre-reporting validation, pipeline hygiene checks, or debugging data anomalies in build logs without needing an external data warehouse or live pipeline connection.

## Known failure modes

- Exceeding 200 rows returns an error or truncation
- Missing required fields (row_id, date, component, build_seconds, test_count) causes validation failure
- Invalid date format (not YYYY-MM-DD) rejected by schema
- Numeric values outside allowed range trigger schema error
- Empty rows array not accepted (minItems: 1)

## How this service works

Continuous integration — Record quality audit + String normalisation + Numeric distribution: Record quality audit + String normalisation + Numeric distribution for supplied continuous integration records (build_seconds, test_count). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.

## Output

Returns three independent analytical reports: (1) a record quality audit flagging completeness, nulls, and data integrity issues; (2) a string normalisation report on text fields like component; (3) a numeric distribution summary (min, max, mean, percentiles, etc.) for the selected field (build_seconds or test_count). Up to 200 rows processed per call.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/continuous-integration-data-quality-audit-record-quality-string-5d70e35d/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)