# Training Compliance Data Quality Suite — Audit, Deduplication & Numeric Ordering

> Training Compliance Data Quality Suite — Audit, Deduplication & Numeric Ordering is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-26).

Runs three local analytical reports on training compliance row data: a record quality audit, exact row deduplication check, and numeric row ordering for completed_courses or assigned_courses fields, supporting up to 200 rows per call.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-operations-10-213?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-26
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/training-compliance-data-quality-suite-audit-deduplication-numeric-9d15ff78
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_pkJTYYmsjwI6Wwp5UNCCI

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 training-compliance-data-quality-suite-audit-deduplication-numeric-9d15ff78 -d '<json body>'
```

Example prompt: Can you run a full data quality audit, exact deduplication check, and numeric ordering on my training compliance records — I have rows with team_group, date, completed_courses, and assigned_courses fields, up to about 50 rows — and use completed_courses as the numeric field for ordering?

## When to prefer this

Choose this endpoint when you need to quickly validate, deduplicate, and sort training compliance tabular data (up to 200 rows) without requiring external data sources or live lookups. It is ideal for pre-reporting data hygiene on LMS exports. Prefer this over general-purpose analytics tools when you specifically need all three reports (quality audit, deduplication, numeric ordering) in a single low-cost call focused on the completed_courses/assigned_courses domain.

## Known failure modes

- Submitting more than 200 rows returns an error or truncation
- Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) causes validation rejection
- Invalid date format (non-YYYY-MM-DD) triggers pattern validation failure
- Null or out-of-range numeric values may flag in quality audit but do not block processing
- Invalid field enum value (anything other than completed_courses or assigned_courses) causes request rejection

## How this service works

Training compliance — Record quality audit + Exact row deduplication + Numeric row ordering: Record quality audit + Exact row deduplication + Numeric row ordering for supplied training compliance records (completed_courses, assigned_courses). 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 reports for the submitted rows: (1) a record quality audit flagging missing, malformed, or out-of-range values; (2) an exact row deduplication report identifying duplicate records; and (3) a numerically ordered row listing sorted by the selected field (completed_courses or assigned_courses). All processing is done locally with no external lookups.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/training-compliance-data-quality-suite-audit-deduplication-numeric-9d15ff78/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)