# Training Compliance Record Quality Audit + Category Frequencies

> Training Compliance Record Quality Audit + Category Frequencies is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-28).

Performs a record quality audit and category frequency analysis on up to 200 training compliance rows (completed_courses, assigned_courses), returning two independent analytical reports.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-operations-10-006?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-28
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/training-compliance-record-quality-audit-category-frequencies-3ff525e7
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_KxGTLAgbBdV38AtBnqJZ0

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-record-quality-audit-category-frequencies-3ff525e7 -d '<json body>'
```

Example prompt: Can you audit the quality of these training compliance records and give me a frequency breakdown by team group? I have about 50 rows with row_id, team_group, date, completed_courses, and assigned_courses fields I'd like to check.

## When to prefer this

Choose this endpoint when you need both a data quality audit and category frequency analysis on training compliance records in a single low-cost call. Ideal for HR or L&D teams validating course completion data before reporting, audits, or dashboarding, especially when working with batch data up to 200 rows and wanting two complementary analytical views without needing live lookups or predictive modeling.

## Known failure modes

- Exceeding 200 rows returns an error or truncation
- Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) causes validation failure
- Malformed date strings not matching YYYY-MM-DD pattern are flagged or rejected
- Numeric values outside allowed range trigger schema validation errors
- Empty rows array returns an error (minItems: 1)
- Payment failure via x402 protocol results in no response

## How this service works

Training compliance — Record quality audit + Category frequencies: Record quality audit + Category frequencies for supplied training compliance records (completed_courses, assigned_courses). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

## Output

Two independent analytical reports: (1) a record quality audit identifying data issues such as nulls, out-of-range values, or malformed fields across the supplied training compliance rows; and (2) a category frequency report showing the distribution and frequency counts of records by team_group and other categorical fields. Both reports are computed locally from the supplied data 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
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/training-compliance-record-quality-audit-category-frequencies-3ff525e7/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)