# Training Compliance Record Quality Audit + Exact Row Deduplication + Duplicate Key Report

> Training Compliance Record Quality Audit + Exact Row Deduplication + Duplicate Key Report 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).

Audits training compliance records for quality issues, removes exact duplicate rows, and identifies duplicate keys across completed_courses and assigned_courses data — three reports for up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-operations-10-209?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-record-quality-audit-exact-row-deduplication-424244e3
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_xqRF5ELVEzb7eGNj_vbNB

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-exact-row-deduplication-424244e3 -d '<json body>'
```

Example prompt: Can you audit these training compliance records for data quality issues, remove exact duplicate rows, and generate a duplicate key report? I have about 50 rows with fields like row_id, team_group, date, completed_courses, and assigned_courses.

## When to prefer this

Choose this endpoint when you need three simultaneous data quality operations on training compliance records (audit + deduplication + duplicate key detection) in a single low-cost call. Ideal for pre-processing HR or LMS exports before database ingestion, compliance reporting, or downstream analytics. Best when your dataset is under 200 rows and you want local analytical processing without any external lookups, predictions, or professional assessments.

## Known failure modes

- More than 200 rows submitted — request will be rejected or truncated
- Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) cause validation errors
- Malformed date strings not matching YYYY-MM-DD pattern rejected
- Empty rows array returns error
- Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) may be rejected
- Payment of 0.01 USDC not included or failed — request blocked

## How this service works

Training compliance — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report 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

Three independent analytical reports: (1) a record quality audit identifying issues such as nulls, out-of-range values, or malformed fields in completed_courses and assigned_courses; (2) an exact row deduplication report listing and removing fully identical rows; (3) a duplicate key report identifying rows sharing the same key values (e.g. row_id or composite key). All analysis is performed locally on the supplied data — no external lookups or predictions.

## 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-exact-row-deduplication-424244e3/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)