# Onboarding Progress — Record Quality Audit, Exact Row Deduplication & Duplicate Key Report

> Onboarding Progress — 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 2026-11-05).

Runs three independent analytical reports on onboarding progress data: a record quality audit, exact row deduplication, and a duplicate key report — all locally, with no external lookups.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-operations-08-209?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-11-05
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/onboarding-progress-record-quality-audit-exact-row-deduplication-f4114412
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_5qkQmhI0N4Lih5JIgu2Or

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 onboarding-progress-record-quality-audit-exact-row-deduplication-f4114412 -d '<json body>'
```

Example prompt: Can you run a quality audit, exact row deduplication, and duplicate key report on my onboarding progress records? Here are up to 200 rows with fields: row_id, team_group, date, completed_steps, and required_steps.

## When to prefer this

Choose this endpoint when you need to validate, deduplicate, and audit onboarding progress data (completed_steps, required_steps) in a single cost-efficient call. It is best when you have up to 200 rows and want all three reports — quality audit, exact deduplication, and duplicate key detection — without any external data lookups or predictions. It is not suitable for live lookups, forecasting, or datasets exceeding 200 rows.

## Known failure modes

- Exceeds 200-row limit — request will be rejected or truncated
- Missing required fields (row_id, team_group, date, completed_steps, required_steps) cause validation errors
- Malformed date strings not matching YYYY-MM-DD pattern cause input rejection
- Empty rows array returns an error (minItems: 1)
- Non-numeric or out-of-range completed_steps/required_steps values may cause audit errors

## How this service works

Onboarding progress — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied onboarding progress records (completed_steps, required_steps). 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 reports: (1) a record quality audit flagging data issues in completed_steps and required_steps fields, (2) an exact row deduplication report listing identical rows, and (3) a duplicate key report identifying rows sharing the same key identifiers — all computed locally with no external calls.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "team_group",
     "date",
     "completed_steps",
     "required_steps"
    ],
    "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
     },
     "required_steps": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "completed_steps": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "team_group": "group-a",
     "required_steps": 1,
     "completed_steps": 10
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "team_group": "group-b",
     "required_steps": 2,
     "completed_steps": 20
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "team_group": "group-a",
     "required_steps": 3,
     "completed_steps": 15
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "team_group": "group-b",
     "required_steps": 4,
     "completed_steps": 30
    }
   ],
   "maxItems": 200,
   "minItems": 1
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/onboarding-progress-record-quality-audit-exact-row-deduplication-f4114412/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)