# Onboarding Progress Analyzer — Quality Audit + Deduplication + Base-100 Series

> Onboarding Progress Analyzer — Quality Audit + Deduplication + Base-100 Series is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-24).

Runs three analytical reports on onboarding progress data: record quality audit, exact row deduplication, and a base-100 indexed series for completed_steps or required_steps.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-operations-08-218?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-24
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/onboarding-progress-analyzer-quality-audit-deduplication-base-100-52769394
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_HEYbvf7jFKuK6f0tCE2mH

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-analyzer-quality-audit-deduplication-base-100-52769394 -d '<json body>'
```

Example prompt: Can you run a quality audit, exact deduplication check, and base-100 series on my onboarding progress data? I have rows for group-a and group-b with completed_steps and required_steps from October 2026 — index it starting from row 0 on the completed_steps field.

## When to prefer this

Choose this endpoint when you need all three of: data quality auditing, exact duplicate detection, and base-100 series indexing for onboarding progress data (completed_steps / required_steps) in a single $0.01 call covering up to 200 rows. It is ideal for preprocessing onboarding datasets before dashboarding or reporting, when no external data or live lookups are needed and all analysis runs on the supplied records. Prefer alternatives if you only need one of the three reports, need more than 200 rows, or require predictive modeling.

## Known failure modes

- More than 200 rows submitted — API rejects with an error as maxItems is 200
- Missing required fields (row_id, team_group, date, completed_steps, required_steps) cause row-level validation failure
- Invalid date format (not YYYY-MM-DD) causes schema validation error
- base_index out of range (>199 or <0) causes an error
- Empty rows array (minItems:1 violated) causes rejection
- Numeric values outside ±1,000,000,000,000 range may be rejected

## How this service works

Onboarding progress — Record quality audit + Exact row deduplication + Base-100 series: Record quality audit + Exact row deduplication + Base-100 series 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

Returns three independent analytical reports: (1) a record quality audit flagging null, out-of-range, or malformed values in completed_steps and required_steps; (2) an exact row deduplication report identifying identical records; and (3) a base-100 indexed series for the selected field (completed_steps or required_steps) relative to the specified base row index. All 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_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
  },
  "field": {
   "enum": [
    "completed_steps",
    "required_steps"
   ],
   "type": "string",
   "default": "completed_steps"
  },
  "base_index": {
   "type": "integer",
   "default": 0,
   "maximum": 199,
   "minimum": 0
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/onboarding-progress-analyzer-quality-audit-deduplication-base-100-52769394/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)