# Process Handoffs — Record Quality Audit + Secondary-Measure Weighted Mean

> Process Handoffs — Record Quality Audit + Secondary-Measure Weighted Mean is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-25).

Runs a data quality audit and a weighted mean calculation on process handoff records (handoff_count, wait_minutes) for up to 200 rows, returning two independent analytical reports.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-operations-18-016?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-25
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/process-handoffs-record-quality-audit-secondary-measure-weighted-mean-6337f888
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_1tprYuoFYUFtOEa1eoGgz

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 process-handoffs-record-quality-audit-secondary-measure-weighted-mean-6337f888 -d '<json body>'
```

Example prompt: Can you run a record quality audit and weighted mean for handoff_count on these process handoff records for my two teams — group-a and group-b — across the first four days of October 2026? I have up to 4 rows with handoff_count and wait_minutes values.

## When to prefer this

Choose this endpoint when you need both a data quality audit AND a weighted mean statistic on process handoff records in a single low-cost call. It is ideal for operations teams validating handoff data before reporting, or for quickly profiling small-to-medium batches (up to 200 rows) of handoff_count and wait_minutes data without requiring external data sources or prediction services.

## Known failure modes

- Submitting more than 200 rows returns a validation error
- Missing required fields (row_id, date, handoff_count, wait_minutes) cause row-level rejection
- Invalid date format (non-YYYY-MM-DD) fails schema validation
- Null values in the selected measure field may affect weighted mean accuracy
- Empty rows array returns an error

## How this service works

Process handoffs — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean for supplied process handoffs records (handoff_count, wait_minutes). 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

Returns two independent reports: (1) a record quality audit flagging completeness, validity, and anomalies across the supplied handoff rows, and (2) a weighted mean computation for the selected field (handoff_count or wait_minutes) across all supplied rows. Both reports are computed locally with no external data lookups.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/process-handoffs-record-quality-audit-secondary-measure-weighted-mean-6337f888/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)