# Transcript Preparation Record Quality Audit + Secondary-Measure Weighted Mean

> Transcript Preparation 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 2026-10-26).

Audits data quality and computes a secondary-measure weighted mean for up to 200 transcript preparation records containing transcribed_minutes and source_minutes fields.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-writing-12-016?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/transcript-preparation-record-quality-audit-secondary-measure-7da867d1
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_7aCSDWK5UWz1n6qRTq6Ht

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 transcript-preparation-record-quality-audit-secondary-measure-7da867d1 -d '<json body>'
```

Example prompt: Can you audit the quality of these transcript preparation records and compute the weighted mean of transcribed_minutes weighted by source_minutes? I have 4 rows: row-1 in group-a on 2026-10-01 with source_minutes=1 and transcribed_minutes=10, row-2 in group-b on 2026-10-02 with source_minutes=2 and transcribed_minutes=20, row-3 in group-a on 2026-10-03 with source_minutes=3 and transcribed_minutes=15, and row-4 in group-b on 2026-10-04 with source_minutes=4 and transcribed_minutes=30.

## When to prefer this

Choose this endpoint when you need both a data quality audit AND a weighted mean computation on transcript preparation records in a single $0.01 call. It is purpose-built for transcribed_minutes/source_minutes data pairs and runs two analytical reports locally without any external lookups or side effects. Prefer it over general analytics APIs when you have up to 200 transcript rows and want audit + aggregation together cheaply.

## Known failure modes

- More than 200 rows submitted — request exceeds row limit and will be rejected
- Missing required fields (row_id, date, transcribed_minutes, source_minutes) cause validation errors
- Invalid date format (not YYYY-MM-DD) triggers schema validation failure
- Null values in both transcribed_minutes and source_minutes may degrade weighted mean calculation
- row_id values exceeding 80 characters are rejected by schema validation

## How this service works

Transcript preparation — Record quality audit + Secondary-measure weighted mean: Record quality audit + Secondary-measure weighted mean for supplied transcript preparation records (transcribed_minutes, source_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 identifying data issues, missing values, and anomalies across the submitted transcript rows, and (2) a secondary-measure weighted mean calculation for the selected field (transcribed_minutes or source_minutes) weighted by the complementary measure, covering up to 200 input rows.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "document_group",
     "date",
     "transcribed_minutes",
     "source_minutes"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "document_group": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "source_minutes": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "transcribed_minutes": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "document_group": "group-a",
     "source_minutes": 1,
     "transcribed_minutes": 10
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "document_group": "group-b",
     "source_minutes": 2,
     "transcribed_minutes": 20
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "document_group": "group-a",
     "source_minutes": 3,
     "transcribed_minutes": 15
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "document_group": "group-b",
     "source_minutes": 4,
     "transcribed_minutes": 30
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "transcribed_minutes",
    "source_minutes"
   ],
   "type": "string",
   "default": "transcribed_minutes"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/transcript-preparation-record-quality-audit-secondary-measure-7da867d1/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)