# Transcript Preparation — Record Quality Audit + Exact Row Deduplication

> Transcript Preparation — Record Quality Audit + Exact Row Deduplication 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).

Audits data quality and removes exact duplicate rows from transcript preparation records containing transcribed_minutes and source_minutes fields, returning two independent analytical reports.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-writing-12-002?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/transcript-preparation-record-quality-audit-exact-row-deduplication-b040e8e6
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_5T-r9V9O1hIWNOXj6L0uF

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-exact-row-deduplication-b040e8e6 -d '<json body>'
```

Example prompt: Can you audit my transcript preparation records for quality issues and remove exact duplicate rows? I have up to 50 rows with fields like row_id, document_group, date, transcribed_minutes, and source_minutes — give me both the quality audit and deduplication reports.

## When to prefer this

Choose this endpoint when you need both a data quality audit and exact duplicate removal on transcript preparation records (transcribed_minutes, source_minutes) in a single low-cost call. It is ideal for pre-processing pipelines where you want offline, deterministic analysis with no external dependencies. Prefer it over general-purpose data tools when your dataset is structured around transcript minute fields and fits within 200 rows.

## Known failure modes

- Input array exceeds 200 rows — request will be rejected or truncated
- Missing required fields (row_id, date, transcribed_minutes, source_minutes) cause row-level validation errors
- Malformed date strings not matching YYYY-MM-DD pattern rejected by schema validation
- Empty rows array (minItems: 1 not met) causes request failure
- Numeric values outside allowed range (-1000000000000 to 1000000000000) rejected by schema

## How this service works

Transcript preparation — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication 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

Two independent analytical reports: (1) a record quality audit flagging issues such as nulls, out-of-range values, and malformed fields across the transcribed_minutes and source_minutes columns; and (2) an exact row deduplication report identifying and removing rows that are identical across all fields. Both reports are generated locally with no external lookups, 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
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/transcript-preparation-record-quality-audit-exact-row-deduplication-b040e8e6/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)