# Manufacturing Output – Record Quality Audit

> Manufacturing Output – Record Quality Audit is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).

Accepts up to 200 manufacturing output records and performs local numeric and data-quality checks, returning a bounded quality audit deliverable per batch.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-analytics-manufacturing-output-quality?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/manufacturing-output-record-quality-audit-75da9910
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_AKGuyC72WqZU-dlGPxF1h

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 manufacturing-output-record-quality-audit-75da9910 -d '<json body>'
```

Example prompt: Can you run a quality audit on these 50 manufacturing records from line group-a and group-b for October 2026 — each row has a row ID, date, units produced, and defect count — and flag any data quality issues?

## When to prefer this

Choose this endpoint when you need fast, local numeric and data-quality auditing of up to 200 manufacturing output records (with units produced and defect counts) without requiring external enrichment, forecasting, or downstream integrations. Ideal for batch validation of production data before reporting or archiving.

## Known failure modes

- Fewer than 1 row submitted returns a validation error
- More than 200 rows exceed the maxItems limit and are rejected
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- Missing required fields (row_id, line, date, units, defects) causes item-level errors
- Non-numeric or out-of-range unit/defect values may be flagged or cause errors
- Payment not included or insufficient (must be 0.01 USDC) results in 402 response

## How this service works

Manufacturing output - Record quality audit: Record quality audit for Manufacturing output. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded record quality audit deliverable.

## Output

A bounded quality audit deliverable containing numeric summaries, data-quality flags, and defect analysis for up to 200 submitted manufacturing output records, computed locally without external enrichment.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/manufacturing-output-record-quality-audit-75da9910/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)