# Manufacturing Output Numeric Distribution

> Manufacturing Output Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-14).

Computes a numeric distribution (histogram/summary) for manufacturing output fields (units or defects) across up to 200 typed production records, with local data-quality processing.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-analytics-manufacturing-output-describe?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/manufacturing-output-numeric-distribution-aec3abdd
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_Ohb0ZrsStn68zQO9BtxoH

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-numeric-distribution-aec3abdd -d '<json body>'
```

Example prompt: Can you give me a numeric distribution of the units produced across these 4 production records — line group-a on 2026-10-01 with 10 units, group-b on 2026-10-02 with 20 units, group-a on 2026-10-03 with 15 units, and group-b on 2026-10-04 with 30 units — using the units field?

## When to prefer this

Choose this endpoint when you need a fast, local numeric distribution or histogram profile for manufacturing output data (units or defects) on up to 200 records, without requiring external enrichment, forecasting, or network lookups. Ideal for data quality checks, QC reporting, or exploratory profiling of production line data at low cost ($0.01 USDC per call).

## Known failure modes

- Fewer than 1 row supplied — minimum 1 record required
- More than 200 rows supplied — exceeds maxItems limit
- Invalid date format (must be YYYY-MM-DD)
- Field value not in enum ['units','defects'] — will return validation error
- row_id missing or empty — required field
- Units or defects values outside allowed numeric range
- Malformed JSON body — parse error returned

## How this service works

Manufacturing output - Numeric distribution: Numeric distribution 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 numeric distribution deliverable.

## Output

A bounded numeric distribution deliverable for the selected field (units or defects) across the supplied manufacturing records, including frequency/histogram data and local data-quality assessments. No external enrichment or forecasting is included.

## 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
  },
  "field": {
   "enum": [
    "units",
    "defects"
   ],
   "type": "string",
   "default": "units"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/manufacturing-output-numeric-distribution-aec3abdd/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)