# Manufacturing Output – Grouped Numeric Summary

> Manufacturing Output – Grouped Numeric Summary is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-19).

Computes grouped numeric summary statistics (e.g. sum, mean, min, max) for manufacturing output records (units or defects), grouped by production line, using locally supplied data.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-analytics-manufacturing-output-group-summary?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-19
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/manufacturing-output-grouped-numeric-summary-7da787d4
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_QJeySo40bK838Jig4H_-x

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-grouped-numeric-summary-7da787d4 -d '<json body>'
```

Example prompt: Can you group my manufacturing records by production line and give me a numeric summary of units produced? I have 4 records: row-1 on 2026-10-01, line group-a, 10 units, 1 defect; row-2 on 2026-10-02, line group-b, 20 units, 2 defects; row-3 on 2026-10-03, line group-a, 15 units, 3 defects; row-4 on 2026-10-04, line group-b, 30 units, 4 defects — summarize the 'units' field.

## When to prefer this

Choose this endpoint when you have up to 200 manufacturing output records with units and defects fields and need fast, local grouped statistics broken down by production line — no external data, forecasting, or enrichment needed. Ideal for quick operational rollups, quality audits, or line-comparison tasks without sending data to a third-party analytics platform.

## Known failure modes

- Missing required fields (row_id, line, date, units, defects) causes validation error
- Exceeding 200 rows returns an error about maxItems constraint
- Invalid date format (not YYYY-MM-DD) triggers pattern validation failure
- Null numeric values may affect aggregate results depending on data-quality handling
- Unsupported field enum value (not 'units' or 'defects') returns schema error
- Empty rows array (minItems:1 not met) returns validation error

## How this service works

Manufacturing output - Grouped numeric summary: Grouped numeric summary 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 grouped numeric summary deliverable.

## Output

A grouped numeric summary (e.g. count, sum, mean, min, max) of the chosen field (units or defects) broken down by production line, computed locally from up to 200 supplied manufacturing records, with data-quality indicators. No external data sources or forecasting are involved.

## 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-grouped-numeric-summary-7da787d4/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)