# Form Inventories — Record Quality Audit + String Normalisation + Secondary-Measure Weighted Mean

> Form Inventories — Record Quality Audit + String Normalisation + 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).

Runs three analytical reports on form inventory data: a record quality audit, string normalisation, and a secondary-measure weighted mean, for up to 200 rows of field_count and labelled_fields data.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-web-21-205?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/form-inventories-record-quality-audit-string-normalisation-secondary-5edb7487
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_roobqDFc1XweOoiiLB-fW

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 form-inventories-record-quality-audit-string-normalisation-secondary-5edb7487 -d '<json body>'
```

Example prompt: Can you run a record quality audit, string normalisation, and weighted mean report on my form inventory data — I have 4 rows with site groups 'group-a' and 'group-b', field_count values like 10, 20, 15, 30, and labelled_fields values 1, 2, 3, 4, dated from 2026-10-01 to 2026-10-04, using field_count as the primary field?

## When to prefer this

Choose this endpoint when you need a bundled three-in-one analytical pass on form inventory records — combining quality auditing, string normalisation, and weighted mean computation — in a single cost-efficient call. It is ideal for offline batch analysis of up to 200 rows without requiring external lookups or live data connections. Prefer it over single-purpose endpoints when you need all three report types simultaneously on the same dataset.

## Known failure modes

- Submitting more than 200 rows returns an error
- Missing required fields (row_id, date, field_count, labelled_fields) cause validation failure
- Invalid date format (not YYYY-MM-DD) triggers a pattern mismatch error
- Numeric fields outside allowed range cause schema rejection
- Empty rows array rejected (minItems: 1)
- Payment failure via x402 protocol blocks the request

## How this service works

Form inventories — Record quality audit + String normalisation + Secondary-measure weighted mean: Record quality audit + String normalisation + Secondary-measure weighted mean for supplied form inventories records (field_count, labelled_fields). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.

## Output

Returns three independent analytical reports for the submitted form inventory rows: (1) a record quality audit flagging data issues, (2) string-normalised versions of string fields, and (3) a secondary-measure weighted mean computed from the supplied numeric fields (field_count or labelled_fields). All analysis is local with no external lookups.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/form-inventories-record-quality-audit-string-normalisation-secondary-5edb7487/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)