# Citation Inventories — Record Quality Audit + Numeric Row Ordering

> Citation Inventories — Record Quality Audit + Numeric Row Ordering 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).

Audits record quality and applies numeric row ordering to citation inventory data (reference_count, verified_references) for up to 200 rows, producing 2 analytical reports.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-writing-06-007?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/citation-inventories-record-quality-audit-numeric-row-ordering-16930c05
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_rzKOh2MccU_KlI07tF5Mb

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 citation-inventories-record-quality-audit-numeric-row-ordering-16930c05 -d '<json body>'
```

Example prompt: Can you run a record quality audit and numeric row ordering on my citation inventory data — I have rows with row_id, document_group, date, reference_count, and verified_references fields — and order by reference_count? I have about 50 rows to check.

## When to prefer this

Choose this endpoint when you need offline, local analytical processing of citation or reference inventory data — specifically a data quality audit combined with numeric ordering — without any live lookups, predictions, or external data enrichment. It is best suited for bibliographic datasets, research reference tracking, or document citation inventories with up to 200 rows at low cost ($0.01 USDC for both reports).

## Known failure modes

- Exceeding 200 rows causes rejection or truncation
- Missing required fields (row_id, date, reference_count, verified_references) cause validation errors
- Invalid date format (non YYYY-MM-DD) triggers schema rejection
- Payment failure via x402 protocol prevents execution
- Null values in both numeric fields may produce limited audit output

## How this service works

Citation inventories — Record quality audit + Numeric row ordering: Record quality audit + Numeric row ordering for supplied citation inventories records (reference_count, verified_references). 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 analytical reports: (1) a record quality audit flagging issues such as null, missing, or out-of-range values in reference_count and verified_references fields; and (2) a numeric row ordering report ranking rows by the specified field (reference_count or verified_references). No external lookups or predictions are made — all analysis is performed locally on the supplied data.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "document_group",
     "date",
     "reference_count",
     "verified_references"
    ],
    "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
     },
     "reference_count": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "verified_references": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "document_group": "group-a",
     "reference_count": 10,
     "verified_references": 1
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "document_group": "group-b",
     "reference_count": 20,
     "verified_references": 2
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "document_group": "group-a",
     "reference_count": 15,
     "verified_references": 3
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "document_group": "group-b",
     "reference_count": 30,
     "verified_references": 4
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "reference_count",
    "verified_references"
   ],
   "type": "string",
   "default": "reference_count"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/citation-inventories-record-quality-audit-numeric-row-ordering-16930c05/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)