# Mesh Budgets Data Quality Suite — Record Audit, Deduplication & IQR Outlier Flags

> Mesh Budgets Data Quality Suite — Record Audit, Deduplication & IQR Outlier Flags is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-17).

Runs three local analytical reports on mesh budget data (triangle_count, vertex_count): a record quality audit, exact row deduplication, and IQR-based outlier detection.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-creative-01-220?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-17
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/mesh-budgets-data-quality-suite-record-audit-deduplication-iqr-f8fab9b5
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_lEIq-RdarMqceEwnDu7E9

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 mesh-budgets-data-quality-suite-record-audit-deduplication-iqr-f8fab9b5 -d '<json body>'
```

Example prompt: Can you audit my mesh budget records for data quality issues, remove any exact duplicate rows, and flag IQR outliers in triangle_count? I have about 50 rows with asset groups like 'characters' and 'props', each with triangle_count and vertex_count values.

## When to prefer this

Choose this endpoint when you need three combined data quality operations on mesh budget records in a single low-cost call: quality auditing, exact deduplication, and IQR outlier detection. Ideal for 3D asset pipelines, game development, or VFX production workflows where triangle and vertex count data must be validated before use. Best for batch datasets up to 200 rows where no external lookups or predictions are needed.

## Known failure modes

- Exceeding 200 rows returns a validation error
- Missing required fields (row_id, date, asset_group, triangle_count, vertex_count) causes row rejection
- Invalid date format (non-YYYY-MM-DD) fails pattern validation
- field enum value not one of 'triangle_count' or 'vertex_count' causes input rejection
- Empty rows array returns an error

## How this service works

Mesh budgets — Record quality audit + Exact row deduplication + IQR outlier flags: Record quality audit + Exact row deduplication + IQR outlier flags for supplied mesh budgets records (triangle_count, vertex_count). 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: (1) a record quality audit identifying incomplete or malformed rows, (2) an exact row deduplication report listing duplicate records, and (3) IQR-based outlier flags for the selected numeric field (triangle_count or vertex_count) across up to 200 input rows. All processing is local with no external lookups.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/mesh-budgets-data-quality-suite-record-audit-deduplication-iqr-f8fab9b5/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)