# Mesh Budgets Data Quality Suite: Record Audit + Deduplication + Numeric Distribution

> Mesh Budgets Data Quality Suite: Record Audit + Deduplication + 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 2026-10-17).

Runs three local analytical reports on mesh budget records — record quality audit, exact row deduplication, and numeric distribution — for triangle_count and vertex_count fields.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-creative-01-210?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-numeric-038cc598
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_2cFmABJPS8tAeLDsoEdJ_

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-numeric-038cc598 -d '<json body>'
```

Example prompt: Can you run a record quality audit, exact row deduplication, and numeric distribution analysis on my mesh budget data — here are up to 200 rows with triangle_count and vertex_count values — and focus the distribution report on triangle_count?

## When to prefer this

Choose this endpoint when you have up to 200 mesh budget records and need all three of: data quality auditing, exact duplicate detection, and numeric distribution profiling in a single low-cost call. Ideal for 3D asset pipeline validation workflows where triangle_count and vertex_count data integrity matters. Prefer this over generic data profiling tools when the schema matches mesh budget records exactly and you want bundled local analytics without any external API calls or predictions.

## Known failure modes

- More than 200 rows submitted — exceeds maximum row limit
- Missing required fields (row_id, asset_group, date, triangle_count, vertex_count) cause validation errors
- Invalid date format (not YYYY-MM-DD) rejected by pattern validation
- Numeric values outside allowed range (-1e12 to 1e12) rejected
- Invalid field enum value (only 'triangle_count' or 'vertex_count' accepted)
- Empty rows array rejected (minItems: 1)
- Payment not included or insufficient USDC balance causes x402 rejection

## How this service works

Mesh budgets — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution 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

Three independent analytical reports: (1) a record quality audit flagging missing, malformed, or out-of-range values; (2) an exact row deduplication report identifying duplicate records; (3) a numeric distribution summary (e.g. min, max, mean, percentiles) for the selected field (triangle_count or vertex_count). All computed locally from the supplied rows 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-numeric-038cc598/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)