# Render Jobs Data Quality Suite: Record Audit + Deduplication + Category Frequencies

> Render Jobs Data Quality Suite: Record Audit + Deduplication + Category Frequencies 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 analytical reports on render job records — record quality audit, exact row deduplication, and category frequency counts — against up to 200 supplied rows of render job data.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-creative-02-212?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/render-jobs-data-quality-suite-record-audit-deduplication-category-ffda6f8d
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_B4s-z9yLKXvkSk-syC4Md

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 render-jobs-data-quality-suite-record-audit-deduplication-category-ffda6f8d -d '<json body>'
```

Example prompt: Can you run a quality audit, exact deduplication check, and category frequency breakdown on these render job records — I have fields like row_id, asset_group, date, render_seconds, and sample_count for up to 200 rows?

## When to prefer this

Choose this endpoint when you need three standard data-quality operations (record audit, exact deduplication, and category frequencies) on render job records in a single call for a flat $0.01 fee. It is ideal for pre-processing render job datasets before downstream analytics or handoff, and when you need a quick profiling pass without setting up local tooling. Prefer alternatives if you need predictive analytics, live lookups, fuzzy deduplication, or more than 200 rows per call.

## Known failure modes

- Rows array is empty or missing — validation error returned
- More than 200 rows submitted — request rejected with item limit error
- Required fields (row_id, asset_group, date, render_seconds, sample_count) missing from one or more rows — schema validation failure
- Date field does not match YYYY-MM-DD pattern — schema rejection
- Payment of 0.01 USDC not completed via x402 protocol — 402 Payment Required response
- Numeric values outside allowed range (-1e12 to 1e12) — schema rejection

## How this service works

Render jobs — Record quality audit + Exact row deduplication + Category frequencies: Record quality audit + Exact row deduplication + Category frequencies for supplied render jobs records (render_seconds, sample_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 malformed, null, or out-of-range values across the render job fields; (2) an exact row deduplication report flagging identical records; and (3) category frequency counts showing how often each asset_group value appears across the supplied rows. All analysis is performed locally against the supplied data with no external lookups.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/render-jobs-data-quality-suite-record-audit-deduplication-category-ffda6f8d/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)