# Simulation Caches — Record Quality Audit + Exact Row Deduplication + Trailing Mean Series

> Simulation Caches — Record Quality Audit + Exact Row Deduplication + Trailing Mean Series is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-21).

Runs three analytical reports on simulation cache records: a data quality audit, exact row deduplication, and a trailing moving average series for a chosen numeric field.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-creative-08-216?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-21
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/simulation-caches-record-quality-audit-exact-row-deduplication-5c7cbf69
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_dM0ErllKZpW0Pnikd2Gk_

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 simulation-caches-record-quality-audit-exact-row-deduplication-5c7cbf69 -d '<json body>'
```

Example prompt: Run the three-report analysis on my simulation cache dataset — quality audit, exact deduplication, and a trailing mean for cache_gb with a window of 3 — here are my rows: row-1 on 2026-10-01 for group-a with cache_gb=10 and simulation_seconds=120, row-2 on 2026-10-02 for group-b with cache_gb=20 and simulation_seconds=240, row-3 on 2026-10-03 for group-a with cache_gb=15 and simulation_seconds=180.

## When to prefer this

Choose this endpoint when you need all three of: a data quality audit, exact deduplication, and a rolling/trailing mean series computed together in a single call on simulation cache records (cache_gb, simulation_seconds) with up to 200 rows. It is cost-effective at $0.01 for all three reports simultaneously. Prefer alternatives if you only need one of these operations, need more than 200 rows, require live external data lookups, or need to analyze fields beyond cache_gb and simulation_seconds.

## Known failure modes

- Fewer than 1 row supplied — request rejected
- More than 200 rows supplied — exceeds maximum row limit
- Invalid date format (not YYYY-MM-DD) — row fails schema validation
- Window size smaller than 2 or larger than 200 — parameter rejected
- Field value not one of 'cache_gb' or 'simulation_seconds' — invalid enum
- Null numeric values may reduce trailing mean coverage for those rows
- Missing required fields (row_id, asset_group, date) — row rejected

## How this service works

Simulation caches — Record quality audit + Exact row deduplication + Trailing mean series: Record quality audit + Exact row deduplication + Trailing mean series for supplied simulation caches records (cache_gb, simulation_seconds). 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 flagging missing, null, or malformed values in the input rows; (2) an exact row deduplication report identifying fully duplicate records; and (3) a trailing mean time series for the selected numeric field (cache_gb or simulation_seconds) computed with the specified window size. All three reports are computed locally from 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",
     "cache_gb",
     "simulation_seconds"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "cache_gb": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "asset_group": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "simulation_seconds": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "cache_gb": 10,
     "asset_group": "group-a",
     "simulation_seconds": 1
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "cache_gb": 20,
     "asset_group": "group-b",
     "simulation_seconds": 2
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "cache_gb": 15,
     "asset_group": "group-a",
     "simulation_seconds": 3
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "cache_gb": 30,
     "asset_group": "group-b",
     "simulation_seconds": 4
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "field": {
   "enum": [
    "cache_gb",
    "simulation_seconds"
   ],
   "type": "string",
   "default": "cache_gb"
  },
  "window": {
   "type": "integer",
   "default": 2,
   "maximum": 200,
   "minimum": 2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/simulation-caches-record-quality-audit-exact-row-deduplication-5c7cbf69/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)