# Simulation Caches Duplicate Key Report + IQR Outlier Flags

> Simulation Caches Duplicate Key Report + 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 2026-10-21).

Analyzes supplied simulation cache records to produce a duplicate key report and IQR-based outlier flags for cache_gb or simulation_seconds fields, up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-creative-08-065?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-duplicate-key-report-iqr-outlier-flags-e2e44b89
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_dMZNaURgeciKlth7BIZNH

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-duplicate-key-report-iqr-outlier-flags-e2e44b89 -d '<json body>'
```

Example prompt: Can you check my simulation cache records for duplicate keys and flag any IQR outliers in the cache_gb field? Here are up to 50 rows with row_id, asset_group, date, cache_gb, and simulation_seconds.

## When to prefer this

Choose this endpoint when you need both duplicate key detection and IQR-based statistical outlier flagging on simulation cache records (cache_gb, simulation_seconds) in a single low-cost call. Ideal for data quality audits before pipeline ingestion, when working with up to 200 rows of structured simulation data and needing fast, local analytical results without external data dependencies.

## Known failure modes

- Input array exceeds 200 rows — request will be rejected or truncated
- Missing required fields (row_id, asset_group, date, cache_gb, simulation_seconds) cause validation errors
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- Null values in numeric fields may reduce outlier detection accuracy
- Empty or single-row input may produce trivial or empty reports

## How this service works

Simulation caches — Duplicate key report + IQR outlier flags: Duplicate key report + IQR outlier flags for supplied simulation caches records (cache_gb, simulation_seconds). 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

Returns two independent analytical reports: (1) a duplicate key report identifying records with repeated key combinations, and (2) IQR-based outlier flags for the selected numeric field (cache_gb or simulation_seconds), covering up to 200 input rows. No external lookups or predictions are made — 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",
     "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"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/simulation-caches-duplicate-key-report-iqr-outlier-flags-e2e44b89/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)