# Simulation Caches Duplicate Key Report + Secondary-Measure Weighted Mean

> Simulation Caches Duplicate Key Report + Secondary-Measure Weighted Mean is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-22).

Analyzes up to 200 simulation cache records to produce two local reports: a duplicate key report and a secondary-measure weighted mean for cache_gb or simulation_seconds fields.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-creative-08-067?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-22
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/simulation-caches-duplicate-key-report-secondary-measure-weighted-mean-8a400d07
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_JB8ONFuM9lnXNtmAhFnx5

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-secondary-measure-weighted-mean-8a400d07 -d '<json body>'
```

Example prompt: Check my simulation cache records for duplicate row IDs and calculate the weighted mean for cache_gb — here are my 4 rows: row-1 group-a 2026-10-01 cache_gb=10 sim_seconds=1, row-2 group-b 2026-10-02 cache_gb=20 sim_seconds=2, row-3 group-a 2026-10-03 cache_gb=15 sim_seconds=3, row-4 group-b 2026-10-04 cache_gb=30 sim_seconds=4.

## When to prefer this

Choose this endpoint when you need both duplicate key detection and weighted mean computation on simulation cache records (cache_gb, simulation_seconds) in a single low-cost call. Ideal when data is already on hand (no live lookup needed), the dataset is under 200 rows, and you want two analytical reports for $0.01 USDC without external API dependencies.

## Known failure modes

- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, date, cache_gb, simulation_seconds, asset_group) on any row — validation error
- Invalid date format (must be YYYY-MM-DD) — schema validation failure
- Numeric values outside allowed range (-1e12 to 1e12) — rejected
- All numeric values null for the selected field — weighted mean cannot be computed
- Empty rows array — no data to process

## How this service works

Simulation caches — Duplicate key report + Secondary-measure weighted mean: Duplicate key report + Secondary-measure weighted mean 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 reports: (1) a duplicate key report identifying rows with repeated identifiers across the supplied simulation cache records, and (2) a weighted mean calculation for the selected numeric field (cache_gb or simulation_seconds) using a secondary-measure weighting. Both 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"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/simulation-caches-duplicate-key-report-secondary-measure-weighted-mean-8a400d07/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)