# Simulation Caches — Record Quality Audit + String Normalisation + Equal-Width Histogram

> Simulation Caches — Record Quality Audit + String Normalisation + Equal-Width Histogram 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).

Runs three analytical reports on supplied simulation cache records: a record quality audit, string normalisation, and an equal-width histogram over cache_gb or simulation_seconds fields.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-creative-08-202?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-record-quality-audit-string-normalisation-equal-46154a75
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_tipVwSXL0tnDe228Mz3MB

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-string-normalisation-equal-46154a75 -d '<json body>'
```

Example prompt: Can you audit the quality of my simulation cache records, normalise the strings, and build a 10-bin equal-width histogram on the cache_gb field? Here are the rows: row-1 on 2026-10-01, group-a, cache_gb=10, simulation_seconds=120; row-2 on 2026-10-02, group-b, cache_gb=20, simulation_seconds=240; row-3 on 2026-10-03, group-a, cache_gb=15, simulation_seconds=180.

## When to prefer this

Choose this endpoint when you need all three analytical operations — record quality audit, string normalisation, and equal-width histogram — on simulation cache data (cache_gb, simulation_seconds) in a single cheap call. It is ideal for batch QA workflows on up to 200 rows where no live data lookup, prediction, or external action is needed. Prefer alternatives if you need only one of the three reports, require more than 200 rows, or need real-time enrichment from external sources.

## Known failure modes

- More than 200 rows submitted — request will be rejected or truncated
- Invalid date format (not YYYY-MM-DD) causes row-level validation errors
- Bins value outside 1–30 range returns a validation error
- Missing required fields (row_id) causes row rejection
- Numeric values outside ±1,000,000,000,000 are rejected
- Empty rows array returns an error

## How this service works

Simulation caches — Record quality audit + String normalisation + Equal-width histogram: Record quality audit + String normalisation + Equal-width histogram 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 completeness, nulls, and anomalies across the supplied rows; (2) a string normalisation report standardising text fields such as asset_group; and (3) an equal-width histogram over the selected numeric field (cache_gb or simulation_seconds) with the specified number of bins. All reports are computed locally from the supplied data with no external lookups.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "bins": {
   "type": "integer",
   "default": 5,
   "maximum": 30,
   "minimum": 1
  },
  "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-record-quality-audit-string-normalisation-equal-46154a75/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)