# KiHustle JSON Anomaly Window Detection

> KiHustle JSON Anomaly Window Detection is a paid API for AI agents from kihustle.tech, paid per call via x402, $0.002/call, status unknown (last checked 2026-09-13).

Detects anomalies within a sliding window of numeric values using a configurable threshold

## Facts

- Endpoint: POST https://kihustle.tech/nexus/api/v1/json-anomaly-window
- Price: $0.002/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-13
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/kihustle-json-anomaly-window-detection-3d52858e
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_o8jR8HEvkSZSsBgKwsOBk

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 kihustle-json-anomaly-window-detection-3d52858e -d '<json body>'
```

Example prompt: Check this array of sensor readings [12.1, 12.3, 45.9, 12.0, 11.8, 13.2, 46.1] for anomalies using a window of 3 and a threshold of 2.5.

## When to prefer this

Choose this endpoint when you need lightweight, low-latency anomaly detection on a numeric array using a sliding window approach and you want a simple pass/fail or flagged-result output. It is cost-effective at $0.002 per call for periodic monitoring tasks or embedded anomaly checks in automation pipelines. Prefer it over heavier ML-based anomaly detection services when you have a clear threshold value and a well-defined window size.

## Known failure modes

- Missing or empty 'values' array returns an error or undefined behavior
- Non-integer 'window' value may cause validation failure
- Window size larger than the values array may produce no meaningful result
- Threshold not provided may fall back to a default or cause a processing error
- Network timeout on large arrays

## How this service works

Kostenlose Guides, Solo-Playbooks und Artikel zu KI, Automation und Side Hustles — für Menschen, die mit echten Systemen online Einkommen aufbauen wollen. Transparent finanziert über faire Affiliate-Links.

## Output

Returns a JSON object with a 'result' field indicating whether anomalies were found and a 'status' field confirming successful processing. Specific flagged indices or values are implied by the result field.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "values": {
   "type": "array",
   "items": {
    "type": "number"
   }
  },
  "window": {
   "type": "integer"
  },
  "threshold": {
   "type": "number"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "result": "processed",
  "status": "success"
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/kihustle-json-anomaly-window-detection-3d52858e/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from kihustle.tech](https://www.zero.xyz/host/kihustle.tech/llms.txt)