# 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 2026-10-22).

Detects anomalies in a numeric time-series array using a sliding window approach with a configurable threshold

## Facts

- Endpoint: POST https://kihustle.tech/api/v1/json-anomaly-window?utm_source=zero.xyz
- Price: $0.002/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-22
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/kihustle-json-anomaly-window-detection-0469ffbd
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_l3iPK_aQdvlTlFT5coY22

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-0469ffbd -d '<json body>'
```

Example prompt: Can you run anomaly detection on this list of numbers [120, 122, 119, 118, 200, 121, 123] using a window size of 3 and a threshold of 2.5?

## When to prefer this

Choose this endpoint when you need a simple, low-cost ($0.002 per call) sliding-window anomaly detection computation on a numeric array without setting up a full data pipeline. Best suited for lightweight, on-demand outlier flagging on small-to-medium numeric sequences where a configurable threshold and window size are sufficient.

## Known failure modes

- Missing or empty 'values' array causes processing failure
- Non-numeric values in the array may cause validation errors
- Window size larger than the input array length may yield no result or an error
- Threshold of zero or negative value may cause unexpected behavior
- Malformed JSON body returns a 400-level error

## 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 the outcome of anomaly processing and a 'status' field confirming success or failure. Specific anomaly positions, scores, or flagged values are not documented in the response schema beyond the generic example.

## 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-0469ffbd/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)