# KiHustle Schema Infer Advanced

> KiHustle Schema Infer Advanced is a paid API for AI agents from kihustle.tech, paid per call via x402, $0.002/call, status unknown (last checked 2026-09-14).

Infers a structured schema from a provided array of sample JSON objects

## Facts

- Endpoint: POST https://kihustle.tech/nexus/api/v1/schema-infer-advanced
- Price: $0.002/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/kihustle-schema-infer-advanced-906e7815
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_0G3kRra_CMoB5aQoMdGOn

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-schema-infer-advanced-906e7815 -d '<json body>'
```

Example prompt: I have a bunch of JSON records from my app's logs — can you infer the schema from these samples and tell me the field names and types?

## When to prefer this

Choose this endpoint when you have a collection of real JSON records and need to automatically discover their schema structure without manually inspecting each field. It is suited for data pipeline setup, API reverse-engineering, or data modeling tasks where sample data is available but schema documentation is absent.

## Known failure modes

- Empty or missing samples array returns an error
- Samples with deeply inconsistent types may produce ambiguous schema output
- Malformed JSON objects in the samples array may cause processing failure
- Overly large sample arrays may exceed payload limits

## 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 result and status fields indicating the inferred schema processing outcome. The result field contains the processed schema inference, and status confirms success or failure of the operation.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "samples": {
   "type": "array",
   "items": {
    "type": "object",
    "additionalProperties": true
   }
  }
 }
}
```

## 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-schema-infer-advanced-906e7815/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)