# 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 2026-10-12).

Infers an advanced JSON schema from a collection of sample data objects

## Facts

- Endpoint: POST https://kihustle.tech/api/v1/schema-infer-advanced?utm_source=zero.xyz
- Price: $0.002/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-12
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/kihustle-schema-infer-advanced-18a71ef1
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_UIUluPX8Rsj1afJramfNw

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-18a71ef1 -d '<json body>'
```

Example prompt: Can you infer the JSON schema from these sample records I have — I'll pass in an array of a few example objects and need back the detected field types and structure.

## When to prefer this

Choose this endpoint when you need automated schema inference from real data samples rather than hand-writing schemas manually. It is particularly useful in data pipeline setup, API documentation, and ETL workflows where the data structure is unknown or undocumented. Prefer this over manual schema writing when you have at least a few representative records available.

## Known failure modes

- Empty samples array returns an error or minimal schema
- Highly inconsistent sample objects may produce ambiguous or overly permissive schema
- Malformed JSON in samples array causes validation error
- Too few samples may result in incomplete type inference
- Very deeply nested objects may not be fully resolved

## 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 containing the inferred schema derived from the provided sample data, with field names, detected types, and structure. The response includes a 'result' field confirming processing and a 'status' field indicating success or failure.

## 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-18a71ef1/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)