# KiHustle Markov Chain Transition Simulator

> KiHustle Markov Chain Transition Simulator is a paid API for AI agents from kihustle.tech, paid per call via x402, $0.002/call, status unknown (last checked 2026-10-13).

Simulates a Markov chain by stepping through a transition matrix from a given start state for a specified number of steps

## Facts

- Endpoint: POST https://kihustle.tech/nexus/api/v1/markov-chain-transition?utm_source=zero.xyz
- Price: $0.002/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-13
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/kihustle-markov-chain-transition-simulator-904c8858
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_ZA7P5yHmdW_agEgg1g0fm

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-markov-chain-transition-simulator-904c8858 -d '<json body>'
```

Example prompt: Run a Markov chain simulation starting at state 0 for 10 steps using this 3x3 transition matrix: [[0.7, 0.2, 0.1], [0.3, 0.5, 0.2], [0.1, 0.4, 0.5]].

## When to prefer this

Use this endpoint when you need a quick, pay-per-call Markov chain simulation without setting up your own probabilistic modeling library. Ideal for agents that occasionally need stochastic state-transition computations without maintaining persistent infrastructure. Not suited for large-scale batch simulations or when you need the full state-path history rather than a summary result.

## Known failure modes

- Invalid matrix dimensions (non-square or mismatched rows/columns)
- Row probabilities in the transition matrix do not sum to 1
- start_state index out of bounds for the given matrix size
- steps value is zero or negative
- Malformed JSON input causing a 400 error
- Payment failure due to insufficient USDC balance

## 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 simulation outcome and a 'status' field confirming success. The exact state path or final state is returned under 'result'.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "steps": {
   "type": "integer"
  },
  "matrix": {
   "type": "array",
   "items": {
    "type": "array",
    "items": {
     "type": "number"
    }
   }
  },
  "start_state": {
   "type": "integer"
  }
 }
}
```

## 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-markov-chain-transition-simulator-904c8858/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)