# KiHustle Multi-Turn Memory Summarizer

> KiHustle Multi-Turn Memory Summarizer 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).

Summarizes multi-turn conversation text into a condensed memory representation for use in AI agents

## Facts

- Endpoint: POST https://kihustle.tech/agents/api/v1/multi-turn-memory-summarizer
- 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-multi-turn-memory-summarizer-6101ed71
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_jDu5sBwWOosw6xIJ3VqAo

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-multi-turn-memory-summarizer-6101ed71 -d '<json body>'
```

Example prompt: Can you summarize this long conversation thread into a compact memory summary so I can keep the context without blowing out the token limit?

## When to prefer this

Choose this endpoint when you need to compress multi-turn conversation history into a memory snapshot for AI agents, particularly when managing context window limits in long-running dialogue systems. It is well-suited for agent pipelines that need to persist conversational context across sessions or steps without passing full raw transcripts.

## Known failure modes

- Empty or missing 'text' field returns an error or trivial output
- Very long input text may be truncated or produce incomplete summaries
- Non-conversational text may produce low-quality or nonsensical summaries
- Network timeouts if the input is extremely large
- Generic {'result':'processed','status':'success'} response may not differentiate error conditions clearly

## How this service works

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## Output

Returns a JSON object with a 'result' field containing the processed summary text and a 'status' field indicating success. The summary condenses the input conversation text into a compact representation suitable for use as agent memory.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "text": {
   "type": "string"
  }
 }
}
```

## 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-multi-turn-memory-summarizer-6101ed71/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)