# KiHustle Prompt Compressor (Semantic)

> KiHustle Prompt Compressor (Semantic) is a paid API for AI agents from kihustle.tech, paid per call via x402, $0.002/call, status unknown (last checked 2026-10-10).

Semantically compresses a text prompt to reduce token usage while preserving meaning

## Facts

- Endpoint: POST https://kihustle.tech/bot-bazaar/api/v1/prompt-compressor-semantic?utm_source=zero.xyz
- Price: $0.002/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-10
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/kihustle-prompt-compressor-semantic-37b1d89c
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_pHNd3ycYeLeDEeqZhcgJZ

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-prompt-compressor-semantic-37b1d89c -d '<json body>'
```

Example prompt: Can you semantically compress this prompt so it uses fewer tokens but still means the same thing: 'You are an expert financial analyst who has worked at top-tier investment banks for over 20 years and your task is to carefully evaluate the following quarterly earnings report and provide a thorough, detailed, and nuanced analysis'?

## When to prefer this

Choose this endpoint when you need to reduce the token footprint of an LLM prompt for cost savings or context-window fitting, and you want semantic compression (meaning-preserving) rather than simple truncation or keyword extraction. Particularly useful in automated pipelines where the same prompt template is called many times at scale.

## Known failure modes

- Empty or missing 'text' field returns an error or empty result
- Extremely short inputs may return unchanged or minimally modified text
- Very long inputs may hit undocumented size limits
- Vague or ambiguous inputs may yield poorly compressed output
- Generic response schema makes it difficult to detect subtle compression failures

## 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 containing the semantically compressed version of the input text, and a 'status' field confirming success. The compressed output preserves the semantic meaning of the original prompt while reducing its length and token count.

## 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-prompt-compressor-semantic-37b1d89c/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)