# Vimmerse Refine Text Prompt

> Vimmerse Refine Text Prompt is a paid API for AI agents from agents.vimmerse.net, paid per call via MPP, price unknown, status unknown (last checked 2026-10-31).

Improves and enhances a raw text prompt to make it more effective for AI image or video generation.

## Facts

- Endpoint: POST https://agents.vimmerse.net/v2/text/refine-prompt?utm_source=zero.xyz
- Price: price unknown
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-31
- Activations on Zero: 0
- Provider: agents.vimmerse.net
- Website: https://agents.vimmerse.net
- Canonical page: https://www.zero.xyz/c/agents-vimmerse-net-vimmerse-refine-text-prompt-b49ac52b
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_jOi-MTb0l6ISr0_jRFdGs

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 agents-vimmerse-net-vimmerse-refine-text-prompt-b49ac52b -d '<json body>'
```

Example prompt: Can you refine this prompt I'm about to use for image generation — 'Nike shoes on colorful background' — and give me an improved version that will produce better results?

## When to prefer this

Use this endpoint when you have a rough or simple text prompt and want to improve its quality before passing it to an image or video generation endpoint. It is especially useful as a preprocessing step in automated media generation pipelines where prompt quality directly affects output quality. Prefer this over manually crafting prompts when the user's input is brief, vague, or lacks descriptive detail.

## Known failure modes

- Empty or too-short prompt triggers validation error due to minLength:1 constraint
- Missing API key returns 401 unauthorized
- Rate limiting or quota exhaustion returns 429 or payment-related error
- Extremely long or malformed prompt strings may return 400 bad request
- Network timeout if response takes longer than expected

## How this service works

Improves the supplied **`prompt`** for image/video generation.

```python
import requests

r = requests.post(
    "https://api.vimmerse.net/v2/text/refine-prompt",
    headers={"X-Api-Key": "YOUR_API_KEY", "Content-Type": "application/json"},
    json={"prompt": "Nike shoes on colorful background"},
    timeout=60,
)
print(r.json())
```

## Output

A refined, enhanced version of the input prompt as a string, optimized for use in AI image or video generation pipelines. The improved prompt typically contains more descriptive language, better composition cues, style references, and technical generation hints compared to the original.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "title": "RefinePromptRequest",
 "required": [
  "prompt"
 ],
 "properties": {
  "prompt": {
   "type": "string",
   "title": "Prompt",
   "minLength": 1,
   "description": "Prompt to refine."
  }
 },
 "description": "Request body for POST /v2/text/refine-prompt."
}
```

## Response schema (JSON Schema)

```json
{
 "type": "string",
 "title": "Response Generate Refined Prompt V2 Text Refine Prompt Post"
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/agents-vimmerse-net-vimmerse-refine-text-prompt-b49ac52b/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from agents.vimmerse.net](https://www.zero.xyz/host/agents.vimmerse.net/llms.txt)