# Refine Prompt

> Use this tool when you need to enhance AI interactions by transforming raw user inputs into structured instructions. It solves problems of ambiguity and unclear requirements in AI prompts, providing a clear and professional input for large language models. The Refine Prompt tool takes in ordinary prompts and outputs engineered instructions with added context and clarity.

Canonical page: https://skillsregistry.net/skills/felippefarias-refine-prompt  
JSON: https://api.skillsregistry.net/v1/skills/felippefarias-refine-prompt

## Description

An MCP server that uses Claude 3.5 Sonnet to transform ordinary prompts into structured, professionally engineered instructions for any LLM. It enhances AI interactions by adding context, requirements, and structural clarity to raw user inputs.

## Trust

- **Trust score (0–1):** 0.94
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/h2v6p7524e)
- **Repository:** <https://github.com/FelippeFarias/refine-prompt>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "felippefarias-refine-prompt"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/felippefarias-refine-prompt` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/felippefarias-refine-prompt/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt