# Prompt Refiner

> Use this tool when you need to refine vague prompts into actionable instructions, solving problems of ambiguous or unclear input that hinder workflow efficiency. It takes vague prompts as input and outputs detailed, structured instructions, adding necessary context and clarity to ensure consistent and high-quality results. Ideal for use cases where prompt engineering is crucial, such as content generation, data processing, or task automation.

Canonical page: https://skillsregistry.net/skills/waleed-2002-prompt-enhancer  
JSON: https://api.skillsregistry.net/v1/skills/waleed-2002-prompt-enhancer

## Description

Transforms vague prompts into detailed, structured, and actionable instructions. Improves the quality of results by automatically adding necessary context and clarity. Streamlines workflows by automating prompt engineering to ensure consistent and high-quality outputs.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-05-20

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-05-20

## Source

- **Source listing:** [Smithery](https://smithery.ai/server/waleed-2002/prompt-enhancer)

## 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": "waleed-2002-prompt-enhancer"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/waleed-2002-prompt-enhancer` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/waleed-2002-prompt-enhancer/pull`

---
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