# io.github.LumabyteCo/clarifyprompt

> Use this tool when you need to optimize AI prompts for various platforms, solving issues of inconsistent or unclear responses across different categories. It supports 58+ platforms, allowing for customized integration and improved output accuracy. By using this tool, you can refine your prompts to achieve better results in multiple contexts, from general inquiries to specific tasks.

Canonical page: https://skillsregistry.net/skills/io-github-lumabyteco-clarifyprompt  
JSON: https://api.skillsregistry.net/v1/skills/io-github-lumabyteco-clarifyprompt

## Description

AI prompt optimization for 58+ platforms across 7 categories with custom platforms

## Trust

- **Trust score (0–1):** 0.58
- **Verification tier:** scanned
- **Last scanned:** 2026-08-23

## Facts

- **Version:** 1.1.3
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-23

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.LumabyteCo%2Fclarifyprompt)
- **Repository:** <https://github.com/LumabyteCo/clarifyprompt-mcp>

## 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": "io-github-lumabyteco-clarifyprompt"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-lumabyteco-clarifyprompt` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-lumabyteco-clarifyprompt/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