# Promptheus

> Use this tool when you need to refine and optimize prompts for large language models, as it solves the problem of suboptimal input quality by providing adaptive questioning and support for multiple LLM backends, taking in raw prompts and outputting refined, high-quality inputs for improved model performance. It accepts user-generated prompts as input and returns refined prompts, making it ideal for applications requiring precise and effective language model interaction. Use Promptheus to streamline your workflow and improve the accuracy of your AI-powered projects.

Canonical page: https://skillsregistry.net/skills/io-github-abhichandra21-promptheus  
JSON: https://api.skillsregistry.net/v1/skills/io-github-abhichandra21-promptheus

## Description

AI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)

## Trust

- **Trust score (0–1):** 0.00
- **Verification tier:** scanned
- **Last scanned:** 2026-08-24

## Facts

- **Version:** 0.3.1
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-24

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.abhichandra21%2Fpromptheus)
- **Repository:** <https://github.com/abhichandra21/Promptheus.git>

## 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-abhichandra21-promptheus"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-abhichandra21-promptheus` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-abhichandra21-promptheus/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