# PrompyAI

> Use this tool when you need to optimize prompts for AI models, as it evaluates and rewrites prompts based on project context, including file paths and tech stack, to improve specificity, clarity, and relevance. It solves problems of inefficient or misleading prompts, and provides scored evaluations and rewritten prompts as output. Ideal for use in coding projects with Claude Code and Claude Desktop integrations.

Canonical page: https://skillsregistry.net/skills/prompyai  
JSON: https://api.skillsregistry.net/v1/skills/prompyai

## Description

Automatically evaluates prompts against project context including file paths, symbols, session history, and tech stack. Scores across four dimensions (specificity, context completeness, task clarity, file anchoring) and generates AI-enhanced rewrites grounded in real project structure. Supports Claude Code and Claude Desktop with zero configuration.

## Trust

- **Trust score (0–1):** 0.97
- **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:** [PulseMCP](https://www.pulsemcp.com/servers/prompyai)
- **Repository:** <https://github.com/samouh-waleed/prompyai>

## 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": "prompyai"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/prompyai` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/prompyai/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