# PrompyAI

> PrompyAI — samouh-waleed-prompyai. Use this tool when you need to optimize prompts for better code search results, as it solves the problem of ineffective or ambiguous prompts by scoring and rewriting them with AI-enhanced context. It takes in user prompts and a codebase as inputs and outputs rewritten prompts with improved accuracy. Ideal for use cases where precise code retrieval is crucial, such as debugging or code reuse.

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

## Description

Context-aware prompt intelligence for Claude CLI that scores prompts against the real codebase and rewrites them with AI-enhanced context.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/pp7re6nym3)
- **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": "samouh-waleed-prompyai"
    }
  }
}
```

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