# prompt-optimizer

> prompt-optimizer — nivlewd1-prompt-optimizer. Use this tool when you need to optimize prompts for better performance, particularly in applications requiring real-time streaming and pattern-based enhancement. It solves problems related to inefficient prompt processing and session management, providing comprehensive capabilities for enhanced productivity. Ideal for use cases involving high-performance computing and version control via git.

Canonical page: https://skillsregistry.net/skills/nivlewd1-prompt-optimizer  
JSON: https://api.skillsregistry.net/v1/skills/nivlewd1-prompt-optimizer

## Description

MCP Server that offers high-performance prompt optimization server with real-time streaming, pattern-based enhancement, and comprehensive session management capabilities.

## Trust

- **Trust score (0–1):** 0.88
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** ai-ml
- **Updated:** 2026-09-20

## Source

- **Source listing:** [GitHub](https://github.com/nivlewd1/prompt-optimizer)

## 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": "nivlewd1-prompt-optimizer"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/nivlewd1-prompt-optimizer` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/nivlewd1-prompt-optimizer/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