prompt-decorators

by synaptiai · Python · ★ 40

A standardized framework for enhancing how LLMs process and respond to prompts through composable decorators, featuring an official open standard specification and Python reference implementation. Claude Code plugin and MCP server integration.

#ai#ai-standards#ai-tools#decorators#mcp#mcp-server#prompt-engineering#prompt-templates#specification

Install

pip install git+https://github.com/synaptiai/prompt-decorators.git

Claude Desktop config

Add this to your claude_desktop_config.json:

{
  "mcpServers": {
    "prompt-decorators": {
      "command": "uvx",
      "args": [
        "git+https://github.com/synaptiai/prompt-decorators.git"
      ]
    }
  }
}

From the README

[](LICENSE) [](https://www.python.org/) [](https://synaptiai.github.io/prompt-decorators/) [](https://github.com/astral-sh/ruff) [](https://github.com/synaptiai/prompt-decorators/actions?query=workflow%3A%22Code+Quality+and+Testing%22) [](https://github.com/synaptiai/prompt-decorators/actions?query=workflow%3A%22Documentation%22) [](https://github.com/synaptiai/prompt-decorators/actions?query=workflow%3A%22Publish+to+PyPI%22) **Prompt Decorators is a comprehensive framework that standardizes how prompts for Large Language Models (LLMs) are enhanced, structured, and transformed. This reposito…

Read full README on GitHub →

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