prompt-decorators

About prompt-decorators

Prompt Decorators Prompt Decorators is a comprehensive framework that standardizes how prompts for Large Language Models (LLMs) are enhanced, structured, and transformed. This repository contains both the official Prompt Decorators Specification and its complete Python reference implementation. [Documentation](https://synapt

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

Quick Facts

Stars	40
Forks	10
Language	Python
Category	MCP Server
License	Apache-2.0
Quality Score	65.3114448920532/100
Last Updated	2026-05-13
Created	2025-02-28
Platforms	claude-code, mcp, python
Est. Tokens	~788k

Compatible Skills

These tools work well together with prompt-decorators for enhanced workflows:

claude-skill-prompt-architect — semantic(0.19)+complementary+same_lang+similar_pop+shared_platform (52%)
lilypad — semantic(0.18)+complementary+same_lang+similar_pop+shared_platform (51%)
banks — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (51%)
Compiler — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (51%)

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Frequently Asked Questions

What is prompt-decorators?

prompt-decorators is 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. Cla. It is categorized as a MCP Server with 40 GitHub stars.

What programming language is prompt-decorators written in?

prompt-decorators is primarily written in Python. It covers topics such as ai, ai-standards, ai-tools.

How do I install or use prompt-decorators?

You can find installation instructions and usage details in the prompt-decorators GitHub repository at github.com/synaptiai/prompt-decorators. The project has 40 stars and 10 forks, indicating an active community.

What license does prompt-decorators use?

prompt-decorators is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

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