Prompt Decorators
by synaptiai
Prompt Decorators is a comprehensive framework that standardizes how prompts for Large Language Models (LLMs) are enhanced, structured, and transformed. It provides a systematic approach to modifying AI behavior through simple, composable annotations.
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What is Prompt Decorators?
Prompt Decorators introduces a standardized annotation system that allows users to modify LLM behavior through simple, composable decorators. It provides a formal standard that defines decorator syntax, behavior, and extension mechanisms, along with a production-ready Python reference implementation.
How to use Prompt Decorators?
Install the package using pip install prompt-decorators
. Load decorator definitions using pd.load_decorator_definitions()
. Create a decorator instance using pd.create_decorator_instance()
. Apply the decorator to a prompt using decorator.apply(prompt)
. Refer to the official documentation for detailed examples.
Key features of Prompt Decorators
Registry-based decorator management
Parameter validation and type checking
Decorator versioning
Compatibility checking
Documentation generation
Dynamic loading
Runtime decorator discovery
Use cases of Prompt Decorators
Crafting prompts for specific reasoning patterns
Structuring outputs in particular formats
Ensuring consistent responses across different models
Integrating with Model Context Protocol (MCP) for desktop AI applications
FAQ from Prompt Decorators
What problem does Prompt Decorators solve?
What problem does Prompt Decorators solve?
It addresses the inconsistency, verbosity, cognitive overhead, lack of composability, and undocumented behavior in current prompt engineering approaches.
What is the Prompt Decorators Specification?
What is the Prompt Decorators Specification?
It is a formal standard that defines decorator syntax, behavior, and extension mechanisms.
How do I install Prompt Decorators?
How do I install Prompt Decorators?
You can install it using pip install prompt-decorators
.
What is the MCP Server integration?
What is the MCP Server integration?
It enables prompt decorator functionality in tools like Claude Desktop.
Where can I find more detailed documentation?
Where can I find more detailed documentation?
You can find it at https://synaptiai.github.io/prompt-decorators/