BlackHC/llm-strategy

Implements the Strategy Pattern by using LLM responses to satisfy abstract method contracts, with docstrings and type annotations automatically converted into structured prompts. Supports arbitrary dataclass return types and generic type variables, enabling meta-optimization workflows where LLMs iteratively refine hyperparameters based on task performance. Includes hyperparameter tracking and tracing infrastructure for collecting and analyzing LLM decision chains across multiple iterations.

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