bradAGI/rulesmith
DSPy searches for a readable rules file: field checks settle the easy cases for free, and a small judge model answers the rest with calibrated confidence. Same accuracy, a fraction of the model calls.
GitHub repository with 10 stars and 3 forks.
Language: Python
Topics: calibration, classification, dspy, gepa, llm, llm-as-judge, mlx, program-synthesis, python, rules-engine