Learning Context

Core module for managing learning context (memory -> LOs, prior cases, knowledge gaps, feedback preferences)

Setup

Learning Context Management

Core module for managing student learning context and history

The system needs to track and handle student information for personalised education.

This module handles: * Tracking learning objectives * Managing case history * Monitoring knowledge gaps * Customizing feedback preferences

and finally: * Context persistence

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CategoryProgress

 CategoryProgress (category:__main__.LearningCategory,
                   completed_goals:List[__main__.SmartGoal]=<factory>,
                   total_goals:int=0)

Progress tracking for a category

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SmartGoal

 SmartGoal (id:str, category:__main__.LearningCategory,
            original_input:str, smart_version:str, specialty:str,
            setting:str, created_at:datetime.datetime,
            completed_at:Optional[datetime.datetime]=None)

SMART learning goal

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RotationContext

 RotationContext (specialty:str, setting:str)

Clinical rotation context

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LearningCategory

 LearningCategory (value, names=None, module=None, qualname=None,
                   type=None, start=1)

Main learning categories

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LearningContext

 LearningContext (context_path:Optional[pathlib.Path]=None)

*Manages learning context and goal tracking.

This class handles: - Rotation context management - SMART goal tracking - Progress monitoring by category - Context persistence*

Tests