kaoyan-math-core

You can track mistakes and build a knowledge graph for Kaoyan math by using MemOS integration to persist user context, mistake history, and knowledge cards. This centralizes error tracking and generates adaptive learning paths.

Cross-subject knowledge linking connects mathematics knowledge points with electronics subjects. It manages knowledge graph relations to support holistic study plans and generate adaptive learning paths across different subjects.

To initialize learning context management for Kaoyan math, load the user context from MemOS and initialize the core coordination layer. This sets up dispatch signal handling and unified error tracking for your study workflow.

MemOS is not strictly required to function. The coordination layer implements modular MemOS integration and provides safe fallbacks when MemOS is unavailable, ensuring continuous dispatch signal processing and knowledge-point relations.

Dispatch signals trigger sub-skills for notes and structure through centralized orchestration. The coordination layer handles these signals to coordinate end-to-end workflows across modules and maintain persistent learning context.

A limitation of using MemOS for persistent math mistake history is relying on its availability. However, the core coordination layer implements safe fallbacks when MemOS is unavailable to maintain basic dispatch signals and knowledge-point relations.