010 GitHub stars
02Semantic deduplication of knowledge points, tools, and processes
03Identification of core profile candidates for personality-level AI alignment
04Automated signal distribution from temporary buffers to domain-specific files
05Safe-state management with pre-flight checks and automatic buffer clearing
06Cognitive state tracking with automatic status upgrades (e.g., partial to mastered)