Core Semantic Kernel™v4.3
Production-grade semantic core: normalize many languages to USG and reconstruct into idioms
Core Concepts & Related Docs
Explore core CSKernel™ concepts alongside related docs in one place.
Universal Semantic Graph
Language-independent graph representation of program semantics
Semantic Abstract Machine
An abstract machine that executes and verifies semantic preservation of the USG step by step
Semantic Atoms
Minimal semantic units with 134 atomic motifs in 12 categories
Visualization Standards
Visual conventions and color token system for USG and atomic motifs
System Architecture
Projection/reconstruction pipeline and marker separation policy
Topaz
Independent language used for CSKernel™ implementation and verification
Overlay Classes
Alignment Candidate
Outside rules but potentially alignable boundary candidate
Structural Exception
Hard to converge; visually separated structure
Unsupported/Unknown
Unsupported or unknown areas in current version
v4.3 Highlights
Summary of conceptual changes per latest docs
Representative Motifs
Versioned catalog (not fixed list)
Overlay Classes
Boundary cases classified as A/B/C classes
SAM Verification
Step-by-step semantic preservation execution and review
Visualization Standards
Greek letter IDs and data skeleton