Universal Modular Generation is an experimental modular cognitive architecture for building structured, inspectable AI behavior from composable semantic blocks.
UMG organizes small semantic units into larger governed structures:
MOLT Block → NeoBlock → NeoStack → Sleeve
A Sleeve and explicit Selection/Trigger truth can be compiled deterministically into a RuntimeSpec and Trace. The project emphasizes composability, provenance, inspection, and clear boundaries between semantic definition, runtime state, and execution permission.
- UMG Compiler vNext — the experimental current H4 compiler reference.
- UMG Block Library — curated public H4 block assets, schemas, manifests, and readable references.
- UMG Studio — a working visual Studio v0.1 product line built around the earlier compiler-v0 integration; it is not currently H4-qualified.
- UMG Envoy Agent — a working experimental OpenClaw integration on a legacy compiler boundary; its H4 migration is designed but deferred.
UMG is research software in active development. Repositories may represent current experimental architecture, working legacy applications, or deferred integration designs. They should not be read as production-readiness claims.