MJos Predictive Model | First manifestation of the Bangel Language
New project sequence ยท proposed bindings
Scoped episodic recall and a separate self-healing evaluation seam.
MJ Memory Recall / Blue MJos Predictive Model | First manifestation of the Bangel Language MJ Physics Engineering | Owned and operated by Michael Bangel | Clearwater, Florida PROJECT REFERENCE Scoped episodic recall and a separate self-healing evaluation seam. OBSERVABLE BEHAVIOR - Source package contains recall.bangel and kernel.bangel with validated Python transport and SQLite storage. - Documented associative/trajectory/playbook recall, scoped memory, projection and resource lifecycle. - Catalog reports 1,080 selections and 11,880 actor paths in schematic pixel coordinates. TYPED CONTRACT - Episode: namespace + frame + observed_at + available_at + provenance - Trace: actor + time + coordinates + units - Recall: candidate + score + ambiguity + review - Lifecycle: QUIESCE | SEAL | CHECKPOINT | DETACH | RECLAIM DECISION RULE Return a bounded advisory memory match or HOLD; forecasts never become observations. CONSUMER RULE Read the result status before interpreting its value. Preserve the tenant, project, source version and evidence context. Do not treat a missing record, an unexecuted proposal or a successful computation as an authorized external action. EVIDENCE LIMITS - Catalog dimensions were read from current documentation, not recounted here. - Geometry alone cannot identify an entity; 146 distinct complete assignments documented across the larger catalog. - No user memory import, biological validation or physical memory reclamation claim.