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 / Indigo MJos Predictive Model | First manifestation of the Bangel Language MJ Physics Engineering | Owned and operated by Michael Bangel | Clearwater, Florida VERIFICATION AND DISCOVERY RECORD Project: MJ Memory Recall OBSERVED IN THIS PASS - 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. EVIDENCE STATUS Source/document inspection only for this project sequence. No historical test count is restated as a fresh pass. No fresh project runtime suite was executed by authoring this paper. Studio starter checks and library integrity checks, where completed, have their own separately scoped records. NEXT EXECUTABLE ASSERTIONS Check that admitted inputs produce the stated bounded result; missing inputs HOLD; failed permission DENY; stale/duplicate identities do not create a second effect; successful calculation creates no unauthorized action. Expected outcomes must be fixed before running. RESULT PROVENANCE Record test identity, exact source revision, command, environment, expected/actual outcome and transcript hash. Native test code and result evidence remain authoritative. This is a new reconstruction based on the recovered Indigo rules. 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.