MJ Physics Engineering | Bangel Language | MJos Operating System

Owned and operated by Michael Bangel | Clearwater, Florida

MJPE-COMPLETE-20260925-MJ-MEMORY-KERNEL-PINK · Pink · Review draft

MJ Memory Kernel Adapters - Gateway, lifecycle and evidence

Source-backed documentary sequence — execution not rerun

MJ Memory Kernel Adapters / Pink

MJ Physics Engineering | Bangel Language | MJos Operating System
Owned and operated by Michael Bangel | Clearwater, Florida

PURPOSE AND PROJECT PLACEMENT

Local episodic lifecycle, checkpoints, recovery and candidate evaluation executed through Bangel, JP admission and Joanna.

IDENTITY AND RELATIONSHIPS

Component of MJ Memory Recall, with non-installing update assessment.

REQUEST TO RESULT

IF
A memory operation addresses an explicit namespace, frame, generation and allowed lifecycle transition.

HOW

Apply Bangel transition/access rules through Elsa, independent JP admission and Joanna; bind stored evidence to checkpoints, retain prior generations and assess updates using held-out evidence.

THEN

Return a lifecycle receipt or non-installing update assessment. No stage is skipped, old ID reused or model automatically installed.

RELEASE REQUIREMENT

Bind inputs, decisions and results to the exact source profile. Preserve reproducible procedure, expected behavior, observed outcome and reviewer. Documentary completion does not substitute for implementation or execution evidence.

DISCOVERY NAMES

Self-healing kernel adapter; MJ-Memory-Update/0.1.0
These names aid search; current compiler naming remains Elsa.

SOURCE STATUS AND LIMITS

Current source inspected; these documentary bindings do not report newly executed software or physical tests.
Recovered status: implementation_source.
Not a bootable operating-system kernel or automatic model installer.

SOURCE REFERENCES

- plugins/mj_memory_recall/docs/KERNEL.md · line 1
https://github.com/Mjos23/bangel-language/blob/229548f13a4856455b3d30d408cf845fb5b557fc/plugins/mj_memory_recall/docs/KERNEL.md#L1
- plugins/mj_memory_recall/docs/KERNEL.md · line 19
https://github.com/Mjos23/bangel-language/blob/229548f13a4856455b3d30d408cf845fb5b557fc/plugins/mj_memory_recall/docs/KERNEL.md#L19

SOURCE LINKS

NO COMMERCIAL OR PUBLIC USE PERMITTED