MJ Physics Engineering | Bangel Language | MJos Operating System

Owned and operated by Michael Bangel | Clearwater, Florida

MJPE-COMPLETE-20260925-MJ-MEMORY-KERNEL-BROWN · Brown · Review draft

MJ Memory Kernel Adapters - Observational lifecycle

Source-backed documentary sequence — execution not rerun

MJ Memory Kernel Adapters / Brown

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

OBSERVATIONAL LIFECYCLE

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

ORIGIN AND CANDIDATE

Preserve request, source identity and anticipated context. A proposal or forecast is not an acquired observation.

EVIDENCE INTAKE

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

BOUNDED TRANSFORMATION

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.

RESULT AND RECONCILIATION

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

STATE PROFILE RULE

Identify the applicable R/R0/R1/N1-N9/R2 profile before assigning state labels. Historical R1 meanings differ; lower-case neural r0/r9 is separate from runtime R-states and MjQ states. Preserve the original event, missing prerequisite and each later correction.

REENTRY CHALLENGE

Reject reclaim before a valid checkpoint and checkpoints from another namespace without deleting retained records.

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