MJos Predictive Model | First manifestation of the Bangel Language

MJ Physics Engineering | Owned and operated by Michael Bangel | Clearwater, Florida

MJOS-20260924-MOANA-YELLOW / Yellow / Review draft

Moana - Visual and measurement blueprints

New project sequence ยท proposed bindings

Vessel and customer records, service jobs, photos, checklists, completion records and backup/restore.

Moana / Yellow

MJos Predictive Model | First manifestation of the Bangel Language
MJ Physics Engineering | Owned and operated by Michael Bangel | Clearwater, Florida

INFORMATION FLOW BLUEPRINT
Moana

Declared source + context
    -> input shape / unit / evidence review
    -> Preserve Unknown versus known zero, photo bytes and provenance; prepare/validate review; commit once against revision and operation identity.
    -> result + explicit status + source reference
    -> independent authority review when an external effect is requested

MEASUREMENT LABELS
- Job: customer + vessel + tasks + revision
- Observation: Unknown(reason) | known(value, unit, time)
- PreparedChange: operation ID + base revision + review
- ServiceReport: observed work, not vessel certification

DIAGRAM RULE
This is a new logical flow, not physical geometry, an approved circuit or a calibrated scale. Existing Yellow picture templates are reference geometry and may conflict with their titles. YP-093 is a known example requiring review. No geometry-to-language equivalence is inferred from a picture alone.

EVIDENCE LIMITS
- Current source was not recovered or inspected in this pass; all build/test assertions are historical task statements.
- Device-local single-operator prototype; shared accounts/cloud sync/scheduling/billing were later work.
- Do not transfer earlier CPU/encryption/rendering benchmark claims into Moana performance claims.
- Native Moana platform not fully activated; recovered presentation/routing contract was reused.
- Report page-break issue remained noted.

Publication is pending owner review. White papers are excluded.

NO COMMERCIAL OR PUBLIC USE PERMITTED