MJos Predictive Model | First manifestation of the Bangel Language

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

MJOS-20260924-BANGEL-LANGUAGE-RAINBOW / Rainbow / Review draft

Bangel Language - Cross-system expression

New project sequence ยท proposed bindings

Typed measurement authoring through Elsa, independent JP admission and Joanna execution.

Bangel Language / Rainbow

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

CROSS-SYSTEM PATH
Human purpose -> MJ scope -> Bangel expression -> Elsa compilation -> JP admission -> Joanna execution evidence -> applicable independent review -> bounded result.

PROJECT ADAPTER
Typed measurement authoring through Elsa, independent JP admission and Joanna execution.
- Unknown[T] distinct from zero
- Quantity: magnitude + unit
- ProgramIdentity: source and toolchain version
- Receipt: status + outputs + provenance

ADAPTER OBLIGATIONS
Source and inputs satisfy the versioned admitted language contract.
Preserve type/unit/missingness, compile with Elsa, independently admit JP and execute with Joanna under limits.
Return a receipt with PASS/HOLD and evidence; host effects require independent authorization.

RELATIONSHIP STATUS
These links describe a proposed integration unless the cited source explicitly implements it. In particular, grouping BarTide or Moana under the MJos model does not prove an installed Bangel runtime in those products. Preserve type, clock, tenant and evidence provenance across every boundary.

EVIDENCE LIMITS
- Fresh package execution was not performed here; README test counts refer to named prior candidates.
- Complete GIN lifecycle, all formula conversion and 189 Purple/Yellow relationship meanings remain open per source documentation.
- Do not conflate compilation PASS with permission to act.

Publication is pending owner review. White papers are excluded.

NO COMMERCIAL OR PUBLIC USE PERMITTED