MJ Physics Engineering | Bangel Language | MJos Operating System

Owned and operated by Michael Bangel | Clearwater, Florida

MJPE-COMPLETE-20260925-BANGEL-LEVERAGE-ANALYST-GREY · Grey · Review draft

Bangel Leverage Analyst - Terminology and reconciliation

Recovered historical or requested identity — documentary reconstruction; execution not rerun

Bangel Leverage Analyst / Grey

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

CANONICAL PROJECT NAME

Bangel Leverage Analyst

DEFINITION

Football analysis workspace for playbook geometry, film review, snap/formation/front/coverage/technique registration and evidence-qualified physics.

RELATIONSHIP

Related identities: Physics Football; Lecanto; GIN. Preserve each named contract and source status.

CURRENT FAMILY TERMINOLOGY

MJ Physics Engineering: company identity.
Bangel Language: language identity.
Elsa: the compiler.
JP: the explicitly versioned representation; protocol and profile remain distinct.
Joanna: runtime, processing and execution evidence.
MJos Operating System: operating-system identity; the name does not establish a bootable implementation.
MJos Predictive Model: separately identified predictive model; forecasts remain distinct from observations and authority.
MJ: governing context and bounded permission where an applicable profile supplies it.

PROJECT TYPES

- PlaybookEntry — model geometry and assignments
- FilmObservation — frame, timestamp and confidence
- ContextRecord — external play-by-play or coaching input
- AnalysisReceipt — measured versus modeled conclusion

EQUIVALENCE RULE

Related names aid discovery. They do not merge capability, mathematical meaning, evidence state or permission boundaries.

DISCOVERY NAMES

Physics-Based Play Analysis
These names aid search; current compiler naming remains Elsa.

SOURCE STATUS AND LIMITS

Recovered historical design and project records informed this documentary profile. Original conversations remain private; current implementation and reported historical tests were not rerun.
Recovered status: historical_report_not_fresh_verification.
Historical owner-only alpha; playbook models and fallback play-by-play context are not independently verified film observations. Historical evidence has not been rerun in this discovery pass.

SOURCE REFERENCES


PUBLIC SOURCE NOTE
Recovered historical design and project records informed this documentary profile. Original conversations remain private; current implementation and reported historical tests were not rerun. This edition publishes the reconciled project description, without redistributing private messages or unverified release URLs.

SOURCE LINKS

NO COMMERCIAL OR PUBLIC USE PERMITTED