Bangel Leverage Analyst - Cross-system expression
Bangel Leverage Analyst / Rainbow
MJ Physics Engineering | Bangel Language | MJos Operating System
Owned and operated by Michael Bangel | Clearwater, Florida
CROSS-SYSTEM RELATIONSHIP
Related identities: Physics Football; Lecanto; GIN. Preserve each named contract and source status.
PROPOSED EXPRESSION PATH
Purpose -> declared MJ scope -> Bangel expression -> Elsa compilation -> independently admitted JP -> Joanna evidence where implemented -> applicable independent review -> bounded result.
PROJECT ADAPTER
- PlaybookEntry — model geometry and assignments
- FilmObservation — frame, timestamp and confidence
- ContextRecord — external play-by-play or coaching input
- AnalysisReceipt — measured versus modeled conclusion
ADAPTER PROCEDURE
IF
A football play or film window is selected for analysis.
HOW
Separate modeled playbook structure from observed video and fallback context, then apply the documented review order and calibration requirements.
THEN
Return only the supported geometry or physics assessment with unresolved observation steps visible.
INTEGRATION STATUS
This path is documentary unless the cited source implements it. Preserve profile, context, clock, units and evidence class at each handoff. A catalog entry or logo does not install a runtime or complete a missing adapter.
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.