MJos Predictive Model | First manifestation of the Bangel Language

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

MJOS-20260924-BARTIDE-STAFF-BROWN / Brown / Review draft

BarTide staff scheduling and training - Observational lifecycle

New project sequence ยท proposed bindings

Team members and roles, time-bounded shifts, team messages, courses, lessons, assignments and lesson completion records. AddShift validates start/end and rejects overlaps for the employee.

BarTide staff scheduling and training / Brown

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

OBSERVATIONAL LIFECYCLE
Purpose: Team members and roles, time-bounded shifts, team messages, courses, lessons, assignments and lesson completion records. AddShift validates start/end and rejects overlaps for the employee.

R / R0
Retain the proposed request and anticipated context; a forecast has not occurred.

R1
Record the unresolved or partially supported representation under its named source profile. Older unidentified-transition wording and later interpretation-state wording must not be merged silently.

N1 AND REPRESENTATION
The staff member is active and the acting user may manage the tenant.
- TeamShift: member + start + end + label
- TrainingProgress: member + lesson + completion + time
- Role: owner | manager | bartender | server | kitchen | driver

REVIEW TO OUTPUT
Validate shift interval/non-overlap or course version/assignment; preserve source identity.
Save an explicit schedule or learning record; incomplete evidence does not certify proficiency.

RECOVERY
Return to the first named missing prerequisite. A changed input or new evidence permits another bounded pass. Repeated state or no progress stops recovery with the existing evidence intact. r9 remains the N5-N7 interpretation region where that separate profile applies.

EVIDENCE LIMITS
- Training checkmarks are stored completion state, not independent proof of skill.
- Shift management exists; no optimizer or external calendar synchronization established.

Publication is pending owner review. White papers are excluded.

NO COMMERCIAL OR PUBLIC USE PERMITTED