MJPE-COMPLETE-20260925-MJ-FOOTBALL-PLAYBOOK-ANGEL · Angel · Review draft

MJ Football Playbook - Gate, sentinel and audit

Source-backed documentary sequence — execution not rerun

MJ Football Playbook / Angel

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

GATE

A recall query supplies the original frame, an eligible playbook selection and available command-history context.
Required scope, evidence identity, input shape and applicable independent review must be present.

SENTINEL

Compare bounded episodic candidates and project source-backed geometry, preserving entity/relationship/context conflicts, curves and observation chronology.
Watch stale evidence, changed source roots, unsupported type conversions and requests beyond the named profile.

AUDIT RECEIPT

Record request identity, source version, assumptions, input, proposed result, actual outcome and reasons for HOLD or DENY. One successful stage does not override another's veto.

SPECIFIC CHALLENGE

Another coordinate frame or a later-unavailable observation must not enter the current recall decision.

BOUNDED RESULT

Return a physics-play analysis projection with its evidence or HOLD a context mismatch. Similarity is not calibrated probability or coaching approval.

DISCOVERY NAMES

MJ-Playbook-Projection/0.1.0
These names aid search; current compiler naming remains Elsa.

SOURCE STATUS AND LIMITS

Current source inspected; these documentary bindings do not report newly executed software or physical tests.
Recovered status: implementation_source.
Use only the exact named source scope; a documentary sequence is not deployment or an authority grant.

SOURCE REFERENCES

- plugins/mj_memory_recall/README.md · line 1
https://github.com/Mjos23/bangel-language/blob/229548f13a4856455b3d30d408cf845fb5b557fc/plugins/mj_memory_recall/README.md#L1
- plugins/mj_memory_recall/README.md · line 53
https://github.com/Mjos23/bangel-language/blob/229548f13a4856455b3d30d408cf845fb5b557fc/plugins/mj_memory_recall/README.md#L53

RECOVERED HISTORICAL CONTEXT

- Historical scope: Maps football playbook geometry and actor paths into comparative prediction and neural node-space overlays.