SET-OPS BONIXER · Operational Framework Readiness · EOSE Labs 2026

7-Layer SET-OPS Stack

7

GOVERNANCE LAYER

Constitutional rules about sublimity itself. Who decides what gets made sublime. Registration review process. Retirement procedures. 90-day review cadence.

PLANNED — Phase 6 · W11-12

6

THEORY LAYER (SET v1.0)

Six axioms · Master equation · 8 types · 8 patterns · 5 predictions · 6-test detection procedure. This layer is COMPLETE — it doesn't change.

LIVE — Day 96 · sublime_entity_theory.py · pemos.ca/set

5

DETECTION LAYER

6-test procedure · Pattern classifier · Type assignment (A-H) · Maturity scoring. Python implementation live. Runs on msi01 and lilo (confirmed). Next: production harness with 3 timescales.

LIVE — sublime_entity_theory.py · 100% 8/8

4

ENFORCEMENT LAYER

State machines · Invariant checkers · Forbidden state guards. Type G = FULL enforcement. Types A-E = detect-only. Atomic lock + runtime predicate + static invariant chain.

PARTIAL — Type G patterns in MEMECHET/GID/SOSTLE. Formal engine: Phase 1 · W1-2

3

WITNESS LAYER

Cryptographic proofs · Audit trails · Merkle chain per entity. SHA256 payload hash → prime witness → twin prime neighborhood → signature. Independent verification: anyone can verify.

PARTIAL — Witness primitives exist. Formal chain: Phase 2 · W3-4

2

MONITORING LAYER

Continuous verification · Drift detection · Failure forensics. Checks: current state allowed · transitions match witnesses · threshold in range · maturity ≥ 95%. Failure prediction engine.

PLANNED — Phase 3 · W5-6

1

REPORTING LAYER

Maturity scores · Coverage metrics · Predictive failure maps. system_maturity_report · per_entity_report · failure_prediction_report. This bonixer IS the prototype reporting layer.

PARTIAL — SET bonixers are prototype. Formal reporter: Phase 4 · W7-8

6 Components

C1 — Sublime Registry

Authoritative catalog. Fields: entity_id, states_allowed/forbidden, threshold, suppression_type, enforcement_mode, witness_required, review_authority, violation_history. Registration requires SET detection PASS + governance approval.

Phase 1 · W1-2

C2 — Detection Engine

Production version of sublime_entity_theory.py. Three timescales: registration (full 6-test), continuous (T1/T2/T6 fast), on-event (invariant check per transition). Already prototyped — needs productionization.

Phase 1 · W1-2 · PROTOTYPE LIVE

C3 — Enforcement Engine

Type-specific enforcers. Only Type G = full enforcement (static + runtime + atomic lock). A-F = detect-only or partial. Type G enforcer: ArchitecturalEnforcer class with forbidden state guard + race condition protection.

Phase 1 · W1-2 (Type G only)

C4 — Witness Layer

Every sublime transition → immutable witness. SHA256 hash → prime_witness = next_prime(int(hash[:16], 16)) → signature → Merkle chain. Periodic external anchor. Independent chain verification. Connects to existing witness primitives.

Phase 2 · W3-4

C5 — Sublime Monitor

Background verification per entity. 4 checks: state in allowed set, transitions match witnesses, threshold in range, maturity ≥ 95%. Failure prediction: rank unprotected critical states by risk score → suggest sublimity redesign.

Phase 3 · W5-6

C6 — Reporter

system_maturity_report() → total/sublime/score. per_entity_report(id) → registration + chain verification + transitions + violations. failure_prediction_report() → ranked risks + highest risk + unprotected count.

Phase 4 · W7-8

Implementation Sequence W1–W12

W1-2: Registry + Detection + Type G enforce

W3-4: Witness Layer + crypto + chain verify

W5-6: Monitor + continuous verify + failure predict

W7-8: Reporter + maturity scores + dashboards

W9-10: Fleet Coordinator + cross-host sync

W11-12: Governance + review process + retirement

Ongoing: Type B/C/F enforcers + negative example suite

MASTER OPERATIONAL EQUATION

SET-OPS(System) ≡ ∀ entity E: IF should_be_sublime(E) THEN registered AND detected AND enforced AND witnessed AND monitored AND reported

ELSE documented_as_non_sublime AND rationale_recorded · AND maturity_score(System) → 1.0 over time

SET-OPS is itself a Type G sublime entity. Either every critical invariant is enforced, or the system explicitly acknowledges what isn't. No middle ground.