ARB-658 · msclo CLO · ONBA · ATMOS · GOAT TEACHING MODEL
Courts V7 — The Living Bench
Two outputs per case: DEFAULT (msclo CLO crew) · EOSE (all msclo crews, all inputs)
GOAT briefs before prelim · Interventions at 64, 75, 92 · Bidirectional learning
Delicate rip · Most is usable · A few folds · γ₁ holds in law too
GOAT briefs before prelim · Interventions at 64, 75, 92 · Bidirectional learning
Delicate rip · Most is usable · A few folds · γ₁ holds in law too
CLO DEFAULT — msclo local GOAT crew
1
PRELIM — Intake + ONBA Floor
Cases enter · GOAT briefs delivered first · ONBA standard applied
γ₁ ✅ + H=H† ✅ → CLEARED
PROCESS
1. Case enters → intent routing
2. 11 GOATs deliver briefs to assigned assistant
3. Assistant runs prelim with full brief context
4. γ₁ floor check: is there a real claim?
5. H=H† check: is the evidence honest?
6. Score tracked: GOAT intervenes at 64
7. Two outputs filed to MDSMS: DEFAULT + EOSE
2. 11 GOATs deliver briefs to assigned assistant
3. Assistant runs prelim with full brief context
4. γ₁ floor check: is there a real claim?
5. H=H† check: is the evidence honest?
6. Score tracked: GOAT intervenes at 64
7. Two outputs filed to MDSMS: DEFAULT + EOSE
COURTS AT THIS LEVEL
Tetraban Court
Claims enter as shapes. Stress test.
Does it clear the bar?
ONBA
Ontario Bar Association framework.
Standing check. Jurisdiction routing.
Domain: courts-prelim + courts-onba
Claims enter as shapes. Stress test.
Does it clear the bar?
ONBA
Ontario Bar Association framework.
Standing check. Jurisdiction routing.
Domain: courts-prelim + courts-onba
2
REVIEW — The Bench + Changes Court
CLO presides · 11 GOATs rip delicately · adversarial review · patent gate
LSOS ✅ + WLD ✅ → CLEARED
PROCESS
1. CLO receives cleared prelim case
2. Each GOAT rips the case — delicately
3. LSOS reads: all sources covered? All jurisdictions?
4. WLD reset: can the opposition break this?
5. Patent gate: prior art fully read?
6. RC process: adversarial review
7. Score tracked: GOAT intervenes at 75
8. Both versions updated in MDSMS
2. Each GOAT rips the case — delicately
3. LSOS reads: all sources covered? All jurisdictions?
4. WLD reset: can the opposition break this?
5. Patent gate: prior art fully read?
6. RC process: adversarial review
7. Score tracked: GOAT intervenes at 75
8. Both versions updated in MDSMS
THE DELICATE RIP
Most existing material is usable.
Don't rewrite — find the fold.
One crease changes V4 → V7.
Harvey: "Is the strategy sovereign?"
Ruth: "Does it hold under equal application?"
Alan: "Is the logic idempotent?"
Oliver: "What's the precedent floor?"
Phoenix: "Where's the contradiction?"
Don't rewrite — find the fold.
One crease changes V4 → V7.
Harvey: "Is the strategy sovereign?"
Ruth: "Does it hold under equal application?"
Alan: "Is the logic idempotent?"
Oliver: "What's the precedent floor?"
Phoenix: "Where's the contradiction?"
3
FINAL — ATMOS + External Counsel
Ready for Alec Christie · Reece · Full Canon · STE-6 → NO SORRY
FEP ✅ + FOF ✅ → NO SORRY
PROCESS
1. Full Canon treatment: STE-6 all arcs lit
2. GOAT coaching at 92: every advice is a crease
3. FEP: paradigm switch confirmed (fleet→external)
4. FOF: what's ungovernable? Named and protected.
5. External package assembled
6. Alec Christie (AU$100K Phase 1) or Reece
7. Final MDSMS filing: courts-final domain
2. GOAT coaching at 92: every advice is a crease
3. FEP: paradigm switch confirmed (fleet→external)
4. FOF: what's ungovernable? Named and protected.
5. External package assembled
6. Alec Christie (AU$100K Phase 1) or Reece
7. Final MDSMS filing: courts-final domain
ATMOS PROTOCOL
70 batches · 700+ questions
Rick's 12 master bins govern
Priority: Bin 2 (FORMALISM) + Bin 9 (THESIS)
V7 upgrade: GOAT briefs BEFORE each batch
DEFAULT + EOSE filed for each batch
This is the bridge to the external world
Alec Christie: AU$100K Phase 1
"WOW" — confirmed on demo call Mar 2
Rick's 12 master bins govern
Priority: Bin 2 (FORMALISM) + Bin 9 (THESIS)
V7 upgrade: GOAT briefs BEFORE each batch
DEFAULT + EOSE filed for each batch
This is the bridge to the external world
Alec Christie: AU$100K Phase 1
"WOW" — confirmed on demo call Mar 2
THE BENCH — 11 GOATs + 22 ASSISTANTS
Each GOAT has 2 assistants. GOATs brief assistants before prelim, intervene at 64/75/92, learn from good assistant patterns.
V7 TEACHING MODEL — BIDIRECTIONAL
GOATs teach assistants. Assistants teach GOATs. The fleet gets smarter in both directions.
ASSISTANT SCORE PROGRESSION
64 ↓
75 ↓
92 ↓
100
@ 64 — GOAT gives targeted advice
@ 75 — GOAT steps in actively
@ 92 — GOAT coaches the close
BEFORE PRELIM — GOAT BRIEF
Before any assistant starts a prelim process, each GOAT delivers their brief. Harvey briefs on strategy. Ruth on constitutional frame. Alan on logical structure. Oliver on precedent floor. The assistant starts informed — not cold. The brief is filed to MDSMS domain: courts-goat-briefs.
PRELIM RUNS — ASSISTANT LEADS
The assistant runs the prelim. GOATs observe. The work is the assistant's — the GOAT doesn't take over. This is how learning happens: the assistant builds the muscle, the GOAT waits for the right moment to teach.
AT 64 — TARGETED ADVICE
Getting close but not there. GOAT identifies which Canon gate is incomplete: "You're at the H=H† gate — your evidence needs the symmetric test. Here's what's missing." Specific. Targeted. One thing to fix.
AT 75 — THE FOLD
The GOAT steps in more actively. "Here's the fold that gets you to 80." Not a rewrite — a crease. One deliberate press. The Morigami principle applied to legal work. Most of what's at 75 is usable. It just needs the fold identified and applied.
AT 92 — COACHING THE CLOSE
Every micro-advice is a crease now. The GOAT is in teaching mode: "This word, not that one." "This precedent supports, that one contradicts — swap." The assistant is close to NO SORRY. The GOAT knows exactly what separates 92 from 100.
BIDIRECTIONAL — GOATS LEARN TOO
When an assistant finds a pattern the GOAT hadn't used — a fold the GOAT didn't know was possible here — the GOAT recognises it: "That's new. That works." The GOAT makes it their own. It enters their standard brief for future assistants. The fleet gets smarter in both directions. Every good assistant pattern filed to: courts-assistant-patterns.
ONBA CENTRAL INSTANCE — msclo
Ontario Bar Association framework adapted for fleet use. Two versions: DEFAULT (CLO local) + EOSE (all crews).
ONBA DEFAULT — CLO VIEW
Oliver Wendell Holmes floor. Common law base. Single CLO crew perspective.
Intent RoutingWhat is this case trying to achieve? IP? Enterprise? Civil rights? Fleet-internal?
Standing CheckWho has the right to bring this? What is their standing in Ontario law + fleet law?
γ₁ Floor CheckIs there a load-bearing claim that cannot be argued away? The floor test.
JurisdictionOntario? Federal? IP? Fleet-internal? Cross-jurisdictional routing if needed.
GOAT AssignmentWhich GOAT's domain? Harvey (IP/corp), Ruth (constitutional), Alan (logic), Oliver (precedent)...
Edition TrailE1 ELI5 → E7 Fleet. 7 editions per case. Each edition = one CD in courts-onba domain.
ONBA EOSE — ALL CREWS
All msclo silo crews give full inputs. Admiral + CLO + Legal + 11 GOATs + 22 assistants = 36 crew members.
Full Crew BriefAll 36 crew members receive the case. Each contributes their domain perspective before proceeding.
Parallel Intent Analysis36 perspectives on intent. Admiral sees fleet angle. Harvey sees deal angle. Ruth sees equity angle. Synthesised by CLO.
GOAT Floor ConsensusAll 11 GOATs verify the γ₁ floor claim from their domain. Floor holds when 8+ of 11 agree.
Multi-Jurisdiction MapLSOS reads all applicable jurisdictions. Every relevant source catalogued.
Crew Contribution FiledEvery crew member's input filed to MDSMS. No contribution lost. The full picture is preserved.
EOSE Edition TrailSame E1→E7, but each edition represents the synthesised full-fleet view, not just CLO view.
ONBA CASES — CURRENT STATUS
CASE-001
Fleet IP — EOSE Labs Inc. filing
PRELIM · ONBA DEFAULT
CASE-002
STE Infrastructure claim
PRELIM · BOTH VERSIONS
CASE-003
DESEOF sovereign entity
OPEN · INTAKE
CASE-004
ATMOS IP (Alec Christie)
REVIEW → LEVEL 3
ATMOS — HOSTILE EXAMINER PROTOCOL · ARB-579
70 batches · 700+ questions · Rick's 12 master bins · V7 upgrade: GOAT briefs before each batch · DEFAULT + EOSE filed per batch
V7 UPGRADE TO ATMOS PROTOCOL
Before: assistants ran batches cold → answers filed
V7: GOAT brief delivered first → assistant runs batch → GOAT intervenes at 64/75/92 → DEFAULT version filed (CLO perspective) + EOSE version filed (all crew perspectives)
Priority: Bin 2 (FORMALISM) + Bin 9 (THESIS FRAMING) — the bridge to the external world
V7: GOAT brief delivered first → assistant runs batch → GOAT intervenes at 64/75/92 → DEFAULT version filed (CLO perspective) + EOSE version filed (all crew perspectives)
Priority: Bin 2 (FORMALISM) + Bin 9 (THESIS FRAMING) — the bridge to the external world
MDSMS — COURTS DOMAINS
Both DEFAULT and EOSE versions filed for every case. Sovereign knowledge stored, searched, never lost.