A practical estimator for symmetry overload and collapse speed across Z0–Z6.
Summary (Canonical)
This template lets any lane (family, class, school, ministry, city) estimate:
- Symmetry injection (S_{inj}) (how much change/choice was injected)
- Symmetry capacity (S_{cap}) (how much change can be absorbed under load)
- Overload ratio (\rho) (collapse trigger)
- Destruction rate proxy (D(t)) (collapse speed)
Precision is not required. Consistency is. Use the same rubric each window.
1) Choose Your Window (Locked per lane)
Pick one and keep it stable:
- Daily for high-tempo ops lanes
- Weekly for families, classes, teams, schools
- Monthly/Quarterly for ministries, cities, nations
2) Compute Injection (S_{inj}(t))
2.1 Log meaningful choice events
Only count events that change structure:
- new exception
- SOP change
- rubric change
- tool/platform switch
- staffing/role change
- policy rewrite
- redesign
2.2 Assign ΔS magnitude (0–1)
| ΔS | Label | Example |
|---|---|---|
| 0.05 | micro tweak | wording edit, tiny adjustment |
| 0.15 | minor fork | small new option |
| 0.30 | exception path | “special case” added |
| 0.50 | workflow reroute | process change affecting many |
| 0.70 | policy rewrite | multiple actors must adapt |
| 0.90 | restructure | roles/lanes reassigned |
| 1.00 | regime shift | new operating doctrine |
2.3 Injection formula
Sinj(t)=i∑ΔSi
3) Compute Capacity Scap(G,t)
We estimate with four levers:
- N_idx (scale/people)
- B_idx (redundancy/bind strength)
- L_idx (load/tempo)
- Role preset (AVOO mix)
3.1 N_idx (0–10)
| N_idx | Example |
|---|---|
| 1 | individual |
| 2–3 | family / small team |
| 4–5 | class / team |
| 6–7 | department / cohort |
| 8–9 | institution / cluster |
| 10 | nation-scale lane |
3.2 B_idx redundancy/bind strength (0–10)
| B_idx | Description |
|---|---|
| 0–2 | single point of failure; no backups |
| 3–4 | partial backups; undocumented |
| 5–6 | SOP exists; cross-training present |
| 7–8 | parallel lanes; high transfer reliability |
| 9–10 | modular + redundant + fast repair |
3.3 L_idx load/tempo (0–10)
| L_idx | Description |
|---|---|
| 0–2 | slack / low tempo |
| 3–4 | moderate |
| 5–6 | busy sustained |
| 7–8 | high tempo |
| 9–10 | crisis tempo |
3.4 Role presets (choose one)
Operator core lane (execution):
- A 0.05, V 0.15, O 0.25, Op 0.55
Balanced lane (stable + innovation):
- A 0.15, V 0.20, O 0.25, Op 0.40
Innovation sandbox lane:
- A 0.30, V 0.25, O 0.25, Op 0.20
3.5 Capacity estimator (publishable default)
Base:Sbase=1+0.1Nidx+0.6Bidx
Tempo penalty:g(L)=1+0.25Lidx1
Role multiplier:m(R)=clamp(1+0.5Ow−0.6Aw−0.2Vw−0.2Opw, 0.2, 1.3)
Capacity:Scap=Sbase⋅g(L)⋅m(R)
(These coefficients are tunable; structure is locked.)
4) Compute Overload Ratio ρ and Speed Proxy D
ρ(t)=Scap(G,t)Sinj(t)
Band interpretation:
- ρ<0.7 Green (slack)
- 0.7≤ρ<1.0 Amber (shear accumulating)
- 1.0≤ρ≤1.3 Red-1 (truncate)
- ρ>1.3 Red-2 (cascade risk)
Speed proxy (defaults):D(t)=(max(0,ρ−1))2
]
5) Worked Example (School execution lane)
Window: 1 week
Choice log:
- new reporting template ΔS 0.15
- exception for late homework ΔS 0.30
- timetable reroute ΔS 0.50
So Sinj=0.95
Capacity:
- Nidx=7 (school lane)
- Bidx=6 (SOP + cross-training)
- Lidx=7 (high tempo)
- Role preset = Operator core
Compute:
- Sbase=1+0.7+3.6=5.3
- g(L)=1/(1+1.75)=0.3636
- m(R)= ~0.955 (using preset)
- Scap≈5.3∗0.3636∗0.955≈1.84
ρ=0.95/1.84≈0.52 (Green)
6) Z0–Z6 Default Templates (Copy/Paste)
Z0 Individual (student/operator)
- Window: week
- N_idx: 1–2
- B_idx: 4–7
- L_idx: 5–9
- Role: Operator core (execution) + separate sandbox window
Z2 School (teaching execution lane)
- Window: week / term
- N_idx: 6–8
- B_idx: 5–8
- L_idx: 6–9
- Role: Operator core for teaching; innovation sandbox for pilots
Z4 Nation (policy lane)
- Window: month / quarter
- N_idx: 10
- B_idx: 6–9
- L_idx: 4–8
- Role: Balanced lane with strong Oracle
Z6 Global corridor (standards/interoperability)
- Window: quarter
- N_idx: 10
- B_idx: 5–9 (depends on standardisation)
- L_idx: 3–7
- Role: Oracle-heavy + controlled Visionary; Architect in working groups only
7) FenceOS Trigger Rules (Embed)
Trigger truncation if any:
- ρ(t)≥1 for 2 consecutive windows
- ρmax>1.6 (spike)
- Σ(W)=∑max(0,ρ−1) rising 3 windows
- repeated high D(t)
Truncation: freeze options, remove exceptions, revert SOP.
Stitching: rebuild redundancy, reduce tempo, strengthen gates.
Stitching: rebuild redundancy, reduce tempo, strengthen gates.
8) Failure Mode Trace (Required)
ΔS events accumulate → ρρ crosses 1 → shear accumulates → D(t)D(t) rises nonlinearly → bind deletion accelerates → P1 drift → shock → P0 collapse.
Repair: truncate injection, stitch capacity, sandbox boundary exploration, restore stable interior.
Almost-Code Spec Block (Copyable)
CivOS.NumericTemplate.SymmetryBudget.v1.0
Window: choose {day|week|month} and keep consistentInjection: S_inj(t) = Σ ΔS_i ΔS_i ∈ [0,1] (magnitude rubric)Capacity Indices: N_idx ∈ [0,10] B_idx ∈ [0,10] L_idx ∈ [0,10] Role preset R = (A_w,V_w,O_w,Op_w)Estimator: S_base = 1 + 0.1*N_idx + 0.6*B_idx g(L) = 1 / (1 + 0.25*L_idx) m(R) = clamp(1 + 0.5*O_w - 0.6*A_w - 0.2*V_w - 0.2*Op_w, 0.2, 1.3) S_cap = S_base * g(L) * m(R)Overload: ρ(t) = S_inj(t) / S_capSpeed Proxy: D(t) = (max(0, ρ(t)-1))^2 # defaultsBands: Green: ρ < 0.7 Amber: 0.7 ≤ ρ < 1.0 Red-1: 1.0 ≤ ρ ≤ 1.3 Red-2: ρ > 1.3
Start Here:
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eduKateSG Learning Systems:
- https://edukatesg.com/the-edukate-mathematics-learning-system/
- https://edukatesg.com/additional-mathematics-a-math-in-singapore-secondary-3-4-a-math-tutor/
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- https://edukatesg.com/secondary-4-additional-mathematics-sec-4-a-math-tutor-singapore/
- https://edukatesg.com/learning-english-system-fence-by-edukatesg/
- https://edukatesingapore.com/edukate-vocabulary-learning-system/
Recommended Internal Links (Spine)
Start Here for Lattice Infrastructure Connectors
- https://edukatesg.com/singapore-international-os-level-0/
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- https://edukatesg.com/singapore-parliament-house-os/
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- Sholpan Upgrade Training Lattice (SholpUTL): https://edukatesg.com/sholpan-upgrade-training-lattice-sholputl/
- https://edukatesg.com/human-regenerative-lattice-3d-geometry-of-civilisation/
- https://edukatesg.com/new-york-z2-institutional-lattice-civos-index-page-master-hub/
- https://edukatesg.com/civilisation-lattice/
- https://edukatesg.com/civ-os-classification/
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- https://edukatesg.com/how-civilization-works/
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- https://edukatesg.com/advantages-of-using-civos-start-here-stack-z0-z3-for-humans-ai/
- Education OS (How Education Works): https://edukatesg.com/education-os-how-education-works-the-regenerative-machine-behind-learning/
- Tuition OS: https://edukatesg.com/tuition-os-edukateos-civos/
- Civilisation OS kernel: https://edukatesg.com/civilisation-os/
- Root definition: What is Civilisation?
- Control mechanism: Civilisation as a Control System
- First principles index: Index: First Principles of Civilisation
- Regeneration Engine: The Full Education OS Map
- The Civilisation OS Instrument Panel (Sensors & Metrics) + Weekly Scan + Recovery Schedule (30 / 90 / 365)
- Inversion Atlas Super Index: Full Inversion CivOS Inversion
- https://edukatesg.com/government-os-general-government-lane-almost-code-canonical/
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Start here if you want the full sequence:
Vocabulary OS Series Index:
- https://edukatesg.com/vocabulary-os-series-index/
- https://edukatesg.com/what-is-vocabulary/
- https://edukatesg.com/what-is-vocabulary-vocabulary-is-the-genesis-selfie-of-consciousness/
Fence English Learning System:
- https://edukatesg.com/article-1-fence-english-engine/
- https://edukatesg.com/article-2-fence-english-engine/
- https://edukatesg.com/article-3-fence-english-engine/
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- https://edukatesg.com/article-10-fence-english-engine/
- https://edukatesg.com/article-11-fence-english-engine/
eduKateSG Learning Systems:
- https://edukatesg.com/the-edukate-mathematics-learning-system/
- https://edukatesg.com/additional-mathematics-a-math-in-singapore-secondary-3-4-a-math-tutor/
- https://edukatesg.com/additional-mathematics-101-everything-you-need-to-know/
- https://edukatesg.com/secondary-3-additional-mathematics-sec-3-a-math-tutor-singapore/
- https://edukatesg.com/secondary-4-additional-mathematics-sec-4-a-math-tutor-singapore/
- https://edukatesg.com/learning-english-system-fence-by-edukatesg/
- https://edukatesingapore.com/edukate-vocabulary-learning-system/
Recommended Internal Links (Spine)
Start Here for Lattice Infrastructure Connectors
- https://edukatesg.com/singapore-international-os-level-0/
- https://edukatesg.com/singapore-city-os/
- https://edukatesg.com/singapore-parliament-house-os/
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- https://edukatesg.com/family-os-level-0-root-node/
- https://bukittimahtutor.com
- https://edukatesg.com/punggol-os/
- https://edukatesg.com/tuas-industry-hub-os/
- https://edukatesg.com/shenton-way-banking-finance-hub-os/
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- https://edukatesg.com/orchard-road-shopping-district-os/
- https://edukatesg.com/singapore-integrated-sports-hub-national-stadium-os/
- Sholpan Upgrade Training Lattice (SholpUTL): https://edukatesg.com/sholpan-upgrade-training-lattice-sholputl/
- https://edukatesg.com/human-regenerative-lattice-3d-geometry-of-civilisation/
- https://edukatesg.com/new-york-z2-institutional-lattice-civos-index-page-master-hub/
- https://edukatesg.com/civilisation-lattice/
- https://edukatesg.com/civ-os-classification/
- https://edukatesg.com/civos-classification-systems/
- https://edukatesg.com/how-civilization-works/
- https://edukatesg.com/civos-lattice-coordinates-of-students-worldwide/
- https://edukatesg.com/civos-worldwide-student-lattice-case-articles-part-1/
- https://edukatesg.com/new-york-z2-institutional-lattice-civos-index-page-master-hub/
- https://edukatesg.com/advantages-of-using-civos-start-here-stack-z0-z3-for-humans-ai/
- Education OS (How Education Works): https://edukatesg.com/education-os-how-education-works-the-regenerative-machine-behind-learning/
- Tuition OS: https://edukatesg.com/tuition-os-edukateos-civos/
- Civilisation OS kernel: https://edukatesg.com/civilisation-os/
- Root definition: What is Civilisation?
- Control mechanism: Civilisation as a Control System
- First principles index: Index: First Principles of Civilisation
- Regeneration Engine: The Full Education OS Map
- The Civilisation OS Instrument Panel (Sensors & Metrics) + Weekly Scan + Recovery Schedule (30 / 90 / 365)
- Inversion Atlas Super Index: Full Inversion CivOS Inversion
- https://edukatesg.com/government-os-general-government-lane-almost-code-canonical/
- https://edukatesg.com/healthcare-os-general-healthcare-lane-almost-code-canonical/
- https://edukatesg.com/education-os-general-education-lane-almost-code-canonical/
- https://edukatesg.com/finance-os-general-finance-banking-lane-almost-code-canonical/
- https://edukatesg.com/transport-os-general-transport-transit-lane-almost-code-canonical/
- https://edukatesg.com/food-os-general-food-supply-chain-lane-almost-code-canonical/
- https://edukatesg.com/security-os-general-security-justice-rule-of-law-lane-almost-code-canonical/
- https://edukatesg.com/housing-os-general-housing-urban-operations-lane-almost-code-canonical/
- https://edukatesg.com/community-os-general-community-third-places-social-cohesion-lane-almost-code-canonical/
- https://edukatesg.com/energy-os-general-energy-power-grid-lane-almost-code-canonical/
- https://edukatesg.com/community-os-general-community-third-places-social-cohesion-lane-almost-code-canonical/
- https://edukatesg.com/water-os-general-water-wastewater-lane-almost-code-canonical/
- https://edukatesg.com/communications-os-general-telecom-internet-information-transport-lane-almost-code-canonical/
- https://edukatesg.com/media-os-general-media-information-integrity-narrative-coordination-lane-almost-code-canonical/
- https://edukatesg.com/waste-os-general-waste-sanitation-public-cleanliness-lane-almost-code-canonical/
- https://edukatesg.com/manufacturing-os-general-manufacturing-production-systems-lane-almost-code-canonical/
- https://edukatesg.com/logistics-os-general-logistics-warehousing-supply-routing-lane-almost-code-canonical/
- https://edukatesg.com/construction-os-general-construction-built-environment-delivery-lane-almost-code-canonical/
- https://edukatesg.com/science-os-general-science-rd-knowledge-production-lane-almost-code-canonical/
- https://edukatesg.com/religion-os-general-religion-meaning-systems-moral-coordination-lane-almost-code-canonical/
- https://edukatesg.com/finance-os-general-finance-money-credit-coordination-lane-almost-code-canonical/
- https://edukatesg.com/family-os-general-family-household-regenerative-unit-almost-code-canonical/