ID: RECL_SCHEMA_v1_0
Name: RECL = Resource–Energy Control Lattice
Pairs with: ERCO v1.0 (controller)
Depends on: UOS_THRESHOLD_SPEC_v1_0, UOS_PROPAGATION_MAP_v1_0
Status: LOCKED
Purpose: Give every OS a single computable lattice grammar: Node × Bind × Weight × Z × OS so thresholds/collapse/repair can be applied consistently across EducationOS / FamilyOS / CityOS / GovernanceOS (and beyond).
0) Semantic Fence (anti-physics bleed-over)
DEFLOCK.RECL: RECL := governance/coordination lattice abstraction for allocating energy/resources + routing repair. Not := chemistry/materials lattice (no redox/oxygen lattice meaning).
1) Core Objects (Invariant Data Model)
1.1 Node Record
NODE := { NodeID, PlaceID, Z, OS, Lane, RoleSurface (optional): {Architect, Visionary, Oracle, Operator}, StateVector X, Buffers B, Sensors S, Thresholds TH (references global pack)}
1.2 Bind/Edge Record
BIND := { BindID, FromNodeID, ToNodeID, BindType ∈ {E_dep, E_load, E_var, E_shock, E_policy, E_repair}, Weight w (≥0), Delay τ (optional), Notes (optional)}
1.3 Weight Semantics
w := coupling strength (how much failure/repair propagates)τ := time lag (how fast propagation arrives)
2) Universal State Vector (Mandatory Fields)
X := { E, E_in, E_out, Loss, L, C, ρ, Ġ, Ḋ, R, κ, σ, σ_cap, ρσ, TTC, T_repair, P_state}
Derived invariants (from threshold spec):
ρ := L/CR := Ġ/Ḋρσ := σ/σ_capFenceTrigger := (TTC ≤ T_repair)
3) Lattice Form (Graph + Tensor View)
3.1 Graph Form
RECL := (Nodes, Binds)Nodes: set of NODE recordsBinds: set of BIND records
3.2 Tensor View (optional, for computation)
Adjacency tensor A where: A[i,j] = w_ij (bind weight from i → j)Delay tensor T where: T[i,j] = τ_ij (optional)BindType map BType[i,j] ∈ {dep,load,var,shock,policy,repair}
4) Propagation Equations (Generic, Minimal)
When Node i degrades (phase worsens), impacts Node j via bind i→j:
ΔL_j += w_ij * f_load(ΔP_i, ρ_i, TTC_i)ΔḊ_j += w_ij * f_decay(ΔP_i, κ_i, brittleness_i)ΔV_j += w_ij * f_var(variance_i)Δκ_j += w_ij * f_kappa(network_density_j)
Repair routing (policy/repair binds) is symmetric conceptually:
ΔĠ_j += w_ij * f_repair(alloc_i, buffer_release_i)ΔB_j += w_ij * f_buffer(rebuild_policy_i)
(Functions are implementation-specific; the bind grammar is what’s locked.)
5) Phase Evaluation (Must Run Per Node)
PHASE_EVAL(Node): compute ρ, R, ρσ if (ρ>1.30) OR (R<0.80) OR (TTC≤T_repair): P_state=P3 else if (ρ>1.00) OR (R<1.00) OR (ρσ>1.0) OR (p95 variance breach): P_state=P2 else if (0.85<ρ≤1.0) OR (dρ/dt>0) OR (κ rising): P_state=P1 else P_state=P2-band stable / P3-band stable (depending on system conventions)
Collapse mode classifier (CivOS canonical):
if KO_event: M1else if R<1 slowly: M2else if ρ runaway + κ high: M3
6) ERCO Integration (Controller Hook)
ERCO reads RECL, computes thresholds, and outputs actuation.
ERCO.READ(RECL): for each Node: compute {ρ, R, TTC, κ, ρσ, trends} for each Bind: compute cascade risk from w, τ, bind typeERCO.ACTUATE: - AllocationPlan (route resources to nodes/lane bottlenecks) - BufferPolicy (protect/build/spend) - FreezeWindow (Operator stability; clamp σ) - SandboxWindow (Architect exploration bounded) - FenceOS triggers (truncate/stitch) - RetestSchedule
FenceOS interlock:
if any Node.FenceTrigger: FenceOS.TRUNCATE(at earliest upstream node that reduces cascade) ERCO.ROUTE_REPAIR() FenceOS.STITCH()
7) Minimal Record Formats (Copy-Paste into Any OS Page)
7.1 NODE Template (WordPress-friendly)
NODE_RECORD: NodeID: NODE_<PlaceID>_<Z>_<OS>_<Lane> PlaceID: <ISO3 or PlaceChain ID> Z: Z0..Z6 OS: <EducationOS|FamilyOS|CityOS|GovernanceOS|MindOS|...> Lane: <EDU|HLTH|ENRG|HOU|... or NA> X: E: ... L: ... C: ... Ġ: ... Ḋ: ... TTC: ... T_repair: ... σ: ... σ_cap: ... κ: ... Buffers B: B1: ... B2: ... Sensors S: p95_variance: ... CI (optional): ... Thresholds TH: refs: UOS_THRESHOLD_SPEC_v1_0
7.2 BIND Template
BIND_RECORD: BindID: BIND_<FromNodeID>__<ToNodeID>__<Type> From: <NodeID> To: <NodeID> Type: <E_load|E_var|E_policy|E_repair|E_shock|E_dep> w: <0..1 or absolute scale> τ: <time lag optional>
8) Z-Mapping Pack (How to Fill E/L/C/Ġ/Ḋ Without Redefining RECL)
Use the same variables; only meanings change:
Z0 (Individual): E=attention/sleep/regulation; L=tasks+stress; C=sustainable output Ġ=recovery+practice; Ḋ=burnout+forgetting; buffers=time+restZ1 (Family): E=parent bandwidth; L=logistics+conflict; C=coordination throughput Ġ=routine repair; Ḋ=stress carryover; buffers=time+money+emotionZ2 (Institution): E=staff capacity; L=cohort variance+admin; C=teaching/feedback throughput Ġ=remediation throughput; Ḋ=backlog; buffers=staffing+timetable slackZ3 (City): E=institutional resilience; L=population demand+inequality variance; C=service throughput Ġ=program repair+routing; Ḋ=hollowing; buffers=reserves+redundancy lanesZ4 (Nation): E=coordination bandwidth; L=governance load+shocks; C=delivery throughput Ġ=institution regen; Ḋ=Civλ+attrition; buffers=reserves+contingency
9) Interconnected Lattice Failures (Mandatory Couplers)
Every RECL-based OS page should declare which couplers apply:
COUPLERS (choose relevant): - κ cascade (tight coupling amplifies shocks) - σ/ρσ operator shear (policy churn or change injection > absorption) - CI brittleness (over-concentration into few lanes/nodes) - p95 variance gate (variance widens before mean failure) - buffer depletion (repair starvation)
10) Required “Failure Trace” Block (Always include at least one)
FAILURE_TRACE (template): Node_A (ρ↑, R↓) → BindType + w → Node_B (ΔL↑, ΔḊ↑) → TTC↓ → FenceTrigger → TRUNCATE → ROUTE_REPAIR → STITCH → RETEST → stable band
11) Install Order (How to Use RECL Without Over-Standardising Everything)
INSTALL.RECL.MIN (for any OS article): 1) Define 3–7 Nodes (the core ones) 2) Define 5–12 Binds (the important propagation edges) 3) Provide sensor panel + thresholds (ρ, R, TTC, κ, ρσ, p95 variance) 4) Provide 1 failure trace + 1 repair trace 5) (Optional) add more nodes later; never rename IDs, only version forward
Done: RECL.Schema v1.0 (LOCKED)
Recommended Internal Links (Spine)
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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
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