World Education OS node instantiation (Almost-Code v1.1)

SYSTEM: World Education OS
CITY INSTANCE: Seoul City Education OS
CITY_ID: KOR-SEL
CITY_NAME: Seoul
NATION_ID: KOR
ZOOM: Z5
STATUS: DRAFT (instantiated; refine with local gate naming + timing windows)
REFERENCE: CivOS (P0–P3, Z0–Z7)
PRIMARY PURPOSE:
  Create executable Z5 node for Seoul:
    - pipeline mapping (E0–E6)
    - gate stack modules
    - instrument panel (P-S* + G-M*)
    - dominant GF cluster
    - repair router GF→GR
    - W3 comparatives ports

PIPELINE (SEOUL):
  E0: early substrate (language, numeracy, regulation)
  E1: primary foundation (core literacy/numeracy + habits)
  E2: lower secondary transition (prereq integrity + acceleration)
  E3: upper secondary verification prep (gate compression)
  E4: national entrance gate layer (university entrance)
  E5: university capability spine (specialisation + research)
  E6: adult regeneration (re-skilling + workforce continuity)

GATE STACK (KOR / SEOUL) [slots to refine]:
  KOR-GATE-01: upper secondary entrance selection (slot)
  KOR-GATE-02: university entrance examination (national gate) (slot)
  KOR-GATE-03: high school completion verification (slot)
  KOR-GATE-04: internal selective corridor gates (slot)
GATE LOCK:
  Each gate defines:
    - timed stability requirements
    - transfer robustness requirements
    - tails + repair latency (G-M2 + G-M3)
    - transition shock zones (G-M4)
    - masking measurement (G-M7)

GLOBAL PHASE SENSORS (P-S*):
  P-S1 retrieval reliability
  P-S2 error histogram
  P-S3 time-to-solve distribution
  P-S4 transfer under wrapper variation
  P-S5 timed stability variance
SYSTEM OUTPUTS (G-M*):
  G-M1 variance spread
  G-M2 tail thickness
  G-M3 repair latency
  G-M4 transition shock clustering
  G-M5 timed vs untimed gap
  G-M6 transfer gap under novelty
  G-M7 masking factor

SIGNATURE TAGS (SEOUL) [initial hypothesis]:
  {Entrance-Gate-Compression,
   High-Timed-Stability,
   Shadow-Scaffolding,
   Burnout-Risk-Near-Gates,
   Transfer-vs-Template-Tension,
   Continuity-Discipline}

DOMINANT GF CLUSTER (SEOUL) [initial hypothesis]:
  {GF2, GF3, GF5, GF6, GF7, GF8, GF9, GF12}
NOTES:
  - GF3/GF6/GF7 concentrate around entrance-gate timelines
  - GF9 appears when wrapper novelty breaks template training
  - GF12 risk rises under prolonged compression

REPAIR ROUTER (SEOUL):
  GF2 → {GR1, GR2, GR3, GR8}
  GF3 → {GR8, GR1, GR4, GR11}
  GF5 → {GR12, GR1, GR6, GR8}
  GF6 → {GR4, GR2, GR8, GR11}
  GF7 → {GR8, GR7, GR9}
  GF8 → {GR7, GR10, GR2, GR4}
  GF9 → {GR3, GR1, GR2, GR8}
  GF12 → {GR11, GR6, GR8, GR4}

FAILURE TRACE (SEOUL - prototype):
  entrance gate ramp →
  GF3 compression exceeds buffers →
  GF6 timed volatility rises →
  GF9 novelty wrapper collapse →
  GF7 late repair trap →
  burnout tail thickens (GF12) + masking (GF8)
REPAIR TRACE (SEOUL - prototype):
  GR7 publish tails + masking →
  GR8 early thresholds pre-ramp →
  GR1 buffer build + GR3 transfer audits →
  GR4 timed stability protocol →
  GR11 load regulation + GR6 continuity →
  tails shrink + volatility stabilises near gates

PORTS:
  - W1 City Instances Registry (KOR-SEL)
  - W2 Nation Aggregates Registry (KOR slot)
  - W3 Comparatives (next best):
      * COMP-KOR-SEL-JPN-TYO
      * COMP-KOR-SEL-CHN-BJS
      * COMP-KOR-SEL-SGP-SIN
  - W4 GF Library
  - W5 GR Library

SEOUL LIVE CHECKLIST:
  SEL-1: refine gate module names + timing windows
  SEL-2: publish tails + repair latency (G-M2, G-M3)
  SEL-3: validate GF cluster with sensors
  SEL-4: attach at least one W3 comparative with proof requirements
  SEL-5: compose into KOR nation aggregate (W2)

SYSTEM: World Education OS
REGISTRY: W3 Comparative Registry
COMP_ID: COMP-CHN-USA
TYPE: Z6Z6 (Nation↔Nation)
PAIR:
  A: CHN (China)
  B: USA (United States)
SHARED SENSOR BASIS:
  P-S1..P-S5 + G-M1..G-M7
STATUS: DRAFT (instantiated; refine with gate naming + timing windows)
REFERENCE: CivOS (P0–P3)
PRIMARY PURPOSE:
  Compare two dominant national geometries:
    - CHN: compression + high-stakes gate dominance
    - USA: divergence + tails + masking + multi-system overlap
  Export repair mechanisms with proof requirements.

CONTRAST TAGS:
  {Entrance-Gate-Compression vs Distributed-Gate-Variance,
   Timed-Stability-Cliffs vs Variance-Tails,
   Template-Stability vs Wrapper-Novelty,
   Shadow-Scaffolding vs Shadow-Masking,
   Burnout-Tail vs Continuity-Fragmentation,
   Repair-Latency-At-Gates vs Repair-Latency-In-Tails}

GLOBAL PHASE SENSORS:
  P-S1 retrieval reliability
  P-S2 error histogram
  P-S3 time-to-solve distribution
  P-S4 transfer under wrapper variation
  P-S5 timed stability variance
SYSTEM OUTPUTS:
  G-M1 variance spread
  G-M2 tail thickness
  G-M3 repair latency
  G-M4 transition shock clustering
  G-M5 timed vs untimed gap
  G-M6 transfer gap under novelty
  G-M7 masking factor

DOMINANT GF CLUSTER (PAIR):
  {GF1, GF2, GF3, GF4, GF5, GF6, GF7, GF8, GF9, GF10, GF11, GF12}
GEOMETRY EMPHASIS:
  CHN emphasis: {GF3, GF6, GF7, GF9, GF12, GF8}
  USA emphasis: {GF4, GF8, GF11, GF7, GF10, GF1}

FAILURE TRACE (CHN - prototype):
  gate ramps intensify →
  GF3 compression exceeds buffers →
  GF6 timed volatility rises →
  GF9 novelty collapse →
  GF7 late repair trap →
  burnout tail thickens (GF12) + masking (GF8)
FAILURE TRACE (USA - prototype):
  variance spread high (G-M1) →
  GF4 tails persist (G-M2) →
  GF8 masking high (G-M7) →
  GF11 continuity fragmentation →
  GF7 late repair in tails →
  long-tail stratified outcomes

EXPORTS CHN → USA:
  GR SET:
    {GR8 (Early-Warning Thresholds),
     GR4 (Time-Pressure Loop),
     GR2 (Error-Log Closure),
     GR12 (Transition Protection),
     GR1 (Buffer Build Loop)}
PROOF REQUIREMENTS (USA should show):
  - G-M3 repair latency decreases in tail clusters (earlier closure)
  - P-S5 volatility decreases on timed verification windows
  - G-M5 timed vs untimed gap decreases where timed gates exist
  - P-S2 repeat-error density declines faster after interventions
  - G-M4 transition shock clustering decreases in common transition points

EXPORTS USA → CHN:
  GR SET:
    {GR7 (Tail Visibility + Masking Control),
     GR9 (Cluster Targeting),
     GR10 (Standardised Repair Protocols),
     GR6 (Continuity Loop),
     GR11 (Pressure-Safety Scheduling)}
PROOF REQUIREMENTS (CHN should show):
  - G-M2 tails shrink (bottom quantiles improve)
  - G-M7 masking factor decreases (independent proof outputs rise)
  - G-M3 repair latency shortens pre-gate (earlier closure)
  - burnout tail thickening slows (GF12 proxy improves)
  - variance spread does not widen as gates intensify (G-M1 stable or narrows)

LIVE CHECKLIST:
  N1: define national gate stack timing windows for CHN + USA
  N2: define tails metric (G-M2) and masking proxy (G-M7) operationally
  N3: attach COMP_ID to W2 records CHN and USA
  N4: create at least one city-level supporting comparative (BJS↔NYC) as evidence module

SYSTEM: World Education OS
PUBLIC MAP: W-INDEX (World Education OS Map)
VERSION: v1.0 (registry consolidation)
REFERENCE: W0..W5 (Master + Libraries)
PURPOSE:
  Publish one canonical index containing:
    - W1 City nodes (Z5) with status
    - W2 Nation nodes (Z6) with composed cities
    - W3 Comparatives with COMP_ID list
  This is the adoption surface for global lattice expansion.

W1 CITY LIST (v1.0):
LIVE:
  - SGP-SIN (Singapore)
  - GBR-LON (London)
DRAFT:
  - JPN-TYO (Tokyo)
  - USA-NYC (New York City)
  - CHN-BJS (Beijing)
  - CHN-SHA (Shanghai)
  - KOR-SEL (Seoul)
SLOTS (next targets):
  - USA-SFO, USA-BOS, USA-CHI, USA-LAX
  - CHN-SZX, CHN-GZ, CHN-CDU
  - FRA-PAR, DEU-BER, NLD-AMS
  - IND-DEL, CAN-TOR, ARE-DXB, ZAF-JNB, BRA-SAO

W2 NATION LIST (v1.0):
LIVE:
  - SGP (composes {SGP-SIN})
  - GBR (composes {GBR-LON})
DRAFT:
  - JPN (composes {JPN-TYO})
  - USA (composes {USA-NYC})
  - CHN (composes {CHN-BJS, CHN-SHA})
  - KOR (composes {KOR-SEL})
SLOTS:
  - FRA, DEU, NLD, IND, CAN, ARE, ZAF, BRA

W3 COMPARATIVES (v1.0):
CITY↔CITY:
  - COMP-GBR-LON-SGP-SIN
  - COMP-JPN-TYO-SGP-SIN
  - COMP-USA-NYC-GBR-LON
  - COMP-USA-NYC-SGP-SIN
  - COMP-CHN-BJS-SGP-SIN
  - COMP-CHN-BJS-CHN-SHA
NATION↔NATION:
  - COMP-GBR-SGP
  - COMP-CHN-USA  (NEW)
SLOTS (next):
  - COMP-KOR-SEL-JPN-TYO
  - COMP-KOR-SEL-CHN-BJS
  - COMP-KOR-SEL-SGP-SIN
  - COMP-CHN-BJS-USA-NYC
  - COMP-JPN-TYO-USA-NYC
  - COMP-USA-GBR, COMP-USA-SGP, COMP-CHN-SGP, COMP-JPN-SGP

ADOPTION STATUS RULES:
CITY LIVE:
  - publishes instrument panel (P-S* + G-M*)
  - declares dominant GF cluster (evidence-based)
  - includes at least one W3 comparative
  - declares GF→GR router and proof requirements
NATION LIVE:
  - composes ≥1 city LIVE
  - declares gate stack timing windows
  - publishes tails + repair latency (G-M2 + G-M3)
  - includes ≥1 nation comparative

PORTS:
  - W0 Master Hub
  - W4 GF Failure Library
  - W5 GR Repair Library
  - W1 City Registry
  - W2 Nation Registry
  - W3 Comparative Registry