Interstellar-Core Life Corridor Router v1.0

ID: eduKateSG.IC.Router.LifeCorridor.v1.0
Type: Machine-readable routing spec (Age + NodeStates → 12-week plan)
Goal: Convert any learner’s current state into a Phase-3 corridor plan (repair + projection + transfer)
Design lineage: CFCS control logic (Drift/Repair/Projection) applied across life stages

Classical Foundation Block

A router takes an input state and selects a path (sequence of actions) to reach a target state.

Civilisation-Grade Definition

The Life Corridor Router is:

A time-domain education routing engine that uses node/bind health to generate a 12-week plan that stabilises capability under load, restores broken binds, and activates projection via transfer.

0) Inputs & Outputs

Input Schema

			
Input:
  Learner:
    Age: 0            # integer (years)
    Stage: ""         # optional: A1..A7
  Phase:
    Current: "P0|P1|P2|P3"
  NodeStates:         # 0.00–1.00 strength estimate
    L0_SpokenLanguage: 0.00
    L1_ReadingComprehension: 0.00
    L2_WritingExplanation: 0.00
    M0_PatternRecognition: 0.00
    M1_NumberSense: 0.00
    M2_AlgebraFunctions: 0.00
    M3_ProofRigor: 0.00
    M4_StatisticsUncertainty: 0.00
    R0_LogicValidity: 0.00
    R2_VerificationDiscipline: 0.00
    P1_PhysicsMathLink: 0.00
    P2_EnergySystemsLiteracy: 0.00
    B0_BiologyFoundations: 0.00
    C1_CodingProgramming: 0.00
    C2_SimulationModelling: 0.00
    C3_AIHybridDiscipline: 0.00
    S0_SystemsThinkingIntro: 0.00
    G1_GovernanceLiteracy: 0.00
    E1_StressTolerance: 0.00
    E2_DecisionStability: 0.00
  BindSignals:        # optional (true/false) if you already detected a break
    L0_to_R0: null
    M2_to_P1: null
    R2_to_C3: null
    E1_to_E2: null
    G1_to_G3: null

		

Output Schema

			
Output:
  TargetPhase: "P1|P2|P3"
  Plan12Weeks:
    - WeekBlock: "1-2|3-4|5-8|9-12"
      Focus: ["Repair|Stability|Transfer|Coordination"]
      Tasks: []
      MetricsToTrack: []
  StopLossRules: []
  GraduationCriteria: []
  Notes: ""

		

1) Constants (Thresholds)

			
Thresholds:
  T_core: 0.80        # strong enough to build on
  T_mid: 0.65         # usable but fragile
  T_low: 0.50         # needs repair
  T_transfer: 0.70
  T_stability: 0.75
  T_verify: 0.70
  T_stress: 0.70

		

2) Stage Resolver (Age → Stage)

			
StageResolver:
  if Age in [1..3]: Stage = A1
  if Age in [4..6]: Stage = A2
  if Age in [7..12]: Stage = A3
  if Age in [13..16]: Stage = A4
  if Age in [17..18]: Stage = A5
  if Age in [19..22]: Stage = A6
  if Age >= 23: Stage = A7

		

3) Core Routing Rules (CFCS-style)

3.1 Identify Broken Foundations

			
FoundationBreakRules:
  - name: "LanguageMeaningBreak"
    if: "L0_SpokenLanguage < T_mid OR L1_ReadingComprehension < T_mid"
    then: "Prioritise LanguageRepair; block advanced abstraction"
  - name: "MathStructureBreak"
    if: "M1_NumberSense < T_mid"
    then: "Prioritise NumberSenseRepair; block algebra acceleration"
  - name: "VerificationBreak"
    if: "R2_VerificationDiscipline < T_mid"
    then: "Prioritise VerificationRepair; restrict AI use to guided mode"
  - name: "StressBreak"
    if: "E1_StressTolerance < T_mid"
    then: "Prioritise StressStability; reduce load spikes"
  - name: "PhysicsLinkBreak"
    if: "M2_AlgebraFunctions < T_mid"
    then: "Block physics-math integration; repair algebra first"

		

3.2 Decide Target Phase

			
PhaseTargetRules:
  - if: "Current == P0"
    then: "TargetPhase = P1"
  - if: "Current == P1"
    then: "TargetPhase = P2"
  - if: "Current == P2 AND (TransferReady == true) AND (StabilityReady == true)"
    then: "TargetPhase = P3"
  - else: "TargetPhase = P2"

		

Where:

			
DerivedFlags:
  TransferReady: "(L2_WritingExplanation >= T_mid OR R0_LogicValidity >= T_mid) AND (TransferIndexProxy >= T_mid)"
  StabilityReady: "(E1_StressTolerance >= T_stress) AND (TimedStabilityProxy >= T_stability)"

(If you don’t track proxies yet: use E1 as stability proxy and require 2 stable weeks.)

4) Plan Generator (12 Weeks)

Universal Plan Skeleton

			
PlanSkeleton:
  Weeks1to2:  ["Truncation + Foundation Repair"]
  Weeks3to4:  ["Stability Under Load (gentle)"]
  Weeks5to8:  ["Depth + Transfer (weekly transfer task)"]
  Weeks9to12: ["Projection (integration + coordination)"]

		

4.1 Task Library (by Focus)

			
TaskLibrary:
  LanguageRepair:
    - "Daily narration + retell (age-adjusted)"
    - "Reading with recall + inference"
    - "Explain-one-thing in own words (weekly)"
  MathRepair:
    - "Number sense rebuild (estimation, decomposition)"
    - "Error cluster cleanup (same mistake 3 times → rebuild)"
  VerificationRepair:
    - "Two-solution rule (solve twice differently)"
    - "Edge-case test habit (weekly)"
  StressStability:
    - "Short timed sets + recovery routine"
    - "One controlled discomfort task/week"
  Transfer:
    - "Same idea, new context problem"
    - "Interleaved mixed-set weekly"
  Coordination:
    - "Teach-back to peer/parent"
    - "Shared project with interface responsibilities"
  AIHybrid:
    - "Prompt → Generate → Verify → Repair → Transfer → Log"
    - "Hallucination drills (contradiction, edge cases)"

		

5) Stage-Specific 12-Week Outputs (Templates)

A1–A2 (Ages 1–6): Foundation Corridor Plan

			
Template_Ages1to6:
  TargetPhase: "P2"
  Plan12Weeks:
    - WeekBlock: "1-2"
      Focus: ["Repair"]
      Tasks: ["LanguageRepair", "StressStability (routines)", "PatternPlay"]
      MetricsToTrack: ["story retell length", "recovery after frustration"]
    - WeekBlock: "3-4"
      Focus: ["Stability"]
      Tasks: ["consistent sleep routine", "daily story sequencing"]
      MetricsToTrack: ["routine adherence"]
    - WeekBlock: "5-8"
      Focus: ["Depth", "Transfer"]
      Tasks: ["new story retell context", "pattern transfer games"]
      MetricsToTrack: ["retell accuracy in new story"]
    - WeekBlock: "9-12"
      Focus: ["Projection"]
      Tasks: ["multi-step narrative", "simple explanation in own words"]
      MetricsToTrack: ["sequence stability"]
  StopLossRules:
    - "If distress persists → reduce task load, protect routine"
  GraduationCriteria:
    - "stable story sequencing"
    - "basic counting/pattern play without distress"

		

A3 (Ages 7–12): Structure + Early Projection

			
Template_Ages7to12:
  TargetPhase: "P3"
  Plan12Weeks:
    - WeekBlock: "1-2"
      Focus: ["Repair"]
      Tasks: ["MathRepair (core)", "LanguageRepair (explain steps)", "VerificationRepair"]
      MetricsToTrack: ["error clusters", "explanation clarity"]
    - WeekBlock: "3-4"
      Focus: ["Stability"]
      Tasks: ["2 short timed sets/week", "routine reset if needed"]
      MetricsToTrack: ["timed stability proxy", "stress signal"]
    - WeekBlock: "5-8"
      Focus: ["Transfer"]
      Tasks: ["weekly transfer task", "interleaved mixed set", "teach-back"]
      MetricsToTrack: ["transfer success rate"]
    - WeekBlock: "9-12"
      Focus: ["Projection"]
      Tasks: ["mini project (science/system)", "AIHybrid guided (age 10+)", "verification log"]
      MetricsToTrack: ["verification habit compliance"]
  StopLossRules:
    - "If timed stability drops: return to RepairLoop"
  GraduationCriteria:
    - "stable timed performance in short sets"
    - "weekly transfer tasks succeed"
    - "explains reasoning in words"

		

A4 (Ages 13–16): Abstraction + Stress + AI Discipline

			
Template_Ages13to16:
  TargetPhase: "P3"
  Plan12Weeks:
    - WeekBlock: "1-2"
      Focus: ["Repair"]
      Tasks: ["Algebra/Function repair", "VerificationRepair", "StressStability"]
      MetricsToTrack: ["algebra fluency", "edge-case testing"]
    - WeekBlock: "3-4"
      Focus: ["Stability"]
      Tasks: ["2 timed sessions/week", "recovery window protected"]
      MetricsToTrack: ["timed stability", "sleep indicator"]
    - WeekBlock: "5-8"
      Focus: ["Transfer"]
      Tasks: ["physics-math integration task", "coding modelling mini-task", "argument essay"]
      MetricsToTrack: ["cross-domain transfer"]
    - WeekBlock: "9-12"
      Focus: ["Projection", "Coordination"]
      Tasks: ["team project with roles", "AIHybrid loop (verify-first)", "weekly verification log"]
      MetricsToTrack: ["coordination reliability"]
  StopLossRules:
    - "If overload signals persist: reduce load, keep verification + repair"
  GraduationCriteria:
    - "stable under timed load"
    - "transfer across at least 2 domains"
    - "verification discipline consistent"

		

A5–A6 (Ages 17–22): Integration + Capstone Pipeline

			
Template_Ages17to22:
  TargetPhase: "P3"
  Plan12Weeks:
    - WeekBlock: "1-2"
      Focus: ["Repair"]
      Tasks: ["weak-node repair", "verification audit", "project scoping"]
      MetricsToTrack: ["assumption clarity", "tests written"]
    - WeekBlock: "3-4"
      Focus: ["Stability"]
      Tasks: ["deadline simulation", "stress recovery protocol"]
      MetricsToTrack: ["delivery reliability"]
    - WeekBlock: "5-8"
      Focus: ["Transfer", "Systems"]
      Tasks: ["cross-domain output weekly", "edge-case testing weekly"]
      MetricsToTrack: ["transfer logs", "verification logs"]
    - WeekBlock: "9-12"
      Focus: ["Projection", "Coordination"]
      Tasks: ["capstone sprint", "team interface delivery", "ethics audit"]
      MetricsToTrack: ["coordination stability", "failure trace quality"]
  StopLossRules:
    - "If verification fails repeatedly: reduce scope, repair reasoning"
  GraduationCriteria:
    - "capstone output passes edge-case tests"
    - "coordination deliverable shipped"
    - "clear failure trace + repair corridor written"

		

6) Stop-Loss Rules (Universal)

			
StopLossRules:
  - if: "StressSignal == High for 2+ weeks"
    then: "Reduce load spikes; protect recovery; continue small daily repair"
  - if: "Verification failures repeat"
    then: "Scope down; repair core reasoning; retest"
  - if: "Transfer repeatedly fails"
    then: "Return to depth + explanation; then reattempt transfer"

		

7) Graduation Criteria (Universal P3)

			
P3GraduationCriteria:
  - "Depth: explains in own words"
  - "Stability: performs under timed/stress variation"
  - "Transfer: succeeds in new contexts"
  - "Verification: tests and checks outputs"
  - "Coordination: can deliver with others"

		

Version Lock

			
VersionLock:
  PageID: "eduKateSG.IC.Router.LifeCorridor.v1.0"
  Policy: "Forward-only updates; no renaming IDs"

We’ll generate 4 example routed outputs (Age 5, Age 10, Age 15, Age 20) using this router — so you can see exactly what a 12-week corridor plan looks like in practice.

Example 1 — Age 5 (Early Foundation Drift)

Input

			
Learner:
  Age: 5
Phase:
  Current: P1
NodeStates:
  L0_SpokenLanguage: 0.55
  L1_ReadingComprehension: 0.40
  M0_PatternRecognition: 0.65
  M1_NumberSense: 0.50
  E1_StressTolerance: 0.45

		

Diagnosis

Language below T_mid
Stress tolerance below T_mid
Pattern OK
Phase = P1 → Target P2

Primary break:

LanguageMeaningBreak
StressBreak

12-Week Plan

			
TargetPhase: P2
Weeks1-2:
  Focus: Repair
  Tasks:
    - Daily story retell (5–7 mins)
    - Emotion naming in real-time
    - Counting games (no worksheets)
  Metrics:
    - Retell length ≥ 4 sentences
    - Frustration recovery < 2 mins
Weeks3-4:
  Focus: Stability
  Tasks:
    - Routine bedtime reset
    - Story sequencing cards
  Metrics:
    - Consistent daily routine
    - Sequence accuracy 80%
Weeks5-8:
  Focus: Depth + Transfer
  Tasks:
    - Retell unfamiliar story
    - “Explain how we count” aloud
  Metrics:
    - Retell new story independently
    - Counts to 50 with grouping
Weeks9-12:
  Focus: Projection
  Tasks:
    - Multi-step story creation
    - Simple “why” explanations
  Metrics:
    - Tells coherent 3-part story

		

Graduation:

Stable sequencing
Emotional recovery stable
Counting intuitive

Example 2 — Age 10 (Math Transfer Ceiling)

Input

			
Learner:
  Age: 10
Phase:
  Current: P2
NodeStates:
  L2_WritingExplanation: 0.60
  M1_NumberSense: 0.80
  M2_AlgebraFunctions: 0.65
  R2_VerificationDiscipline: 0.45
  E1_StressTolerance: 0.75

		

Diagnosis

Verification weak
Algebra fragile
Transfer likely weak
Stress OK

Primary break:

VerificationBreak

Target: P3

12-Week Plan

			
TargetPhase: P3
Weeks1-2:
  Focus: Repair
  Tasks:
    - Two-solution rule per math problem
    - Explain steps verbally
  Metrics:
    - 2 independent solution paths/week
Weeks3-4:
  Focus: Stability
  Tasks:
    - 2 short timed sets/week
    - Immediate explanation after
  Metrics:
    - ≥85% timed accuracy
Weeks5-8:
  Focus: Transfer
  Tasks:
    - Same algebra in word problem
    - Mixed-topic set weekly
  Metrics:
    - Transfer success ≥70%
Weeks9-12:
  Focus: Projection
  Tasks:
    - Mini coding model (age-appropriate)
    - Weekly verification log
  Metrics:
    - Edge-case testing habit consistent

		

Graduation:

Algebra holds under time
Explains reasoning
Transfer works in new context

Example 3 — Age 15 (Abstraction Strong, Stress Fragile)

Input

			
Learner:
  Age: 15
Phase:
  Current: P2
NodeStates:
  M2_AlgebraFunctions: 0.85
  P1_PhysicsMathLink: 0.80
  R2_VerificationDiscipline: 0.75
  E1_StressTolerance: 0.50
  E2_DecisionStability: 0.55

		

Diagnosis

Strong abstraction
Weak stress tolerance
Risk of timed collapse

Primary break:

StressBreak (E1 → E2)

Target: P3

12-Week Plan

			
TargetPhase: P3
Weeks1-2:
  Focus: Repair
  Tasks:
    - Short timed sets (15 mins max)
    - Recovery protocol after each
  Metrics:
    - Anxiety drop within 5 mins post-set
Weeks3-4:
  Focus: Stability
  Tasks:
    - 2 moderate timed sets/week
    - Sleep consistency tracking
  Metrics:
    - Stable accuracy across sessions
Weeks5-8:
  Focus: Transfer
  Tasks:
    - Physics problem under timed condition
    - Argument essay under constraint
  Metrics:
    - No accuracy drop >10%
Weeks9-12:
  Focus: Projection
  Tasks:
    - Mini team project (model system)
    - Teach-back session
  Metrics:
    - Delivery reliability

		

Graduation:

Timed stability maintained
Decision calm under stress
Team contribution stable

Example 4 — Age 20 (AI Overuse Risk)

Input

			
Learner:
  Age: 20
Phase:
  Current: P2
NodeStates:
  C3_AIHybridDiscipline: 0.40
  R2_VerificationDiscipline: 0.50
  K1_ResearchMethod: 0.75
  S1_SystemsIntegration: 0.70
  E2_DecisionStability: 0.80

		

Diagnosis

Strong research
Weak AI verification discipline
High false competence risk

Primary break:

R2 → C3 bind weak

Target: P3

12-Week Plan

			
TargetPhase: P3
Weeks1-2:
  Focus: Repair
  Tasks:
    - AI outputs must pass 3 edge-case tests
    - Rewrite outputs in own words
  Metrics:
    - Verification log every session
Weeks3-4:
  Focus: Stability
  Tasks:
    - Deadline simulation
    - AI audit checklist
  Metrics:
    - Zero unverified claims
Weeks5-8:
  Focus: Transfer
  Tasks:
    - Apply model to new domain
    - Compare two solution approaches
  Metrics:
    - Independent solution path used weekly
Weeks9-12:
  Focus: Projection
  Tasks:
    - Capstone sprint
    - Failure trace + repair plan written
  Metrics:
    - Edge-case survival documented

		

Graduation:

AI used as tool, not crutch
Verification habitual
Capstone survives stress scenario

What We Now Have

We now have:

Kernel subjects
Connection map
Weekly templates
Assessment protocol
Router
Real 12-week outputs

This is a complete civilisation-grade education control stack.

eduKateSG.IC.Router.LifeCorridor.v1.0

Interstellar-Core Life Corridor Router v1.0

Classical Foundation Block

Civilisation-Grade Definition

0) Inputs & Outputs

Input Schema

Output Schema

1) Constants (Thresholds)

2) Stage Resolver (Age → Stage)

3) Core Routing Rules (CFCS-style)

3.1 Identify Broken Foundations

3.2 Decide Target Phase

4) Plan Generator (12 Weeks)

Universal Plan Skeleton

4.1 Task Library (by Focus)

5) Stage-Specific 12-Week Outputs (Templates)

A1–A2 (Ages 1–6): Foundation Corridor Plan

A3 (Ages 7–12): Structure + Early Projection

A4 (Ages 13–16): Abstraction + Stress + AI Discipline

A5–A6 (Ages 17–22): Integration + Capstone Pipeline

6) Stop-Loss Rules (Universal)

7) Graduation Criteria (Universal P3)

Version Lock

Example 1 — Age 5 (Early Foundation Drift)

Input

Diagnosis

12-Week Plan

Example 2 — Age 10 (Math Transfer Ceiling)

Input

Diagnosis

12-Week Plan

Example 3 — Age 15 (Abstraction Strong, Stress Fragile)

Input

Diagnosis

12-Week Plan

Example 4 — Age 20 (AI Overuse Risk)

Input

Diagnosis

12-Week Plan

What We Now Have

Recommended Internal Links (Spine)

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