eduKateSG.IC.CCA.TimetableArchitecture.eduKateSG.IC.CCA.InstructorCertification.AVOO.eduKateSG.IC.P3.ProfileRouting.System.v1.0

# =========================================================
# NEXT PACK (3 deliverables)
# 1) CCA Timetable Architecture (weekly layout + load balancing with academics)
# 2) CCA Instructor Training + Certification (AVOO-aligned)
# 3) P3 Personality Profiling System (early detection + routing, non-labeling)
#
# IDs:
#   1) eduKateSG.IC.CCA.TimetableArchitecture.v1.0
#   2) eduKateSG.IC.CCA.InstructorCertification.AVOO.v1.0
#   3) eduKateSG.IC.P3.ProfileRouting.System.v1.0
# Policy: Forward-only updates; do not rename IDs
# =========================================================
CCA_TimetableArchitecture:
  Meta:
    ID: eduKateSG.IC.CCA.TimetableArchitecture.v1.0
    Version: v1.0
    CoreLaw:
      - "CCA is load training; academics is skill formation."
      - "CCA must not steal recovery buffers; it must strengthen them."
    WeeklyTemplateTypes:
      - Type.A: "Academic-heavy week (exam season)"
      - Type.B: "Balanced week (default)"
      - Type.C: "CCA-heavy week (project/competition season)"
    LoadControls:
      - "Max 2 high-intensity days/week (for ages <=12)"
      - "Max 3 high-intensity days/week (ages 13–18)"
      - "Mandatory Recovery Blocks after high-intensity sessions"
      - "No late-night intensives before timed academic drills"
  UniversalBlocks:
    BlockDefinitions:
      AcademicCore: {duration: "60–120min", purpose: "Depth + Verification"}
      TimedStability: {duration: "30–60min", purpose: "Stability under constraint"}
      TransferStudio: {duration: "30–60min", purpose: "New-context mapping"}
      CCA_Practice: {duration: "60–120min", purpose: "Applied corridor training"}
      CCA_Competition: {duration: "2–6h", purpose: "Stress + Coordination"}
      Recovery: {duration: "30–90min", purpose: "sleep/food/emotion reset"}
      ReflectionLog: {duration: "10–20min", purpose: "Verification closure"}
  WeeklyLayouts:
    Ages_7to9:
      Default(Type.B):
        Mon: [AcademicCore, TimedStability, Recovery, ReflectionLog]
        Tue: [CCA_Practice(Physical), Recovery, ReflectionLog]
        Wed: [AcademicCore, TransferStudio, Recovery, ReflectionLog]
        Thu: [CCA_Practice(Artistic), Recovery, ReflectionLog]
        Fri: [AcademicCore(light), Recovery]
        Sat: [CCA_Practice(mixed 90min), Play, ReflectionLog]
        Sun: [FamilyBufferDay, LightReading, Recovery]
      IntensityRules:
        - "Only 1 competition-style event/month"
        - "Reflection is coached, not punitive"
      PassCondition:
        - "No chronic sleep debt"
        - "StabilityIndex >=0.70 maintained"
    Ages_10to12:
      Default(Type.B):
        Mon: [AcademicCore, TimedStability, Recovery, ReflectionLog]
        Tue: [CCA_Practice(Physical), Recovery, ReflectionLog]
        Wed: [AcademicCore, TransferStudio, Recovery, ReflectionLog]
        Thu: [CCA_Practice(Technical OR Artistic), Recovery, ReflectionLog]
        Fri: [AcademicCore, VerificationDrill(20min), Recovery]
        Sat: [CCA_ProjectBlock(2–3h), Recovery, ReflectionLog]
        Sun: [TransferStudio(light), FamilyBufferDay, Recovery]
      CompetitionSeason(Type.C):
        - "Replace one AcademicCore with Recovery + light verification"
        - "Maintain 2 timed academic sessions/week minimum"
      PassCondition:
        - "TransferScore >=0.65"
        - "VerificationLogs >=1/week"
    Ages_13to16:
      Default(Type.B):
        Mon: [AcademicCore, TimedStability, Recovery, ReflectionLog]
        Tue: [CCA_Practice(Physical high-intensity), Recovery, ReflectionLog]
        Wed: [AcademicCore, TransferStudio, CCA_Practice(Civic light), ReflectionLog]
        Thu: [CCA_Practice(Technical high-intensity), Recovery, ReflectionLog]
        Fri: [AcademicCore, VerificationDrill(30min), Recovery]
        Sat: [CCA_ProjectOrCompetition(3–5h), Recovery, PostmortemLog]
        Sun: [Recovery, LongRead/Write(60min), FamilyBufferDay]
      ExamSeason(Type.A):
        - "Reduce CCA intensity by 30–50%"
        - "Keep 1 Physical session (stability maintenance)"
        - "Replace competitions with simulation-lite (short drills)"
      PassCondition:
        - "StabilityIndex >=0.78"
        - "VerificationCompliance >=0.75"
    Ages_17to18:
      Default(Type.B):
        Mon: [DeepWork(2h), TimedStability, Recovery, VerificationLog]
        Tue: [CCA_TechnicalMajor(2–3h), TestingBlock, Recovery]
        Wed: [DeepWork(2h), TransferStudio, CivicLeadership(1h), Log]
        Thu: [PhysicalMaintenance(60–90min), Recovery, Log]
        Fri: [DeepWork(2h), VerificationAudit(45min), Recovery]
        Sat: [ProjectShipBlock(4–6h), Postmortem, Recovery]
        Sun: [Recovery, LongHorizonPlan(60min), FamilyBufferDay]
      PassCondition:
        - "P3AffinityScore >=0.80"
        - "Ships under constraint at least 1 artifact/term"
    Ages_19to22:
      Default(Type.B):
        Mon: [CapstoneDeepWork, VerificationAudit, Recovery]
        Tue: [CoordinationLab, InterfaceReview, Log]
        Wed: [CrisisSimulationDrill, Postmortem, Recovery]
        Thu: [TransferAcrossLanes, SensitivityAnalysis, Log]
        Fri: [ShipDeliverable, Audit, Recovery]
        Sat: [ExpeditionaryOrFieldwork, Recovery, Log]
        Sun: [Recovery, Planning, Reflection]
      PassCondition:
        - "P3AffinityScore >=0.85"
        - "Crisis stabilisation pass at least 2/term"
  LoadBalancingController:
    Triggers:
      - "SleepDebt >= 2 days/week"
      - "VerificationDrop 2 weeks"
      - "TimedStability index drops below band threshold"
      - "StressRise events >=3/week"
    Actions:
      - "Cut CCA intensity first (not remove completely)"
      - "Restore Recovery blocks"
      - "Switch to simulation-lite + technique refinement"
      - "Stitch back over 2–4 weeks"
# =========================================================
# 2) CCA Instructor Training + Certification (AVOO-aligned)
# =========================================================
CCA_InstructorCertification:
  Meta:
    ID: eduKateSG.IC.CCA.InstructorCertification.AVOO.v1.0
    Version: v1.0
    RoleStack: [Architect, Visionary, Oracle, Operator]
    Principle:
      - "Instructors are corridor engineers."
      - "They must create variation safely, not random stress."
  Levels:
    Cert.Operator_CCA:
      Who: "CCA coaches, trainers, facilitators"
      MustDemonstrate:
        - "run session safely"
        - "teach technique"
        - "execute routine consistently"
        - "basic learner de-escalation"
      Exam:
        - Practical: "deliver 2 sessions observed"
        - Safety: "risk checklist pass"
        - Reflection: "write 1 post-session log"
      PassCriteria:
        - "no safety violations"
        - "learner stability maintained"
        - "session plan followed"
    Cert.Oracle_CCA:
      Who: "Lead coaches, mentors, assessors"
      MustDemonstrate:
        - "diagnose drift (Foundation/Stability/Transfer/Verification/Stress)"
        - "design repair loop (truncation + stitching)"
        - "audit performance without bias"
      Exam:
        - CaseAudit: "audit 3 learner cases"
        - RepairPlan: "write corridor plan"
        - RetestDesign: "create retest tasks"
      PassCriteria:
        - "diagnosis matches evidence"
        - "repair plan feasible"
        - "retests aligned to objectives"
    Cert.Visionary_CCA:
      Who: "Programme designers, heads of domain"
      MustDemonstrate:
        - "design multi-term CCA progression"
        - "balance load with academics"
        - "build measurement systems"
      Exam:
        - ProgrammeDesign: "12-week progression map"
        - MetricsDesign: "scorecards + thresholds"
        - FailureAtlas: "10 predictable failures + repairs"
      PassCriteria:
        - "progression coherent"
        - "metrics measurable"
        - "safety constraints respected"
    Cert.Architect_CCA:
      Who: "Top-level corridor innovators"
      MustDemonstrate:
        - "create new training corridors safely"
        - "pilot+rollback discipline"
        - "stress-inoculation without harm"
      Exam:
        - PilotPlan: "new corridor module"
        - RollbackPlan: "stop-loss triggers"
        - Validation: "A/B test with outcomes"
      PassCriteria:
        - "pilot bounded"
        - "rollback executable"
        - "outcomes improved without stress harm"
  InstructorSOP:
    EverySession:
      - "Warm-up: regulation + safety"
      - "Technique: depth"
      - "Variation: transfer"
      - "Constraint: stability"
      - "Closure: verification + reflection log"
    ForbiddenPatterns:
      - "Random punishment stress"
      - "Humiliation"
      - "Volume without feedback"
      - "Competition without postmortem"
# =========================================================
# 3) P3 Personality Profiling System (Early Detection + Routing)
# Non-labeling: produces "Role Bias Signals", not identity labels.
# =========================================================
P3_ProfileRoutingSystem:
  Meta:
    ID: eduKateSG.IC.P3.ProfileRouting.System.v1.0
    Version: v1.0
    Objective:
      - "Detect which environments increase P3 affinity"
      - "Route learners to CCAs that strengthen weak dimensions"
    NonLabelPolicy:
      - "No permanent labels."
      - "Only dynamic signals that update each term."
  Signals:
    Signal.OperatorBias:
      Evidence:
        - "high Stability + execution"
        - "routine adherence"
        - "team role discipline"
    Signal.OracleBias:
      Evidence:
        - "high Verification"
        - "notices errors"
        - "writes audit-quality logs"
    Signal.VisionaryBias:
      Evidence:
        - "high Transfer"
        - "connects ideas across domains"
        - "proposes improvements"
    Signal.ArchitectSeed:
      Evidence:
        - "creates novel corridors"
        - "generates permutations"
        - "can propose pilot+rollback (older years)"
  MeasurementPack:
    PerTerm:
      - StabilityIndex: "timed + stress sessions trend"
      - TransferScore: "new-context tasks success"
      - VerificationCompliance: "logs, tests, edge cases"
      - CoordinationRating: "team feedback + role clarity"
      - RecoveryTime: "minutes to regain composure"
    Output:
      RoleBiasVector:
        Format: "{Operator:x, Oracle:y, Visionary:z, ArchitectSeed:w}"
      RoutingRecommendation:
        - "2 CCAs to strengthen weakest dimension"
        - "1 CCA aligned to strongest bias"
  RoutingRules:
    If_StabilityLow:
      Assign: ["MartialArts OR Endurance", "OutdoorExpedition-lite"]
      Goal: "stress inoculation + recovery protocol"
    If_TransferLow:
      Assign: ["Robotics", "Design iteration studio", "Systems mapping club"]
      Goal: "variation + mapping practice"
    If_VerificationLow:
      Assign: ["Coding with tests", "Debate fact-check", "Research club"]
      Goal: "checks + evidence discipline"
    If_CoordinationLow:
      Assign: ["TeamSports", "StudentGovernance", "Ensemble theatre"]
      Goal: "interfaces + roles"
    If_ArchitectSeedEmerging (Age>=15):
      Assign: ["Hackathon + pilot discipline", "Prototype studio", "Innovation lab with rollback"]
      Gate: "Oracle audit required for any pilot"
  TermlyReviewProtocol:
    - "Update RoleBiasVector"
    - "Adjust CCA assignments"
    - "Check load vs recovery"
    - "If StressRise: cut intensity, keep discipline"
  Outputs_End_A6:
    - "Learner has stable P3 corridor in at least 2 domains"
    - "Learner can lead + audit + ship under constraint"
    - "Learner can recover from failure without identity collapse"