Career Lattice Course Catalog Skeleton + AVOO Gating Examination Rubrics v1.0

# =========================================================
# Career Lattice Course Catalog Skeleton v1.0
# + AVOO Gating Examination Rubrics v1.0
#
# IDs:
#   1) eduKateSG.IC.CareerLattice.CourseCatalog.v1.0
#   2) eduKateSG.IC.AVOO.GatingRubrics.v1.0
#
# Policy:
# - Forward-only updates
# - Lanes are corridors, not identities
# - Verification discipline required at all gates
# =========================================================
# =========================================================
# 1) CAREER LATTICE COURSE CATALOG
# =========================================================
CareerLattice_CourseCatalog:
  Meta:
    ID: eduKateSG.IC.CareerLattice.CourseCatalog.v1.0
    Version: v1.0
    Structure:
      EachLane:
        - PrerequisiteGate
        - CoreModules
        - Examinables
        - PassCriteria
        - AVOOBiasOutcome
  Lanes:
    # ------------------------------------------------------
    Lane.EngineeringEnergy:
    # ------------------------------------------------------
      PrerequisiteGate: Gate1_LaneEntry
      CoreModules:
        M1: "Algebra → Energy relations → Units discipline"
        M2: "Energy flow modelling (input→process→output)"
        M3: "Constraint mapping + trade-offs"
        M4: "Shock scenario modelling"
      Examinables:
        Depth: "Build working energy flow model"
        Stability: "Run model under 3 stress scenarios"
        Transfer: "Apply energy model to new domain (e.g., water, logistics)"
        Verification:
          - "Assumptions >=3"
          - "Tests >=3"
          - "Edge case >=1"
          - "Sensitivity >=2 parameters"
      PassCriteria:
        - "Model runs + interpretable"
        - "Stress scenarios documented"
        - "Verification complete"
      AVOOBiasOutcome:
        - HighS → Operator (engineering execution)
        - HighV → Oracle (audit safety constraints)
        - HighT → Visionary (design new systems)
        - HighT+PilotPlan → Architect-seed
    # ------------------------------------------------------
    Lane.SoftwareSystemsAI:
    # ------------------------------------------------------
      PrerequisiteGate: Gate1_LaneEntry
      CoreModules:
        M1: "Algorithm basics + complexity intuition"
        M2: "System architecture (modules + interfaces)"
        M3: "Testing discipline (unit + integration + edge cases)"
        M4: "AI-human interface + bounded outputs"
      Examinables:
        Depth: "Ship working system with documentation"
        Stability: "Handle load or error injection"
        Transfer: "Port feature to new context"
        Verification:
          - "Unit tests >=5"
          - "Edge case coverage"
          - "Independent replication"
      PassCriteria:
        - "System reproducible"
        - "Edge cases addressed"
      AVOOBiasOutcome:
        - StrongV → Oracle track (model audit)
        - StrongT → Visionary track (new architecture)
        - StrongS → Operator track (system maintainer)
    # ------------------------------------------------------
    Lane.BiomedHealth:
    # ------------------------------------------------------
      PrerequisiteGate: Gate1_LaneEntry
      CoreModules:
        M1: "Biology systems basics"
        M2: "Cause-effect + uncertainty reasoning"
        M3: "Data interpretation"
        M4: "Ethics + bounded claims"
      Examinables:
        Depth: "Explain mechanism (with diagram)"
        Stability: "Interpret data under variation"
        Transfer: "Apply mechanism to new scenario"
        Verification:
          - "Assumptions listed"
          - "Alternative explanation considered"
      PassCriteria:
        - "Mechanism coherent"
        - "Data interpretation correct"
      AVOOBiasOutcome:
        - StrongV → Oracle (medical reasoning)
        - StrongS → Operator (clinical execution)
        - StrongT → Visionary (system redesign)
    # ------------------------------------------------------
    Lane.GovernancePolicy:
    # ------------------------------------------------------
      PrerequisiteGate: Gate1_LaneEntry
      CoreModules:
        M1: "Incentive mapping"
        M2: "Trade-off analysis"
        M3: "Scenario modelling"
        M4: "Stop-loss + trigger rules"
      Examinables:
        Depth: "Map incentives + constraints"
        Stability: "Run policy under crisis sim"
        Transfer: "Adapt policy to new stakeholder map"
        Verification:
          - "Assumptions >=3"
          - "Alternate policy comparison"
      PassCriteria:
        - "Policy coherent + bounded"
      AVOOBiasOutcome:
        - StrongV → Oracle (audit governance)
        - StrongT → Visionary (policy design)
        - StrongT+Pilot → Architect-seed
    # ------------------------------------------------------
    Lane.FinanceRisk:
    # ------------------------------------------------------
      PrerequisiteGate: Gate1_LaneEntry
      CoreModules:
        M1: "Risk basics + probability"
        M2: "Portfolio trade-offs"
        M3: "Stress testing"
        M4: "Loss containment"
      Examinables:
        Depth: "Build simple risk model"
        Stability: "Stress test model"
        Transfer: "Apply risk lens to new domain"
        Verification:
          - "Sensitivity >=2"
          - "Worst-case documented"
      PassCriteria:
        - "Model runs + risk quantified"
    # ------------------------------------------------------
    Lane.ScienceResearch:
    # ------------------------------------------------------
      PrerequisiteGate: Gate2_LaneCertification
      CoreModules:
        M1: "Hypothesis discipline"
        M2: "Experimental design"
        M3: "Replication habit"
        M4: "Bounded conclusions"
      Examinables:
        Depth: "Mini publishable study"
        Stability: "Reproduce results"
        Transfer: "Apply method to new question"
        Verification:
          - "Independent replication"
          - "Alternate model tested"
    # ------------------------------------------------------
    Lane.DesignMedia:
    # ------------------------------------------------------
      PrerequisiteGate: Gate0_FoundationEligibility
      CoreModules:
        M1: "Narrative structure"
        M2: "User experience mapping"
        M3: "Prototype iteration"
        M4: "Feedback loops"
      Examinables:
        Depth: "Deliver narrative/product"
        Stability: "Revise under feedback"
        Transfer: "Adapt story/product to new audience"
        Verification:
          - "Feedback log"
          - "Revision reasoning"
    # ------------------------------------------------------
    Lane.OperationsLogistics:
    # ------------------------------------------------------
      PrerequisiteGate: Gate1_LaneEntry
      CoreModules:
        M1: "Process mapping"
        M2: "Bottleneck analysis"
        M3: "Throughput vs constraint"
        M4: "Crisis routing"
      Examinables:
        Depth: "Process diagram"
        Stability: "Throughput under load"
        Transfer: "Apply process to new context"
        Verification:
          - "Stop-loss rule defined"
    # ------------------------------------------------------
    Lane.EducationTeaching:
    # ------------------------------------------------------
      PrerequisiteGate: Gate1_LaneEntry
      CoreModules:
        M1: "Concept laddering"
        M2: "Error cluster diagnosis"
        M3: "Repair corridor design"
        M4: "Verification-first pedagogy"
      Examinables:
        Depth: "Teach-back session"
        Stability: "Repair loop executed"
        Transfer: "Adapt lesson to new learner type"
        Verification:
          - "Assessment + retest evidence"
# =========================================================
# 2) AVOO GATING EXAMINATION RUBRICS
# =========================================================
AVOO_GatingRubrics:
  Meta:
    ID: eduKateSG.IC.AVOO.GatingRubrics.v1.0
    Version: v1.0
    Scale: "0–3 rubric per dimension"
    Dimensions:
      D: Depth
      S: Stability
      T: Transfer
      V: Verification
  CertificationLevels:
    Operator_Cert:
      Eligibility:
        - "S >=2.5 average"
        - "V >=2"
        - "No chronic StabilityDrop"
      Exam:
        - "Execute SOP under timed stress"
        - "Repair simple drift"
        - "Maintain verification logs"
      Pass:
        - "Ship on time"
        - "Error cluster fixed"
        - "Verification intact"
    Oracle_Cert:
      Eligibility:
        - "V >=2.5 average"
        - "Transfer >=2"
      Exam:
        - "Audit 2 models"
        - "Find hidden assumptions"
        - "Bound conclusions"
      Pass:
        - ">=3 assumptions identified"
        - "Edge case tested"
        - "Alternate model compared"
    Visionary_Cert:
      Eligibility:
        - "T >=2.5 average"
        - "V >=2"
      Exam:
        - "Design new integration"
        - "Stress test design"
        - "Show 1 measurable improvement"
      Pass:
        - "Design coherent"
        - "Stress stable"
        - "Verification preserved"
    Architect_Seed:
      Eligibility:
        - "T >=2.5"
        - "V >=2.5"
        - "Pilot plan defined"
      Exam:
        - "Propose corridor change"
        - "Define rollback"
        - "Quantify Ğ vs Ḋ impact"
      Pass:
        - "Pilot safe"
        - "Oracle approval"
        - "Rollback ready"
  RoleAllocationRule:
    - "Highest dimension bias suggests track"
    - "No Architect without Oracle-level verification discipline"
    - "Visionary promotion requires stress stability >=2.5"
  CollapseGuard:
    - "If V <2 at any stage → freeze promotions"
    - "If S <2 under stress → no leadership certification"