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InterstellarCore PACK — PART 3/3

 =========================================================
# WORDPRESS-READY PASTE PACK (H1/H2) — PART 3/3
# Deliverables:
#   1) Minimum Viable Runtime Kit v1.0
#   2) Agency Stack v1.0
#   3) Government Operating Manual v1.0
#   4) AI Agent Prompts Pack v1.0
#   + (Optional) Global Exam Pack standalone v1.0 (recommended publish)
# =========================================================

WordPress_PastePack_Part3:

# =========================================================
# 1) MINIMUM VIABLE RUNTIME KIT v1.0
# URL: /interstellarcore/minimum-viable-runtime-kit/
# ID: eduKateSG.IC.Runtime.MVRK.v1.0
# =========================================================

  MinimumViableRuntimeKit_v1_0:

    Page:
      URL: "/interstellarcore/minimum-viable-runtime-kit/"
      Title: "Minimum Viable Runtime Kit v1.0 (Run InterstellarCore with ChatGPT + Sheets + Paper)"
      Version: "v1.0"
      CanonicalID: "eduKateSG.IC.Runtime.MVRK.v1.0"

    H1: "Minimum Viable Runtime Kit v1.0"

    Intro:
      - "This kit makes InterstellarCore runnable immediately, even without custom software."
      - "Tools needed: ChatGPT (ChronoHelmAI prompt), a spreadsheet, and optional paper cards."
      - "Everything below is a minimal operational scaffold: forms, logs, schedules, audits, dashboards, SOP."

    H2: "What you get (Components)"
    Content:
      - "C1 Weekly Snapshot Form (per learner)"
      - "C2 Artifact Submission Form"
      - "C3 ChronoHelm Decision Log"
      - "C4 Retest & Spacing Calendar"
      - "C5 Audit Queue + Replication Record"
      - "C6 Repair Corridor Tracker"
      - "C7 Parent Dashboard (1-page)"
      - "C8 Teacher Dashboard (1-page)"
      - "C9 Public Trust Summary (anonymized)"
      - "C10 Operator SOP (weekly playbook)"
      - "C11 Spreadsheet workbook layout"

    H2: "C1 Weekly Snapshot Form (Learner)"
    Content:
      - "Fields:"
      - "LearnerID, Age, CohortID"
      - "DSTVC (0–1): D, S, T, V, C"
      - "Buffers: SleepDebtIndex (0–1), AvoidanceFlag (true/false), LoadStackingIndex (0–3)"
      - "AI usage: Current tier, used this week?"
      - "Events: audit fail in last 8 weeks? crisis event?"
      - "Notes: top 1 failure + top 1 success"

    H2: "C2 Artifact Submission Form"
    Content:
      - "Required per major task:"
      - "ArtifactID, LearnerID, Subject, TaskType"
      - "VerificationPack counts: Assumptions≥2, Tests≥3, EdgeCase≥1, Rewrite≥1, BoundedConclusion=Yes"
      - "Timed result, accuracy, transfer evidence, teach-back evidence, AI assist used?"

    H2: "C3 ChronoHelm Decision Log (Required output order)"
    Content:
      - "A) State: AI tier, drift detected, severity"
      - "B) Actions: load cap, truncate %, freeze topics, repair level, retest window"
      - "C) Verification: what is missing and what must be fixed"
      - "D) Schedule: next 7-day plan"
      - "E) Escalation: need Oracle? why"
      - "F) Promoter message: 2–3 lines"

    H2: "C4 Retest & Spacing Calendar"
    Content:
      - "Rules:"
      - "Fail → retest in 7 days"
      - "Repair → retest in 14 days"
      - "Mastered → spacing retest 14–30 days"
      - "Fields: LearnerID, TopicID, status, next retest date, last result"

    H2: "C5 Audit Queue + Replication Record"
    Content:
      - "Random replication audits per term (minimum):"
      - "Age 4–10: 5% | 11–14: 8% | 15–18: 12% | 19–22: 20%"
      - "Mandatory triggers: capstones, unbounded conclusions, repeat verification fail, acceleration requests"
      - "ReplicationPass determines badge validity; fail → revoke badge + repair corridor."

    H2: "C6 Repair Corridor Tracker"
    Content:
      - "Tracks corridor level (L1–L4), start/exit dates, exit conditions, retest results, re-entry within 8 weeks."

    H2: "C7 Parent Dashboard (1-page)"
    Content:
      - "This week status: AI tier, drift detected, load cap, repair level"
      - "DSTVC bar + buffer signals"
      - "What parents do: protect sleep, respect truncation, ask for VerificationPack not answers"
      - "Next retest window + short promoter message"

    H2: "C8 Teacher Dashboard (1-page)"
    Content:
      - "Cohort drift rate, verification pass rate, timed stability trend"
      - "Audit replication pass rate"
      - "Top 3 failure topics + retest queue size"
      - "Controls: request mass truncation, freeze topics, escalate to Oracle"

    H2: "C9 Public Trust Summary (anonymized)"
    Content:
      - "Annual publication only: aggregate trends, exam pack results, replication integrity index, equity gaps"
      - "Never publish individual-level logs."

    H2: "C10 Operator SOP (Weekly Playbook)"
    Content:
      - "Collect snapshots + artifacts → run ChronoHelm → enforce caps → route repairs → schedule retests → run audits → update dashboards → governance review → pause scaling if theatre detected."

    H2: "C11 Spreadsheet Workbook Layout"
    Content:
      - "Sheets: Learners, WeeklySnapshots, Artifacts, ChronoHelmDecisions, RetestCalendar, AuditQueue, RepairTracker, ParentDashboards, TeacherDashboards, PublicSummary"

# =========================================================
# 2) AGENCY STACK v1.0
# URL: /interstellarcore/agency-stack/
# ID: eduKateSG.IC.AgencyStack.v1.0
# =========================================================

  AgencyStack_v1_0:

    Page:
      URL: "/interstellarcore/agency-stack/"
      Title: "Agency Stack v1.0 (AI as Government → MOE → School → Teacher → Tutor)"
      Version: "v1.0"
      CanonicalID: "eduKateSG.IC.AgencyStack.v1.0"

    H1: "Agency Stack v1.0: AI as Government → MOE → School → Teacher → Tutor"

    Intro:
      - "ChronoHelmAI is not only a scheduler. It can instantiate bounded administrative roles."
      - "Each layer has authority boundaries. No layer can override the constitution invariants."
      - "Authority escalates upward. Responsibility cascades downward."

    H2: "Role layers (Top → Bottom)"
    Content:
      - "Government: national stability, equity allocation, crisis activation, scaling decisions."
      - "MOE: standards mapping, exam equivalence, Oracle certification, teacher pipeline."
      - "School: cohort drift management, cap enforcement, repair routing, audit operations."
      - "Teacher: artifacts, DSTVC scoring, Level1–2 repair, retests."
      - "Tutor: micro-repair, verification coaching, buffer stabilization (must comply with school caps)."

    H2: "Escalation Matrix (When to route upward)"
    Content:
      - "Single learner drift (L1–L2) → Teacher"
      - "Learner fails repair twice → School + Oracle review"
      - "Cohort drift > 15% → School freeze + mass truncation"
      - "School replication pass rate < 0.85 → MOE intervention"
      - "National collapse rate rising 2 terms → Government crisis mode"

    H2: "Governance locks (Cannot be broken)"
    Content:
      - "Verification gate mandatory"
      - "Replication audit independent"
      - "No prestige exemptions"
      - "Hard load caps"
      - "Badge expiry"
      - "Pause scaling if audit theatre detected"
      - "Privacy contract immutable"

    H2: "Promoter layer (Culture across all roles)"
    Content:
      - "Government: scale only when audit integrity is stable."
      - "MOE: depth + verification precede acceleration."
      - "School: caps protect performance."
      - "Teacher: repair is instructional strength."
      - "Tutor: verification is empowerment, not punishment."

# =========================================================
# 3) GOVERNMENT OPERATING MANUAL v1.0
# URL: /interstellarcore/government-operating-manual/
# ID: eduKateSG.IC.GovOpsManual.v1.0
# =========================================================

  GovernmentOperatingManual_v1_0:

    Page:
      URL: "/interstellarcore/government-operating-manual/"
      Title: "Government Operating Manual v1.0 (SOP for Government/MOE/School/Teacher/Tutor Modes)"
      Version: "v1.0"
      CanonicalID: "eduKateSG.IC.GovOpsManual.v1.0"

    H1: "Government Operating Manual v1.0"

    Intro:
      - "This is the operational SOP layer for running InterstellarCore as an administrative system."
      - "All roles obey the constitution invariants and operate through ChronoHelmAI."

    H2: "Command chain"
    Content:
      - "Government: targets, capacity, crisis activation, scaling."
      - "MOE: adapters, exam pack, Oracle certification, teacher pipeline."
      - "School: caps, drift response, audits, repair corridors."
      - "Teacher: artifacts, DSTVC scoring, Level1–2 repairs."
      - "Tutor: micro repair aligned to caps + tiers."

    H2: "Weekly operations cadence"
    Content:
      - "Mon–Tue: collect snapshots + artifacts; run ChronoHelm."
      - "Wed: repairs + retests."
      - "Thu: audits + escalations."
      - "Fri: governance review (drift + theatre detectors)."
      - "Weekend: buffer restoration + spaced practice only."

    H2: "Government mode SOP"
    Content:
      - "Weekly national scan; quarterly scaling review; annual trust report."
      - "Pause scaling triggers: ReplicationPassRate<0.85; backlog high; theatre detected; equity gap widening."
      - "Outputs: directives, funding routing, crisis notices."

    H2: "MOE mode SOP (Curriculum adapter)"
    Content:
      - "Map outcomes → artifacts; run Global Exam Pack; certify Oracles; train teachers."
      - "Curriculum updates follow L2 protocol: need → mapping → pilot → caps check → version publish."

    H2: "School mode SOP (Cohort drift protocol)"
    Content:
      - "Trigger: cohort drift >15%."
      - "Actions: truncate 30–50%, freeze topics 2 weeks, rebuild verification habits, schedule retests, increase audits."
      - "Exit: drift <10% for 2 weeks and replication pass ≥0.85."

    H2: "Teacher mode SOP"
    Content:
      - "Every major task requires VerificationPack + bounded conclusion."
      - "Timed stability drills weekly."
      - "Escalate if repeat failures, persistent V<0.70, or capstone."

    H2: "Tutor mode SOP"
    Content:
      - "Allowed: verification coaching, buffer stabilization, micro drills, teach-back."
      - "Forbidden: giving full solutions under Tier0, encouraging overload, bypassing caps."

    H2: "Legal adapter workflow (L1) + crisis command chain"
    Content:
      - "Legal changes follow: diff → invariant check → minimal change → audit → public notice."
      - "Crisis: load shedding + Tier0 + drills + postmortems; exit only when stability returns and audits stay intact."

    H2: "Scaling safety brake"
    Content:
      - "Scale only if Oracle capacity and audit integrity remain safe; otherwise pause scaling."

# =========================================================
# 4) AI AGENT PROMPTS PACK v1.0
# URL: /interstellarcore/ai-agent-prompts-pack/
# ID: eduKateSG.IC.AgentPrompts.v1.0
# =========================================================

  AIAgentPromptsPack_v1_0:

    Page:
      URL: "/interstellarcore/ai-agent-prompts-pack/"
      Title: "AI Agent Prompts Pack v1.0 (Turn any LLM into Government/MOE/School/Teacher/Tutor)"
      Version: "v1.0"
      CanonicalID: "eduKateSG.IC.AgentPrompts.v1.0"

    H1: "AI Agent Prompts Pack v1.0"

    Intro:
      - "These are paste-ready prompts that turn any LLM into InterstellarCore agents."
      - "All agents inherit immutable constitution invariants and output structured decisions."
      - "Use the Shared System Block above each agent prompt."

    H2: "Shared System Block (Paste above all agents)"
    Content:
      - "Include the constitution invariants (truth, verification gate, caps, release valve, no prestige exemptions, pause scaling, privacy, equity, crisis mode, scaling lock)."
      - "Instruction: ask only for missing input fields; otherwise run the loop and output decisions."

    H2: "Government Agent Prompt"
    Content:
      - "Scope: national stability, equity, Oracle capacity, scaling safety, crisis activation."
      - "Output: national health → risk flags → decisions → directives → public statement → invariant check."

    H2: "MOE Agent Prompt"
    Content:
      - "Scope: curriculum-to-artifact mapping, exam pack, Oracle certification, teacher pipeline."
      - "Output: invariant check → adapter decision → audit adjustments → training directives → version update."

    H2: "School Agent Prompt"
    Content:
      - "Scope: cohort drift detection, cap enforcement, repair routing, audit queue."
      - "Output: drift assessment → actions → audit adjustments → escalation → invariant check."

    H2: "Teacher Agent Prompt"
    Content:
      - "Scope: artifact evaluation, DSTVC scoring, Level1–2 repair, retest scheduling."
      - "Output: AI tier → drift severity → repair level → load adjustment → retest schedule → verification fixes → escalation → promoter message → invariant check."

    H2: "Tutor Agent Prompt"
    Content:
      - "Scope: micro repair, verification coaching, buffer stabilization, teach-back reinforcement."
      - "Output: 45-min session plan → verification exercise → buffer action → teach-back → readiness for retest → escalation → promoter message → invariant check."

# =========================================================
# OPTIONAL (RECOMMENDED) 5) GLOBAL EXAM PACK v1.0
# URL: /interstellarcore/global-exam-pack/
# ID: eduKateSG.IC.Block.GlobalExamPack.v1.0
# =========================================================

  GlobalExamPack_v1_0:

    Page:
      URL: "/interstellarcore/global-exam-pack/"
      Title: "Global Equivalence Exam Pack v1.0 (Annual Proof Instrument)"
      Version: "v1.0"
      CanonicalID: "eduKateSG.IC.Block.GlobalExamPack.v1.0"

    H1: "Global Equivalence Exam Pack v1.0"

    Intro:
      - "This is the public proof instrument for InterstellarCore."
      - "It is curriculum-agnostic: any country can run it to show adequacy and audit integrity without surveillance."

    H2: "Components (E1–E6)"
    Content:
      - "E1 Math variation + modelling"
      - "E2 Reading/Writing bounded conclusion"
      - "E3 Science uncertainty + bias"
      - "E4 Creative iteration v0.1→v0.2"
      - "E5 Crisis drill + postmortem"
      - "E6 Audit defence + replication"

    H2: "Scoring and pass rules"
    Content:
      - "Score each component on DSTVC (0–4)."
      - "PASS: V≥2 on all components AND mean≥2.5"
      - "P3 Ready: mean≥3.2 + stability threshold + replication pass"

    H2: "Publication rule (Trust without surveillance)"
    Content:
      - "Publish anonymized aggregates only: trends, audit integrity index, equity gaps."
      - "Never publish individual logs."

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