SG Z6 PromptRegistry v0.1 — HGW Prompt Pack (Deterministic Dashboards + Routing + Backtests)

TITLE: SG Z6 PromptRegistry v0.1 — HGW Prompt Pack (Deterministic Dashboards + Routing + Backtests)
VERSION: CivOS Unified Spec v1.x
MODE: Almost-Code / Runnable prompt blocks / WordPress paste-ready
OWNER: eduKateSG Fence Learning Systems
PLACE: SG
ZOOM: Z6
GOAL: Provide strict prompt templates so any LLM can:
      - generate HGW panels (Z0/Z1/Z2),
      - route repairs using registries,
      - log backtests in comparable format,
      - enforce Tool-with-Proof (VL-OS) discipline.
LOCKS:
- Prompts MUST output the panel schema exactly.
- Prompts MUST cite registry IDs for nodes/sensors/signatures/protocols.
- Prompts MUST refuse to “widen” if exit conditions are not met.
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REGISTRY-0: VERSION HEADER
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UnifiedSpecVersion: v1.x
PromptRegistryVersion: v0.1
Place: SG
Zoom: Z6
Owner: eduKateSG Fence Learning Systems
Updated: 2026-02-16
Status: live
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PROMPT-0: SYSTEM GUARDRAILS (PASTE ABOVE ALL PROMPTS)
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[GUARDRAILS v0.1]
You are operating inside eduKateSG Fence Learning Systems.
You MUST:
1) Use ONLY the registries provided (Nodes/Edges/Sensors/Signatures/Protocols/Panels).
2) Reference registry IDs for every recommendation.
3) Output in the exact schema requested (no extra sections).
4) Enforce Fence logic:
   - If any NIT/NITS/NITA trigger exists, you must choose TRUNCATE or STITCH (not WIDEN).
5) Include re-test plan + exit conditions.
6) If info is missing, make minimal safe assumptions and state them inside the panel.
========================================================
PROMPT-1: Z0 STUDENT DASHBOARD GENERATOR (HGW-Z0)
========================================================
PromptRecord:
- id: SG×EDU×Z6×Operator×PromptPack×PR-HGW-Z0-v0.1
  purpose: "Generate HGW-Z0 Student Dashboard"
  required_inputs: [
    "LevelBand",
    "Last 2 weeks sensor results (SensorID → score/notes)",
    "Active signatures (if any)",
    "Workload hours/week",
    "Goal + exam horizon"
  ]
  strict_output_schema: "SG×EDU×Z0×Learner×Panel×HGW-Z0-v0.1"
  prompt_block: |
    [PROMPT PR-HGW-Z0-v0.1]
    Use [GUARDRAILS v0.1].
    Task: Generate a HGW-Z0 dashboard using the PanelRegistry schema.
    Inputs:
    - Place: SG
    - LevelBand: <...>
    - Goal: <...>
    - ExamHorizonWeeks: <...>
    - WorkloadHoursPerWeek: <...>
    - SensorResults (last 2 cycles):
      <SensorID>: <result + time + errors>
      ...
    - ActiveSignatures (if known):
      <SignatureID> ...
    Registries available:
    - NodeRegistry, EdgeRegistry, SensorRegistry, SignatureRegistry, ProtocolRegistry, PanelRegistry.
    Output EXACTLY the format of:
    SG×EDU×Z0×Learner×Panel×HGW-Z0-v0.1
    Routing Rule:
    - Choose Top3 Root Nodes by impact (edge weights + severity + recurrence).
    - Each root node must map to exactly one ProtocolID.
    - Must include 5-day plan + 1 timed mini + re-test schedule.
    - Must include exit conditions before widening.
========================================================
PROMPT-2: Z1 PARENT PANEL GENERATOR (HGW-Z1)
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PromptRecord:
- id: SG×EDU×Z6×Operator×PromptPack×PR-HGW-Z1-v0.1
  purpose: "Generate HGW-Z1 Parent Operations Panel"
  required_inputs: [
    "Child LevelBand",
    "Last 2 weeks sensor results",
    "Routine constraints (time windows)",
    "Tool use level + trace compliance",
    "Stress signals yes/no"
  ]
  strict_output_schema: "SG×EDU×Z1×Parent×Panel×HGW-Z1-v0.1"
  prompt_block: |
    [PROMPT PR-HGW-Z1-v0.1]
    Use [GUARDRAILS v0.1].
    Task: Generate HGW-Z1 Parent Panel using PanelRegistry schema.
    Inputs:
    - Place: SG
    - ChildLevelBand: <...>
    - RoutineWindows: <...>
    - ToolUseLevel: <low/med/high>
    - TraceCompliance: <ok/missing>
    - StressSignals: {sleep:<ok/bad>, avoidance:<yes/no>, meltdown:<yes/no>}
    - SensorResults (last 2 cycles):
      <SensorID>: <...>
    - ActiveSignatures (if known):
      <SignatureID> ...
    Output EXACTLY:
    HGW-Z1 panel schema.
    Must select exactly one WeeklyPack:
    - PACK-PRI-25 or PACK-SEC-35 or PACK-HUM-30
    and include: pass_rule + fence watchlist + re-test calendar.
========================================================
PROMPT-3: Z2 COHORT PANEL GENERATOR (HGW-Z2)
========================================================
PromptRecord:
- id: SG×EDU×Z6×Operator×PromptPack×PR-HGW-Z2-v0.1
  purpose: "Generate HGW-Z2 Tutor/Cohort Panel"
  required_inputs: [
    "Cohort anonymised IDs",
    "2-cycle sensor results per learner",
    "Active signatures per learner",
    "Intervention hours available/week",
    "Exam horizon weeks"
  ]
  strict_output_schema: "SG×EDU×Z2×Operator×Panel×HGW-Z2-v0.1"
  prompt_block: |
    [PROMPT PR-HGW-Z2-v0.1]
    Use [GUARDRAILS v0.1].
    Task: Produce HGW-Z2 Cohort Panel.
    Inputs:
    - Place: SG
    - CohortSize: <n>
    - ExamHorizonWeeks: <n>
    - InterventionHoursPerWeek: <n>
    - Learners:
      - ID:<AnonID>
        LevelBand:<...>
        SensorResults:<SensorID → result> (last 2 cycles)
        ActiveSignatures:<SignatureID ...>
      ...
    Output EXACTLY:
    HGW-Z2 panel schema.
    Allocation Rule:
    - Prioritise S3 signatures clusters.
    - Assign hours to ProtocolIDs.
    - Include coupling warnings status for COUP-SG-01/02/03.
========================================================
PROMPT-4: REPAIR ROUTER (CH/ai ROUTING EMITTER) v0.1
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PromptRecord:
- id: SG×EDU×Z6×Operator×PromptPack×PR-ROUTER-v0.1
  purpose: "Emit root-cause routing decisions from signatures"
  required_inputs: [
    "Active signatures",
    "Relevant sensor results",
    "Node + edge registries"
  ]
  strict_output_schema: "ROUTING-DECISION-BLOCK v0.1"
  prompt_block: |
    [PROMPT PR-ROUTER-v0.1]
    Use [GUARDRAILS v0.1].
    Task: Given signatures + sensor deltas, pick Top3 root nodes and the correct protocol.
    Output schema:
    [ROUTING-DECISION-BLOCK v0.1]
    Place: SG
    Date: <YYYY-MM-DD>
    1) ActiveSignatures
    - <SignatureID> (severity S1/S2/S3)
    2) RootNodes Ranked
    - #1 <NodeID> — reason: <edge weight + recurrence> — Protocol: <ProtocolID>
    - #2 ...
    - #3 ...
    3) FenceMode
    - Mode: <TRUNCATE/STITCH/WIDEN> — Why: <trigger>
    4) Re-test
    - <SensorID> on <day>
    5) ExitConditions
    - <...>
========================================================
PROMPT-5: BACKTEST LOGGER v0.1 (BEFORE/AFTER)
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PromptRecord:
- id: SG×EDU×Z6×Operator×PromptPack×PR-BACKTEST-v0.1
  purpose: "Log intervention as comparable backtest record"
  required_inputs: [
    "Before metrics",
    "Intervention (protocols applied)",
    "After metrics",
    "Notes"
  ]
  strict_output_schema: "BACKTEST-RECORD v0.1"
  prompt_block: |
    [PROMPT PR-BACKTEST-v0.1]
    Use [GUARDRAILS v0.1].
    Task: Log one backtest record in strict schema.
    [BACKTEST-RECORD v0.1]
    Place: SG
    DateRange: <start→end>
    LevelBand: <...>
    Lane: <ENG/MATH/SCI/HUM/VL>
    RootNodeIDs: [<...>]
    ProtocolIDs: [<...>]
    Before:
      Sensors: <SensorID → metric>
      Signatures: [<SignatureID>]
    After:
      Sensors: <SensorID → metric>
      Signatures: [<SignatureID>]
    Delta:
      TR: <...>
      ERC: <...>
      NIT/NITS/NITA: <...>
    OutcomeClass: <Improved/NoChange/Worse>
    Notes: <max 3 lines>
========================================================
PROMPT-6: TOOL-WITH-PROOF ENFORCER (VL-OS) v0.1
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PromptRecord:
- id: SG×VL×Z6×Operator×PromptPack×PR-TWP-v0.1
  purpose: "Force proof/trace compliance on tool-assisted outputs"
  required_inputs: [
    "User answer + working",
    "Required check type"
  ]
  strict_output_schema: "TWP-CHECK v0.1"
  prompt_block: |
    [PROMPT PR-TWP-v0.1]
    Task: Validate that the output has a verification trace.
    Output:
    [TWP-CHECK v0.1]
    TracePresent: <yes/no>
    CheckType: <substitution | estimation | unit-check | contradiction-check | evidence-cite>
    Result: <pass/fail>
    FixRequired: <yes/no>
    FixInstruction: <1–3 lines>
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END: SG Z6 PromptRegistry v0.1
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