SG×CareerOS — CareerTargetRegistry Pack v0.1c

[RUN CAREEROS + ROLEOS PLANNER v0.1]
User, paste ONE of:
1) "I want to be a <career>." + age band + any scores/samples.
2) "I am good at <skills>." + age band + any scores/samples.
The model MUST:
- resolve CT-* and/or RT-*
- output: PredictionBlock + PlanBlock + FenceBlock + RetestBlock + ExitConditionsBlock
- cite registry IDs for nodes/sensors/signatures/protocols
- refuse WIDEN if TraceMissing or NIT/NITS/NITA exists
TITLE: SG×CareerOS — CareerTargetRegistry Pack v0.1c
SUBTITLE: 10 Common Singapore Corridors (Gate Nodes + Sensors + Signatures + Protocols)
VERSION: CivOS Unified Spec v1.x
MODE: Almost-Code / Plug-in Records / WordPress paste-ready
OWNER: eduKateSG Fence Learning Systems
PLACE: SG
ZOOM: Z6 (planner engine; outputs at Z0–Z2)
GOAL: Provide ready-to-run CareerTarget (CT-*) records so the Planner–Predictor
      works instantly for common SG pathways.
LOCKS:
- Gate = P2 stability under variation + load.
- If TraceMissing or S3 signature present → no WIDEN.
- Every recommendation must include ProtocolID + Re-test + ExitConditions.
========================================================
REGISTRY-0: VERSION HEADER
========================================================
UnifiedSpecVersion: v1.x
CareerTargetRegistryVersion: v0.1c
Place: SG
Zoom: Z6
Owner: eduKateSG Fence Learning Systems
Updated: 2026-02-16
Status: live
Schema:
CareerTarget := {
  id, title, lane_group,
  gate_nodes_required[], gate_sensors_required[],
  critical_signatures[], recommended_protocols[],
  phase_required, notes
}
========================================================
CT-1: DOCTOR (SG corridor)
========================================================
- id: SG×CT×Z6×Career×Target×CT-DOCTOR-v0.1
  title: Doctor (Medicine pathway)
  lane_group: ["SCI","MATH","ENG","VL","HGW"]
  gate_nodes_required: [
    SG×SCI×Z0×Learner×Node×SCI-MECH-2LINK,
    SG×SCI×Z0×Learner×Node×SCI-APP-NOVEL,
    SG×MATH×Z0×Learner×Node×MATH-FUNC-GRAPH,
    SG×ENG×Z0×Learner×Node×ENG-READ-INF,
    SG×VL×Z0×Learner×Node×VL-TRACE-LINE
  ]
  gate_sensors_required: [
    SG×SCI×Z6×Tutor×Sensor×SENS-MR-90,
    SG×SCI×Z6×Tutor×Sensor×SENS-TT-V-SCI,
    SG×MATH×Z6×Tutor×Sensor×SENS-GRAPH-15,
    SG×VL×Z6×Tutor×Sensor×SENS-VL-MICRO-10
  ]
  critical_signatures: [
    SG×SCI×Z6×Operator×Signature×SCI-SIG-DEFINITION-ONLY-NITS,
    SG×VL×Z6×Operator×Signature×SIG-AI-VL-02
  ]
  recommended_protocols: [
    SG×SCI×Z6×Operator×Protocol×PROT-SCI-EMERGENCY-MECHANISM,
    SG×VL×Z6×Operator×Protocol×PROT-VL-TRACE-ENFORCE
  ]
  phase_required: "P2 under variation + load"
  notes: "Mechanism + transfer stability is the gate."
========================================================
CT-2: LAWYER
========================================================
- id: SG×CT×Z6×Career×Target×CT-LAWYER-v0.1
  title: Lawyer (Legal pathway)
  lane_group: ["ENG","HUM","VL","HGW"]
  gate_nodes_required: [
    SG×ENG×Z0×Learner×Node×ENG-READ-INF,
    SG×ENG×Z0×Learner×Node×ENG-WRITE-LOAD,
    SG×HUM×Z0×Learner×Node×HUM-ARG-THESIS,
    SG×HUM×Z0×Learner×Node×HUM-EVIDENCE-LINK,
    SG×VL×Z0×Learner×Node×VL-TRACE-LINE
  ]
  gate_sensors_required: [
    SG×ENG×Z6×Tutor×Sensor×SENS-LOAD-30,
    SG×HUM×Z6×Tutor×Sensor×SENS-ARG-20,
    SG×VL×Z6×Tutor×Sensor×SENS-VL-MICRO-10
  ]
  critical_signatures: [
    SG×HUM×Z6×Operator×Signature×HUM-SIG-THESIS-DRIFT,
    SG×ENG×Z6×Operator×Signature×ENG-SIG-CONNECTOR-CHAOS-NIT
  ]
  recommended_protocols: [
    SG×ENG×Z6×Operator×Protocol×PROT-ENG-EMERGENCY-COHERENCE,
    SG×HUM×Z6×Operator×Protocol×PROT-HUM-THESIS-LOCK
  ]
  phase_required: "P2 coherence under time"
  notes: "Argument + evidence discipline is the gate."
========================================================
CT-3: ENGINEER (General/Mechanical/Electrical)
========================================================
- id: SG×CT×Z6×Career×Target×CT-ENGINEER-v0.1
  title: Engineer
  lane_group: ["MATH","SCI","VL","HGW"]
  gate_nodes_required: [
    SG×MATH×Z0×Learner×Node×MATH-ALG-LINEAR,
    SG×MATH×Z0×Learner×Node×MATH-FUNC-GRAPH,
    SG×SCI×Z0×Learner×Node×SCI-APP-STRUCTQ,
    SG×VL×Z0×Learner×Node×VL-TRACE-LINE
  ]
  gate_sensors_required: [
    SG×MATH×Z6×Tutor×Sensor×SENS-ALG-15,
    SG×SCI×Z6×Tutor×Sensor×SENS-STRUCT-15,
    SG×VL×Z6×Tutor×Sensor×SENS-VL-MICRO-10
  ]
  critical_signatures: [
    SG×MATH×Z6×Operator×Signature×MATH-SIG-GRAPH-AS-PICTURE,
    SG×SCI×Z6×Operator×Signature×SCI-SIG-CANNOT-APPLY-NITS
  ]
  recommended_protocols: [
    SG×MATH×Z6×Operator×Protocol×PROT-MATH-GRAPH-MEANING,
    SG×SCI×Z6×Operator×Protocol×PROT-SCI-VARIATION-DRILL
  ]
  phase_required: "P2 transfer + variation"
  notes: "Model→apply stability is the gate."
========================================================
CT-4: ACCOUNTANT / FINANCE
========================================================
- id: SG×CT×Z6×Career×Target×CT-ACCOUNTANT-v0.1
  title: Accountant / Finance
  lane_group: ["MATH","ENG","VL","HGW"]
  gate_nodes_required: [
    SG×MATH×Z0×Learner×Node×MATH-RATIO-PERCENT,
    SG×ENG×Z0×Learner×Node×ENG-READ-LITERAL,
    SG×VL×Z0×Learner×Node×VL-TRACE-LINE
  ]
  gate_sensors_required: [
    SG×MATH×Z6×Tutor×Sensor×SENS-RPP-15,
    SG×ENG×Z6×Tutor×Sensor×SENS-READ-5,
    SG×VL×Z6×Tutor×Sensor×SENS-VL-MICRO-10
  ]
  critical_signatures: [
    SG×MATH×Z6×Operator×Signature×MATH-SIG-WRONG-BASE-PERCENT,
    SG×VL×Z6×Operator×Signature×SIG-AI-VL-02
  ]
  recommended_protocols: [
    SG×MATH×Z6×Operator×Protocol×PROT-MATH-WP-STRUCTURE,
    SG×VL×Z6×Operator×Protocol×PROT-VL-TRACE-ENFORCE
  ]
  phase_required: "P2 numeric discipline"
  notes: "Base-quantity + trace discipline is the gate."
========================================================
CT-5: NURSE / ALLIED HEALTH
========================================================
- id: SG×CT×Z6×Career×Target×CT-NURSE-v0.1
  title: Nurse / Allied Health
  lane_group: ["SCI","ENG","HGW"]
  gate_nodes_required: [
    SG×SCI×Z0×Learner×Node×SCI-MECH-2LINK,
    SG×ENG×Z0×Learner×Node×ENG-READ-INF
  ]
  gate_sensors_required: [
    SG×SCI×Z6×Tutor×Sensor×SENS-MR-90,
    SG×ENG×Z6×Tutor×Sensor×SENS-INF-10
  ]
  critical_signatures: [
    SG×SCI×Z6×Operator×Signature×SCI-SIG-DEFINITION-ONLY-NITS
  ]
  recommended_protocols: [
    SG×SCI×Z6×Operator×Protocol×PROT-SCI-EMERGENCY-MECHANISM
  ]
  phase_required: "P2 mechanism stability"
  notes: "Clear mechanism + comprehension under load."
========================================================
CT-6: TEACHER
========================================================
- id: SG×CT×Z6×Career×Target×CT-TEACHER-v0.1
  title: Teacher
  lane_group: ["ENG","VL","HGW"]
  gate_nodes_required: [
    SG×ENG×Z0×Learner×Node×ENG-PARA-CORE,
    SG×VL×Z0×Learner×Node×VL-SPOT-WRONG
  ]
  gate_sensors_required: [
    SG×ENG×Z6×Tutor×Sensor×SENS-PARA-10,
    SG×VL×Z6×Tutor×Sensor×SENS-VL-MICRO-10
  ]
  critical_signatures: [
    SG×ENG×Z6×Operator×Signature×ENG-SIG-NO-PLAN-RUSH
  ]
  recommended_protocols: [
    SG×ENG×Z6×Operator×Protocol×PROT-ENG-PLAN-LOCK
  ]
  phase_required: "P2 coherence + trace"
  notes: "Explain clearly + detect wrong reasoning."
========================================================
CT-7: SOFTWARE / TECH
========================================================
- id: SG×CT×Z6×Career×Target×CT-SOFTWARE-v0.1
  title: Software / Tech
  lane_group: ["MATH","VL","HGW"]
  gate_nodes_required: [
    SG×MATH×Z0×Learner×Node×MATH-ALG-LINEAR,
    SG×VL×Z0×Learner×Node×VL-SPOT-WRONG
  ]
  gate_sensors_required: [
    SG×MATH×Z6×Tutor×Sensor×SENS-ALG-15,
    SG×VL×Z6×Tutor×Sensor×SENS-VL-MICRO-10
  ]
  critical_signatures: [
    SG×VL×Z6×Operator×Signature×SIG-AI-VL-01
  ]
  recommended_protocols: [
    SG×VL×Z6×Operator×Protocol×PROT-VL-SPOT-WRONG
  ]
  phase_required: "P2 modelling + trace"
  notes: "Debugging mindset is the gate."
========================================================
CT-8: ARCHITECT / DESIGN
========================================================
- id: SG×CT×Z6×Career×Target×CT-ARCHITECT-v0.1
  title: Architect / Design
  lane_group: ["MATH","ENG","HGW"]
  gate_nodes_required: [
    SG×MATH×Z0×Learner×Node×MATH-GEOM-CORE,
    SG×ENG×Z0×Learner×Node×ENG-PARA-CORE
  ]
  gate_sensors_required: [
    SG×MATH×Z6×Tutor×Sensor×SENS-GEOM-15,
    SG×ENG×Z6×Tutor×Sensor×SENS-PARA-10
  ]
  critical_signatures: [
    SG×MATH×Z6×Operator×Signature×MATH-SIG-ANGLE-RULE-MEMORYONLY
  ]
  recommended_protocols: [
    SG×MATH×Z6×Operator×Protocol×PROT-MATH-DIAGRAM-REASONING
  ]
  phase_required: "P2 geometric reasoning"
  notes: "Diagram→reason stability."
========================================================
CT-9: PILOT
========================================================
- id: SG×CT×Z6×Career×Target×CT-PILOT-v0.1
  title: Pilot
  lane_group: ["MATH","SCI","VL","HGW"]
  gate_nodes_required: [
    SG×MATH×Z0×Learner×Node×MATH-RATIO-PERCENT,
    SG×SCI×Z0×Learner×Node×SCI-DATA-READ,
    SG×VL×Z0×Learner×Node×VL-TRACE-LINE
  ]
  gate_sensors_required: [
    SG×MATH×Z6×Tutor×Sensor×SENS-RPP-15,
    SG×SCI×Z6×Tutor×Sensor×SENS-GRF-10,
    SG×VL×Z6×Tutor×Sensor×SENS-VL-MICRO-10
  ]
  critical_signatures: [
    SG×SCI×Z6×Operator×Signature×SCI-SIG-AXIS-UNIT-CONFUSION
  ]
  recommended_protocols: [
    SG×SCI×Z6×Operator×Protocol×PROT-SCI-GRAPH-ANNOTATION
  ]
  phase_required: "P2 data precision under time"
  notes: "Precision + stability."
========================================================
CT-10: ENTREPRENEUR
========================================================
- id: SG×CT×Z6×Career×Target×CT-ENTREPRENEUR-v0.1
  title: Entrepreneur
  lane_group: ["ENG","VL","HGW"]
  gate_nodes_required: [
    SG×ENG×Z0×Learner×Node×ENG-ARG-STRUCT,
    SG×VL×Z0×Learner×Node×VL-SPOT-WRONG
  ]
  gate_sensors_required: [
    SG×ENG×Z6×Tutor×Sensor×SENS-PARA-10,
    SG×VL×Z6×Tutor×Sensor×SENS-VL-MICRO-10
  ]
  critical_signatures: [
    SG×VL×Z6×Operator×Signature×SIG-AI-VL-01
  ]
  recommended_protocols: [
    SG×VL×Z6×Operator×Protocol×PROT-VL-VARIATION-DRILL
  ]
  phase_required: "P2 persuasion + robustness"
  notes: "Idea→argument→adapt under variation."
========================================================
END: SG×CareerOS — CareerTargetRegistry Pack v0.1c
========================================================

TITLE: SG×CareerOS Expansion Pack v0.2 — HGW Calibration + Role×Career Matrix + Live Planner Simulation
VERSION: CivOS Unified Spec v1.x
MODE: Almost-Code / WordPress paste-ready
OWNER: eduKateSG Fence Learning Systems
PLACE: SG
UPDATED: 2026-02-16
STATUS: live
YOU ASKED: “do all”
DELIVERABLES:
A) HGW Calibration Tables per Career (v0.1)
B) Role×Career Cross Matrix (v0.1)
C) Live Planner–Predictor Simulation (Singapore-first) (v0.1)
LOCKS:
- This is forecasting/routing, not prophecy.
- Career feasibility = gate stability (P2 under variation + load) + buffer health + VL trace discipline.
- “WIDEN” forbidden if TraceMissing or NIT/NITS/NITA present.
========================================================
A) HGW CALIBRATION TABLES PER CAREER (v0.1)
========================================================

REGISTRY: SG×CareerOS×Z6×HGWCalibration v0.1
Schema:
HGWCal := {career_ct_id, HopeBand, GrindBand, WisdomBand, primary_risks[], fence_focus[], notes}
Bands:
- Low: 0–3
- Mid: 4–6
- High: 7–10
Records:
- career_ct_id: SG×CT×Z6×Career×Target×CT-DOCTOR-v0.1
  HopeBand: Mid–High
  GrindBand: High
  WisdomBand: High
  primary_risks: ["burnout from low buffer", "definition-only illusion (NITS)", "time crash under load"]
  fence_focus: ["PROT-SCI-EMERGENCY-MECHANISM", "PROT-SPEED-STABILITY-LADDER", "PROT-VL-TRACE-ENFORCE"]
  notes: "Medicine path punishes brittle transfer; rewards disciplined repair."
- career_ct_id: SG×CT×Z6×Career×Target×CT-LAWYER-v0.1
  HopeBand: Mid–High
  GrindBand: Mid–High
  WisdomBand: High
  primary_risks: ["thesis drift (NITA)", "connector chaos (NIT)", "evidence-lite writing"]
  fence_focus: ["PROT-ENG-EMERGENCY-COHERENCE", "PROT-HUM-THESIS-LOCK", "PROT-VL-TRACE-ENFORCE"]
  notes: "Argument discipline + evidence linking is non-negotiable."
- career_ct_id: SG×CT×Z6×Career×Target×CT-ENGINEER-v0.1
  HopeBand: Mid
  GrindBand: High
  WisdomBand: High
  primary_risks: ["graph as picture", "cannot apply under variation", "tool overtrust"]
  fence_focus: ["PROT-MATH-GRAPH-MEANING", "PROT-SCI-VARIATION-DRILL", "PROT-VL-SPOT-WRONG"]
  notes: "Model → apply → verify loop."
- career_ct_id: SG×CT×Z6×Career×Target×CT-ACCOUNTANT-v0.1
  HopeBand: Mid
  GrindBand: High
  WisdomBand: High
  primary_risks: ["wrong base percent", "silent arithmetic slips", "trace missing"]
  fence_focus: ["PROT-VL-TRACE-ENFORCE", "math structure protocols"]
  notes: "Precision + consistency."
- career_ct_id: SG×CT×Z6×Career×Target×CT-NURSE-v0.1
  HopeBand: Mid
  GrindBand: High
  WisdomBand: Mid–High
  primary_risks: ["mechanism gaps", "fatigue load", "comprehension under time"]
  fence_focus: ["PROT-SCI-EMERGENCY-MECHANISM", "PROT-SPEED-STABILITY-LADDER"]
  notes: "Operational stability + clarity."
- career_ct_id: SG×CT×Z6×Career×Target×CT-TEACHER-v0.1
  HopeBand: High
  GrindBand: Mid–High
  WisdomBand: High
  primary_risks: ["can explain but cannot detect wrong", "no systematic checks"]
  fence_focus: ["PROT-VL-SPOT-WRONG", "PROT-VL-TRACE-ENFORCE"]
  notes: "Teaching = explain + diagnose + repair routing."
- career_ct_id: SG×CT×Z6×Career×Target×CT-SOFTWARE-v0.1
  HopeBand: Mid
  GrindBand: High
  WisdomBand: High
  primary_risks: ["copy-paste thinking", "tool reliance", "no debugging trace"]
  fence_focus: ["PROT-VL-SPOT-WRONG", "PROT-VL-TRACE-ENFORCE", "variation drills"]
  notes: "Debugging = Oracle skill + Operator execution."
- career_ct_id: SG×CT×Z6×Career×Target×CT-ARCHITECT-v0.1
  HopeBand: High
  GrindBand: Mid
  WisdomBand: Mid–High
  primary_risks: ["diagram reasoning weak", "inconsistent constraints handling"]
  fence_focus: ["diagram reasoning protocols", "coherence protocols"]
  notes: "Design under constraints = stable reasoning + narrative clarity."
- career_ct_id: SG×CT×Z6×Career×Target×CT-PILOT-v0.1
  HopeBand: Mid
  GrindBand: High
  WisdomBand: High
  primary_risks: ["axis/unit confusion", "precision failure under time", "trace missing"]
  fence_focus: ["PROT-SCI-DATA-TEMPLATE", "PROT-VL-TRACE-ENFORCE", "speed-stability ladder"]
  notes: "Precision under load."
- career_ct_id: SG×CT×Z6×Career×Target×CT-ENTREPRENEUR-v0.1
  HopeBand: High
  GrindBand: Mid–High
  WisdomBand: Mid–High
  primary_risks: ["idea drift (no finish)", "overconfidence (VL)", "no variation adaptation"]
  fence_focus: ["PROT-SPEED-STABILITY-LADDER", "PROT-VL-VARIATION-DRILL", "PROT-ENG-PLAN-FIRST"]
  notes: "Option value + adaptation."

========================================================
B) ROLE×CAREER CROSS MATRIX (v0.1)
========================================================

REGISTRY: SG×RoleCareerMatrix×Z6 v0.1
Schema:
RoleCareer := {role, career_ct_id, best_fit_mode, typical_strengths[], typical_failure_modes[], fence_protocols[]}
Roles:
- V (Visionary): Hope-heavy, synthesis, exploration
- O (Oracle): Wisdom-heavy, truth-lock, modelling/diagnosis
- Op (Operator): Grind-heavy, execution, reliability
Matrix (compact records; expand later):
1) CT-DOCTOR
- role: V | career_ct_id: CT-DOCTOR | best_fit_mode: "research/innovation doctor path"
  typical_strengths: ["systems thinking", "big-picture medicine", "curiosity"]
  typical_failure_modes: ["low grind → inconsistent practice", "unfinished fundamentals"]
  fence_protocols: ["PROT-SPEED-STABILITY-LADDER","PROT-VL-TRACE-ENFORCE"]
- role: O | career_ct_id: CT-DOCTOR | best_fit_mode: "diagnostic excellence"
  typical_strengths: ["trace discipline", "mechanism clarity", "error learning"]
  typical_failure_modes: ["slow output under exam time"]
  fence_protocols: ["PROT-SPEED-STABILITY-LADDER","PROT-SCI-EMERGENCY-MECHANISM"]
- role: Op | career_ct_id: CT-DOCTOR | best_fit_mode: "clinical operational stability"
  typical_strengths: ["routine grind", "completion under load"]
  typical_failure_modes: ["local maxima, weak reasoning depth if not fenced"]
  fence_protocols: ["PROT-SCI-EMERGENCY-MECHANISM","PROT-VL-TRACE-ENFORCE"]
2) CT-LAWYER
- role: V | CT-LAWYER | "strategic litigation/policy narrative"
  strengths: ["framing", "persuasion", "story arc"]
  failures: ["NIT connector chaos", "thesis drift"]
  fence: ["PROT-ENG-EMERGENCY-COHERENCE","PROT-HUM-THESIS-LOCK"]
- role: O | CT-LAWYER | "case analysis / evidence discipline"
  strengths: ["evidence linking", "contradiction checks"]
  failures: ["under-time writing collapse"]
  fence: ["PROT-SPEED-STABILITY-LADDER","PROT-VL-TRACE-ENFORCE"]
- role: Op | CT-LAWYER | "consistent drafting + preparation"
  strengths: ["routine output", "editing under time"]
  failures: ["weak originality if only template"]
  fence: ["PROT-VL-SPOT-WRONG","PROT-ENG-PLAN-FIRST"]
3) CT-ENGINEER / CT-SOFTWARE (pattern)
- Visionary-engineer: excels in architecture; must fence completion.
- Oracle-engineer: excels in debugging/verification; must fence speed.
- Operator-engineer: excels in delivery; must fence depth/variation.
Fence defaults: ["PROT-VL-TRACE-ENFORCE","PROT-VL-VARIATION-DRILL","PROT-SPEED-STABILITY-LADDER"]
4) CT-ENTREPRENEUR
- Visionary-entrepreneur: natural; biggest risk = unfinished.
- Oracle-entrepreneur: strongest at reality checks; risk = slow shipping.
- Operator-entrepreneur: strongest at shipping; risk = weak strategy.
Fence defaults: ["PROT-SPEED-STABILITY-LADDER","PROT-VL-SPOT-WRONG","PROT-VL-VARIATION-DRILL"]

========================================================
C) LIVE PLANNER–PREDICTOR SIMULATION (v0.1)
CASE: Singapore Primary 5 child. Target = Doctor.
========================================================

ASSUMPTIONS (minimal; can be replaced by real sensor results):
- AgeBand: P5 (P3–P6)
- GoalHorizon: 18 months (PSLE / secondary transition readiness)
- ToolUse: medium
- TraceCompliance: missing sometimes (risk)
- Evidence: 2-cycle micro-sensor results (sample values)
INPUT (sample):
SensorResults last 2 cycles:
- SG×ENG×Z6×Tutor×Sensor×SENS-INF-10: TR 62 → 66 | notes: "inference without quote line"
- SG×ENG×Z6×Tutor×Sensor×SENS-PARA-10: TR 58 → 61 | notes: "connector drift, weak link sentence"
- SG×ENG×Z6×Tutor×Sensor×SENS-READ-5: TR 86 → 84 | notes: "literal ok"
- SG×SCI×Z6×Tutor×Sensor×SENS-DR-5: TR 78 → 76 | notes: "definition ok, mechanism line weak"
- SG×SCI×Z6×Tutor×Sensor×SENS-MR-90: FAIL → FAIL | notes: "cannot form A→B→C chain"
- SG×VL×Z6×Tutor×Sensor×SENS-VL-MICRO-10: TracePresent no → no | notes: "no check line"
(If SCI sensors not yet used at P5, treat these as “trial run” results.)
ActiveSignatures inferred:
- SG×SCI×Z6×Operator×Signature×SCI-SIG-DEFINITION-ONLY-NITS (S3)
- SG×VL×Z6×Operator×Signature×SIG-AI-VL-02 Trace Missing (S3)
- SG×ENG×Z6×Operator×Signature×ENG-SIG-NO-EVIDENCE-LINE (S2)
- SG×ENG×Z6×Operator×Signature×ENG-SIG-CONNECTOR-CHAOS-NIT (S3 precursor via PARA-10)
TARGET RESOLUTION:
- CareerTarget: SG×CT×Z6×Career×Target×CT-DOCTOR-v0.1
Required gate sensors include MR-90, TT-V-SCI, GRAPH-15, VL-MICRO-10.
Currently: MR-90 FAIL + TraceMissing => WIDEN forbidden.
OUTPUTBUNDLE (strict):
1) PREDICTION BLOCK
FeasibilityBand: FRAGILE (currently BLOCKED for widening)  // because TraceMissing + NITS signature
Why (Top3 Root Nodes):
- #1 SG×VL×Z0×Learner×Node×VL-TRACE-LINE
  reason: TraceMissing S3 blocks all lanes; creates plausible-wrong brittleness.
  protocol: SG×VL×Z6×Operator×Protocol×PROT-VL-TRACE-ENFORCE
- #2 SG×SCI×Z0×Learner×Node×SCI-MECH-2LINK
  reason: MR-90 fails → mechanism gate missing (Doctor corridor core).
  protocol: SG×SCI×Z6×Operator×Protocol×PROT-SCI-EMERGENCY-MECHANISM
- #3 SG×ENG×Z0×Learner×Node×ENG-READ-INF
  reason: inference discipline supports science explanation + later humanities; currently missing evidence line.
  protocol: SG×ENG×Z6×Operator×Protocol×PROT-ENG-EVIDENCE-HABIT
RoleFit + HGW (0–10) (estimated from evidence proxies):
- Hope: 7/10 — wants doctor, motivated (assumed)
- Grind: 5/10 — outputs incomplete under structured demands
- Wisdom: 3/10 — trace missing; weak self-check loop
RoleBand:
- Visionary: mid (Hope present, needs Grind fence)
- Oracle: low-now (Wisdom/trace not yet)
- Operator: mid (can improve via routine + completion)
2) PLAN BLOCK (12 weeks default; scaled for 18 months)
Mode: STITCH (build gates) with TRUNCATE (stop widening topics)
Weekly total: 180 minutes (30 min × 6 days) + 1 timed mini
Weeks 1–4 (Stitch Core Gates)
- VL (daily 10 min): PROT-VL-TRACE-ENFORCE
  micro-task: “Every answer ends with 1 check line: estimate/unit/contradiction”
- SCI (3×/week 20 min): PROT-SCI-EMERGENCY-MECHANISM
  micro-task: 2-link chains x10 (A→B→C) using causal verbs
- ENG (2×/week 20 min): PROT-ENG-EVIDENCE-HABIT
  micro-task: claim + quote/evidence + explain (6 lines)
Weeks 5–8 (Add Variation)
- SCI: introduce near-variation ladder (near→mid contexts)
- VL: spot-wrong contrast (1 wrong/1 right; explain why)
- ENG: PARA-10 coherence once weekly with max 3 connectors
Weeks 9–12 (Transfer Under Time)
- Add 1 timed mini weekly:
  - 10 min: SCI mechanism short
  - 10 min: ENG inference short
  - 10 min: VL check enforcement across both
3) FENCE BLOCK
Fence Mode: TRUNCATE + STITCH
- TRUNCATE: pause new topic accumulation until TracePresent=yes and MR-90 passes.
- STITCH: repair VL + SCI mechanism + ENG inference in that order.
Protocols applied:
- PROT-VL-TRACE-ENFORCE
- PROT-SCI-EMERGENCY-MECHANISM
- PROT-ENG-EVIDENCE-HABIT
4) RETEST BLOCK
Re-test schedule:
- Every week:
  - SENS-VL-MICRO-10 (TracePresent)
  - SENS-MR-90 (mechanism chain)
  - SENS-INF-10 (evidence line discipline)
- Every 2 weeks:
  - PARA-10 (coherence / NIT risk)
5) EXIT CONDITIONS BLOCK
WIDEN allowed only if all true:
- TracePresent=yes for 2 consecutive cycles (VL-MICRO-10)
- MR-90 pass for 2 consecutive cycles
- INF-10 evidence compliance (no missing evidence line) for 2 cycles
- No NITS_w trigger in last 2 weeks
When exit conditions met:
- move FeasibilityBand from “Fragile/Blocked” → “Plausible (early corridor)”
- then add: TT-V-SCI (variation) and, later, MATH graph meaning gate.
END CASE.

[RUN CAREEROS + ROLEOS PLANNER v0.1]
User, paste ONE of:
1) "I want to be a <career>." + age band + any scores/samples.
2) "I am good at <skills>." + age band + any scores/samples.
The model MUST:
- resolve CT-* and/or RT-*
- output: PredictionBlock + PlanBlock + FenceBlock + RetestBlock + ExitConditionsBlock
- cite registry IDs for nodes/sensors/signatures/protocols
- refuse WIDEN if TraceMissing or NIT/NITS/NITA exists