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eduKateSG.IC.DataSchema.SQL.v1.0

eduKate Secondary small-group study for How Super Intelligence Works: Tokens.

Below are (A) SQL table definitions, (B) Google Sheets column layouts, and (C) default dashboard view specs for each AVOO role — all matching eduKateSG.IC.DataSchema.MinDashboard.v1.0.


A) SQL Table Definitions v1.0

ID: eduKateSG.IC.DataSchema.SQL.v1.0

-- eduKateSG.IC.DataSchema.SQL.v1.0
CREATE TABLE learner (
learner_id TEXT PRIMARY KEY,
name_alias TEXT NOT NULL,
dob DATE,
age INTEGER NOT NULL,
stage TEXT CHECK(stage IN ('A1','A2','A3','A4','A5','A6','A7')),
cohort_id TEXT,
start_date DATE,
active INTEGER NOT NULL DEFAULT 1 -- 1=true, 0=false
);
CREATE TABLE weekly_state (
learner_id TEXT NOT NULL,
week_start DATE NOT NULL,
depth_d REAL CHECK(depth_d BETWEEN 0 AND 1),
stability_s REAL CHECK(stability_s BETWEEN 0 AND 1),
transfer_t REAL CHECK(transfer_t BETWEEN 0 AND 1),
verification_v REAL CHECK(verification_v BETWEEN 0 AND 1),
coordination_c REAL CHECK(coordination_c BETWEEN 0 AND 1),
stress_signal TEXT CHECK(stress_signal IN ('Low','Med','High')),
timed_stability_index REAL CHECK(timed_stability_index BETWEEN 0 AND 1),
transfer_index REAL CHECK(transfer_index BETWEEN 0 AND 1),
verification_log_count INTEGER DEFAULT 0,
phase TEXT CHECK(phase IN ('P0','P1','P2','P3')),
notes_1sentence TEXT,
PRIMARY KEY (learner_id, week_start),
FOREIGN KEY (learner_id) REFERENCES learner(learner_id)
);
CREATE TABLE drift_event (
drift_id TEXT PRIMARY KEY,
learner_id TEXT NOT NULL,
event_date DATE NOT NULL,
drift_type TEXT CHECK(drift_type IN (
'FoundationBreak','StabilityDrop','TransferFail','VerificationDrop','StressRise'
)),
severity TEXT CHECK(severity IN ('Low','Med','High')),
error_cluster TEXT,
classified_by TEXT, -- staff_id
action_triggered TEXT CHECK(action_triggered IN (
'None','RepairLoop','StopLoss','ParentAction','OracleReview'
)) DEFAULT 'None',
FOREIGN KEY (learner_id) REFERENCES learner(learner_id)
);
CREATE TABLE intervention (
intervention_id TEXT PRIMARY KEY,
learner_id TEXT NOT NULL,
start_date DATE NOT NULL,
end_date DATE,
intervention_type TEXT CHECK(intervention_type IN (
'RepairLoop','TransferProgram','VerificationProgram','StressStabilityProgram'
)),
u_r REAL CHECK(u_r BETWEEN 0 AND 1),
u_l REAL CHECK(u_l BETWEEN 0 AND 1),
u_x REAL CHECK(u_x BETWEEN 0 AND 1),
u_v REAL CHECK(u_v BETWEEN 0 AND 1),
u_a REAL CHECK(u_a BETWEEN 0 AND 1),
owner_staff_id TEXT,
outcome TEXT CHECK(outcome IN ('Improved','NoChange','Worse','Pending')) DEFAULT 'Pending',
failure_trace TEXT,
FOREIGN KEY (learner_id) REFERENCES learner(learner_id)
);
CREATE TABLE family_buffer (
learner_id TEXT NOT NULL,
week_start DATE NOT NULL,
routine_stability_b1 REAL CHECK(routine_stability_b1 BETWEEN 0 AND 1),
sleep_signal TEXT CHECK(sleep_signal IN ('Good','OK','Poor')),
device_load TEXT CHECK(device_load IN ('Low','Med','High')),
conflict_signal TEXT CHECK(conflict_signal IN ('Low','Med','High')),
PRIMARY KEY (learner_id, week_start),
FOREIGN KEY (learner_id) REFERENCES learner(learner_id)
);
CREATE TABLE staff (
staff_id TEXT PRIMARY KEY,
name_alias TEXT NOT NULL,
role TEXT CHECK(role IN ('Operator','Oracle','Visionary','Architect')),
certification_level TEXT CHECK(certification_level IN ('None','Operator','Oracle','Visionary','Architect')) DEFAULT 'None',
active INTEGER NOT NULL DEFAULT 1
);
CREATE TABLE audit (
audit_id TEXT PRIMARY KEY,
site_id TEXT NOT NULL,
audit_date DATE NOT NULL,
audited_by TEXT NOT NULL, -- staff_id
record_completeness REAL CHECK(record_completeness BETWEEN 0 AND 1),
verification_compliance REAL CHECK(verification_compliance BETWEEN 0 AND 1),
transfer_density REAL CHECK(transfer_density BETWEEN 0 AND 1),
collapse_rate REAL CHECK(collapse_rate BETWEEN 0 AND 1),
p3_fraction REAL CHECK(p3_fraction BETWEEN 0 AND 1),
flags TEXT,
actions_next TEXT,
FOREIGN KEY (audited_by) REFERENCES staff(staff_id)
);
-- Helpful indexes
CREATE INDEX idx_weekly_state_week ON weekly_state(week_start);
CREATE INDEX idx_drift_event_date ON drift_event(event_date);
CREATE INDEX idx_intervention_dates ON intervention(start_date, end_date);

B) Google Sheets Column Layout v1.0

ID: eduKateSG.IC.DataSchema.Sheets.v1.0

Create 7 tabs exactly:

1) Learner

Columns:

  • learner_id
  • name_alias
  • dob
  • age
  • stage (A1..A7)
  • cohort_id
  • start_date
  • active (TRUE/FALSE)

2) WeeklyState

Columns:

  • learner_id
  • week_start
  • depth_d
  • stability_s
  • transfer_t
  • verification_v
  • coordination_c
  • stress_signal (Low/Med/High)
  • timed_stability_index
  • transfer_index
  • verification_log_count
  • phase (P0/P1/P2/P3)
  • notes_1sentence

3) DriftEvent

Columns:

  • drift_id
  • learner_id
  • event_date
  • drift_type
  • severity
  • error_cluster
  • classified_by
  • action_triggered

4) Intervention

Columns:

  • intervention_id
  • learner_id
  • start_date
  • end_date
  • intervention_type
  • u_r
  • u_l
  • u_x
  • u_v
  • u_a
  • owner_staff_id
  • outcome
  • failure_trace

5) FamilyBuffer

Columns:

  • learner_id
  • week_start
  • routine_stability_b1
  • sleep_signal
  • device_load
  • conflict_signal

6) Staff

Columns:

  • staff_id
  • name_alias
  • role
  • certification_level
  • active

7) Audit

Columns:

  • audit_id
  • site_id
  • audit_date
  • audited_by
  • record_completeness
  • verification_compliance
  • transfer_density
  • collapse_rate
  • p3_fraction
  • flags
  • actions_next

C) Default Dashboard View Spec v1.0

ID: eduKateSG.IC.Dashboard.Views.AVOO.v1.0
Goal: Everyone sees what they need — no role overload.


1) Operator View (Daily/Weekly Execution)

Purpose: run repair + stability + transfer + verification.

Panels

OperatorView:
TodayList:
- learners with StressSignal=High
- learners with Phase=P0/P1
- learners with VerificationLogCount=0
ThisWeekTargets:
- 2 timed sessions scheduled
- 1 transfer task scheduled
- verification log created
PerLearnerCard:
- D,S,T,V,C
- Phase
- Top error_cluster
- Current intervention + next action

Operator Alerts (Red)

  • Phase drops
  • stress high 2 weeks
  • missing verification log
  • transfer fails twice

2) Oracle View (Audit + Validity Guard)

Purpose: prevent false competence and systemic drift.

Panels

OracleView:
CompliancePanel:
- VerificationCompliance (avg V)
- RecordCompleteness
- DriftListBacklog (count unprocessed)
RiskPanel:
- cohorts with CollapseRate rising
- sites with VerificationCompliance dropping
CapstoneValidationQueue:
- items missing edge-case tests
- items missing failure trace

Oracle Powers

  • veto system changes
  • force verification gate reinstatement
  • require retraining of Operators

3) Visionary View (Corridor Expansion, Safe)

Purpose: increase transfer density + P3Fraction without breaking stability.

Panels

VisionaryView:
GrowthPanel:
- P3Fraction trend
- TransferDensity trend
- CoordinationStability trend
ModulePerformance:
- which transfer tasks improve T fastest
- which projects increase C without raising CollapseRate
InnovationQueue:
- proposals awaiting Oracle validation

Visionary Limits

  • cannot edit router rules directly
  • cannot reduce verification requirements

4) Architect View (System Design, Gated)

Purpose: controlled symmetry-breaking.

Panels

ArchitectView:
SystemEnvelope:
- StabilityInequality status (Ġ vs Ḋ)
- SymmetryBudget Δ_allowed vs Δ_actual
PilotLab:
- router changes under test
- rollback readiness
City/National Layer:
- cross-site differences
- failure archive patterns

Architect Constraints (Hard)

  • changes must be piloted 12 weeks
  • Oracle approval required
  • rollback plan mandatory

One-Line Role Summary

  • Operator: execute loops
  • Oracle: guard truth
  • Visionary: expand corridors
  • Architect: redesign system under budget

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