A) SQL Table Definitions v1.0
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.
ID: eduKateSG.IC.DataSchema.SQL.v1.0
-- eduKateSG.IC.DataSchema.SQL.v1.0CREATE 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 indexesCREATE 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
Recommended Internal Links (Spine)
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