1. 🎯 Sprint Summary
| Sprint | Sprint 9.1 · M17 Mental Health · PHQ-9 + GAD-7 + Suicide Risk |
| Duration | 7 - 27 Jan 2030 |
| Module | M17 Mental Health · validated instruments · specialist HITL |
| Goal | M17 production-certified · ≥ 1000 PHQ-9/GAD-7 screenings · ≥ 30 psychiatrist HITL escalations · zero missed suicide red-flag · MHA-compliant |
| Capacity | 6.5 FTE + Founder 0.8 + Doc Zam 0.5 + Psychiatry Advisor (Prof Dr Andrew Mohanraj) 0.5 |
| Velocity | 95 SP |
| Demo | 27 Jan 2030 |
2. 🧩 Module Scope
- PHQ-9 (Patient Health Questionnaire-9) — validated 9-item depression screening · 4 severity tiers
- GAD-7 (Generalized Anxiety Disorder-7) — validated 7-item anxiety screening · severity tiers
- Suicide risk red-flag — Columbia-Suicide Severity Rating Scale (C-SSRS) integrated · mandatory escalation
- Psychiatrist HITL — panel rota · SLA ≤ 2 hours for red-flag · ≤ 24 hours for routine
- MHA 2001 compliance — mandatory reporting · involuntary admission workflow · privileged communication audit
- Culturally adapted prompts — stigma-aware · religion-respectful · family-dynamics-aware (4 ASEAN cultures)
- Crisis hotline integration — Befrienders MY · Samaritans of Singapore · Save Yourself TH · etc.
- Pharmacotherapy module — SSRI/SNRI dosing · pregnancy safety · adolescent considerations
- Cognitive Behavioural Therapy (CBT) workbook delivery — structured self-help
3. 🚦 Pre-Sprint Gate
- Phase 8 v3.0 closeout · ASEAN platform stable
- Prof Dr Andrew Mohanraj (psychiatrist advisor) onboarded
- MHA 2001 legal review complete
- 4 country crisis hotline partnerships LOI
- C-SSRS licensing acquired
- Psychiatrist panel rota ≥ 5 specialists committed
4. 📅 Day-by-Day Plan
D1-2Mon-Tue 7-8 Jan · Kickoff + PHQ-9/GAD-7
Sprint planning · validated instrument integration.
Sprint planning · validated instrument integration.
D3-4Wed-Thu 9-10 Jan · C-SSRS + Red-Flag Workflow
Suicide risk scoring · mandatory escalation logic.
Suicide risk scoring · mandatory escalation logic.
D5Fri 11 Jan · Mid-Sprint Demo #1
Screening end-to-end · advisor review.
Screening end-to-end · advisor review.
D6-7Mon-Tue 13-14 Jan · Psychiatrist HITL + SLA
Panel rota · SLA monitoring · escalation channels.
Panel rota · SLA monitoring · escalation channels.
D8-9Wed-Thu 15-16 Jan · MHA Compliance + Reporting
Mandatory reporting workflow · involuntary admission docs.
Mandatory reporting workflow · involuntary admission docs.
D10Fri 17 Jan · Mid-Sprint Demo #2
Full HITL workflow · MHA compliance walk.
Full HITL workflow · MHA compliance walk.
D11-12Mon-Tue 20-21 Jan · Cultural Prompts + Hotline Integration
4-culture prompt tuning · 4 hotline APIs.
4-culture prompt tuning · 4 hotline APIs.
D13Wed 22 Jan · Pharmacotherapy + CBT
SSRI/SNRI dosing · CBT workbook · pregnancy/adolescent safety.
SSRI/SNRI dosing · CBT workbook · pregnancy/adolescent safety.
D14Thu 23 Jan · Clinical Safety Audit
Psychiatry advisor + Doc Zam clinical audit.
Psychiatry advisor + Doc Zam clinical audit.
D15Fri 24 Jan · Stability + ≥1000 Screening Test
Production load · screening volume verification.
Production load · screening volume verification.
+Mon 27 Jan · Sprint Demo + Retro
Psychiatry attestation · sprint demo · 9.2 prep.
Psychiatry attestation · sprint demo · 9.2 prep.
5. 📦 Deliverables
| FR | Item | SP |
|---|---|---|
| FR-9.1.1 | PHQ-9 + GAD-7 validated instruments | 13 |
| FR-9.1.2 | C-SSRS suicide risk red-flag workflow | 13 |
| FR-9.1.3 | Psychiatrist HITL panel + SLA monitoring | 13 |
| FR-9.1.4 | MHA 2001 compliance · mandatory reporting | 8 |
| FR-9.1.5 | Culturally adapted prompts (4 ASEAN cultures) | 8 |
| FR-9.1.6 | Crisis hotline integration (4 countries) | 5 |
| FR-9.1.7 | Pharmacotherapy module · SSRI/SNRI | 8 |
| FR-9.1.8 | CBT workbook delivery | 5 |
| FR-9.1.9 | Clinical safety audit by psychiatry advisor | 5 |
| FR-9.1.10 | Production cert · ≥ 1000 screenings tested | 8 |
| TOTAL | 86 SP |
6. 👥 Team Capacity
| Role | Allocation | Focus |
|---|---|---|
| Eng Lead / BE | 1.0 FTE | PHQ-9/GAD-7/C-SSRS · HITL SLA monitoring |
| BE Dev 2 | 1.0 FTE | Pharmacotherapy · CBT workbook delivery |
| FE Dev | 1.0 FTE | Screening UX · crisis hotline integration UX |
| Prompt Eng | 0.5 FTE | 4-culture mental health prompt tuning |
| DevOps | 0.5 FTE | HITL SLA monitoring · panel rota tooling |
| Founder | 0.8 FTE | Psychiatry advisor coordination · MHA compliance |
| Doc Zam | 0.5 FTE | Clinical oversight · cultural adaptation |
| Psychiatry Advisor (Mohanraj) | 0.5 FTE | Clinical sign-off · audit · 4-culture review |
7. 🔔 Sprint Ceremonies
- Mon 7 Jan 9am — Sprint Planning + Psychiatry Advisor Intro (90 min)
- Daily 9am — Standup
- Fri 11 + Fri 17 Jan 4pm — Mid-sprint demos
- Wed 15 Jan 2pm — MHA compliance walk (90 min)
- Thu 23 Jan 2pm — Clinical safety audit (3 hours)
- Mon 27 Jan 9am — Sprint Demo + Psychiatry Attestation (90 min)
- Mon 27 Jan 11am — Retro + 9.2 plan (60 min)
8. 🩺 Sign-off Items
- PHQ-9/GAD-7 instruments validated · zero false-negative on test cases
- C-SSRS suicide red-flag: zero missed escalation on test cases
- Psychiatrist HITL: SLA met ≥ 95% on test cases
- MHA 2001 compliance: legal review clean
- 4-culture prompt review by advisor panel · culturally sensitive
- Crisis hotline integration tested with all 4 country partners
- Pharmacotherapy + CBT modules clinical sign-off
- External clinical safety audit clean
- Production cert · ≥ 1000 screenings completed in sprint
9. 🎬 Demo Schedule — 27 Jan 2030
| Time | Segment |
|---|---|
| 0-10 | v3.5 narrative · why mental health first · MOH Mental Health Act context |
| 10-25 | Live PHQ-9/GAD-7 patient flow · screening to severity score |
| 25-40 | C-SSRS suicide red-flag · mandatory escalation · psychiatrist HITL |
| 40-55 | MHA compliance · mandatory reporting · involuntary admission workflow |
| 55-70 | Cultural prompts · stigma-aware demo · 4 cultures |
| 70-80 | Pharmacotherapy + CBT · psychiatrist sign-off |
| 80-90 | Psychiatry Advisor Prof Mohanraj keynote · clinical attestation |
10. 🛡️ Contingency
| Risk | Trigger | Response |
|---|---|---|
| C-SSRS false-negative | Missed red-flag in test | Conservative thresholds · mandatory dual-review |
| Psychiatrist HITL SLA breach | Panel rota gaps | Backup panel · 24-hour escalation to Doc Zam |
| Cultural prompt rejection | Advisor flags insensitivity | Per-culture prompt overrides · iterative review |
| Crisis hotline API instability | Partner downtime | In-app crisis resources fallback · audit trail |