Problem Statement
Every typhoon post-mortem says “prepare a go-bag,” but families don’t know what applies to them: flood-prone needs documents in dry bags; landslide-prone needs night-evacuation plan; elderly-heavy households need meds list. Generic infographics get ignored because they aren’t specific to the household.
Proposed Solution
Pick province → city → purok type + household profile (seniors, infants, meds, pets). GoBagList cross-reads public hazard susceptibility and outputs a prioritized one-page list: bag contents, document copies, meeting point, and “who carries whom.” Printable and screenshot-friendly; works offline after first load. Nothing uploaded.
Target Market
- Primary users: Families in hazard-prone puroks, boarding-house tenants, new parents.
- Deployers: Barangay DRRM volunteers during family preparedness drives, schools, parishes.
How AI Is Used
- Checklist composer: Small LM assembles household-specific lists from hazard zone + profile without over-packing.
- Plain-language rewriting: Turns technical zone labels into “Bahaabutin tuwing malakas na ulan” guidance.
- Why AI: Static lists overwhelm; composed lists match the household.
Independent Deployment Angle
- Static site anyone can mirror; no backend, no telco, no venue, no headset.
- Barangay prints 100 copies from a PDF; no load needed to use.
- Youth volunteers localize for their purok in an afternoon.
Demo Scenario (3 minutes for judges)
- Select a riverside purok + household: lola with maintenance meds + 1 infant.
- One-page list appears: meds for 7 days, dry-bag docs, infant needs, meeting point.
- Switch to upland landslide profile; list changes to night-evacuation emphasis.
- Print the one-pager; show offline reload with WiFi off.
- Close: “Isang pahina bawat pamilya.”
30-Hour Build Plan
| Hours | Task | Role |
|---|---|---|
| 0–3 | Gather public zone guides, define household profiles | All |
| 3–9 | Checklist composer prompts + zone mapping | AI lead |
| 3–10 | Static site + offline cache + print CSS | Frontend |
| 10–20 | Purok picker, Tagalog rewrite pass | Backend + Frontend |
| 20–26 | Test with 5 household types, readability check | All |
| 26–30 | Pitch, disclosure | PM / Pitch |
Suggested stack: Astro static site + on-device checklist logic, printable one-pager. Public data / APIs: HazardHunterPH/GeoRiskPH guides, Project NOAH materials, NDRRMC preparedness lists.
Risks & Privacy Notes
- Safety over-precision: Zone guidance is advisory with source links; always defers to barangay evacuation orders.
- Privacy: No location or household data collected or sent anywhere. Demo households are fictional.
- IP: Only public guidance paraphrased with citations; no copied infographics.
AI Use Disclosure (draft)
Uses a small LM to compose and rewrite checklists from public hazard guidance. AI coding assistants helped with static-site code. All lists were reviewed against NDRRMC guidance by the team.
Rubric Scoring
| Criterion | Weight | Score (1–5) | Why |
|---|---|---|---|
| Innovation & creativity | 25% | 3 | Checklists exist; household-specific composition is the edge |
| Problem–solution fit | 25% | 5 | Fits low-attention preparedness gap |
| AI application & value | 20% | 3 | Light but well-applied |
| Feasibility | 15% | 5 | Static + LM very doable |
| Impact & scalability | 15% | 4 | Printable scale via barangays |
| Weighted total | 4.00 |