Social Good
Community Water Quality Map
Map water test results and complaints by neighbourhood
Intermediate14h2–3
LeafletNext.jsPostgres
17/20Community Moderation Assistant
Triage reported posts with suggested actions and rule citations.
Intermediate14h1–2 people17/20 fit
Build Community Moderation Assistant for volunteer moderators of online groups in ~14h with 1–2 people. Stack: LLM + Next.js + Postgres.
Why it wins: Supports human moderators.
Build flow
01 · Problem
Volunteer moderators burn out reviewing toxic content.
02 · Solution
Classify reports against the group's own rules, suggest actions with cited rules and blur harmful content until opened.
03 · Build
- 1Define rules
- 2Classify reports
- 3Build queue
- 4Log decisions
04 · Demo
Review a queue of reports with suggested actions.
MVP checklist
- Rule-based classification
- Suggested actions
- Blur harmful content
- Audit log
Tech stack
| Tech | Role | |
|---|---|---|
| LLM | Language model | AI |
| Next.js | Frontend + API routes | Web |
| Postgres | Relational database | Data |
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