Productivity
Team Decision Log from Chat
Automatically capture decisions made in chat threads into a searchable log
Intermediate14h1–3
Slack APILLMPostgres
17/20Group Chat to Kanban Board
Turn messy group chat into a task board automatically.
Intermediate14h1–3 people17/20 fit
Build Group Chat to Kanban Board for student teams and small clubs in ~14h with 1–3 people. Stack: LLM + Next.js + Postgres.
Why it wins: Every student team has this problem.
Build flow
01 · Problem
Tasks agreed in group chats are forgotten because nobody writes them down.
02 · Solution
Paste or connect a chat export, extract tasks with owners and deadlines and fill a kanban board that updates as chat continues.
03 · Build
- 1Parse chat exports
- 2Extract tasks
- 3Render the board
- 4Send reminders
04 · Demo
Paste a chaotic chat and show the board it creates.
MVP checklist
- Task extraction
- Owner detection
- Kanban board
- Reminder messages
Tech stack
| Tech | Role | |
|---|---|---|
| LLM | Language model | AI |
| Next.js | Frontend + API routes | Web |
| Postgres | Relational database | Data |
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