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Productivity

Team Decision Log from Chat

Automatically capture decisions made in chat threads into a searchable log.

Intermediate14h1–3 people17/20 fit
TL;DR

Build Team Decision Log from Chat for startups and student teams in ~14h with 1–3 people. Stack: Slack API + LLM + Postgres.

Why it wins: Practical team memory with a simple loop.

Build flow

01 · Problem
Teams forget why decisions were made and reopen the same debates.
02 · Solution
A chat bot detects decision language in threads, asks for confirmation and saves the decision with context and links.
03 · Build
  1. 1Listen to channel messages
  2. 2Classify decisions
  3. 3Confirm with the user
  4. 4Store and search
04 · Demo
Run a mock thread and show the bot capturing the decision.

MVP checklist

  • Decision detection
  • Confirmation prompt
  • Searchable log
  • Context links

Tech stack

TechRole
Slack APIChat integration
LLMLanguage model
PostgresRelational database

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