OTG4

• 

  OTG4 responding to/recap with decisions, actions items and deadlines

Inspiration

Teams lose important info in long Slack threads. Decisions and action items get buried.

What it does

OTG4 is an AI Slack agent. Type /recap in any channel and it summarizes the last 50 messages into key decisions, deadlines, and action items.

How I built it

Designed the Slack command flow and AI prompt to turn messy chat into clean summaries. Created demo using Slack + AI to show the experience.

Challenges

Making the summary useful and short enough for busy teams. Getting the /recap command to feel natural in Slack.## Accomplishments that we're proud of

• Designed a clear Slack command /recap that feels natural for teams
• Created an AI summary format that turns 50+ messages into decisions, deadlines, and action items
• Built a working demo that shows how OTG4 can save teams time

What we learned

• How to structure AI prompts to get useful, short summaries from messy chat
• How teams actually communicate in Slack and what info matters most
• That a simple command can solve a huge productivity problem

What's next for OTG4

• Connect to real Slack API so /recap works automatically
• Add summaries for DMs and threads
• Add "assign task" buttons directly in the recap

Built With

• ai
• automation
• llm
• productivity
• slack