
From Slack Conversations to GitHub Issues in Minutes
Stop manually creating issues. Let AI extract action items from Slack and publish issues automatically with labels and context.
7 min read

Picture this: Your team finishes an hour-long back-and-forth in Slack. Decisions are made and action items pile up. Traditionally, someone combs the thread and creates tickets manually.
With Needle, you connect Slack and GitHub once. Then you ask AI to review a channel or timeframe, pull action items, and automatically create individual GitHub issues—titles, descriptions, labels, and relevant Slack context included.
Why this matters
- 90%+ time saved versus manual issue creation
- Consistent formatting and complete context
- Fewer missed tasks and faster execution
How it works
- Connect Slack and GitHub to your Needle collection
- Ask AI to summarize a channel or date range
- Let AI extract action items and create issues automatically
- Quick human review, then publish
In demos, we go from Slack thread to GitHub issues in under five minutes—without sacrificing quality.
Ready to automate project hygiene? Try Needle and turn Slack conversations into action.