Thread → LLM
Turn any Slack conversation into clean, AI-ready format in seconds.
✅ Available on the Slack Marketplace
Perfect for teams using ChatGPT, Claude, or other AI assistants to analyze discussions, extract insights, or create documentation from internal conversations.
How it works:
- First time only: Mention
@ThreadBotin any channel and click "Add Them" (one-time Slack confirmation) - Copy any Slack message or thread link (via ... menu → Copy link)
- Run
/copy-thread [paste link] - Get formatted, anonymized markdown ready to paste into any AI tool
Watch how it works (90 seconds)
Key Features:
- Clean markdown formatting (no Slack artifacts like @mentions, <!here>)
- Automatic user anonymization (User_1, User_2...) for privacy
- Handles threads of any length (14 messages processed in ~2 seconds)
- Auto-joins public channels when needed (zero setup)
- Works in private channels (just invite the bot first)
Privacy First:
Messages are never stored. Everything is processed in real-time and immediately discarded.
Real-world use cases:
- Product managers summarizing feature discussions with ChatGPT
- Engineers turning tech conversations into documentation with Claude
- Support teams extracting action items from customer feedback threads
- Team leads getting AI analysis of retrospective discussions
No setup, no config, no friction. Just copy threads and go.
Add to Slack