SOCIAL MEDIA
Cluster Discord AMA Questions Into a Drafted Answer Pack
Collects all questions posted in a Discord AMA channel, clusters the near-duplicates into themes, and drafts a ranked answer pack in Notion for the host to review before the event.
How it runs
The automated pipeline, trigger to output.
- TriggerManual start when AMA submissions close
- ActionFetch all questions from Discord AMA channelDiscord
- ActionCluster and dedupe questions by themeOpenAI
- LogicRank clusters by question frequency
- ActionDraft a suggested answer per clusterOpenAI
- OutputPublish answer pack to Notion, grouped by themeNotion
What it does
Pulls every question submitted to your Discord AMA collection channel, deduplicates and groups them into themes (pricing, roadmap, hiring, etc.), then writes a structured answer pack to Notion with one suggested talking point per theme and the raw questions nested underneath.
When to use it
Run this the night before a community AMA when your submission channel has dozens of overlapping questions and you need the host walking in with a clean, prioritized brief instead of a wall of unsorted messages.
How it works
- 1A manual trigger kicks off the run when submissions close.
- 2The flow reads all messages from the designated Discord AMA channel since the event was announced.
- 3OpenAI clusters the questions by topic, merges near-duplicates, and counts how many people asked each thing.
- 4A logic step ranks clusters by frequency so the most-asked questions surface first.
- 5OpenAI drafts a concise suggested answer per cluster, flagging any it can't safely answer for human input.
- 6The finished answer pack is published to a Notion page, grouped by theme with vote counts and source links.
Set it up
What you configure once, before turning it on.
- 1Connect DiscordCommunity channels + voice + bots.
- 2Connect OpenAIModels, embeddings, files.
- 3Connect NotionPages, databases, comments.
- 4Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 5Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 6Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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Run this workflow in your colony.
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