SOCIAL MEDIA
Real-time Discord negativity spike alert to comms
Triggers on each new Discord message, scores its sentiment, and fires an immediate Slack alert to comms when negative messages spike past a rolling baseline.
How it runs
The automated pipeline, trigger to output.
- TriggerNew Discord messageDiscord
- ActionScore message sentimentOpenAI
- LogicCompare negative rate to rolling baseline
- OutputFire spike alert to comms SlackSlack
What it does
Reacts to Discord in real time. Every new message is sentiment-scored, and the workflow tracks a rolling rate of negative messages. When the negative rate suddenly jumps above its recent baseline — the signature of an outage or a viral complaint — it fires an instant alert so comms is in the loop within seconds, not on the next scheduled sweep.
When to use it
Use this for high-traffic Discord servers where a problem can go from one complaint to a pile-on in minutes. It complements scheduled theme reports by catching sharp spikes the moment they start.
How it works
- 1A new Discord message event triggers the flow.
- 2An LLM step scores the message sentiment and pulls a short reason.
- 3A logic step updates the rolling negative-message rate and compares it to the baseline.
- 4If the spike threshold is crossed, it posts an alert to the comms Slack channel with the triggering messages, current rate vs. baseline, and the channel link.
- 5Below threshold, the message is recorded silently to keep the baseline accurate.
Set it up
What you configure once, before turning it on.
- 1Connect DiscordCommunity channels + voice + bots.
- 2Connect OpenAIModels, embeddings, files.
- 3Connect SlackChannels, DMs, threads, mentions.
- 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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