CHATBOTS
Discord FAQ Gap Logger to Coda Backlog
Detects Discord questions your knowledge doc can't answer, clusters them, and logs each new gap as a row in a Coda content-backlog table so you know exactly what docs to write…
How it runs
The automated pipeline, trigger to output.
- TriggerNew message in Discord channelDiscord
- ActionLook up answer in Coda FAQ tableCoda
- LogicFilter to unanswered questions only
- ActionNormalize question to a topic with OpenAIOpenAI
- ActionUpsert gap row in Coda backlog tableCoda
- OutputAcknowledge member in DiscordDiscord
What it does
Closes the loop between what your community asks and what your documentation covers. Whenever the concierge cannot confidently answer a Discord question from your Coda doc, this workflow records the unanswered question, a normalized topic, and a frequency count into a Coda content-backlog table.
When to use it
Use it when you want your knowledge doc to improve based on real demand instead of guesswork. Over a few weeks the backlog table becomes a ranked list of the highest-impact articles to write, sorted by how often members hit the gap.
How it works
- 1A new Discord message triggers the run.
- 2The workflow attempts a lookup against the Coda FAQ table.
- 3A branch passes only the questions with no confident match through to logging.
- 4OpenAI normalizes the raw question into a short canonical topic and tags.
- 5The workflow upserts a row in the Coda backlog table, incrementing the count if the topic already exists.
- 6A quiet acknowledgment reply tells the member their question was forwarded to the team.
Set it up
What you configure once, before turning it on.
- 1Connect DiscordCommunity channels + voice + bots.
- 2Connect CodaDocs, packs, automations.
- 3Connect OpenAIModels, embeddings, files.
- 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 it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.
Run this workflow in your colony.
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