SUMMARIZATION
On-demand Coda thread brief via Slack request
An operator pastes a Coda doc link into a Slack request and gets back an instant decision-and-open-questions brief for that doc's comment threads.
How it runs
The automated pipeline, trigger to output.
- TriggerInbound request with Coda doc linkHTTP webhook
- ActionFetch all comment threads on the docCoda
- ActionSummarize into decisions and open questionsOpenAI
- LogicReturn no-discussion notice if empty
- OutputReply with brief in SlackSlack
What it does
Gives anyone an instant exec brief of a Coda doc's comment threads, on demand. An operator triggers it from Slack with a doc link, and within seconds receives a reply summarizing every thread on that doc into decisions made and questions still open, without manually reading the conversation.
When to use it
Use before a meeting or status update when you need the current state of a doc's discussion right now, rather than waiting for a scheduled digest. Good for ad-hoc prep on any doc, not just ones you track daily.
How it works
- 1An inbound request arrives with a Coda doc link.
- 2Resolve the link and fetch all comment threads on that doc.
- 3Summarize the threads with OpenAI into a Decisions section and an Open Questions section.
- 4If the doc has no comment activity, return a short no-discussion notice instead.
- 5Post the brief back to the requesting Slack channel as a threaded reply.
Set it up
What you configure once, before turning it on.
- 1Connect HTTP webhookTrigger any URL on agent actions.
- 2Connect CodaDocs, packs, automations.
- 3Connect OpenAIModels, embeddings, files.
- 4Connect SlackChannels, DMs, threads, mentions.
- 5Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 6Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 7Test, 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.

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