SUMMARIZATION
GitLab Release to Notion Archive plus Discord Announcement
On a release tag, synthesizes changelog notes once, archives the full version in a Notion release database, and posts a trimmed announcement to Discord.
How it runs
The automated pipeline, trigger to output.
- TriggerGitLab release tag publishedGitLab
- ActionCollect MRs merged since previous tagGitLab
- ActionGenerate detailed notes + short blurb with OpenAIOpenAI
- ActionArchive full release in Notion databaseNotion
- OutputAnnounce trimmed blurb to DiscordDiscord
What it does
Generates release notes one time and fans them out two ways: a complete, searchable record in Notion and a short hype-friendly announcement in Discord.
When to use it
Use it when you need an internal source-of-truth release log (for support and sales) plus a punchy public announcement, and you don't want the two to drift apart.
How it works
- 1A GitLab release tag publish triggers the flow.
- 2The flow collects all MRs merged since the previous tag with their labels and authors.
- 3OpenAI produces two artifacts in one pass: a detailed structured changelog and a 2-3 sentence announcement blurb.
- 4The detailed changelog is written as a new page in a Notion release database, with version, date, and author properties set.
- 5The short blurb is posted to a Discord announcements channel with a link reference to the version.
Set it up
What you configure once, before turning it on.
- 1Connect GitLabRepos, MRs, pipelines, registry.
- 2Connect OpenAIModels, embeddings, files.
- 3Connect NotionPages, databases, comments.
- 4Connect DiscordCommunity channels + voice + bots.
- 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.
More Summarization workflows
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When a Sentry alert fires for an error spike, attributes it to the most recent deploy, summarizes whether the spike is dominated by new error classes introduced by that release.
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.
14-day trial. No DevOps. No Sales call. Provisioned in under a minute.