CONTENT CREATION
GitLab merged MRs to polished Notion release notes
When a release tag lands in GitLab, collects every merge request since the last tag, rewrites the terse commit titles into customer-friendly release notes.
How it runs
The automated pipeline, trigger to output.
- TriggerGitLab release tag pushedGitLab
- ActionFetch merge requests since previous tagGitLab
- LogicFilter out chore/CI/dependency MRs
- ActionRewrite and group changes into release notesOpenAI
- OutputPublish notes as a new Notion pageNotion
What it does
Turns the raw list of merge requests shipped in a GitLab release into a clean, customer-readable changelog and files it in your Notion release-notes database. Engineers keep writing terse MR titles; customers get a polished page.
When to use it
Use it when you cut releases by pushing a Git tag and want the human-facing notes written automatically instead of someone hand-curating a doc every sprint. Best for teams whose source of truth is GitLab and whose docs live in Notion.
How it works
- 1A new tag push to GitLab fires the trigger.
- 2The flow queries GitLab for all merge requests merged between the previous tag and this one.
- 3A filter drops chore, CI, and dependency-bump MRs so only customer-relevant changes remain.
- 4An LLM step groups the survivors into Added / Improved / Fixed buckets and rewrites each into a benefit-led sentence in your brand voice.
- 5The result is published as a titled Notion page under your Releases database, tagged with the version number.
Set it up
What you configure once, before turning it on.
- 1Connect GitLabRepos, MRs, pipelines, registry.
- 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 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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