ENGINEERING
Dependency Changelog Summarizer to Slack
On each dependency bump PR, fetches the upstream changelog between the old and new version, summarizes the meaningful changes and breaking-change risk with an LLM.
How it runs
The automated pipeline, trigger to output.
- TriggerDependency bump PR openedGitHub
- LogicParse package + version range
- ActionFetch upstream release notesGitHub
- ActionSummarize + rate breaking riskOpenAI
- OutputPost digest to SlackSlack
What it does
Whenever a dependency version changes in a PR, this pulls the package's release notes for every version in the jump, then uses an LLM to distill them into a short digest: what changed, what is a breaking change, and whether the team needs to act. The digest lands in a Slack channel so reviewers do not have to read raw GitHub releases.
When to use it
Use it when bump PRs arrive with no context and reviewers either rubber-stamp them or spend ten minutes reading changelogs. This gives them a one-paragraph read before they decide.
How it works
- 1A GitHub pull_request event fires on a dependency bump.
- 2A logic step parses the package name plus old and new versions from the diff.
- 3A GitHub step fetches release notes for each version in the range.
- 4An OpenAI step summarizes changes, flags breaking changes, and rates upgrade risk.
- 5A Slack message posts the digest with a link back to the PR.
Set it up
What you configure once, before turning it on.
- 1Connect GitHubRepos, issues, pull requests, actions.
- 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 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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