ENGINEERING
Gate breaking API PRs behind downstream consumer acknowledgement
When a PR introduces a breaking contract change, comments the impact summary back on the PR, applies a blocking label.
How it runs
The automated pipeline, trigger to output.
- TriggerPR opened or updatedGitHub
- ActionDiff spec against base branchGitHub
- LogicExit and unblock if not breaking
- ActionComment impact summary + apply blocking labelGitHub
- OutputRequest ack from consumers in SlackSlack
What it does
Makes breaking changes a negotiated event, not a surprise. On any PR that breaks the API contract, it leaves a structured comment listing what breaks and who is affected, adds a `needs-consumer-ack` label that your branch protection treats as blocking, and pings the maintainers of each affected consumer in Slack to review.
When to use it
You want breaking changes to ship only after the teams that depend on them have seen and accepted the impact — useful for platform APIs with strict compatibility commitments.
How it works
- 1A PR is opened or updated, triggering the flow.
- 2Fetch the changed spec and diff it against the base branch via GitHub.
- 3Branch: if no breaking changes, remove any blocking label and exit.
- 4Post or update a PR comment summarizing each break and the affected consumers.
- 5Apply the `needs-consumer-ack` blocking label via the GitHub API.
- 6Notify each affected consumer's maintainers in Slack with the PR link to request acknowledgement.
Set it up
What you configure once, before turning it on.
- 1Connect GitHubRepos, issues, pull requests, actions.
- 2Connect SlackChannels, DMs, threads, mentions.
- 3Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 4Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 5Test, 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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