ENGINEERING
Open an auto-skip pull request for confirmed flaky specs
When a spec crosses the confirmed-flake threshold, an agent edits the test file to add a skip annotation with a quarantine reference, opens a draft pull request.
How it runs
The automated pipeline, trigger to output.
- TriggerWebhook: spec confirmed flakyHTTP webhook
- ActionLocate spec and edit skip annotationGitHub
- LogicVerify single-spec minimal diff
- OutputOpen draft PR linked to quarantine issueGitHub
What it does
Closes the loop between detection and unblocking CI. Rather than asking a human to manually disable a known-flaky test, it produces a reviewable draft PR that adds a skip/quarantine annotation pointing back to the tracking issue, so merges stop failing while the fix is still tracked.
When to use it
Use this once a spec is confirmed flaky (not a real regression) and is repeatedly blocking unrelated PRs. The draft-PR approach keeps a human in the loop for the actual merge.
How it works
- 1A webhook fires when a spec is confirmed flaky and has an open quarantine issue.
- 2An agent locates the test file and the exact spec via the GitHub API.
- 3It edits the file to add the framework's skip/quarantine annotation with a comment linking the issue number.
- 4A logic check confirms exactly one spec was modified and the diff is minimal before proceeding.
- 5The flow opens a draft pull request referencing the tracking issue and requests review from the owning team.
Set it up
What you configure once, before turning it on.
- 1Connect HTTP webhookTrigger any URL on agent actions.
- 2Connect GitHubRepos, issues, pull requests, actions.
- 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.
More Engineering workflows
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.
Publish a versioned API changelog to Confluence on each release tag
On a new semver release tag, gathers the contract changes since the last release and writes a clean.
Agent reviews model-license fit and suggests compliant swaps on the PR
When a PR adds a Hugging Face model, an agent reads the model card and license, judges fit against your commercial-use policy.
Upgrade Impact Router to Module Code Owners
Maps a dependency-bump PR's affected modules to their CODEOWNERS, then DMs each owner on Slack with only the changelog slice that touches code they own.
Re-Voice IVR Prompts on Phone-Tree Config Merge
When a phone-tree config change merges in GitHub, regenerates the ElevenLabs audio for any prompt whose script changed in the diff and opens a follow-up PR adding the new audio…
Upstream Release to Notion Upgrade Brief
When a watched package publishes a new release, fetches the release notes, maps them to the internal modules that depend on it.
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.