DEVOPS
Weekly flaky-test debt report to Confluence
Each week, gathers all quarantined and flaky-labeled tests, ranks them by age and flake frequency.
How it runs
The automated pipeline, trigger to output.
- TriggerWeekly schedule
- ActionFetch flaky/quarantine labeled itemsGitHub
- ActionPull matching Linear tickets and ownersLinear
- LogicRank by age and flake count, flag stale
- OutputPublish report to ConfluenceConfluence
What it does
This template turns scattered quarantine tickets into a single weekly accountability report. It collects every test currently labeled flaky or sitting in quarantine, ranks them by how long they have been parked and how often they flake, and publishes a Confluence page so leadership can see the growing debt and who owns it.
When to use it
Use it when quarantined tests pile up and nobody circles back. The weekly report keeps stale skips visible and creates pressure to actually fix or delete them.
How it works
- 1A weekly schedule trigger starts the run.
- 2GitHub fetches open issues and PRs carrying the `flaky` or `quarantine` labels.
- 3Linear is queried for matching open tickets to attach owners and statuses.
- 4A logic step ranks each test by quarantine age and flake count, flagging anything parked beyond the allowed window as stale.
- 5The report is published or updated as a Confluence page with totals, the ranked table, and stale-quarantine warnings.
Set it up
What you configure once, before turning it on.
- 1Connect GitHubRepos, issues, pull requests, actions.
- 2Connect LinearIssues, projects, cycles, triage.
- 3Connect ConfluenceSpaces, pages, blueprints.
- 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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