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Reliability

Every job runs. The action is built to retry for resiliency, but if Trunk is down, the action will fail open and all your jobs will run.
It uploads your pipeline unchanged, so every step runs.
It runs. A job needs a couple of days of history before Trunk will recommend skipping it.
Only when a paths filter you configured excludes it. See Merge queues.

Forks

A pull request from a fork has no access to your repository’s secrets, so the filter job has no token and every job runs.