The Artifact tool stops looping after three identical failures and reports the problem to you.
What's wrong with this entry?
When the Artifact tool fails the same way on the same target three times, the error text now tells Claude to stop retrying and report the problem to you instead of looping.
- Failures are fingerprinted by action plus
file_path,urlandthread_id; schema validation errors count too. - On the third identical rejection the returned error gains a stop-and-tell-the-user prefix.
- Logs
tengu_artifact_reject_breaker, which was also added to the telemetry event allowlist.
tengu_artifact_reject_breaker
Strings lifted out of the shipped bundle, so the claim above can be checked against them.