{"version":"2.1.248","anchor":"repeated-identical-artifact-failures-now-get-a-stop-trying-i","canonical_anchor":"repeated-identical-artifact-failures-now-get-a-stop-trying-i","heading":"Repeated identical Artifact failures now get a stop-trying instruction","tier":"notice","area":"Artifacts","scope":null,"heads_up":null,"url":"https:\/\/changelogs.core-directive.com\/v\/2.1.248\/e\/repeated-identical-artifact-failures-now-get-a-stop-trying-i","release_url":"https:\/\/changelogs.core-directive.com\/v\/2.1.248","markdown":"### Repeated identical Artifact failures now get a stop-trying instruction\n\nAfter repeating the same artifact error, Claude is told to stop retrying and tell you.\n\n**What**\n\nAfter the model hits the same Artifact error reason several times in a session, it is told not to repeat the call: either make the specific change the error describes, or stop calling Artifact and tell you what happened.\n\n**Details**\n\n- Two variants share a common prefix: one pushes for the corrective change, the other ends the attempts and reports back to the user.\n- Triggered by a count of same-reason rejections within one session.\n\n**Evidence**\n\n`Do not send the same call again: either make the specific change the error describes`\n\n- Area: Artifacts\n- Tier: You'll notice\n- Useful: 3\/5\n- Signal: 2\/5"}