diff --git a/.gitea/workflows/adversarial-review.yml b/.gitea/workflows/adversarial-review.yml
index a902da3..82489ff 100644
--- a/.gitea/workflows/adversarial-review.yml
+++ b/.gitea/workflows/adversarial-review.yml
@@ -42,7 +42,7 @@ jobs:
     # and cache the reusable-workflow ref, so a moved v1 tag keeps resolving to the
     # stale cached copy. A unique sha forces a cache miss → fresh fetch. Bump this
     # sha to adopt central swarm changes.
-    uses: steve/gadfly/.gitea/workflows/review-reusable.yml@b6a33dc218b493f9a1b9be29fda1f1487e2a896f
+    uses: steve/gadfly/.gitea/workflows/review-reusable.yml@f542d4e1cdc1ffe0ed0020f6398999ef9fabd682
     # Least privilege: forward only the review secrets (not `secrets: inherit`,
     # which would expose every repo secret). GITEA_TOKEN is the automatic token.
     secrets: