diff --git a/.github/workflows/rebase-translations.yml b/.github/workflows/rebase-translations.yml
index 1fc1dd5..40799f6 100644
--- a/.github/workflows/rebase-translations.yml
+++ b/.github/workflows/rebase-translations.yml
@@ -1,8 +1,10 @@
 # Rebase Translation PRs
 #
 # Install this workflow in the TARGET (translated) repository.
-# When a translation-sync PR is merged, this workflow automatically
-# rebases other open translation-sync PRs against the updated main branch.
+# When a translation PR is merged, this workflow automatically rebases the
+# other open translation PRs against the updated main branch. It covers both
+# kinds this tool creates: `translation-sync-*` branches from the Action's sync
+# mode, and `resync/*` branches from the CLI's `forward --github`.
 #
 # This eliminates merge conflicts caused by multiple upstream PRs
 # modifying the same files. See: https://github.com/QuantEcon/action-translation/issues/63
@@ -17,10 +19,16 @@ on:
 
 jobs:
   rebase:
-    # Only run when a translation-sync PR is merged
+    # Only run when a translation PR is merged. Both prefixes must be listed:
+    # sync mode creates `translation-sync-*`, while the CLI's `forward --github`
+    # creates `resync/*`, and a wave of resync PRs goes stale the same way.
+    # Keep this in step with `isTranslationBranch` in the action's src/branch-naming.ts
+    # — this `if` decides whether the job runs, that predicate decides which open PRs
+    # it then rebases, so a prefix matching only one of them is a no-op run.
     if: >
       github.event.pull_request.merged == true &&
-      startsWith(github.event.pull_request.head.ref, 'translation-sync-')
+      (startsWith(github.event.pull_request.head.ref, 'translation-sync-') ||
+       startsWith(github.event.pull_request.head.ref, 'resync/'))
     runs-on: ubuntu-latest
 
     permissions:
@@ -34,7 +42,7 @@ jobs:
 
     steps:
       - name: Rebase open translation PRs
-        uses: QuantEcon/action-translation@v0.16.1
+        uses: QuantEcon/action-translation@v0
         with:
           mode: rebase
           anthropic-api-key: ${{ secrets.ANTHROPIC_API_KEY }}
diff --git a/.github/workflows/review-translations.yml b/.github/workflows/review-translations.yml
index c61722b..f1da1ff 100644
--- a/.github/workflows/review-translations.yml
+++ b/.github/workflows/review-translations.yml
@@ -1,21 +1,44 @@
-# Auto-generated by `translate setup`
+# Review Translations — Quality check on translation PRs
+# When a PR is opened/updated that carries the 'action-translation' label,
+# this workflow runs a quality review and posts a comment.
+#
+# Mirrors the upstream template in action-translation
+# docs/user/tutorials/connect-existing.md — keep it in step with that.
 name: Review Translations
 
 on:
   pull_request:
-    types: [opened, synchronize]
+    types: [opened, synchronize, labeled, reopened]
 
 jobs:
   review:
-    if: contains(github.event.pull_request.labels.*.name, 'action-translation')
+    # Ignore `labeled` events for every other label: a sync adds its labels in a single
+    # addLabels call, but GitHub emits one `labeled` event per label, and each would
+    # otherwise start a full (billed) review of the same diff.
+    if: >
+      contains(github.event.pull_request.labels.*.name, 'action-translation') &&
+      (github.event.action != 'labeled' || github.event.label.name == 'action-translation')
     runs-on: ubuntu-latest
 
+    # v0.17.0's review dedupe deletes superseded comments, which needs pull-requests: write.
+    permissions:
+      contents: read
+      pull-requests: write
+
+    # One review per PR — supersede an in-flight review instead of running both.
+    # Job-level (not workflow-level) on purpose: the group is entered only after the `if`
+    # above has passed, so a `labeled` event for 'automated' skips out without cancelling
+    # the real review. At workflow level it would cancel first and skip second, leaving none.
+    concurrency:
+      group: review-translations-${{ github.event.pull_request.number }}
+      cancel-in-progress: true
+
     steps:
       - uses: actions/checkout@v4
         with:
           fetch-depth: 2
 
-      - uses: QuantEcon/action-translation@v0.16.1
+      - uses: QuantEcon/action-translation@v0
         with:
           mode: review
           source-repo: QuantEcon/lecture-python-programming