diff --git a/.github/workflows/ci-cursor-review.yml b/.github/workflows/ci-cursor-review.yml
new file mode 100644
index 0000000..26f9028
--- /dev/null
+++ b/.github/workflows/ci-cursor-review.yml
@@ -0,0 +1,46 @@
+name: CI - Cursor Review
+
+# Thin caller enrolling THIS repo in its own reusable cursor-review workflow.
+# The review logic (panel matrix, judge consolidation, prompts, scripts) lives
+# in cursor-review.yml in this same repo, but the caller still pins it by full
+# commit SHA like every external consumer: a local `uses: ./...` path would run
+# the PR's OWN copy of the reviewer, letting a PR weaken the panel judging it.
+# Pinning to a merged main SHA keeps the reviewer tamper-proof; the bump-callers
+# workflow keeps the pin fresh (this repo is enrolled in CURSOR_REVIEW_CALLERS).
+#
+# Label-triggered for now (apply `cursor-review` to a PR to fire the panel;
+# `skip-cursor-review` vetoes) — the reusable's gate at this pin only honors
+# label events. Once the pin advances past the commit adding the reusable's
+# `run_without_label` input, the auto-bump PR for this file should also add
+# `run_without_label: true` under `with:` and widen the trigger types to
+# [opened, reopened, ready_for_review, labeled, unlabeled] — this repo has no
+# labeling automation, and every non-draft PR here is worth a review (its
+# files become other repos' required checks).
+
+on:
+  pull_request:
+    types: [labeled, unlabeled]
+
+# Cancel any earlier in-flight review run for the same PR when cursor-review is
+# removed or re-applied. Scoping by label name ensures that removing an
+# unrelated label does not kill a running cursor review.
+concurrency:
+  group: cursor-review-pr-${{ github.event.pull_request.number }}-${{ github.event.label.name }}
+  cancel-in-progress: true
+
+jobs:
+  cursor-review:
+    permissions:
+      contents: read
+      pull-requests: write
+    uses: Comfy-Org/github-workflows/.github/workflows/cursor-review.yml@fe6b08e278c27ceacf2651cf441d0752ca2e78ee # main (fe6b08e)
+    with:
+      # Keep the assets ref in lock-step with the `uses:` ref above.
+      workflows_ref: fe6b08e278c27ceacf2651cf441d0752ca2e78ee
+      # No vendored/generated content in this repo; defensive excludes only.
+      diff_excludes: >-
+        :!**/*-lock.json
+        :!**/dist/**
+    secrets:
+      CURSOR_API_KEY: ${{ secrets.CURSOR_API_KEY }}
+      SLACK_BOT_TOKEN: ${{ secrets.SLACK_BOT_TOKEN }}
diff --git a/.github/workflows/ci-detect-unreviewed-merge.yml b/.github/workflows/ci-detect-unreviewed-merge.yml
new file mode 100644
index 0000000..b377fbb
--- /dev/null
+++ b/.github/workflows/ci-detect-unreviewed-merge.yml
@@ -0,0 +1,32 @@
+# Caller enrolling THIS repo in its own reusable unreviewed-merge detector.
+# Named ci-detect-unreviewed-merge.yml because the canonical caller path
+# (detect-unreviewed-merge.yml) is occupied here by the reusable itself.
+# Otherwise a verbatim copy of the template in
+# Comfy-Org/unreviewed-merges/detector/detect-unreviewed-merge.yml.
+#
+# PREREQUISITE (operator): provision `secrets.UNREVIEWED_MERGES_TOKEN` in this
+# repo's settings (see the unreviewed-merges repo README). Until it exists,
+# this job fails loudly on pushes to main — deliberately, so enrollment is
+# never silently inert.
+
+name: Detect Unreviewed Merge
+
+on:
+  push:
+    branches: [main]
+
+concurrency:
+  group: detect-unreviewed-merge-${{ github.sha }}
+  cancel-in-progress: false
+
+permissions:
+  contents: read
+  pull-requests: read
+
+jobs:
+  detect:
+    uses: Comfy-Org/github-workflows/.github/workflows/detect-unreviewed-merge.yml@4d9cb6b87f953bb7cd69954280e1465fb9bd2040 # v1
+    with:
+      approval-mode: latest-per-reviewer
+    secrets:
+      UNREVIEWED_MERGES_TOKEN: ${{ secrets.UNREVIEWED_MERGES_TOKEN }}
diff --git a/.github/workflows/cursor-review.yml b/.github/workflows/cursor-review.yml
index cd9d447..c575012 100644
--- a/.github/workflows/cursor-review.yml
+++ b/.github/workflows/cursor-review.yml
@@ -107,6 +107,16 @@ on:
         type: string
         required: false
         default: ''
+      run_without_label:
+        description: >-
+          Run on plain pull_request events (opened / reopened / ready_for_review
+          / synchronize) instead of requiring the trigger label — for repos with
+          no labeling automation. The fork skip, the skip-cursor-review label,
+          and the same-commit dedupe all still apply. Default false
+          (label-triggered, unchanged for existing callers).
+        type: boolean
+        required: false
+        default: false
     secrets:
       CURSOR_API_KEY:
         description: Cursor API key for cursor-agent (the panel + judge models bill through it).
@@ -149,6 +159,7 @@ jobs:
           GH_EVENT_ACTION: ${{ github.event.action }}
           HEAD_REPO: ${{ github.event.pull_request.head.repo.full_name }}
           BASE_REPO: ${{ github.repository }}
+          RUN_WITHOUT_LABEL: ${{ inputs.run_without_label }}
         run: |
           # PRs from forks can't run this review. The pull_request event grants
           # fork PRs no access to secrets — so CURSOR_API_KEY is empty and every
@@ -170,6 +181,20 @@ jobs:
             exit 0
           fi
 
+          # Label-free mode (run_without_label input): callers in repos with no
+          # labeling automation opt in to running on plain PR events. Sits
+          # BELOW the fork skip and skip-cursor-review checks — those still
+          # veto — and the same-commit dedupe below still prevents re-reviews.
+          if [ "$RUN_WITHOUT_LABEL" = "true" ]; then
+            case "$GH_EVENT_ACTION" in
+              opened|reopened|ready_for_review|synchronize)
+                echo "run_without_label mode — running on '$GH_EVENT_ACTION'."
+                echo "should_run=true" >> "$GITHUB_OUTPUT"
+                exit 0
+                ;;
+            esac
+          fi
+
           # Only adding the trigger label fires the matrix. Removing it cancels
           # any in-progress run via the concurrency group and then no-ops here.
           if [ "$LABEL_NAME" = "$REVIEW_LABEL" ] && [ "$GH_EVENT_ACTION" = "labeled" ]; then