diff --git a/.github/workflows/codex-pr-review.yml b/.github/workflows/codex-pr-review.yml
index 2d70ad7f7a..e1628729d8 100644
--- a/.github/workflows/codex-pr-review.yml
+++ b/.github/workflows/codex-pr-review.yml
@@ -42,12 +42,14 @@ jobs:
     # skips auto-review for every private member.
     # Dependabot-triggered runs get a separate secret scope, so this job has no API
     # key and cannot review. workflow_call stays open for an explicit request.
+    # `[skip-ai-review]` in the PR body opts out of the automatic run only.
     if: |
       github.event_name == 'workflow_call' ||
       (
         github.event.pull_request.draft == false &&
         github.event.pull_request.head.repo.fork == false &&
-        github.event.pull_request.user.login != 'dependabot[bot]'
+        github.event.pull_request.user.login != 'dependabot[bot]' &&
+        !contains(github.event.pull_request.body, '[skip-ai-review]')
       )
     permissions:
       contents: read
diff --git a/.github/workflows/pi-pr-review.yml b/.github/workflows/pi-pr-review.yml
index a18dc28ff2..4b57db7b78 100644
--- a/.github/workflows/pi-pr-review.yml
+++ b/.github/workflows/pi-pr-review.yml
@@ -40,12 +40,14 @@ jobs:
     # skips auto-review for every private member.
     # Dependabot-triggered runs get a separate secret scope, so this job has no API
     # key and cannot review. workflow_call stays open for an explicit request.
+    # `[skip-ai-review]` in the PR body opts out of the automatic run only.
     if: |
       github.event_name == 'workflow_call' ||
       (
         github.event.pull_request.draft == false &&
         github.event.pull_request.head.repo.fork == false &&
-        github.event.pull_request.user.login != 'dependabot[bot]'
+        github.event.pull_request.user.login != 'dependabot[bot]' &&
+        !contains(github.event.pull_request.body, '[skip-ai-review]')
       )
     permissions:
       contents: read
diff --git a/.github/workflows/pr-ready-review.yml b/.github/workflows/pr-ready-review.yml
index 90714cba53..4b88273cad 100644
--- a/.github/workflows/pr-ready-review.yml
+++ b/.github/workflows/pr-ready-review.yml
@@ -39,12 +39,14 @@ jobs:
     # skips auto-review for every private member.
     # Dependabot-triggered runs get a separate secret scope, so this job has no API
     # key and cannot review. workflow_call stays open for an explicit request.
+    # `[skip-ai-review]` in the PR body opts out of the automatic run only.
     if: |
       github.event_name == 'workflow_call' ||
       (
         (github.event.pull_request.draft == false || github.event.pull_request.ready_for_review == true) &&
         github.event.pull_request.head.repo.fork == false &&
-        github.event.pull_request.user.login != 'dependabot[bot]'
+        github.event.pull_request.user.login != 'dependabot[bot]' &&
+        !contains(github.event.pull_request.body, '[skip-ai-review]')
       )
     permissions:
       contents: read
diff --git a/.github/workflows/weekly-pr-summary.yml b/.github/workflows/weekly-pr-summary.yml
index 9d1f0631fb..14551e9943 100644
--- a/.github/workflows/weekly-pr-summary.yml
+++ b/.github/workflows/weekly-pr-summary.yml
@@ -39,9 +39,10 @@ jobs:
                - This gives you the exact 7-day window (store these in variables for use in commands)
 
             2. **Fetch ONLY Merged PRs from Past Week**:
-               - Command: `gh pr list --repo ${{ github.repository }} --state merged --search "merged:>=$CUTOFF_DATE" --limit 100 --json number,title,author,mergedAt,url`
+               - Command: `gh pr list --repo ${{ github.repository }} --state merged --search "merged:>=$CUTOFF_DATE" --limit 100 --json number,title,author,mergedAt,url,body --jq '[.[] | select((.body // "") | contains("[skip-ai-review]") | not) | del(.body)]'`
                - This returns ONLY PRs that were merged in the last 7 days
                - The --search flag filters by merge date using GitHub's search syntax
+               - The --jq filter drops PRs whose body contains `[skip-ai-review]`; never fetch or mention those PRs
                - **FILTER OUT** any PRs with titles starting with "chore: release" or "chore(release)"
 
             3. **Categorize PRs**: Group PRs into three categories by analyzing titles and labels: