diff --git a/tools/scripts/fetch_latest_green_commit.py b/tools/scripts/fetch_latest_green_commit.py
index 9b346b3e79..b3f0e43097 100644
--- a/tools/scripts/fetch_latest_green_commit.py
+++ b/tools/scripts/fetch_latest_green_commit.py
@@ -1,6 +1,7 @@
 import json
 import re
 import sys
+from functools import lru_cache
 from pathlib import Path
 from typing import Any, cast, Dict, List, NamedTuple, Optional, Tuple
 
@@ -80,6 +81,23 @@ def get_commit_results(
     return workflow_checks
 
 
+@lru_cache
+def fetch_unstable_issues() -> List[str]:
+    issues = query_clickhouse_saved("issue_query", {"label": "unstable"})
+    return [
+        issue["title"][len("UNSTABLE") :].strip()
+        for issue in issues
+        if issue["title"].startswith("UNSTABLE") and issue["state"] == "open"
+    ]
+
+
+def is_unstable(job: dict[str, Any]) -> bool:
+    # Check if the job is an unstable job, either by name or by issue
+    if "unstable" in job["jobName"]:
+        return True
+    return job["name"] in fetch_unstable_issues()
+
+
 def is_green(
     commit: str, requires: List[str], results: List[Dict[str, Any]]
 ) -> Tuple[bool, str]:
@@ -88,9 +106,9 @@ def is_green(
     regex = {check: False for check in requires}
 
     for check in workflow_checks:
-        jobName = check["jobName"]
+        jobName = check["name"]
         # Ignore result from unstable job, be it success or failure
-        if "unstable" in jobName:
+        if "unstable" in jobName or jobName in fetch_unstable_issues():
             continue
 
         workflow_name = check["workflowName"]
diff --git a/tools/tests/test_fetch_latest_green_commit.py b/tools/tests/test_fetch_latest_green_commit.py
index e4f11de938..1b580072be 100644
--- a/tools/tests/test_fetch_latest_green_commit.py
+++ b/tools/tests/test_fetch_latest_green_commit.py
@@ -47,12 +47,18 @@ def make_test_checks(self) -> List[Dict[str, Any]]:
         return workflow_checks
 
 
+@mock.patch(
+    "tools.scripts.fetch_latest_green_commit.fetch_unstable_issues",
+    return_value=[],
+)
 class TestPrintCommits(TestCase):
     @mock.patch(
         "tools.scripts.fetch_latest_green_commit.get_commit_results",
         return_value=TestChecks().make_test_checks(),
     )
-    def test_all_successful(self, mock_get_commit_results: Any) -> None:
+    def test_all_successful(
+        self, mock_get_commit_results: Any, mock_fetch_unstable_issues: Any
+    ) -> None:
         """Test with workflows are successful"""
         workflow_checks = mock_get_commit_results()
         self.assertTrue(is_green("sha", requires, workflow_checks)[0])
@@ -61,7 +67,9 @@ def test_all_successful(self, mock_get_commit_results: Any) -> None:
         "tools.scripts.fetch_latest_green_commit.get_commit_results",
         return_value=TestChecks().make_test_checks(),
     )
-    def test_necessary_successful(self, mock_get_commit_results: Any) -> None:
+    def test_necessary_successful(
+        self, mock_get_commit_results: Any, mock_fetch_unstable_issues: Any
+    ) -> None:
         """Test with necessary workflows are successful"""
         workflow_checks = mock_get_commit_results()
         workflow_checks = set_workflow_job_status(
@@ -85,7 +93,9 @@ def test_necessary_successful(self, mock_get_commit_results: Any) -> None:
         "tools.scripts.fetch_latest_green_commit.get_commit_results",
         return_value=TestChecks().make_test_checks(),
     )
-    def test_necessary_skipped(self, mock_get_commit_results: Any) -> None:
+    def test_necessary_skipped(
+        self, mock_get_commit_results: Any, mock_fetch_unstable_issues: Any
+    ) -> None:
         """Test with necessary job (ex: pull) skipped"""
         workflow_checks = mock_get_commit_results()
         workflow_checks = set_workflow_job_status(workflow_checks, "pull", "skipped")
@@ -96,7 +106,9 @@ def test_necessary_skipped(self, mock_get_commit_results: Any) -> None:
         "tools.scripts.fetch_latest_green_commit.get_commit_results",
         return_value=TestChecks().make_test_checks(),
     )
-    def test_skippable_skipped(self, mock_get_commit_results: Any) -> None:
+    def test_skippable_skipped(
+        self, mock_get_commit_results: Any, mock_fetch_unstable_issues: Any
+    ) -> None:
         """Test with skippable jobs (periodic and docker-release-builds skipped"""
         workflow_checks = mock_get_commit_results()
         workflow_checks = set_workflow_job_status(
@@ -111,7 +123,9 @@ def test_skippable_skipped(self, mock_get_commit_results: Any) -> None:
         "tools.scripts.fetch_latest_green_commit.get_commit_results",
         return_value=TestChecks().make_test_checks(),
     )
-    def test_necessary_failed(self, mock_get_commit_results: Any) -> None:
+    def test_necessary_failed(
+        self, mock_get_commit_results: Any, mock_fetch_unstable_issues: Any
+    ) -> None:
         """Test with necessary job (ex: Lint) failed"""
         workflow_checks = mock_get_commit_results()
         workflow_checks = set_workflow_job_status(workflow_checks, "Lint", "failed")
@@ -123,7 +137,9 @@ def test_necessary_failed(self, mock_get_commit_results: Any) -> None:
         "tools.scripts.fetch_latest_green_commit.get_commit_results",
         return_value=TestChecks().make_test_checks(),
     )
-    def test_skippable_failed(self, mock_get_commit_results: Any) -> None:
+    def test_skippable_failed(
+        self, mock_get_commit_results: Any, mock_fetch_unstable_issues: Any
+    ) -> None:
         """Test with failing skippable jobs (ex: docker-release-builds) should pass"""
         workflow_checks = mock_get_commit_results()
         workflow_checks = set_workflow_job_status(
@@ -138,7 +154,9 @@ def test_skippable_failed(self, mock_get_commit_results: Any) -> None:
     @mock.patch(
         "tools.scripts.fetch_latest_green_commit.get_commit_results", return_value={}
     )
-    def test_no_workflows(self, mock_get_commit_results: Any) -> None:
+    def test_no_workflows(
+        self, mock_get_commit_results: Any, mock_fetch_unstable_issues: Any
+    ) -> None:
         """Test with missing workflows"""
         workflow_checks = mock_get_commit_results()
         result = is_green("sha", requires, workflow_checks)