diff --git a/examples/for_axios.py b/examples/for_axios.py
index 8a9de7c..d40fe2b 100644
--- a/examples/for_axios.py
+++ b/examples/for_axios.py
@@ -1,4 +1,6 @@
+import os
 import pathlib
+import subprocess
 import sys
 import warnings
 
@@ -14,6 +16,11 @@
     warnings.warn(f"clone axios to {axios_repo} first")
     sys.exit(0)
 
+# dump gh issues
+issue_json_file = "issues.json"
+subprocess.check_call(f"gh issue list --json title,number --limit 5000 --state=all > {issue_json_file}", shell=True)
+assert os.path.isfile(issue_json_file)
+
 collector = Collector()
 collector.config.repo_root = axios_repo
 collector.config.max_depth_limit = -1
@@ -21,6 +28,7 @@
 
 ctx = collector.collect_metadata()
 storage = Storage()
+storage.config.load_issue_mapping_from_gh_json_file((axios_repo / issue_json_file).as_posix())
 storage.embed_ctx(ctx)
 tagger = Tagger()
 tagger.config.tags = [