diff --git a/examples/apps_script_needed_rules_example.csv b/examples/apps_script_needed_rules_example.csv
new file mode 100644
index 0000000..7e692fc
--- /dev/null
+++ b/examples/apps_script_needed_rules_example.csv
@@ -0,0 +1,4 @@
+rule_id,enabled,priority,rule_name,from_domain,to_or_cc_domain,subject_contains,has_attachment,base_label,archive,mark_read,queue_for_ai_process,deployability,confidence,risk,notes
+AS-SALES-PO-RESELLER-ATTACHMENT,FALSE,80,Reseller PO/WO attachment secondary,acme-transit.com; metro-rail.com,acme-transit.com; metro-rail.com,PO; Purchase Order; P.O.; order form; WO,TRUE,Sales/PO; AI-Process,FALSE,FALSE,TRUE,apps_script_needed,medium,medium,Secondary extraction layer. Base reseller label remains domain-driven.
+AS-DOCUMENTATION-STEP-FILE,FALSE,60,Engineering STEP/STP file attachment,,,,TRUE,Documentation,FALSE,FALSE,FALSE,apps_script_needed,high,low,Filename pattern: *.stp or *.step. Any sender. No subject qualifier needed.
+AS-DOCUMENTATION-DIAGRAM-PDF,FALSE,65,Diagram PDF attachment,,,,TRUE,Documentation,FALSE,FALSE,FALSE,apps_script_needed,medium,low,"Filename: *.pdf AND body/subject contains ""diagram"". Requires both signals."