diff --git a/GramAddict/core/telepathic_engine.py b/GramAddict/core/telepathic_engine.py
index dfc7ba1..f82f6dc 100644
--- a/GramAddict/core/telepathic_engine.py
+++ b/GramAddict/core/telepathic_engine.py
@@ -1438,9 +1438,8 @@ class TelepathicEngine:
         # Structure-based grid detection: interactive visual elements with no text
         grid_nodes = []
         for n in viable_nodes:
-            orig = n.get("original_attribs", {})
-            desc = orig.get("content-desc", "").lower()
-            has_text = bool(orig.get("text", ""))
+            desc = n.get("content_desc", "").lower()
+            has_text = bool(n.get("text", ""))
 
             if not has_text and ("photo" in desc or "video" in desc or "image" in desc or "post" in desc or desc == ""):
                 grid_nodes.append(n)
@@ -1500,9 +1499,11 @@ class TelepathicEngine:
         mem = self.ui_memory.retrieve_memory(intent_description, "", similarity_threshold=0.9, exact_only=True)
         if mem and isinstance(mem, dict):
             if mem.get("action") == "tap" and mem.get("resource_id"):
-                learned_res_id = mem.get("resource_id")
+                learned_res_id = mem.get("resource_id").lower()
+                learned_res_id_underscores = learned_res_id.replace(" ", "_")
                 for n in viable_nodes:
-                    if learned_res_id in n.get("resource_id", "").lower():
+                    raw_id = n.get("resource_id", "").lower()
+                    if learned_res_id in raw_id or learned_res_id_underscores in raw_id:
                         logger.info(
                             f"🧠 [TelepathicEngine] Fast-Path resolved '{intent_description}' via Qdrant -> '{learned_res_id}'",
                             extra={"color": "\\033[36m"},