Speed optimizations: Economy element tree and TOTP context parsing skip (#3936)

skyvern/forge/agent_functions.py

@@ -571,8 +571,30 @@ class AgentFunction:
                 if "children" in queue_ele:
                     queue.extend(queue_ele["children"])
 
-            # Convert all eligible SVGs in parallel
-            if eligible_svgs:
+            # SPEED OPTIMIZATION: Skip SVG conversion when using economy tree
+            # Economy tree removes SVGs, so no point converting them
+            #
+            # COORDINATION: Use the same enable_speed_optimizations decision from context
+            # that was set in agent.py BEFORE scraping. This ensures SVG conversion skip
+            # is perfectly coordinated with economy tree selection.
+            skip_svg_conversion = False
+            if eligible_svgs and task and step:
+                # Get the optimization decision from context (set before scraping in agent.py)
+                current_context = skyvern_context.current()
+                enable_speed_optimizations = current_context.enable_speed_optimizations if current_context else False
+
+                if enable_speed_optimizations and step.retry_index == 0:
+                    skip_svg_conversion = True
+                    LOG.info(
+                        "Speed optimization: Skipping SVG conversion (will use economy tree)",
+                        step_order=step.order,
+                        step_retry=step.retry_index,
+                        workflow_run_id=task.workflow_run_id,
+                        svg_count=len(eligible_svgs),
+                    )
+
+            # Convert all eligible SVGs in parallel (unless skipped by optimization)
+            if eligible_svgs and not skip_svg_conversion:
                 await asyncio.gather(*[_convert_svg_to_string(element, task, step) for element, frame in eligible_svgs])
 
             return element_tree