diff --git a/crates/g3-cli/src/ui_writer_impl.rs b/crates/g3-cli/src/ui_writer_impl.rs
index b054427..85b04fd 100644
--- a/crates/g3-cli/src/ui_writer_impl.rs
+++ b/crates/g3-cli/src/ui_writer_impl.rs
@@ -486,7 +486,7 @@ impl UiWriter for ConsoleUiWriter {
         self.hint_state.handle_hint(ToolParsingHint::Complete);
 
         // Handle file operation tools and other compact tools
-        let is_compact_tool = matches!(tool_name, "read_file" | "write_file" | "str_replace" | "remember" | "screenshot" | "coverage" | "rehydrate" | "code_search" | "plan_approve");
+        let is_compact_tool = matches!(tool_name, "read_file" | "write_file" | "str_replace" | "remember" | "screenshot" | "coverage" | "rehydrate" | "code_search" | "plan_approve" | "load_toolset");
         if !is_compact_tool {
             // Reset continuation tracking for non-compact tools
             *self.last_read_file_path.lock().unwrap() = None;
@@ -543,8 +543,15 @@ impl UiWriter for ConsoleUiWriter {
                     String::new()
                 }
             } else {
-                // For remember, screenshot, etc. - no path to show
-                String::new()
+                // For load_toolset, show the toolset name
+                if tool_name == "load_toolset" {
+                    args.iter().find(|(k, _)| k == "name")
+                        .map(|(_, v)| v.to_string())
+                        .unwrap_or_default()
+                } else {
+                    // For remember, screenshot, etc. - no path to show
+                    String::new()
+                }
             }
         } else {
             // Shorten path (project -> name/, workspace -> ./, home -> ~) then truncate if still long
diff --git a/crates/g3-core/src/streaming.rs b/crates/g3-core/src/streaming.rs
index 450e4c1..2d41d00 100644
--- a/crates/g3-core/src/streaming.rs
+++ b/crates/g3-core/src/streaming.rs
@@ -75,6 +75,7 @@ pub fn format_tool_result_summary(
             | "rehydrate"
             | "code_search"
             | "plan_approve"
+            | "load_toolset"
     );
 
     if is_self_handled {
@@ -103,6 +104,7 @@ pub fn is_compact_tool(tool_name: &str) -> bool {
             | "rehydrate"
             | "code_search"
             | "plan_approve"
+            | "load_toolset"
     )
 }
 
@@ -131,6 +133,7 @@ fn format_compact_tool_summary(tool_name: &str, tool_result: &str) -> String {
         "rehydrate" => format_rehydrate_summary(tool_result),
         "code_search" => format_code_search_summary(tool_result),
         "plan_approve" => format_plan_approve_summary(tool_result),
+        "load_toolset" => format_load_toolset_summary(tool_result),
         _ => "✅ completed".to_string(),
     }
 }
@@ -540,6 +543,28 @@ pub fn format_plan_approve_summary(result: &str) -> String {
     }
 }
 
+/// Format a load_toolset result summary.
+pub fn format_load_toolset_summary(result: &str) -> String {
+    // Result formats:
+    // "✅ Loaded toolset 'webdriver' with 8 tools:\n\n..."
+    // "✅ Toolset 'webdriver' is already loaded. You can use its tools."
+    // "❌ Unknown toolset 'foo'..."
+    if result.contains("❌") {
+        "❌ failed".to_string()
+    } else if result.contains("already loaded") {
+        "ℹ️ already loaded".to_string()
+    } else if let Some(start) = result.find("toolset '") {
+        let after = &result[start + 9..];
+        if let Some(end) = after.find('\'') {
+            let name = &after[..end];
+            return format!("🧩 loaded '{}'", name);
+        }
+        "🧩 loaded".to_string()
+    } else {
+        "🧩 loaded".to_string()
+    }
+}
+
 // =============================================================================
 // Tool Call Deduplication
 // =============================================================================