diff --git a/builtins.c b/builtins.c
index c1759c1..18f665b 100644
--- a/builtins.c
+++ b/builtins.c
@@ -38,7 +38,7 @@ char *builtin_str[] = {
     "bookmark", "bookmarks", "goto",      "unbookmark", "focus_timer",
     "weather",  "grep",      "grep-text", "ripgrep",    "fzf",
     "clip",     "echo",      "theme",     "loc",        "git_status",
-    "gg",       "ls",
+    "gg",       "ls",        "stats",
 };
 
 // Array of function pointers to built-in command implementations
@@ -53,6 +53,7 @@ int (*builtin_func[])(char **) = {
     &lsh_ripgrep,     &lsh_fzf_native, &lsh_clip,       &lsh_echo,
     &lsh_theme,       &lsh_loc,        &lsh_git_status, &lsh_gg,
     lsh_dir,
+    &lsh_stats,
 };
 
 /**
@@ -1055,3 +1056,70 @@ int lsh_gg(char **args) {
 
   return 1;
 }
+
+int lsh_stats(char **args) {
+  printf("Command Statistics\n");
+  printf("=================\n\n");
+
+  if (frequency_count == 0) {
+    printf("No command history available\n");
+    return 1;
+  }
+
+  typedef struct {
+    char *command;
+    int count;
+    double score;
+  } CommandStat;
+
+  CommandStat *stats = malloc(frequency_count * sizeof(CommandStat));
+  if (!stats)
+    return 1;
+
+  time_t current_time = time(NULL);
+  for (int i = 0; i < frequency_count; i++) {
+    stats[i].command = command_frequencies[i].command;
+    stats[i].count = command_frequencies[i].count;
+
+    time_t most_recent = 0;
+    for (int j = history_size - 1; j >= 0; j--) {
+      if (strcmp(history_entries[j].command, stats[i].command) == 0) {
+        most_recent = history_entries[j].timestamp;
+        break;
+      }
+    }
+
+    double hours_ago = (current_time - most_recent) / 3600.0;
+    double recency_weight = hours_ago > 0 ? 1.0 / (1.0 + hours_ago * 0.1) : 1.0;
+
+    stats[i].score = stats[i].count * recency_weight;
+    
+  }
+
+  for (int i = 0; i < frequency_count - 1; i++) {
+    for (int j = i + 1; j < frequency_count; j++) {
+      if (stats[j].score > stats[i].score) {
+        CommandStat temp = stats[i];
+        stats[i] = stats[j];
+        stats[j] = temp;
+      }
+    }
+  }
+
+  printf("Top Commands (by frequency + recency):\n");
+  printf("Rank  Command                Count    Score\n");
+  printf("----  --------------------   -----    -----\n");
+
+  int display_count = frequency_count < 10 ? frequency_count : 10;
+  for (int i = 0; i < display_count; i++) {
+    printf("%-4d  %-20s    %-5d    %.2f\n", i + 1, stats[i].command,
+           stats[i].count, stats[i].score);
+  }
+
+  printf("\nNext Command Prediction: \n");
+  if (frequency_count > 0) {
+    printf("Most likely: %s (score: %.2f)\n", stats[0].command, stats[0].score);
+  }
+	free(stats);
+	return 1;
+}
diff --git a/builtins.h b/builtins.h
index 23d01fb..8b2ed4e 100644
--- a/builtins.h
+++ b/builtins.h
@@ -1,5 +1,5 @@
 /**
- * builtins.h 
+ * builtins.h
  * Declarations for all built-in shell commands
  */
 
@@ -77,6 +77,7 @@ int lsh_theme(char **args);
 int lsh_loc(char **args);
 int lsh_git_status(char **args);
 int lsh_gg(char **args);
+int lsh_stats(char **args);
 
 // Add command to history
 void lsh_add_to_history(const char *command);
@@ -84,8 +85,9 @@ void lsh_add_to_history(const char *command);
 // Get number of builtin commands
 int lsh_num_builtins(void);
 
-// Expose the builtin command strings and function pointers
-extern char *builtin_str[];
+
+    // Expose the builtin command strings and function pointers
+    extern char *builtin_str[];
 extern int (*builtin_func[])(char **);
 
 /**
diff --git a/builtins.o b/builtins.o
index 146c6b2..2248deb 100644
Binary files a/builtins.o and b/builtins.o differ
diff --git a/line_reader.c b/line_reader.c
index 4aa9f22..83d5e12 100644
--- a/line_reader.c
+++ b/line_reader.c
@@ -461,7 +461,7 @@ void clear_menu() {
     // Clear a generous number of lines to ensure we get everything
     // Add extra buffer to handle spacing and indicators
     int lines_to_clear = max_menu_lines + 5; // Extra buffer for safety
-    
+
     for (int i = 0; i < lines_to_clear; i++) {
       printf("\033[K"); // Clear entire line
       if (i < lines_to_clear - 1) {
@@ -476,6 +476,7 @@ void clear_menu() {
     menu_start_line = 0;
   }
 }
+// this is a test
 
 /**
  * Function to display menu of suggestions
@@ -542,26 +543,27 @@ void display_menu(const char *prompt_buffer, const char *buffer, int position) {
 
   // Store number of menu lines displayed
   menu_start_line = show_count;
-  
-  // Calculate total lines used by the menu (including all spacing and indicators)
+
+  // Calculate total lines used by the menu (including all spacing and
+  // indicators)
   int total_lines = 0;
-  
+
   // Initial spacing (2 lines)
   total_lines += 2;
-  
+
   // "Above" indicator and its spacing
   if (suggestion_count > max_display && start_idx > 0) {
     total_lines += 2; // indicator line + spacing line
   }
-  
+
   // Menu items
   total_lines += show_count;
-  
-  // "Below" indicator and its spacing  
+
+  // "Below" indicator and its spacing
   if (suggestion_count > max_display && end_idx < suggestion_count) {
     total_lines += 2; // spacing line + indicator line
   }
-  
+
   // Update max_menu_lines if this is larger
   if (total_lines > max_menu_lines) {
     max_menu_lines = total_lines;
@@ -779,7 +781,7 @@ char *lsh_read_line(void) {
 
         // Update suggestions after backspace
         update_suggestions(buffer, position);
-        
+
         // If we were in menu mode and still have suggestions, stay in menu mode
         if (was_in_menu_mode && has_suggestion && suggestion_count > 1) {
           menu_mode = 1;
@@ -961,11 +963,13 @@ char *lsh_read_line(void) {
         }
       }
     } else if (c == KEY_SHIFT_TAB) {
-      // Shift+Tab: cycle backwards in menu mode, or enter menu mode and go to last item
+      // Shift+Tab: cycle backwards in menu mode, or enter menu mode and go to
+      // last item
       if (menu_mode) {
         // Already in menu mode: cycle to previous suggestion
         if (suggestion_count > 0) {
-          suggestion_index = (suggestion_index + suggestion_count - 1) % suggestion_count;
+          suggestion_index =
+              (suggestion_index + suggestion_count - 1) % suggestion_count;
 
           // Update full_suggestion with the newly selected suggestion
           if (prefix_start > 0) {
@@ -980,13 +984,15 @@ char *lsh_read_line(void) {
             char *last_slash = strrchr(path_part, '/');
 
             if (last_slash) {
-              // Get the directory part up to the last slash (including the slash)
+              // Get the directory part up to the last slash (including the
+              // slash)
               int dir_part_len = (last_slash - path_part) + 1;
               char dir_part[LSH_RL_BUFSIZE] = "";
               strncpy(dir_part, path_part, dir_part_len);
               dir_part[dir_part_len] = '\0';
 
-              // Construct the complete path by keeping the command and directory part
+              // Construct the complete path by keeping the command and
+              // directory part
               strncpy(full_suggestion, buffer, prefix_start);
               full_suggestion[prefix_start] = '\0';
               strncat(full_suggestion, dir_part,
@@ -1155,16 +1161,19 @@ char *lsh_read_line(void) {
             strncpy(dir_part, path_part, dir_part_len);
             dir_part[dir_part_len] = '\0';
 
-            // Construct the complete path by keeping the command and directory part
+            // Construct the complete path by keeping the command and directory
+            // part
             strncpy(temp, buffer, prefix_start);
             temp[prefix_start] = '\0';
             strncat(temp, dir_part, LSH_RL_BUFSIZE - strlen(temp) - 1);
-            strncat(temp, suggestions[suggestion_index], LSH_RL_BUFSIZE - strlen(temp) - 1);
+            strncat(temp, suggestions[suggestion_index],
+                    LSH_RL_BUFSIZE - strlen(temp) - 1);
           } else {
             // No slash in current argument, normal behavior
             strncpy(temp, buffer, prefix_start);
             temp[prefix_start] = '\0';
-            strncat(temp, suggestions[suggestion_index], LSH_RL_BUFSIZE - strlen(temp) - 1);
+            strncat(temp, suggestions[suggestion_index],
+                    LSH_RL_BUFSIZE - strlen(temp) - 1);
           }
 
           strncpy(buffer, temp, bufsize - 1);
@@ -1188,7 +1197,8 @@ char *lsh_read_line(void) {
           // Clear suggestions after accepting non-directory
           if (suggestions) {
             for (int i = 0; i < suggestion_count; i++) {
-              if (suggestions[i]) free(suggestions[i]);
+              if (suggestions[i])
+                free(suggestions[i]);
             }
             free(suggestions);
             suggestions = NULL;
@@ -1261,7 +1271,7 @@ char *lsh_read_line(void) {
 
       // Update with the new character and show suggestions
       update_suggestions(buffer, position);
-      
+
       // If we were in menu mode and still have suggestions, stay in menu mode
       if (was_in_menu_mode && has_suggestion && suggestion_count > 1) {
         menu_mode = 1;
diff --git a/line_reader.o b/line_reader.o
index 1dd6f04..06ef888 100644
Binary files a/line_reader.o and b/line_reader.o differ
diff --git a/persistent_history.c b/persistent_history.c
index fda5608..240ddd8 100644
--- a/persistent_history.c
+++ b/persistent_history.c
@@ -12,16 +12,17 @@
 #include <string.h>
 #include <time.h>
 #include <unistd.h>
+#include <ctype.h>
 
 // Global variables for persistent history
-static PersistentHistoryEntry *history_entries = NULL;
-static int history_size = 0;
+PersistentHistoryEntry *history_entries = NULL;
+int history_size = 0;
 static int history_capacity = 0;
 static int history_position = 0;
 
 // Global variables for frequency tracking
-static CommandFrequency *command_frequencies = NULL;
-static int frequency_count = 0;
+CommandFrequency *command_frequencies = NULL;
+int frequency_count = 0;
 static int frequency_capacity = 0;
 
 // Paths for history and frequency files
diff --git a/persistent_history.h b/persistent_history.h
index 1043095..2c1b873 100644
--- a/persistent_history.h
+++ b/persistent_history.h
@@ -82,4 +82,10 @@ char **get_matching_history_entries(const char *prefix);
 // Free matching entries
 void free_matching_entries(char **entries);
 
+// Expose global variables for stats command
+extern CommandFrequency *command_frequencies;
+extern int frequency_count;
+extern PersistentHistoryEntry *history_entries;
+extern int history_size;
+
 #endif // PERSISTENT_HISTORY_H
\ No newline at end of file
diff --git a/persistent_history.o b/persistent_history.o
index 0557738..a1e16fb 100644
Binary files a/persistent_history.o and b/persistent_history.o differ
diff --git a/shell b/shell
index 1176ec8..b136d6f 100755
Binary files a/shell and b/shell differ