Merge pull request #1 from z060142/Refactoring

Refactoring and modularize existing work logic

main.py

@@ -24,8 +24,9 @@ all_discovered_mcp_tools: list[dict] = []
 exit_stack = AsyncExitStack()
 # Stores loaded persona data (as a string for easy injection into prompt)
 wolfhart_persona_details: str | None = None
-# --- Use standard thread-safe queue ---
-trigger_queue: ThreadSafeQueue = ThreadSafeQueue() # Use standard Queue
+# --- Use standard thread-safe queues ---
+trigger_queue: ThreadSafeQueue = ThreadSafeQueue() # UI Thread -> Main Loop
+command_queue: ThreadSafeQueue = ThreadSafeQueue() # Main Loop -> UI Thread
 # --- End Change ---
 ui_monitor_task: asyncio.Task | None = None # To track the UI monitor task
 
@@ -205,8 +206,9 @@ async def run_main_with_exit_stack():
         # 3. Start UI Monitoring in a separate thread
         print("\n--- Starting UI monitoring thread ---")
         loop = asyncio.get_running_loop() # Get loop for run_in_executor
+        # Use the new monitoring loop function, passing both queues
         monitor_task = loop.create_task(
-            asyncio.to_thread(ui_interaction.monitor_chat_for_trigger, trigger_queue),
+            asyncio.to_thread(ui_interaction.run_ui_monitoring_loop, trigger_queue, command_queue), # Pass command_queue
             name="ui_monitor"
         )
         ui_monitor_task = monitor_task # Store task reference for shutdown
@@ -265,15 +267,16 @@ async def run_main_with_exit_stack():
                 if thoughts:
                     print(f"AI Thoughts: {thoughts[:150]}..." if len(thoughts) > 150 else f"AI Thoughts: {thoughts}")
                 
-                # 只有當有效回應時才發送到遊戲
+                # 只有當有效回應時才發送到遊戲 (via command queue)
                 if bot_dialogue and valid_response:
-                    print("Preparing to send dialogue response via UI...")
-                    send_success = await asyncio.to_thread(
-                        ui_interaction.paste_and_send_reply,
-                        bot_dialogue
-                    )
-                    if send_success: print("Response sent successfully.")
-                    else: print("Error: Failed to send response via UI.")
+                    print("Sending 'send_reply' command to UI thread...")
+                    command_to_send = {'action': 'send_reply', 'text': bot_dialogue}
+                    try:
+                        # Put command into the queue for the UI thread to handle
+                        await loop.run_in_executor(None, command_queue.put, command_to_send)
+                        print("Command placed in queue.")
+                    except Exception as q_err:
+                        print(f"Error putting command in queue: {q_err}")
                 else:
                     print("Not sending response: Invalid or empty dialogue content.")
 
@@ -309,4 +312,3 @@ if __name__ == "__main__":
         print(f"Top-level error during asyncio.run execution: {e}")
     finally:
         print("Program exited.")
-

ui_interaction.py

@@ -1,6 +1,5 @@
 # ui_interaction.py
-# Handles recognition and interaction logic with the game screen
-# Includes: Bot bubble corner detection, case-sensitive keyword detection, duplicate handling mechanism, state-based ESC cleanup, complete syntax fixes
+# Refactored to separate Detection and Interaction logic.
 
 import pyautogui
 import cv2 # opencv-python
@@ -13,183 +12,144 @@ import asyncio
 import pygetwindow as gw # Used to check/activate windows
 import config          # Used to read window title
 import queue
+from typing import List, Tuple, Optional, Dict, Any
 
 # --- Configuration Section ---
-# Get script directory to ensure relative paths are correct
 SCRIPT_DIR = os.path.dirname(os.path.abspath(__file__))
-TEMPLATE_DIR = os.path.join(SCRIPT_DIR, "templates") # Templates image folder path
-os.makedirs(TEMPLATE_DIR, exist_ok=True) # Ensure folder exists
+TEMPLATE_DIR = os.path.join(SCRIPT_DIR, "templates")
+os.makedirs(TEMPLATE_DIR, exist_ok=True)
 
-# --- Regular Bubble Corner Templates ---
-# Please save screenshots to the templates folder using the following filenames
-CORNER_TL_IMG = os.path.join(TEMPLATE_DIR, "corner_tl.png") # Regular bubble - Top Left corner
-CORNER_TR_IMG = os.path.join(TEMPLATE_DIR, "corner_tr.png") # Regular bubble - Top Right corner
-CORNER_BL_IMG = os.path.join(TEMPLATE_DIR, "corner_bl.png") # Regular bubble - Bottom Left corner
-CORNER_BR_IMG = os.path.join(TEMPLATE_DIR, "corner_br.png") # Regular bubble - Bottom Right corner
+# --- Template Paths (Consider moving to config.py or loading dynamically) ---
+# Bubble Corners
+CORNER_TL_IMG = os.path.join(TEMPLATE_DIR, "corner_tl.png")
+CORNER_TR_IMG = os.path.join(TEMPLATE_DIR, "corner_tr.png")
+CORNER_BL_IMG = os.path.join(TEMPLATE_DIR, "corner_bl.png")
+CORNER_BR_IMG = os.path.join(TEMPLATE_DIR, "corner_br.png")
+BOT_CORNER_TL_IMG = os.path.join(TEMPLATE_DIR, "bot_corner_tl.png")
+BOT_CORNER_TR_IMG = os.path.join(TEMPLATE_DIR, "bot_corner_tr.png")
+BOT_CORNER_BL_IMG = os.path.join(TEMPLATE_DIR, "bot_corner_bl.png")
+BOT_CORNER_BR_IMG = os.path.join(TEMPLATE_DIR, "bot_corner_br.png")
+# Keywords
+KEYWORD_wolf_LOWER_IMG = os.path.join(TEMPLATE_DIR, "keyword_wolf_lower.png")
+KEYWORD_Wolf_UPPER_IMG = os.path.join(TEMPLATE_DIR, "keyword_wolf_upper.png")
+# UI Elements
+COPY_MENU_ITEM_IMG = os.path.join(TEMPLATE_DIR, "copy_menu_item.png")
+PROFILE_OPTION_IMG = os.path.join(TEMPLATE_DIR, "profile_option.png")
+COPY_NAME_BUTTON_IMG = os.path.join(TEMPLATE_DIR, "copy_name_button.png")
+SEND_BUTTON_IMG = os.path.join(TEMPLATE_DIR, "send_button.png")
+CHAT_INPUT_IMG = os.path.join(TEMPLATE_DIR, "chat_input.png")
+# State Detection
+PROFILE_NAME_PAGE_IMG = os.path.join(TEMPLATE_DIR, "Profile_Name_page.png")
+PROFILE_PAGE_IMG = os.path.join(TEMPLATE_DIR, "Profile_page.png")
+CHAT_ROOM_IMG = os.path.join(TEMPLATE_DIR, "chat_room.png")
+# Add World/Private chat identifiers later
+WORLD_CHAT_IMG = os.path.join(TEMPLATE_DIR, "World_Label_normal.png") # Example
+PRIVATE_CHAT_IMG = os.path.join(TEMPLATE_DIR, "Private_Label_normal.png") # Example
 
-# --- Bot Bubble Corner Templates (need to be provided!) ---
-# Please save screenshots to the templates folder using the following filenames
-BOT_CORNER_TL_IMG = os.path.join(TEMPLATE_DIR, "bot_corner_tl.png") # Bot bubble - Top Left corner
-BOT_CORNER_TR_IMG = os.path.join(TEMPLATE_DIR, "bot_corner_tr.png") # Bot bubble - Top Right corner
-BOT_CORNER_BL_IMG = os.path.join(TEMPLATE_DIR, "bot_corner_bl.png") # Bot bubble - Bottom Left corner
-BOT_CORNER_BR_IMG = os.path.join(TEMPLATE_DIR, "bot_corner_br.png") # Bot bubble - Bottom Right corner
+# --- Operation Parameters (Consider moving to config.py) ---
+CHAT_INPUT_REGION = None # Example: (100, 800, 500, 50)
+CHAT_INPUT_CENTER_X = 400
+CHAT_INPUT_CENTER_Y = 1280
+SCREENSHOT_REGION = None
+CONFIDENCE_THRESHOLD = 0.8
+STATE_CONFIDENCE_THRESHOLD = 0.7
+AVATAR_OFFSET_X = -50
+BBOX_SIMILARITY_TOLERANCE = 10
+RECENT_TEXT_HISTORY_MAXLEN = 5 # This state likely belongs in the coordinator
 
-# --- Keyword Templates (case-sensitive) ---
-# Please save screenshots to the templates folder using the following filenames
-KEYWORD_wolf_LOWER_IMG = os.path.join(TEMPLATE_DIR, "keyword_wolf_lower.png") # Lowercase "wolf"
-KEYWORD_Wolf_UPPER_IMG = os.path.join(TEMPLATE_DIR, "keyword_wolf_upper.png") # Uppercase "Wolf"
+# --- Helper Function (Module Level) ---
+def are_bboxes_similar(bbox1: Optional[Tuple[int, int, int, int]],
+                       bbox2: Optional[Tuple[int, int, int, int]],
+                       tolerance: int = BBOX_SIMILARITY_TOLERANCE) -> bool:
+    """Check if two bounding boxes' top-left corners are close."""
+    if bbox1 is None or bbox2 is None:
+        return False
+    return abs(bbox1[0] - bbox2[0]) <= tolerance and abs(bbox1[1] - bbox2[1]) <= tolerance
 
-# --- UI Element Templates ---
-# Please save screenshots to the templates folder using the following filenames
-COPY_MENU_ITEM_IMG = os.path.join(TEMPLATE_DIR, "copy_menu_item.png")     # "Copy" option in the menu
-PROFILE_OPTION_IMG = os.path.join(TEMPLATE_DIR, "profile_option.png")     # Option in the profile card that opens user details
-COPY_NAME_BUTTON_IMG = os.path.join(TEMPLATE_DIR, "copy_name_button.png") # "Copy Name" button in user details
-SEND_BUTTON_IMG = os.path.join(TEMPLATE_DIR, "send_button.png")           # "Send" button for the chat input box
-CHAT_INPUT_IMG = os.path.join(TEMPLATE_DIR, "chat_input.png")             # (Optional) Template image for the chat input box
+# ==============================================================================
+# Detection Module
+# ==============================================================================
+class DetectionModule:
+    """Handles finding elements and states on the screen using image recognition."""
 
-# --- Status Detection Templates ---
-# Please save screenshots to the templates folder using the following filenames
-PROFILE_NAME_PAGE_IMG = os.path.join(TEMPLATE_DIR, "Profile_Name_page.png") # User details page identifier
-PROFILE_PAGE_IMG = os.path.join(TEMPLATE_DIR, "Profile_page.png")       # Profile card page identifier
-CHAT_ROOM_IMG = os.path.join(TEMPLATE_DIR, "chat_room.png")           # Chat room interface identifier
+    def __init__(self, templates: Dict[str, str], confidence: float = CONFIDENCE_THRESHOLD, state_confidence: float = STATE_CONFIDENCE_THRESHOLD, region: Optional[Tuple[int, int, int, int]] = SCREENSHOT_REGION):
+        self.templates = templates
+        self.confidence = confidence
+        self.state_confidence = state_confidence
+        self.region = region
+        self._warned_paths = set()
+        print("DetectionModule initialized.")
 
-# --- Operation Parameters (need to be adjusted based on your environment) ---
-# Chat input box reference coordinates or region (needed if not using image positioning)
-CHAT_INPUT_REGION = None # (100, 800, 500, 50) # Example region (x, y, width, height)
-CHAT_INPUT_CENTER_X = 400 # Example X coordinate
-CHAT_INPUT_CENTER_Y = 1280 # Example Y coordinate
-
-# Screenshot and recognition parameters
-SCREENSHOT_REGION = None # None means full screen, or set to (x, y, width, height) to limit scanning area
-CONFIDENCE_THRESHOLD = 0.8 # Main image matching confidence threshold (0.0 ~ 1.0), needs adjustment
-STATE_CONFIDENCE_THRESHOLD = 0.7 # State detection confidence threshold (may need to be lower)
-AVATAR_OFFSET_X = -50 # Avatar X offset relative to bubble top-left corner (based on your update)
-
-# Duplicate handling parameters
-BBOX_SIMILARITY_TOLERANCE = 10 # Pixel tolerance when determining if two bubbles are in similar positions
-RECENT_TEXT_HISTORY_MAXLEN = 5 # Number of recently processed texts to keep
-
-# --- Helper Functions ---
-
-def find_template_on_screen(template_path, region=None, confidence=CONFIDENCE_THRESHOLD, grayscale=False):
-    """
-    Find a template image in a specified screen region (more robust version).
-
-    Args:
-        template_path (str): Path to the template image.
-        region (tuple, optional): Screenshot region (x, y, width, height). Default is None (full screen).
-        confidence (float, optional): Matching confidence threshold. Default is CONFIDENCE_THRESHOLD.
-        grayscale (bool, optional): Whether to use grayscale for matching. Default is False.
-
-    Returns:
-        list: List containing center point coordinates of all found matches [(x1, y1), (x2, y2), ...],
-              or empty list if none found.
-    """
-    locations = []
-    # Check if template file exists, warn only once when not found
-    if not os.path.exists(template_path):
-        if not hasattr(find_template_on_screen, 'warned_paths'):
-            find_template_on_screen.warned_paths = set()
-        if template_path not in find_template_on_screen.warned_paths:
-            print(f"Error: Template image doesn't exist: {template_path}")
-            find_template_on_screen.warned_paths.add(template_path)
+    def _find_template(self, template_key: str, confidence: Optional[float] = None, region: Optional[Tuple[int, int, int, int]] = None, grayscale: bool = False) -> List[Tuple[int, int]]:
+        """Internal helper to find a template by its key."""
+        template_path = self.templates.get(template_key)
+        if not template_path:
+            print(f"Error: Template key '{template_key}' not found in provided templates.")
             return []
 
+        # Check if template file exists, warn only once
+        if not os.path.exists(template_path):
+            if template_path not in self._warned_paths:
+                print(f"Error: Template image doesn't exist: {template_path}")
+                self._warned_paths.add(template_path)
+            return []
+
+        locations = []
+        current_region = region if region is not None else self.region
+        current_confidence = confidence if confidence is not None else self.confidence
+
         try:
-        # Use pyautogui to find all matches (requires opencv-python)
-        matches = pyautogui.locateAllOnScreen(template_path, region=region, confidence=confidence, grayscale=grayscale)
+            matches = pyautogui.locateAllOnScreen(template_path, region=current_region, confidence=current_confidence, grayscale=grayscale)
             if matches:
                 for box in matches:
                     center_x = box.left + box.width // 2
                     center_y = box.top + box.height // 2
                     locations.append((center_x, center_y))
-        # print(f"Found template '{os.path.basename(template_path)}' at {len(locations)} locations.") # Debug
+            # print(f"Found template '{template_key}' at {len(locations)} locations.") # Debug
             return locations
         except Exception as e:
-        # Print more detailed error, including template path
-        print(f"Error finding template '{os.path.basename(template_path)}' ({template_path}): {e}")
+            print(f"Error finding template '{template_key}' ({template_path}): {e}")
             return []
 
-def click_at(x, y, button='left', clicks=1, interval=0.1, duration=0.1):
-    """Safely click at specific coordinates, with movement time added"""
-    try:
-        x_int, y_int = int(x), int(y) # Ensure coordinates are integers
-        print(f"Moving to and clicking at: ({x_int}, {y_int}), button: {button}, clicks: {clicks}")
-        pyautogui.moveTo(x_int, y_int, duration=duration) # Smooth move to target
-        pyautogui.click(button=button, clicks=clicks, interval=interval)
-        time.sleep(0.1) # Brief pause after clicking
-    except Exception as e:
-        print(f"Error clicking at coordinates ({int(x)}, {int(y)}): {e}")
+    def find_elements(self, template_keys: List[str], confidence: Optional[float] = None, region: Optional[Tuple[int, int, int, int]] = None) -> Dict[str, List[Tuple[int, int]]]:
+        """Find multiple templates by their keys."""
+        results = {}
+        for key in template_keys:
+            results[key] = self._find_template(key, confidence=confidence, region=region)
+        return results
 
-def get_clipboard_text():
-    """Get text from clipboard"""
-    try:
-        return pyperclip.paste()
-    except Exception as e:
-        # pyperclip might fail in certain environments (like headless servers)
-        print(f"Error reading clipboard: {e}")
-        return None
-
-def set_clipboard_text(text):
-    """Set clipboard text"""
-    try:
-        pyperclip.copy(text)
-    except Exception as e:
-        print(f"Error writing to clipboard: {e}")
-
-def are_bboxes_similar(bbox1, bbox2, tolerance=BBOX_SIMILARITY_TOLERANCE):
-    """Check if two bounding boxes' positions (top-left corner) are very close"""
-    if bbox1 is None or bbox2 is None:
-        return False
-    # Compare top-left coordinates (bbox[0], bbox[1])
-    return abs(bbox1[0] - bbox2[0]) <= tolerance and abs(bbox1[1] - bbox2[1]) <= tolerance
-
-# --- Main Logic Functions ---
-
-def find_dialogue_bubbles():
+    def find_dialogue_bubbles(self) -> List[Tuple[Tuple[int, int, int, int], bool]]:
         """
-    Scan the screen for regular bubble corners and Bot bubble corners, and try to pair them.
-    Returns a list containing bounding boxes and whether they are Bot bubbles.
-    !!! The matching logic is very basic and needs significant improvement based on actual needs !!!
+        Scan screen for regular and bot bubble corners and pair them.
+        Returns list of (bbox, is_bot_flag). Basic matching logic.
         """
-    all_bubbles_with_type = [] # Store (bbox, is_bot_flag)
+        all_bubbles_with_type = []
 
-    # 1. Find all regular corners
-    tl_corners = find_template_on_screen(CORNER_TL_IMG, region=SCREENSHOT_REGION)
-    br_corners = find_template_on_screen(CORNER_BR_IMG, region=SCREENSHOT_REGION)
-    # tr_corners = find_template_on_screen(CORNER_TR_IMG, region=SCREENSHOT_REGION) # Not using TR/BL for now
-    # bl_corners = find_template_on_screen(CORNER_BL_IMG, region=SCREENSHOT_REGION)
+        # Find corners using the internal helper
+        tl_corners = self._find_template('corner_tl')
+        br_corners = self._find_template('corner_br')
+        bot_tl_corners = self._find_template('bot_corner_tl')
+        bot_br_corners = self._find_template('bot_corner_br')
 
-    # 2. Find all Bot corners
-    bot_tl_corners = find_template_on_screen(BOT_CORNER_TL_IMG, region=SCREENSHOT_REGION)
-    bot_br_corners = find_template_on_screen(BOT_CORNER_BR_IMG, region=SCREENSHOT_REGION)
-    # bot_tr_corners = find_template_on_screen(BOT_CORNER_TR_IMG, region=SCREENSHOT_REGION)
-    # bot_bl_corners = find_template_on_screen(BOT_CORNER_BL_IMG, region=SCREENSHOT_REGION)
-
-    # 3. Try to match regular bubbles (using TL and BR)
-    processed_tls = set() # Track already matched TL indices
+        # Match regular bubbles
+        processed_tls = set()
         if tl_corners and br_corners:
             for i, tl in enumerate(tl_corners):
                 if i in processed_tls: continue
                 potential_br = None
                 min_dist_sq = float('inf')
-            # Find the best BR corresponding to this TL (e.g., closest, or satisfying specific geometric constraints)
                 for j, br in enumerate(br_corners):
-                # Check if BR is in a reasonable range to the bottom-right of TL
-                if br[0] > tl[0] + 20 and br[1] > tl[1] + 10: # Assume minimum width/height
+                    if br[0] > tl[0] + 20 and br[1] > tl[1] + 10:
                         dist_sq = (br[0] - tl[0])**2 + (br[1] - tl[1])**2
-                    # Could add more conditions here, e.g., aspect ratio limits
-                    if dist_sq < min_dist_sq: # Simple nearest-match
+                        if dist_sq < min_dist_sq:
                             potential_br = br
                             min_dist_sq = dist_sq
-
                 if potential_br:
-                # Assuming we found matching TL and BR, define bounding box
                     bubble_bbox = (tl[0], tl[1], potential_br[0], potential_br[1])
-                all_bubbles_with_type.append((bubble_bbox, False)) # Mark as non-Bot
-                processed_tls.add(i) # Mark this TL as used
+                    all_bubbles_with_type.append((bubble_bbox, False))
+                    processed_tls.add(i)
 
-    # 4. Try to match Bot bubbles (using Bot TL and Bot BR)
+        # Match Bot bubbles
         processed_bot_tls = set()
         if bot_tl_corners and bot_br_corners:
             for i, tl in enumerate(bot_tl_corners):
@@ -204,250 +164,253 @@ def find_dialogue_bubbles():
                                 min_dist_sq = dist_sq
                  if potential_br:
                       bubble_bbox = (tl[0], tl[1], potential_br[0], potential_br[1])
-                  all_bubbles_with_type.append((bubble_bbox, True)) # Mark as Bot
+                      all_bubbles_with_type.append((bubble_bbox, True))
                       processed_bot_tls.add(i)
 
-    # print(f"Found {len(all_bubbles_with_type)} potential bubbles.") #reduce printing
         return all_bubbles_with_type
 
+    def find_keyword_in_region(self, region: Tuple[int, int, int, int]) -> Optional[Tuple[int, int]]:
+        """Look for keywords within a specified region."""
+        if region[2] <= 0 or region[3] <= 0: return None # Invalid region width/height
 
-def find_keyword_in_bubble(bubble_bbox):
-    """
-    Look for the keywords "wolf" or "Wolf" images within the specified bubble area.
-    """
-    x_min, y_min, x_max, y_max = bubble_bbox
-    width = x_max - x_min
-    height = y_max - y_min
-    if width <= 0 or height <= 0:
-        # print(f"Warning: Invalid bubble area {bubble_bbox}") #reduce printing
-        return None
-    search_region = (x_min, y_min, width, height)
-    # print(f"Searching for keywords in region {search_region}...") #reduce printing
+        # Try lowercase
+        locations_lower = self._find_template('keyword_wolf_lower', region=region)
+        if locations_lower:
+            print(f"Found keyword (lowercase) in region {region}, position: {locations_lower[0]}")
+            return locations_lower[0]
 
-    # 1. Try to find lowercase "wolf"
-    keyword_locations_lower = find_template_on_screen(KEYWORD_wolf_LOWER_IMG, region=search_region)
-    if keyword_locations_lower:
-        keyword_coords = keyword_locations_lower[0]
-        print(f"Found keyword (lowercase) in bubble {bubble_bbox}, position: {keyword_coords}")
-        return keyword_coords
+        # Try uppercase
+        locations_upper = self._find_template('keyword_wolf_upper', region=region)
+        if locations_upper:
+            print(f"Found keyword (uppercase) in region {region}, position: {locations_upper[0]}")
+            return locations_upper[0]
 
-    # 2. If lowercase not found, try uppercase "Wolf"
-    keyword_locations_upper = find_template_on_screen(KEYWORD_Wolf_UPPER_IMG, region=search_region)
-    if keyword_locations_upper:
-        keyword_coords = keyword_locations_upper[0]
-        print(f"Found keyword (uppercase) in bubble {bubble_bbox}, position: {keyword_coords}")
-        return keyword_coords
-
-    # If neither found
         return None
 
-def find_avatar_for_bubble(bubble_bbox):
-    """Calculate avatar frame position based on bubble's top-left coordinates."""
+    def calculate_avatar_coords(self, bubble_bbox: Tuple[int, int, int, int], offset_x: int = AVATAR_OFFSET_X) -> Tuple[int, int]:
+        """Calculate avatar coordinates based on bubble top-left."""
         tl_x, tl_y = bubble_bbox[0], bubble_bbox[1]
-    # Adjust offset and Y-coordinate calculation based on actual layout
-    avatar_x = tl_x + AVATAR_OFFSET_X # Use updated offset
-    avatar_y = tl_y # Assume Y coordinate is same as top-left
-    print(f"Calculated avatar coordinates: ({int(avatar_x)}, {int(avatar_y)})")
-    return (avatar_x, avatar_y)
+        avatar_x = tl_x + offset_x
+        avatar_y = tl_y # Assuming Y is same as top-left
+        # print(f"Calculated avatar coordinates: ({int(avatar_x)}, {int(avatar_y)})") # Reduce noise
+        return (int(avatar_x), int(avatar_y))
 
-def get_bubble_text(keyword_coords):
-    """
-    Click on keyword position, simulate menu selection "Copy" or press Ctrl+C, and get text from clipboard.
-    """
-    print(f"Attempting to copy @ {keyword_coords}...");
-    original_clipboard = get_clipboard_text() or "" # Ensure not None
-    set_clipboard_text("___MCP_CLEAR___") # Use special marker to clear
-    time.sleep(0.1) # Brief wait for clipboard operation
+    def get_current_ui_state(self) -> str:
+        """Determine the current UI state based on visible elements."""
+        # Check in order of specificity or likelihood
+        if self._find_template('profile_name_page', confidence=self.state_confidence):
+            return 'user_details'
+        if self._find_template('profile_page', confidence=self.state_confidence):
+            return 'profile_card'
+        # Add checks for world/private chat later
+        if self._find_template('world_chat', confidence=self.state_confidence): # Example
+             return 'world_chat'
+        if self._find_template('private_chat', confidence=self.state_confidence): # Example
+             return 'private_chat'
+        if self._find_template('chat_room', confidence=self.state_confidence):
+            return 'chat_room' # General chat room if others aren't found
 
-    # Click on keyword position
-    click_at(keyword_coords[0], keyword_coords[1])
-    time.sleep(0.2) # Wait for possible menu or reaction
+        return 'unknown'
 
-    # Try to find and click "Copy" menu item
-    copy_item_locations = find_template_on_screen(COPY_MENU_ITEM_IMG, confidence=0.7)
-    copied = False # Initialize copy state
+# ==============================================================================
+# Interaction Module
+# ==============================================================================
+class InteractionModule:
+    """Handles performing actions on the UI like clicking, typing, clipboard."""
+
+    def __init__(self, detector: DetectionModule, input_coords: Tuple[int, int] = (CHAT_INPUT_CENTER_X, CHAT_INPUT_CENTER_Y), input_template_key: Optional[str] = 'chat_input', send_button_key: str = 'send_button'):
+        self.detector = detector
+        self.default_input_coords = input_coords
+        self.input_template_key = input_template_key
+        self.send_button_key = send_button_key
+        print("InteractionModule initialized.")
+
+    def click_at(self, x: int, y: int, button: str = 'left', clicks: int = 1, interval: float = 0.1, duration: float = 0.1):
+        """Safely click at specific coordinates."""
+        try:
+            print(f"Moving to and clicking at: ({x}, {y}), button: {button}, clicks: {clicks}")
+            pyautogui.moveTo(x, y, duration=duration)
+            pyautogui.click(button=button, clicks=clicks, interval=interval)
+            time.sleep(0.1)
+        except Exception as e:
+            print(f"Error clicking at coordinates ({x}, {y}): {e}")
+
+    def press_key(self, key: str, presses: int = 1, interval: float = 0.1):
+        """Press a specific key."""
+        try:
+            print(f"Pressing key: {key} ({presses} times)")
+            for _ in range(presses):
+                pyautogui.press(key)
+                time.sleep(interval)
+        except Exception as e:
+            print(f"Error pressing key '{key}': {e}")
+
+    def hotkey(self, *args):
+        """Press a key combination (e.g., 'ctrl', 'c')."""
+        try:
+            print(f"Pressing hotkey: {args}")
+            pyautogui.hotkey(*args)
+            time.sleep(0.1) # Short pause after hotkey
+        except Exception as e:
+            print(f"Error pressing hotkey {args}: {e}")
+
+    def get_clipboard(self) -> Optional[str]:
+        """Get text from clipboard."""
+        try:
+            return pyperclip.paste()
+        except Exception as e:
+            print(f"Error reading clipboard: {e}")
+            return None
+
+    def set_clipboard(self, text: str):
+        """Set clipboard text."""
+        try:
+            pyperclip.copy(text)
+        except Exception as e:
+            print(f"Error writing to clipboard: {e}")
+
+    def copy_text_at(self, coords: Tuple[int, int]) -> Optional[str]:
+        """Attempt to copy text after clicking at given coordinates."""
+        print(f"Attempting to copy text at {coords}...")
+        original_clipboard = self.get_clipboard() or ""
+        self.set_clipboard("___MCP_CLEAR___")
+        time.sleep(0.1)
+
+        self.click_at(coords[0], coords[1])
+        time.sleep(0.2) # Wait for menu/reaction
+
+        copied = False
+        # Try finding "Copy" menu item first
+        copy_item_locations = self.detector._find_template('copy_menu_item', confidence=0.7) # Use detector
         if copy_item_locations:
             copy_coords = copy_item_locations[0]
-        click_at(copy_coords[0], copy_coords[1])
+            self.click_at(copy_coords[0], copy_coords[1])
             print("Clicked 'Copy' menu item.")
-        time.sleep(0.2) # Wait for copy operation to complete
-        copied = True # Mark copy operation as attempted (via click)
+            time.sleep(0.2)
+            copied = True
         else:
-        print("'Copy' menu item not found. Attempting to simulate Ctrl+C.")
-        # --- Corrected try block ---
+            print("'Copy' menu item not found. Attempting Ctrl+C.")
             try:
-            pyautogui.hotkey('ctrl', 'c')
-            time.sleep(0.2) # Wait for copy operation to complete
+                self.hotkey('ctrl', 'c')
+                time.sleep(0.2)
                 print("Simulated Ctrl+C.")
-            copied = True # Mark copy operation as attempted (via hotkey)
+                copied = True
             except Exception as e_ctrlc:
                  print(f"Failed to simulate Ctrl+C: {e_ctrlc}")
-             copied = False # Ensure copied is False on failure
-        # --- End correction ---
+                 copied = False
 
-    # Check clipboard content
-    copied_text = get_clipboard_text()
+        copied_text = self.get_clipboard()
+        self.set_clipboard(original_clipboard) # Restore clipboard
 
-    # Restore original clipboard
-    pyperclip.copy(original_clipboard)
-
-    # Determine if copy was successful
         if copied and copied_text and copied_text != "___MCP_CLEAR___":
             print(f"Successfully copied text, length: {len(copied_text)}")
-        return copied_text.strip() # Return text with leading/trailing whitespace removed
+            return copied_text.strip()
         else:
             print("Error: Copy operation unsuccessful or clipboard content invalid.")
             return None
 
-def get_sender_name(avatar_coords):
+    def retrieve_sender_name_interaction(self, avatar_coords: Tuple[int, int]) -> Optional[str]:
         """
-    Click avatar, open profile card, click option, open user details, click copy name.
-    Uses state-based ESC cleanup logic.
+        Perform the sequence of actions to copy sender name, *without* cleanup.
+        Returns the name or None if failed.
         """
-    print(f"Attempting to get username from avatar {avatar_coords}...")
-    original_clipboard = get_clipboard_text() or ""
-    set_clipboard_text("___MCP_CLEAR___")
+        print(f"Attempting interaction to get username from avatar {avatar_coords}...")
+        original_clipboard = self.get_clipboard() or ""
+        self.set_clipboard("___MCP_CLEAR___")
         time.sleep(0.1)
-    sender_name = None # Initialize
-    success = False # Mark whether name retrieval was successful
+        sender_name = None
 
         try:
             # 1. Click avatar
-        click_at(avatar_coords[0], avatar_coords[1])
-        time.sleep(.3) # Wait for profile card to appear
+            self.click_at(avatar_coords[0], avatar_coords[1])
+            time.sleep(0.3) # Wait for profile card
 
-        # 2. Find and click option on profile card (triggers user details)
-        profile_option_locations = find_template_on_screen(PROFILE_OPTION_IMG, confidence=0.7)
+            # 2. Find and click profile option
+            profile_option_locations = self.detector._find_template('profile_option', confidence=0.7)
             if not profile_option_locations:
                 print("Error: User details option not found on profile card.")
-            # No need to raise exception here, let finally handle cleanup
-        else:
-            click_at(profile_option_locations[0][0], profile_option_locations[0][1])
+                return None # Fail early if critical step missing
+            self.click_at(profile_option_locations[0][0], profile_option_locations[0][1])
             print("Clicked user details option.")
-            time.sleep(.3) # Wait for user details window to appear
+            time.sleep(0.3) # Wait for user details window
 
-            # 3. Find and click "Copy Name" button in user details
-            copy_name_locations = find_template_on_screen(COPY_NAME_BUTTON_IMG, confidence=0.7)
+            # 3. Find and click "Copy Name" button
+            copy_name_locations = self.detector._find_template('copy_name_button', confidence=0.7)
             if not copy_name_locations:
                 print("Error: 'Copy Name' button not found in user details.")
-            else:
-                click_at(copy_name_locations[0][0], copy_name_locations[0][1])
+                return None # Fail early
+            self.click_at(copy_name_locations[0][0], copy_name_locations[0][1])
             print("Clicked 'Copy Name' button.")
-                time.sleep(0.1) # Wait for copy to complete
-                copied_name = get_clipboard_text()
+            time.sleep(0.1)
+
+            # 4. Get name from clipboard
+            copied_name = self.get_clipboard()
             if copied_name and copied_name != "___MCP_CLEAR___":
                 print(f"Successfully copied username: {copied_name}")
-                    sender_name = copied_name.strip() # Store successfully copied name
-                    success = True # Mark success
+                sender_name = copied_name.strip()
             else:
-                    print("Error: Clipboard content unchanged or empty, failed to copy username.")
+                print("Error: Clipboard content invalid after clicking copy name.")
+                sender_name = None
 
-        # Regardless of success above, return sender_name (might be None)
             return sender_name
 
         except Exception as e:
-        print(f"Error during username retrieval process: {e}")
+            print(f"Error during username retrieval interaction: {e}")
             import traceback
             traceback.print_exc()
-        return None # Return None to indicate failure
+            return None
         finally:
-        # --- State-based cleanup logic ---
-        print("Performing cleanup: Attempting to press ESC to return to chat interface based on screen state...")
-        max_esc_attempts = 4 # Increase attempt count just in case
-        returned_to_chat = False
-        for attempt in range(max_esc_attempts):
-            print(f"Cleanup attempt #{attempt + 1}/{max_esc_attempts}")
-            time.sleep(0.2) # Short wait before each attempt
+            # Restore clipboard regardless of success/failure
+            self.set_clipboard(original_clipboard)
+            # NO cleanup logic here - should be handled by coordinator
 
-            # First check if already returned to chat room
-            # Using lower confidence for state checks may be more stable
-            if find_template_on_screen(CHAT_ROOM_IMG, confidence=STATE_CONFIDENCE_THRESHOLD):
-                print("Chat room interface detected, cleanup complete.")
-                returned_to_chat = True
-                break # Already returned, exit loop
-
-            # Check if in user details page
-            elif find_template_on_screen(PROFILE_NAME_PAGE_IMG, confidence=STATE_CONFIDENCE_THRESHOLD):
-                print("User details page detected, pressing ESC...")
-                pyautogui.press('esc')
-                time.sleep(0.2) # Wait for UI response
-                continue # Continue to next loop iteration
-
-            # Check if in profile card page
-            elif find_template_on_screen(PROFILE_PAGE_IMG, confidence=STATE_CONFIDENCE_THRESHOLD):
-                print("Profile card page detected, pressing ESC...")
-                pyautogui.press('esc')
-                time.sleep(0.2) # Wait for UI response
-                continue # Continue to next loop iteration
-
-            else:
-                # Cannot identify current state
-                print("No known page state detected.")
-                if attempt < max_esc_attempts - 1:
-                     print("Trying one ESC press as fallback...")
-                     pyautogui.press('esc')
-                     time.sleep(0.2) # Wait for response
-                else:
-                     print("Maximum attempts reached, stopping cleanup.")
-                     break # Exit loop
-
-        if not returned_to_chat:
-             print("Warning: Could not confirm return to chat room interface via state detection.")
-        # --- End of new cleanup logic ---
-
-        # Ensure clipboard is restored
-        pyperclip.copy(original_clipboard)
-
-
-def paste_and_send_reply(reply_text):
-    """
-    Click chat input box, paste response, click send button or press Enter.
-    """
+    def send_chat_message(self, reply_text: str) -> bool:
+        """Paste text into chat input and send it."""
         print("Preparing to send response...")
-    # --- Corrected if statement ---
         if not reply_text:
             print("Error: Response content is empty, cannot send.")
             return False
-    # --- End correction ---
 
-    input_coords = None
-    if os.path.exists(CHAT_INPUT_IMG):
-        input_locations = find_template_on_screen(CHAT_INPUT_IMG, confidence=0.7)
+        # Find input box coordinates
+        input_coords = self.default_input_coords # Fallback
+        if self.input_template_key and self.detector.templates.get(self.input_template_key):
+            input_locations = self.detector._find_template(self.input_template_key, confidence=0.7)
             if input_locations:
                 input_coords = input_locations[0]
                 print(f"Found input box position via image: {input_coords}")
             else:
-            print("Warning: Input box not found via image, using default coordinates.")
-            input_coords = (CHAT_INPUT_CENTER_X, CHAT_INPUT_CENTER_Y)
+                print(f"Warning: Input box template '{self.input_template_key}' not found, using default coordinates.")
         else:
-        print("Warning: Input box template image doesn't exist, using default coordinates.")
-        input_coords = (CHAT_INPUT_CENTER_X, CHAT_INPUT_CENTER_Y)
+             print("Warning: Input box template key not set or image missing, using default coordinates.")
 
-    click_at(input_coords[0], input_coords[1])
+        # Click input, paste, send
+        self.click_at(input_coords[0], input_coords[1])
         time.sleep(0.3)
 
         print("Pasting response...")
-    set_clipboard_text(reply_text)
+        self.set_clipboard(reply_text)
         time.sleep(0.1)
         try:
-        pyautogui.hotkey('ctrl', 'v')
+            self.hotkey('ctrl', 'v')
             time.sleep(0.5)
             print("Pasted.")
         except Exception as e:
             print(f"Error pasting response: {e}")
             return False
 
-    send_button_locations = find_template_on_screen(SEND_BUTTON_IMG, confidence=0.7)
+        # Try clicking send button first
+        send_button_locations = self.detector._find_template(self.send_button_key, confidence=0.7)
         if send_button_locations:
             send_coords = send_button_locations[0]
-        click_at(send_coords[0], send_coords[1])
+            self.click_at(send_coords[0], send_coords[1])
             print("Clicked send button.")
             time.sleep(0.1)
             return True
         else:
+            # Fallback to pressing Enter
             print("Send button not found. Attempting to press Enter.")
             try:
-            pyautogui.press('enter')
+                self.press_key('enter')
                 print("Pressed Enter.")
                 time.sleep(0.5)
                 return True
@@ -455,51 +418,187 @@ def paste_and_send_reply(reply_text):
                 print(f"Error pressing Enter: {e_enter}")
                 return False
 
+# ==============================================================================
+# Coordinator Logic (Placeholder - To be implemented in main.py)
+# ==============================================================================
 
-# --- Main Monitoring and Triggering Logic ---
-recent_texts = collections.deque(maxlen=RECENT_TEXT_HISTORY_MAXLEN)
-last_processed_bubble_bbox = None
+# --- State-based Cleanup Function (To be called by Coordinator) ---
+def perform_state_cleanup(detector: DetectionModule, interactor: InteractionModule, max_attempts: int = 4) -> bool:
+    """
+    Attempt to return to the main chat room interface by pressing ESC based on detected state.
+    Returns True if confirmed back in chat room, False otherwise.
+    """
+    print("Performing cleanup: Attempting to press ESC to return to chat interface...")
+    returned_to_chat = False
+    for attempt in range(max_attempts):
+        print(f"Cleanup attempt #{attempt + 1}/{max_attempts}")
+        time.sleep(0.2)
 
-def monitor_chat_for_trigger(trigger_queue: queue.Queue): # Using standard queue
+        current_state = detector.get_current_ui_state()
+        print(f"Detected state: {current_state}")
+
+        if current_state == 'chat_room' or current_state == 'world_chat' or current_state == 'private_chat': # Adjust as needed
+            print("Chat room interface detected, cleanup complete.")
+            returned_to_chat = True
+            break
+        elif current_state == 'user_details' or current_state == 'profile_card':
+            print(f"{current_state.replace('_', ' ').title()} detected, pressing ESC...")
+            interactor.press_key('esc')
+            time.sleep(0.3) # Wait longer for UI response after ESC
+            continue
+        else: # Unknown state
+            print("Unknown page state detected.")
+            if attempt < max_attempts - 1:
+                 print("Trying one ESC press as fallback...")
+                 interactor.press_key('esc')
+                 time.sleep(0.3)
+            else:
+                 print("Maximum attempts reached, stopping cleanup.")
+                 break
+
+    if not returned_to_chat:
+         print("Warning: Could not confirm return to chat room interface via state detection.")
+    return returned_to_chat
+
+
+# --- UI Monitoring Loop Function (To be run in a separate thread) ---
+def run_ui_monitoring_loop(trigger_queue: queue.Queue, command_queue: queue.Queue):
     """
-    Continuously monitor chat area, look for bubbles containing keywords and put trigger info in Queue.
+    Continuously monitors the UI, detects triggers, performs interactions,
+    puts trigger data into trigger_queue, and processes commands from command_queue.
     """
-    global last_processed_bubble_bbox
-    print(f"\n--- Starting chat room monitoring (UI Thread) ---")
-    # No longer need to get loop
+    print("\n--- Starting UI Monitoring Loop (Thread) ---")
+
+    # --- Initialization (Instantiate modules within the thread) ---
+    # Load templates directly using constants defined in this file for now
+    # Consider passing config or a template loader object in the future
+    templates = {
+        'corner_tl': CORNER_TL_IMG, 'corner_br': CORNER_BR_IMG,
+        'bot_corner_tl': BOT_CORNER_TL_IMG, 'bot_corner_br': BOT_CORNER_BR_IMG,
+        'keyword_wolf_lower': KEYWORD_wolf_LOWER_IMG, 'keyword_wolf_upper': KEYWORD_Wolf_UPPER_IMG,
+        'copy_menu_item': COPY_MENU_ITEM_IMG, 'profile_option': PROFILE_OPTION_IMG,
+        'copy_name_button': COPY_NAME_BUTTON_IMG, 'send_button': SEND_BUTTON_IMG,
+        'chat_input': CHAT_INPUT_IMG, 'profile_name_page': PROFILE_NAME_PAGE_IMG,
+        'profile_page': PROFILE_PAGE_IMG, 'chat_room': CHAT_ROOM_IMG,
+        'world_chat': WORLD_CHAT_IMG, 'private_chat': PRIVATE_CHAT_IMG # Add other templates as needed
+    }
+    # Use default confidence/region settings from constants
+    detector = DetectionModule(templates, confidence=CONFIDENCE_THRESHOLD, state_confidence=STATE_CONFIDENCE_THRESHOLD, region=SCREENSHOT_REGION)
+    # Use default input coords/keys from constants
+    interactor = InteractionModule(detector, input_coords=(CHAT_INPUT_CENTER_X, CHAT_INPUT_CENTER_Y), input_template_key='chat_input', send_button_key='send_button')
+
+    # --- State Management (Local to this monitoring thread) ---
+    last_processed_bubble_bbox = None
+    recent_texts = collections.deque(maxlen=RECENT_TEXT_HISTORY_MAXLEN) # Context-specific history needed
 
     while True:
+        # --- Process Commands First (Non-blocking) ---
         try:
-            all_bubbles_with_type = find_dialogue_bubbles()
-            if not all_bubbles_with_type: time.sleep(2); continue
-            other_bubbles_bboxes = [bbox for bbox, is_bot in all_bubbles_with_type if not is_bot]
-            if not other_bubbles_bboxes: time.sleep(2); continue
-            target_bubble = max(other_bubbles_bboxes, key=lambda b: b[3])
-            if are_bboxes_similar(target_bubble, last_processed_bubble_bbox): time.sleep(2); continue
+            command_data = command_queue.get_nowait() # Check for commands without blocking
+            action = command_data.get('action')
+            if action == 'send_reply':
+                text_to_send = command_data.get('text')
+                if text_to_send:
+                    print(f"UI Thread: Received command to send reply: '{text_to_send[:50]}...'")
+                    interactor.send_chat_message(text_to_send)
+                else:
+                    print("UI Thread: Received send_reply command with no text.")
+            else:
+                print(f"UI Thread: Received unknown command: {action}")
+        except queue.Empty:
+            pass # No command waiting, continue with monitoring
+        except Exception as cmd_err:
+            print(f"UI Thread: Error processing command queue: {cmd_err}")
+
+        # --- Then Perform UI Monitoring ---
+        try:
+            # 1. Detect Bubbles
+            all_bubbles = detector.find_dialogue_bubbles()
+            if not all_bubbles: time.sleep(2); continue
+
+            # Filter out bot bubbles, find newest non-bot bubble (example logic)
+            other_bubbles = [bbox for bbox, is_bot in all_bubbles if not is_bot]
+            if not other_bubbles: time.sleep(2); continue
+            # Simple logic: assume lowest bubble is newest (might need improvement)
+            target_bubble = max(other_bubbles, key=lambda b: b[3]) # b[3] is y_max
+
+            # 2. Check for Duplicates (Position & Content)
+            if are_bboxes_similar(target_bubble, last_processed_bubble_bbox):
+                time.sleep(2); continue
+
+            # 3. Detect Keyword in Bubble
+            bubble_region = (target_bubble[0], target_bubble[1], target_bubble[2]-target_bubble[0], target_bubble[3]-target_bubble[1])
+            keyword_coords = detector.find_keyword_in_region(bubble_region)
 
-            keyword_coords = find_keyword_in_bubble(target_bubble)
             if keyword_coords:
                 print(f"\n!!! Keyword detected in bubble {target_bubble} !!!")
-                bubble_text = get_bubble_text(keyword_coords) # Using corrected version
-                if not bubble_text: print("Error: Could not get dialogue content."); last_processed_bubble_bbox = target_bubble; continue
-                if bubble_text in recent_texts: print(f"Content '{bubble_text[:30]}...' in recent history, skipping."); last_processed_bubble_bbox = target_bubble; continue
 
-                print(">>> New trigger event <<<"); last_processed_bubble_bbox = target_bubble; recent_texts.append(bubble_text)
-                avatar_coords = find_avatar_for_bubble(target_bubble)
-                sender_name = get_sender_name(avatar_coords) # Using version with state cleanup
-                if not sender_name: print("Error: Could not get sender name, aborting processing."); continue
+                # 4. Interact: Get Bubble Text
+                bubble_text = interactor.copy_text_at(keyword_coords)
+                if not bubble_text:
+                    print("Error: Could not get dialogue content.")
+                    last_processed_bubble_bbox = target_bubble # Mark as processed even if failed
+                    perform_state_cleanup(detector, interactor) # Attempt cleanup after failed copy
+                    continue
 
-                print("\n>>> Putting trigger info in Queue <<<"); print(f"   Sender: {sender_name}"); print(f"   Content: {bubble_text[:100]}...")
+                # Check recent text history (needs context awareness)
+                if bubble_text in recent_texts:
+                    print(f"Content '{bubble_text[:30]}...' in recent history, skipping.")
+                    last_processed_bubble_bbox = target_bubble
+                    continue
+
+                print(">>> New trigger event <<<")
+                last_processed_bubble_bbox = target_bubble
+                recent_texts.append(bubble_text)
+
+                # 5. Interact: Get Sender Name
+                avatar_coords = detector.calculate_avatar_coords(target_bubble)
+                sender_name = interactor.retrieve_sender_name_interaction(avatar_coords)
+
+                # 6. Perform Cleanup (Crucial after potentially leaving chat screen)
+                cleanup_successful = perform_state_cleanup(detector, interactor)
+                if not cleanup_successful:
+                    print("Error: Failed to return to chat screen after getting name. Aborting trigger.")
+                    continue # Skip putting in queue if cleanup failed
+
+                if not sender_name:
+                    print("Error: Could not get sender name, aborting processing.")
+                    continue # Already cleaned up, just skip
+
+                # 7. Send Trigger Info to Main Thread/Async Loop
+                print("\n>>> Putting trigger info in Queue <<<")
+                print(f"   Sender: {sender_name}")
+                print(f"   Content: {bubble_text[:100]}...")
                 try:
-                    # --- Using queue.put (synchronous) ---
                     data_to_send = {'sender': sender_name, 'text': bubble_text}
-                    trigger_queue.put(data_to_send) # Directly put into standard Queue
+                    trigger_queue.put(data_to_send) # Put in the queue for main loop
                     print("Trigger info placed in Queue.")
-                except Exception as q_err: print(f"Error putting data in Queue: {q_err}")
-                print("--- Single trigger processing complete ---"); time.sleep(1)
-            time.sleep(1.5)
-        except KeyboardInterrupt: print("\nMonitoring interrupted."); break
-        except Exception as e: print(f"Unknown error in monitoring loop: {e}"); import traceback; traceback.print_exc(); print("Waiting 5 seconds before retry..."); time.sleep(5)
+                except Exception as q_err:
+                    print(f"Error putting data in Queue: {q_err}")
 
-# if __name__ == '__main__': # Keep commented, typically called from main.py
+                print("--- Single trigger processing complete ---")
+                time.sleep(1) # Pause after successful trigger
+
+            time.sleep(1.5) # Polling interval
+
+        except KeyboardInterrupt:
+            print("\nMonitoring interrupted.")
+            break
+        except Exception as e:
+            print(f"Unknown error in monitoring loop: {e}")
+            import traceback
+            traceback.print_exc()
+            # Attempt cleanup in case of unexpected error during interaction
+            print("Attempting cleanup after unexpected error...")
+            perform_state_cleanup(detector, interactor)
+            print("Waiting 5 seconds before retry...")
+            time.sleep(5)
+
+# Note: The old monitor_chat_for_trigger function is replaced by the example_coordinator_loop.
+# The actual UI monitoring thread started in main.py should call a function like this example loop.
+# The main async loop in main.py will handle getting items from the queue and interacting with the LLM.
+
+# if __name__ == '__main__':
+#     # This module is not meant to be run directly after refactoring.
+#     # Initialization and coordination happen in main.py.
 #     pass