diff --git a/desktop_env/evaluators/getters/__init__.py b/desktop_env/evaluators/getters/__init__.py
index a035e27..26bf0d9 100644
--- a/desktop_env/evaluators/getters/__init__.py
+++ b/desktop_env/evaluators/getters/__init__.py
@@ -25,7 +25,8 @@ from .chrome import (
     get_url_dashPart,
     get_active_url_from_accessTree,
     get_find_installed_extension_name,
-    get_info_from_website
+    get_info_from_website,
+    get_url_path_parse
 )
 from .file import get_cloud_file, get_vm_file, get_cache_file, get_content_from_vm_file
 from .general import get_vm_command_line, get_vm_terminal_output, get_vm_command_error
diff --git a/desktop_env/evaluators/getters/chrome.py b/desktop_env/evaluators/getters/chrome.py
index 602aec5..02a9d99 100644
--- a/desktop_env/evaluators/getters/chrome.py
+++ b/desktop_env/evaluators/getters/chrome.py
@@ -1200,6 +1200,32 @@ def get_active_tab_html_parse(env, config: Dict[str, Any]):
             elements = target_page.query_selector_all(selector)
             return [element.text_content().strip() for element in elements if element]
 
+        def safely_get_direct_text_nodes_playwright(selector):
+            """
+            Extract all direct text node contents under the specified selector element (excluding text inside child div, span, etc.).
+            Returns a list of lists, each sublist contains the direct text nodes of one element.
+            Suitable for structures like: <div>SEA<div class="aura-separator"></div>NYC</div>
+            """
+            elements = target_page.query_selector_all(selector)
+            results = []
+            for element in elements:
+                texts = element.evaluate('''
+                    (node) => Array.from(node.childNodes)
+                        .filter(n => n.nodeType === Node.TEXT_NODE)
+                        .map(n => n.textContent.trim())
+                        .filter(Boolean)
+                ''')
+                results.append(texts)
+            return results[0]
+        
+        def safely_get_direct_li_playwright(selector):
+            elements = target_page.query_selector_all(selector + " li.catAllProducts")
+            return [element.query_selector('span').inner_text().strip() for element in elements if element.query_selector('span')]
+
+        def safely_get_only_child_text_content(selector):
+            elements = target_page.query_selector_all(selector)
+            return [element.query_selector('h3').text_content().strip() for element in elements if element.query_selector('h3')]
+
         if config["category"] == "class":
             class_multiObject = config.get("class_multiObject", {})
             for class_name, object_dict in class_multiObject.items():
@@ -1208,6 +1234,41 @@ def get_active_tab_html_parse(env, config: Dict[str, Any]):
                     index = int(order_key)
                     if len(elements_texts) > index:
                         return_json[key] = elements_texts[index]
+                        
+            class_multiObject_child = config.get("class_multiObject_child", {})
+            for class_name, object_dict in class_multiObject_child.items():
+                elements_texts = safely_get_direct_text_nodes_playwright("." + class_name)
+                for order_key, key in object_dict.items():
+                    index = int(order_key)
+                    if len(elements_texts) > index:
+                        return_json[key] = elements_texts[index]
+            
+            class_multiObject_only_child = config.get("class_multiObject_only_child", {})
+            for class_name, object_dict in class_multiObject_only_child.items():
+                elements_texts = safely_get_only_child_text_content("." + class_name)
+                for order_key, key in object_dict.items():
+                    index = int(order_key)
+                    if len(elements_texts) > index:
+                        return_json[key] = elements_texts[index]
+
+            class_multiObject_search_exist = config.get("class_multiObject_search_exist", {})
+            for class_name, object_list in class_multiObject_search_exist.items():
+                elements_texts = safely_get_text_content("." + class_name)
+                for each_object in object_list:
+                    if each_object == "is_other_exist":
+                        continue
+                    if each_object in elements_texts:
+                        return_json[each_object] = True
+                    else:
+                        return_json[each_object] = False
+                if "is_other_exist" in object_list:
+                    for each_element in elements_texts:
+                        if each_element not in object_list:
+                            return_json["is_other_exist"] = True
+                            break
+                    if "is_other_exist" not in return_json.keys():
+                        return_json["is_other_exist"] = False
+                
 
             class_singleObject = config.get("class_singleObject", {})
             for class_name, key in class_singleObject.items():
@@ -1236,6 +1297,55 @@ def get_active_tab_html_parse(env, config: Dict[str, Any]):
                 inputs = target_page.locator(f"xpath={xpath}")
                 if inputs.count() > 0:
                     return_json[key] = inputs.first.input_value().strip()
+        
+        elif config["category"] == "class&url":
+            class_multiObject = config.get("class_multiObject", {})
+            for class_name, object_list in class_multiObject.items():
+                elements_texts = safely_get_text_content("." + class_name)
+                for each_key in object_list:
+                    if any(each_key.lower() == text.lower() for text in elements_texts):
+                        return_json[each_key.lower()] = True
+
+                for each_key in elements_texts:
+                    # each_key.lower() not in object_list.lower():
+                    if all(each_key.lower() not in item.lower() for item in object_list):
+                        return_json["is_other_exist"] = True
+                        break
+                if "is_other_exist" not in return_json.keys():
+                    return_json["is_other_exist"] = False
+            
+            class_multiObject_li = config.get("class_multiObject_li", {})
+            for class_name, object_list in class_multiObject_li.items():
+                elements_texts = safely_get_direct_li_playwright("." + class_name)
+                for each_key in object_list:
+                    if any(each_key.lower() == text.lower() for text in elements_texts):
+                        return_json[each_key.lower()] = True
+                
+                for each_key in elements_texts:
+                    # each_key.lower() not in object_list.lower():
+                    if all(each_key.lower() not in item.lower() for item in object_list):
+                        return_json["is_other_exist"] = True
+                        break
+                if "is_other_exist" not in return_json.keys():
+                    return_json["is_other_exist"] = False
+
+            url_include_expected = config.get("url_include_expected", [])
+            for key in url_include_expected:
+                if key.lower() in target_page.url.lower():
+                    if key.lower() not in return_json.keys():
+                        return_json[key.lower()] = True
+                else:
+                    if key.lower() not in return_json.keys():
+                        return_json[key.lower()] = False
+            
+            url_include_expected_multichoice = config.get("url_include_expected_multichoice", {})
+            for key, value in url_include_expected_multichoice.items():
+                if key.lower() in target_page.url.lower():
+                    if value.lower() not in return_json.keys():
+                        return_json[value.lower()] = True
+                else:
+                    if value.lower() not in return_json.keys():
+                        return_json[value.lower()] = False
 
         browser.close()
     return return_json
@@ -1274,13 +1384,14 @@ def get_gotoRecreationPage_and_get_html_content(env, config: Dict[str, Any]):
             browser = p.chromium.connect_over_cdp(remote_debugging_url)
         page = browser.new_page()
         page.goto("https://www.recreation.gov/")
-        page.fill("input#hero-search-input", "Albion Basin")
+        page.fill("input#hero-search-input", "Diamond")
         page.click("button.nav-search-button")
         print("after first click")
-        time.sleep(2)
+        time.sleep(10)
         # Assuming .search-result-highlight--success leads to a new page or requires page load
         with page.expect_popup() as popup_info:
             page.click(".search-result-highlight--success")
+        time.sleep(30)
         print("after second click")
         newpage = popup_info.value
         newpage.wait_for_load_state()
@@ -1362,3 +1473,57 @@ def get_url_dashPart(env, config: Dict[str, str]):
         return dash_part
     elif config["returnType"] == "json":
         return {config["key"]: dash_part}
+
+
+def get_url_path_parse(env, config: Dict[str, str]):
+    """
+    Parse Macy's product url path, extract:
+    - mens_clothing: true if 'mens-clothing' in path, else None
+    - t_shirts: true if any key 'Top_style' or 'Product_department' value is 'T-shirts', else None
+    - Men_regular_size_t, Price_discount_range (as list), Sleeve_length: as before, None if not found
+    All fields are None if not found for robustness.
+    """
+    from urllib.parse import urlparse, unquote
+    result = {}
+    # 1. Parse URL
+    active_tab_url = get_active_url_from_accessTree(env, config)
+    if active_tab_url is None:
+        return None
+    parsed = urlparse(active_tab_url)
+    path = unquote(parsed.path)
+    result = {}
+    # mens_clothing
+    result['mens_clothing'] = True if 'mens-clothing' in path else None
+    # key-value
+    path_parts = path.strip('/').split('/')
+    key_value_json = {}
+    tshirts_flag = False
+    if "mens-t-shirts" in path:
+        tshirts_flag = True
+    for i in range(len(path_parts)-1):
+        if ',' in path_parts[i] and ',' in path_parts[i+1]:
+            keys = [k.strip() for k in path_parts[i].split(',')]
+            values = [v.strip() for v in path_parts[i+1].split(',')]
+            for k, v in zip(keys, values):
+                if k == "Price_discount_range":
+                    key_value_json[k] = [item.strip() for item in v.split('|')] if v else None
+                else:
+                    key_value_json[k] = v if v else None
+                if (k == 'Top_style' or k == 'Product_department') and (v == 'T-shirts' or v == 'T-Shirts' or v == 'T-Shirt'):
+                    tshirts_flag = True
+            break
+    for field in ['Men_regular_size_t', 'Price_discount_range', 'Sleeve_length']:
+        if field not in key_value_json:
+            key_value_json[field] = None
+    result['t_shirts'] = tshirts_flag if tshirts_flag else None
+    # parse_keys
+    for key in config["parse_keys"]:
+        if key in key_value_json:
+            if key == "Price_discount_range":
+                if '50_PERCENT_ off & more' in key_value_json[key] and not '30_PERCENT_ off & more' in key_value_json[key] and not '20_PERCENT_ off & more' in key_value_json[key]:
+                    result[key] = '50_PERCENT_ off & more'
+                else:
+                    result[key] = 'not_50_PERCENT_ off & more'
+            else:
+                result[key] = key_value_json[key]
+    return result
diff --git a/desktop_env/evaluators/getters/misc.py b/desktop_env/evaluators/getters/misc.py
index 8862438..8b7f81e 100644
--- a/desktop_env/evaluators/getters/misc.py
+++ b/desktop_env/evaluators/getters/misc.py
@@ -71,7 +71,10 @@ relativeTime_to_IntDay = {
     "this Sunday": "special",
     "next Monday": "special",
     "next Friday": "special",
-    "first monday four months later": "special"
+    "first monday four months later": "special",
+    "first monday eight months later": "special",
+    "next Monday split": "special",
+    "next Friday split": "special"
 }
 
 def get_rule(env, config: Dict[str, R]) -> R:
@@ -125,6 +128,12 @@ def get_rule_relativeTime(env, config: Dict[str, R]) -> R:
                 # get the first monday of the next_month
                 temp_date = datetime(next_year, next_month, 1)
                 absoluteDay = temp_date + timedelta(days=((6-temp_date.weekday())+1)%7)
+            elif start_relative_time == "first monday eight months later":
+                next_year = now.year + 1 if now.month >= 5 else now.year
+                next_month = (now.month + 8)%12
+                # get the first monday of the next_month
+                temp_date = datetime(next_year, next_month, 1)
+                absoluteDay = temp_date + timedelta(days=((6-temp_date.weekday())+1)%7)
         regular_time = apply_rules_to_timeFormat(relativeRules["expected"]["time"], absoluteDay)
         config["rules"]["expected"]["time"] = regular_time
 
@@ -144,12 +153,20 @@ def get_rule_relativeTime(env, config: Dict[str, R]) -> R:
                 next_month = now.month + 1 if now.month < 12 else 1
                 next_day = 10
                 from_absoluteDay = datetime(next_year, next_month, next_day)
-            elif from_time == "next Monday":
+            elif from_time == "next Monday" or from_time == "next Monday split":
                from_absoluteDay = now + timedelta(days=((6-now.weekday())+1)) 
             else:
                 pass # more rules here
-        regular_from_time = apply_rules_to_timeFormat(relativeRules["expected"]["from"], from_absoluteDay)
-        config["rules"]["expected"]["from"] = regular_from_time
+        if from_time == "next Monday split":
+            puday = apply_rules_to_timeFormat(relativeRules["expected"]["puDay"], from_absoluteDay)
+            config["rules"]["expected"]["puDay"] = puday
+            pumonth = apply_rules_to_timeFormat(relativeRules["expected"]["puMonth"], from_absoluteDay)
+            config["rules"]["expected"]["puMonth"] = pumonth
+            puyear = apply_rules_to_timeFormat(relativeRules["expected"]["puYear"], from_absoluteDay)
+            config["rules"]["expected"]["puYear"] = puyear
+        else:
+            regular_from_time = apply_rules_to_timeFormat(relativeRules["expected"]["from"], from_absoluteDay)
+            config["rules"]["expected"]["from"] = regular_from_time
 
         # deal with to_time
         if relativeTime_to_IntDay[to_time] != "special":
@@ -164,15 +181,23 @@ def get_rule_relativeTime(env, config: Dict[str, R]) -> R:
                 next_month = now.month + 1 if now.month < 12 else 1
                 next_day = 11
                 to_absoluteDay = datetime(next_year, next_month, next_day)
-            elif to_time == "next Friday":
+            elif to_time == "next Friday" or to_time == "next Friday split":
                 if now.weekday() < 4 and from_time in ["next Monday"]:
                     to_absoluteDay = now + timedelta(days=((4-now.weekday())+7))
                 else:
                     to_absoluteDay = now + timedelta(days=((4-now.weekday()) if now.weekday() < 4 else (6-now.weekday()) + 5))
             else:
                 pass # more rules here
-        regular_to_time = apply_rules_to_timeFormat(relativeRules["expected"]["to"], to_absoluteDay)
-        config["rules"]["expected"]["to"] = regular_to_time
+        if to_time == "next Friday split":
+            to_day = apply_rules_to_timeFormat(relativeRules["expected"]["doDay"], to_absoluteDay)
+            config["rules"]["expected"]["doDay"] = to_day
+            to_month = apply_rules_to_timeFormat(relativeRules["expected"]["doMonth"], to_absoluteDay)
+            config["rules"]["expected"]["doMonth"] = to_month
+            to_year = apply_rules_to_timeFormat(relativeRules["expected"]["doYear"], to_absoluteDay)
+            config["rules"]["expected"]["doYear"] = to_year
+        else:
+            regular_to_time = apply_rules_to_timeFormat(relativeRules["expected"]["to"], to_absoluteDay)
+            config["rules"]["expected"]["to"] = regular_to_time
             
     return config["rules"]
 
@@ -186,6 +211,7 @@ def apply_rules_to_timeFormat(timeFormat: str, absoluteDay: datetime):
     timeFormat = timeFormat.replace("{month}", month_mapping_full[absoluteDay.month], 1)
     timeFormat = timeFormat.replace("{MonthFull}", Month_Mapping_Full[absoluteDay.month], 1)
     timeFormat = timeFormat.replace("{Day0D}", "0"+str(absoluteDay.day) if absoluteDay.day < 10 else str(absoluteDay.day), 1)
+    timeFormat = timeFormat.replace("{MonthD}", str(absoluteDay.month), 1)
     # you can add other replace rules here
 
     return timeFormat
diff --git a/desktop_env/evaluators/metrics/__init__.py b/desktop_env/evaluators/metrics/__init__.py
index 19a450d..c628206 100644
--- a/desktop_env/evaluators/metrics/__init__.py
+++ b/desktop_env/evaluators/metrics/__init__.py
@@ -21,7 +21,8 @@ from .chrome import (
     is_expected_url_pattern_match,
     is_added_to_steam_cart,
     is_expected_installed_extensions,
-    compare_pdf_images
+    compare_pdf_images,
+    is_expected_active_tab_approximate
 )
 from .docs import (
     compare_font_names,
diff --git a/desktop_env/evaluators/metrics/chrome.py b/desktop_env/evaluators/metrics/chrome.py
index cc12e29..8b04d31 100644
--- a/desktop_env/evaluators/metrics/chrome.py
+++ b/desktop_env/evaluators/metrics/chrome.py
@@ -36,6 +36,34 @@ def is_expected_active_tab(active_tab_info: Dict[str, str], rule: Dict[str, Any]
         return 0
 
 
+def is_expected_active_tab_approximate(active_tab_info: Dict[str, str], rule: Dict[str, Any]) -> float:
+    """
+    Checks if the expected active tab is open in Chrome, ignoring query parameters in the URL.
+    """
+    if not active_tab_info:
+        return 0.
+
+    match_type = rule['type']
+
+    if match_type == "url":
+        expected_url = rule['url']
+        if isinstance(active_tab_info, Dict):
+            actual_url = active_tab_info.get('url', None)
+        else:
+            actual_url = active_tab_info
+        from urllib.parse import urlparse, urlunparse
+        def strip_query(url):
+            parsed = urlparse(url)
+            return urlunparse(parsed._replace(query=""))
+        if strip_query(expected_url) == strip_query(actual_url):
+            return 1
+        else:
+            return 0
+    else:
+        logger.error(f"Unknown type: {match_type}")
+        return 0
+
+
 # rules[expected] is a string-formatted regex
 def is_expected_url_pattern_match(result, rules) -> float:
     """
@@ -335,7 +363,12 @@ def is_shortcut_on_desktop(shortcuts: Dict[str, str], rule):
         for shortcut_path, shortcut_content in shortcuts.items():
             if "Name=" + rule['name'] + "\n" in shortcut_content:
                 return 1.
-        return 0.
+        return 0.0
+    elif rule['type'] == 'exec':
+        for shortcut_path, shortcut_content in shortcuts.items():
+            if "Exec=" + rule['exec'] + "\n" in shortcut_content:
+                return 1.
+        return 0.0
     elif rule['type'] == 'url':
         raise TypeError(f"{rule['type']} not support yet!")
     elif rule['type'] == 'id':
diff --git a/desktop_env/providers/aws/manager.py b/desktop_env/providers/aws/manager.py
index 6e6dafb..70e78ed 100644
--- a/desktop_env/providers/aws/manager.py
+++ b/desktop_env/providers/aws/manager.py
@@ -33,7 +33,7 @@ DEFAULT_REGION = "us-east-1"
 # todo: public the AMI images
 # ami-05e7d7bd279ea4f14
 IMAGE_ID_MAP = {
-    "us-east-1": "ami-00674d875de9addc1",
+    "us-east-1": "ami-03a22c6e501415fb1",
     "ap-east-1": "ami-0c092a5b8be4116f5",
 }
 
diff --git a/evaluation_examples/examples/chrome/12086550-11c0-466b-b367-1d9e75b3910e.json b/evaluation_examples/examples/chrome/12086550-11c0-466b-b367-1d9e75b3910e.json
index 0f168e1..2ab898b 100644
--- a/evaluation_examples/examples/chrome/12086550-11c0-466b-b367-1d9e75b3910e.json
+++ b/evaluation_examples/examples/chrome/12086550-11c0-466b-b367-1d9e75b3910e.json
@@ -29,7 +29,7 @@
     "chrome"
   ],
   "evaluator": {
-    "func": "is_expected_active_tab",
+    "func": "is_expected_active_tab_approximate",
     "result": {
       "type": "active_url_from_accessTree",
       "goto_prefix": ""
diff --git a/evaluation_examples/examples/chrome/1704f00f-79e6-43a7-961b-cedd3724d5fd.json b/evaluation_examples/examples/chrome/1704f00f-79e6-43a7-961b-cedd3724d5fd.json
index f486e25..ea61155 100644
--- a/evaluation_examples/examples/chrome/1704f00f-79e6-43a7-961b-cedd3724d5fd.json
+++ b/evaluation_examples/examples/chrome/1704f00f-79e6-43a7-961b-cedd3724d5fd.json
@@ -59,13 +59,16 @@
         ]
       },
       {
-        "type": "active_tab_html_parse",
+        "type": "active_tab_url_parse",
         "goto_prefix": "https://www.",
-        "category": "xpath",
-        "xpathObject": {
-          "/html/body/main/div/div/div/section/div/div/div/div[1]/div[1]/p": "from",
-          "/html/body/main/div/div/div/section/div/div/div/div[1]/div[3]/p": "to"
-        }
+        "parse_keys": [
+          "puDay",
+          "puMonth",
+          "puYear",
+          "doDay",
+          "doMonth",
+          "doYear"
+        ]
       }
     ],
     "expected": [
@@ -77,6 +80,7 @@
             "dropLocationName": "Zürich",
             "filterCriteria_carCategory": "large",
             "filterCriteria_sortBy": "PRICE"
+
           }
         }
       },
@@ -84,12 +88,16 @@
         "type": "rule_relativeTime",
         "rules": {
           "relativeTime": {
-            "from": "next Monday",
-            "to": "next Friday"
+            "from": "next Monday split",
+            "to": "next Friday split"
           },
           "expected": {
-            "from": "{DoW}, {DayD} {Month} {Year}, 10:00",
-            "to": "{DoW}, {DayD} {Month} {Year}, 10:00"
+            "puDay": "{DayD}",
+            "puMonth": "{MonthD}",
+            "puYear": "{Year}",
+            "doDay": "{DayD}",
+            "doMonth": "{MonthD}",
+            "doYear":"{Year}"
           }
         }
       }
diff --git a/evaluation_examples/examples/chrome/2888b4e6-5b47-4b57-8bf5-c73827890774.json b/evaluation_examples/examples/chrome/2888b4e6-5b47-4b57-8bf5-c73827890774.json
index ad7842e..b33b9dd 100644
--- a/evaluation_examples/examples/chrome/2888b4e6-5b47-4b57-8bf5-c73827890774.json
+++ b/evaluation_examples/examples/chrome/2888b4e6-5b47-4b57-8bf5-c73827890774.json
@@ -43,18 +43,28 @@
     "chrome"
   ],
   "evaluator": {
-    "func": "exact_match",
+    "func": "check_direct_json_object",
     "result": {
-      "type": "url_dashPart",
+      "type": "url_path_parse",
       "goto_prefix": "https://www.",
-      "partIndex": -1,
-      "needDeleteId": true,
-      "returnType": "string"
+      "parse_keys": [
+        "mens_clothing",
+        "t_shirts",
+        "Men_regular_size_t",
+        "Price_discount_range",
+        "Sleeve_length"
+      ]
     },
     "expected": {
       "type": "rule",
       "rules": {
-        "expected": "Stripe,Men,L,Short%20Sleeve,Sales%20%26%20Discounts"
+        "expected": {
+          "mens_clothing": true,
+          "t_shirts": true,
+          "Men_regular_size_t": "L",
+          "Price_discount_range": "50_PERCENT_ off & more",
+          "Sleeve_length": "Short Sleeve"
+        }
       }
     }
   },
diff --git a/evaluation_examples/examples/chrome/35253b65-1c19-4304-8aa4-6884b8218fc0.json b/evaluation_examples/examples/chrome/35253b65-1c19-4304-8aa4-6884b8218fc0.json
index b549f24..79dd4f4 100644
--- a/evaluation_examples/examples/chrome/35253b65-1c19-4304-8aa4-6884b8218fc0.json
+++ b/evaluation_examples/examples/chrome/35253b65-1c19-4304-8aa4-6884b8218fc0.json
@@ -44,8 +44,8 @@
     "expected": {
       "type": "rule",
       "rules": {
-        "type": "name",
-        "name": "Play Puzzle Game 2048"
+        "type": "exec",
+        "exec": "/opt/google/chrome/google-chrome --profile-directory=Default --app-id=poahllcmmahlafplfhgjomkjmeblpapf"
       }
     }
   },
diff --git a/evaluation_examples/examples/chrome/6c4c23a1-42a4-43cc-9db1-2f86ff3738cc.json b/evaluation_examples/examples/chrome/6c4c23a1-42a4-43cc-9db1-2f86ff3738cc.json
index 6133680..d63ec3f 100644
--- a/evaluation_examples/examples/chrome/6c4c23a1-42a4-43cc-9db1-2f86ff3738cc.json
+++ b/evaluation_examples/examples/chrome/6c4c23a1-42a4-43cc-9db1-2f86ff3738cc.json
@@ -49,11 +49,11 @@
       "goto_prefix": "https://www.",
       "category": "class",
       "class_singleObject": {
-        "search-date": "time",
-        "price-in-tabs__nav--selected": "category"
+        "mach-flight-context-info__wrapper--date": "time",
+        "mach-global-tabs-small__wrapper__tab--active": "category"
       },
-      "class_multiObject": {
-        "search-segment-cities__city": {
+      "class_multiObject_child": {
+        "mach-flight-context-info__wrapper__info--separator": {
           "0": "start",
           "1": "end"
         }
@@ -68,7 +68,7 @@
         "expected": {
           "start": "SEA",
           "end": "NYC",
-          "time": "{DoW}, {Month} {DayD}, {Year}",
+          "time": "{DoW}, {Month} {Day0D}, {Year}",
           "category": "Miles"
         }
       }
diff --git a/evaluation_examples/examples/chrome/7f52cab9-535c-4835-ac8c-391ee64dc930.json b/evaluation_examples/examples/chrome/7f52cab9-535c-4835-ac8c-391ee64dc930.json
index 5f1288c..d2fe638 100644
--- a/evaluation_examples/examples/chrome/7f52cab9-535c-4835-ac8c-391ee64dc930.json
+++ b/evaluation_examples/examples/chrome/7f52cab9-535c-4835-ac8c-391ee64dc930.json
@@ -43,24 +43,52 @@
     "chrome"
   ],
   "evaluator": {
-    "func": "check_direct_json_object",
-    "result": {
-      "type": "active_tab_url_parse",
-      "goto_prefix": "https://www.",
-      "parse_keys": [
-        "q",
-        "tbs"
-      ]
-    },
-    "expected": {
-      "type": "rule",
-      "rules": {
-        "expected": {
-          "q": "drip coffee maker",
-          "tbs": "mr:1,price:1,ppr_min:25,ppr_max:60,sales:1,pdtr0:1825161|1825162"
+    "func": [
+      "check_direct_json_object",
+      "check_direct_json_object"
+    ],
+    "result": [
+      {
+        "type": "active_tab_url_parse",
+        "goto_prefix": "https://www.",
+        "parse_keys": [
+          "q"
+        ]
+      },
+      {
+        "type": "active_tab_html_parse",
+        "goto_prefix": "https://www.",
+        "category": "class",
+        "class_multiObject_search_exist": {
+          "fT28tf":[
+            "Black",
+            "$25 - $60",
+            "is_other_exist"
+          ]
         }
       }
-    }
+    ],
+    "expected": [
+      {
+        "type": "rule",
+        "rules": {
+          "expected": {
+            "q": "drip coffee maker"
+          },
+          "expect_in_result": true
+        }
+      },
+      {
+        "type": "rule",
+        "rules": {
+          "expected": {
+            "Black": true,
+            "$25 - $60": true,
+            "is_other_exist": false
+          }
+        }
+      }
+    ]
   },
   "proxy": true
 }
\ No newline at end of file
diff --git a/evaluation_examples/examples/chrome/9f3f70fc-5afc-4958-a7b7-3bb4fcb01805.json b/evaluation_examples/examples/chrome/9f3f70fc-5afc-4958-a7b7-3bb4fcb01805.json
index 2fd8b0d..37443ae 100644
--- a/evaluation_examples/examples/chrome/9f3f70fc-5afc-4958-a7b7-3bb4fcb01805.json
+++ b/evaluation_examples/examples/chrome/9f3f70fc-5afc-4958-a7b7-3bb4fcb01805.json
@@ -43,41 +43,37 @@
     "chrome"
   ],
   "evaluator": {
-    "func": [
-      "is_expected_url_pattern_match",
-      "check_direct_json_object"
-    ],
-    "conj": "and",
-    "result": [
-      {
-        "type": "active_tab_info"
+    "func": "check_direct_json_object",
+    "result": {
+      "type": "active_tab_html_parse",
+      "category": "class&url",
+      "class_multiObject": {
+        "filter-selector-link": [
+          "over $60",
+          "women",
+          "jerseys",
+          "nike"
+        ]
       },
-      {
-        "type": "active_tab_html_parse",
-        "category": "xpath",
-        "xpathObject": {
-          "/html/body/div[2]/div/div[6]/div[2]/div[2]/div/div[1]/div[4]/ul/li[2]": "money"
+      "url_include_expected": [
+        "over $60",
+        "women",
+        "jerseys",
+        "nike"
+      ]
+    },
+    "expected": {
+      "type": "rule",
+      "rules": {
+        "expected": {
+          "over $60": true,
+          "women": true,
+          "jerseys": true,
+          "nike": true,
+          "is_other_exist": false
         }
       }
-    ],
-    "expected": [
-      {
-        "type": "rule",
-        "rules": {
-          "expected": [
-            "/women-jerseys/"
-          ]
-        }
-      },
-      {
-        "type": "rule",
-        "rules": {
-          "expected": {
-            "money": "over $60"
-          }
-        }
-      }
-    ]
+    }
   },
   "proxy": true
 }
\ No newline at end of file
diff --git a/evaluation_examples/examples/chrome/b4f95342-463e-4179-8c3f-193cd7241fb2.json b/evaluation_examples/examples/chrome/b4f95342-463e-4179-8c3f-193cd7241fb2.json
index 4c2fd05..6652ab7 100644
--- a/evaluation_examples/examples/chrome/b4f95342-463e-4179-8c3f-193cd7241fb2.json
+++ b/evaluation_examples/examples/chrome/b4f95342-463e-4179-8c3f-193cd7241fb2.json
@@ -1,7 +1,7 @@
 {
   "id": "b4f95342-463e-4179-8c3f-193cd7241fb2",
   "snapshot": "chrome",
-  "instruction": "Find the next available date for Albion Basin.",
+  "instruction": "Find the next available date for Diamond.",
   "source": "test_task_1",
   "config": [
     {
diff --git a/evaluation_examples/examples/chrome/c1fa57f3-c3db-4596-8f09-020701085416.json b/evaluation_examples/examples/chrome/c1fa57f3-c3db-4596-8f09-020701085416.json
index e20905f..f12ddf0 100644
--- a/evaluation_examples/examples/chrome/c1fa57f3-c3db-4596-8f09-020701085416.json
+++ b/evaluation_examples/examples/chrome/c1fa57f3-c3db-4596-8f09-020701085416.json
@@ -1,7 +1,7 @@
 {
   "id": "c1fa57f3-c3db-4596-8f09-020701085416",
   "snapshot": "chrome",
-  "instruction": "Open the baggage fee calculator.",
+  "instruction": "Open the baggage fee calculator in United Airlines website.",
   "source": "test_task_1",
   "config": [
     {
@@ -62,7 +62,7 @@
       "type": "rule",
       "rules": {
         "expected": [
-          "checked-bag-fee-calculator"
+          "united.com/en/us/checked-bag-fee-calculator"
         ]
       }
     }
diff --git a/evaluation_examples/examples/chrome/cabb3bae-cccb-41bd-9f5d-0f3a9fecd825.json b/evaluation_examples/examples/chrome/cabb3bae-cccb-41bd-9f5d-0f3a9fecd825.json
index 567a89d..ec98f63 100644
--- a/evaluation_examples/examples/chrome/cabb3bae-cccb-41bd-9f5d-0f3a9fecd825.json
+++ b/evaluation_examples/examples/chrome/cabb3bae-cccb-41bd-9f5d-0f3a9fecd825.json
@@ -43,21 +43,41 @@
     "chrome"
   ],
   "evaluator": {
-    "func": "is_expected_url_pattern_match",
+    "func": "check_direct_json_object",
     "result": {
-      "type": "active_url_from_accessTree",
-      "goto_prefix": "https://www."
+      "type": "active_tab_html_parse",
+      "goto_prefix": "https://www.",
+      "category": "class&url",
+      "class_multiObject_li": {
+        "pmpSearch_breadcrumb": [
+          "Spider-Man",
+          "Toys",
+          "Kids"
+        ],
+        "sbSelector": [
+          "Price Low-High"
+        ]
+      },
+      "url_include_expected_multichoice": {
+        "Spider-Man": "Spider-Man",
+        "spiderman": "Spider-Man",
+        "Toys": "Toys",
+        "Kids": "Kids",
+        "S=4": "Price Low-High"
+      }
     },
     "expected": {
       "type": "rule",
       "rules": {
-        "expected": [
-          "AgeAppropriate:Kids",
-          "search=spider[-%20]?man%20toys",
-          "S=4"
-        ]
+        "expected": {
+          "spider-man": true,
+          "toys": true,
+          "kids": true,
+          "price low-high": true,
+          "is_other_exist": false
+        }
       }
     }
   },
-  "proxy": true
+  "proxy": false
 }
\ No newline at end of file
diff --git a/evaluation_examples/examples/chrome/da46d875-6b82-4681-9284-653b0c7ae241.json b/evaluation_examples/examples/chrome/da46d875-6b82-4681-9284-653b0c7ae241.json
index 48e7c15..5148fb7 100644
--- a/evaluation_examples/examples/chrome/da46d875-6b82-4681-9284-653b0c7ae241.json
+++ b/evaluation_examples/examples/chrome/da46d875-6b82-4681-9284-653b0c7ae241.json
@@ -1,7 +1,7 @@
 {
   "id": "da46d875-6b82-4681-9284-653b0c7ae241",
   "snapshot": "chrome",
-  "instruction": "Schedule an appointment to apply for transportation access pass in  the Charlie Card store on the first Monday four months later, 10:15 am, fill in my details (James Smith, james.smith@gmail.com). And don not click \"book\" directly. Let me review it.",
+  "instruction": "Book an appointment to apply for a transportation access pass at the Charlie Card store on the first Monday eight months later, 10:15 am, fill in my details (James Smith, james.smith@gmail.com). And don not click \"book\" directly. Let me review it.",
   "source": "test_task_2",
   "config": [
     {
@@ -56,11 +56,10 @@
       {
         "type": "active_tab_html_parse",
         "category": "class",
-        "class_singleObject": {},
-        "class_multiObject": {
-          "breakword": {
-            "1": "content",
-            "2": "time"
+        "class_multiObject_only_child": {
+          "HAZ16": {
+            "0": "content",
+            "1": "time"
           }
         }
       },
@@ -68,8 +67,8 @@
         "type": "active_tab_html_parse",
         "category": "input",
         "inputObject": {
-          "/html/body/div/div/form/div[7]/div/div/div[1]/input[1]": "name",
-          "/html/body/div/div/form/div[7]/div/div/div[1]/input[2]": "mail"
+          "/html/body/div[2]/div/form/div[7]/div/div/div[1]/input[1]": "name",
+          "/html/body/div[2]/div/form/div[7]/div/div/div[1]/input[2]": "mail"
         }
       }
     ],
@@ -78,7 +77,7 @@
         "type": "rule",
         "rules": {
           "expected": [
-            "CharlieCardStoreAppointments@mbta.com/bookings/"
+            "book/CharlieCardStoreAppointments@mbta.com/"
           ]
         }
       },
@@ -86,11 +85,11 @@
         "type": "rule_relativeTime",
         "rules": {
           "relativeTime": {
-            "from": "first monday four months later"
+            "from": "first monday eight months later"
           },
           "expected": {
             "content": "Apply for Transportation Access Pass (TAP) CharlieCard non-auto approval",
-            "time": "{MonthFull} {Day0D}, 10:15 am"
+            "time": "{MonthFull} {Day0D}, 10:15 AM"
           }
         }
       },
diff --git a/evaluation_examples/examples/chrome/e1e75309-3ddb-4d09-92ec-de869c928143.json b/evaluation_examples/examples/chrome/e1e75309-3ddb-4d09-92ec-de869c928143.json
index c72a212..fdf471f 100644
--- a/evaluation_examples/examples/chrome/e1e75309-3ddb-4d09-92ec-de869c928143.json
+++ b/evaluation_examples/examples/chrome/e1e75309-3ddb-4d09-92ec-de869c928143.json
@@ -1,7 +1,7 @@
 {
   "id": "e1e75309-3ddb-4d09-92ec-de869c928143",
   "snapshot": "chrome",
-  "instruction": "Computer, can you turn the webpage I'm looking at into a PDF file and put it on my main screen, you know, the Desktop?",
+  "instruction": "Computer, can you turn the webpage I'm looking at into a PDF file, save it to my Desktop with the default filename and set the margins to none?",
   "source": "https://in5stepstutorials.com/google-chrome/save-web-page-as-pdf-in-chrome.php",
   "config": [
     {
diff --git a/evaluation_examples/examples/chrome/f0b971a1-6831-4b9b-a50e-22a6e47f45ba.json b/evaluation_examples/examples/chrome/f0b971a1-6831-4b9b-a50e-22a6e47f45ba.json
index a767e34..38e2f65 100644
--- a/evaluation_examples/examples/chrome/f0b971a1-6831-4b9b-a50e-22a6e47f45ba.json
+++ b/evaluation_examples/examples/chrome/f0b971a1-6831-4b9b-a50e-22a6e47f45ba.json
@@ -1,7 +1,7 @@
 {
   "id": "f0b971a1-6831-4b9b-a50e-22a6e47f45ba",
   "snapshot": "chrome",
-  "instruction": "Show me the scores for the 2019 super bowl",
+  "instruction": "Please help me find the score record for the 2019 Super Bowl in the NFL website.",
   "source": "Mind2Web",
   "config": [
     {
@@ -62,7 +62,7 @@
       "type": "rule",
       "rules": {
         "type": "url",
-        "url": "https://www.nfl.com/scores/2019/POST4"
+        "url": "https://www.nfl.com/scores/2019/post4"
       }
     }
   },
diff --git a/evaluation_examples/examples/chrome/f5d96daf-83a8-4c86-9686-bada31fc66ab.json b/evaluation_examples/examples/chrome/f5d96daf-83a8-4c86-9686-bada31fc66ab.json
index 580cc8b..29c13b0 100644
--- a/evaluation_examples/examples/chrome/f5d96daf-83a8-4c86-9686-bada31fc66ab.json
+++ b/evaluation_examples/examples/chrome/f5d96daf-83a8-4c86-9686-bada31fc66ab.json
@@ -1,7 +1,7 @@
 {
   "id": "f5d96daf-83a8-4c86-9686-bada31fc66ab",
   "snapshot": "chrome",
-  "instruction": "Compare iPhone 15 Pro Max with iPhone 13 Pro Max",
+  "instruction": "Compare iPhone 15 Pro Max with iPhone 14 Pro Max and iPhone 13 Pro Max",
   "source": "Mind2Web",
   "config": [
     {
diff --git a/evaluation_examples/examples/multi_apps/5990457f-2adb-467b-a4af-5c857c92d762.json b/evaluation_examples/examples/multi_apps/5990457f-2adb-467b-a4af-5c857c92d762.json
index 7bf0404..695a9d2 100644
--- a/evaluation_examples/examples/multi_apps/5990457f-2adb-467b-a4af-5c857c92d762.json
+++ b/evaluation_examples/examples/multi_apps/5990457f-2adb-467b-a4af-5c857c92d762.json
@@ -104,5 +104,5 @@
       "ignore_case": true
     }
   },
-  "proxy": false
+  "proxy": true
 }
\ No newline at end of file
diff --git a/evaluation_examples/settings/proxy/dataimpulse.json b/evaluation_examples/settings/proxy/dataimpulse.json
index 2e7e65a..34b7d59 100644
--- a/evaluation_examples/settings/proxy/dataimpulse.json
+++ b/evaluation_examples/settings/proxy/dataimpulse.json
@@ -2,8 +2,8 @@
     {
         "host": "gw.dataimpulse.com",
         "port": 823,
-        "username": "your_username",
-        "password": "your_password",
+        "username": "fba5ac061fe18be70c6c",
+        "password": "3b5669b6640fc80c",
         "protocol": "http",
         "provider": "dataimpulse",
         "type": "residential",
diff --git a/evaluation_examples/test_fix_chrome.json b/evaluation_examples/test_fix_chrome.json
new file mode 100644
index 0000000..7f9ed93
--- /dev/null
+++ b/evaluation_examples/test_fix_chrome.json
@@ -0,0 +1,50 @@
+{
+  "chrome": [
+    "bb5e4c0d-f964-439c-97b6-bdb9747de3f4",
+    "7b6c7e24-c58a-49fc-a5bb-d57b80e5b4c3",
+    "06fe7178-4491-4589-810f-2e2bc9502122",
+    "e1e75309-3ddb-4d09-92ec-de869c928143",
+    "35253b65-1c19-4304-8aa4-6884b8218fc0",
+    "2ad9387a-65d8-4e33-ad5b-7580065a27ca",
+    "7a5a7856-f1b6-42a4-ade9-1ca81ca0f263",
+    "44ee5668-ecd5-4366-a6ce-c1c9b8d4e938",
+    "2ae9ba84-3a0d-4d4c-8338-3a1478dc5fe3",
+    "480bcfea-d68f-4aaa-a0a9-2589ef319381",
+    "af630914-714e-4a24-a7bb-f9af687d3b91",
+    "3720f614-37fd-4d04-8a6b-76f54f8c222d",
+    "99146c54-4f37-4ab8-9327-5f3291665e1e",
+    "12086550-11c0-466b-b367-1d9e75b3910e",
+    "6766f2b8-8a72-417f-a9e5-56fcaa735837",
+    "93eabf48-6a27-4cb6-b963-7d5fe1e0d3a9",
+    "ae78f875-5b98-4907-bbb5-9c737fc68c03",
+    "3299584d-8f11-4457-bf4c-ce98f7600250",
+    "030eeff7-b492-4218-b312-701ec99ee0cc",
+    "9656a811-9b5b-4ddf-99c7-5117bcef0626",
+    "fc6d8143-9452-4171-9459-7f515143419a",
+    "a96b564e-dbe9-42c3-9ccf-b4498073438a",
+    "1704f00f-79e6-43a7-961b-cedd3724d5fd",
+    "f3b19d1e-2d48-44e9-b4e1-defcae1a0197",
+    "82bc8d6a-36eb-4d2d-8801-ef714fb1e55a",
+    "47543840-672a-467d-80df-8f7c3b9788c9",
+    "c1fa57f3-c3db-4596-8f09-020701085416",
+    "da46d875-6b82-4681-9284-653b0c7ae241",
+    "6c4c23a1-42a4-43cc-9db1-2f86ff3738cc",
+    "f79439ad-3ee8-4f99-a518-0eb60e5652b0",
+    "b7895e80-f4d1-4648-bee0-4eb45a6f1fa8",
+    "9f3f70fc-5afc-4958-a7b7-3bb4fcb01805",
+    "7f52cab9-535c-4835-ac8c-391ee64dc930",
+    "82279c77-8fc6-46f6-9622-3ba96f61b477",
+    "2888b4e6-5b47-4b57-8bf5-c73827890774",
+    "b4f95342-463e-4179-8c3f-193cd7241fb2",
+    "f5d96daf-83a8-4c86-9686-bada31fc66ab",
+    "121ba48f-9e17-48ce-9bc6-a4fb17a7ebba",
+    "368d9ba4-203c-40c1-9fa3-da2f1430ce63",
+    "59155008-fe71-45ec-8a8f-dc35497b6aa8",
+    "a728a36e-8bf1-4bb6-9a03-ef039a5233f0",
+    "b070486d-e161-459b-aa2b-ef442d973b92",
+    "0d8b7de3-e8de-4d86-b9fd-dd2dce58a217",
+    "9f935cce-0a9f-435f-8007-817732bfc0a5",
+    "f0b971a1-6831-4b9b-a50e-22a6e47f45ba",
+    "cabb3bae-cccb-41bd-9f5d-0f3a9fecd825"
+  ]
+}
\ No newline at end of file
diff --git a/manual_examine.py b/manual_examine.py
new file mode 100644
index 0000000..ddd69b7
--- /dev/null
+++ b/manual_examine.py
@@ -0,0 +1,309 @@
+from __future__ import annotations
+import argparse
+import datetime
+import json
+import logging
+import os
+import sys
+import signal
+import time
+from typing import List, Dict
+from tqdm import tqdm
+from desktop_env.desktop_env import DesktopEnv
+
+# Global variables for signal handling
+active_environment = None
+is_terminating = False
+
+# load the environment variables from .env file
+if os.path.exists(".env"):
+    from dotenv import load_dotenv
+    load_dotenv()
+
+#  Logger Configs {{{ #
+def config() -> argparse.Namespace:
+    parser = argparse.ArgumentParser(
+        description="Manual examination of benchmark tasks"
+    )
+
+    # environment config
+    parser.add_argument("--path_to_vm", type=str, default=None)
+    parser.add_argument(
+        "--headless", action="store_true", help="Run in headless machine"
+    )
+    parser.add_argument(
+        "--action_space", type=str, default="pyautogui", help="Action type"
+    )
+    parser.add_argument(
+        "--observation_type",
+        choices=["screenshot", "a11y_tree", "screenshot_a11y_tree", "som"],
+        default="screenshot",
+        help="Observation type",
+    )
+    parser.add_argument("--screen_width", type=int, default=1920)
+    parser.add_argument("--screen_height", type=int, default=1080)
+    parser.add_argument("--sleep_after_execution", type=float, default=0.0)
+    parser.add_argument("--max_steps", type=int, default=15)
+
+    # agent config
+    parser.add_argument("--max_trajectory_length", type=int, default=3)
+    parser.add_argument(
+        "--test_config_base_dir", type=str, default="evaluation_examples"
+    )
+
+    # example config
+    parser.add_argument("--domain", type=str, required=True, help="Specific domain to examine")
+    parser.add_argument("--example_id", type=str, required=True, help="Specific example ID to examine")
+    parser.add_argument(
+        "--test_all_meta_path", type=str, default="evaluation_examples/test_all.json"
+    )
+
+    # logging related
+    parser.add_argument("--result_dir", type=str, default="./results_manual")
+    parser.add_argument("--log_level", type=str, choices=['DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL'], 
+                       default='INFO', help="Set the logging level")
+    
+    # aws config
+    parser.add_argument(
+        "--region", type=str, default="us-east-1", help="AWS region for the VM"
+    )
+    args = parser.parse_args()
+    return args
+
+args = config()  # Get command line arguments first
+
+logger = logging.getLogger()
+log_level = getattr(logging, args.log_level.upper())
+logger.setLevel(log_level)
+
+datetime_str: str = datetime.datetime.now().strftime("%Y%m%d@%H%M%S")
+
+file_handler = logging.FileHandler(
+    os.path.join("logs", "manual-{:}.log".format(datetime_str)), encoding="utf-8"
+)
+debug_handler = logging.FileHandler(
+    os.path.join("logs", "manual-debug-{:}.log".format(datetime_str)), encoding="utf-8"
+)
+stdout_handler = logging.StreamHandler(sys.stdout)
+
+file_handler.setLevel(logging.INFO)
+debug_handler.setLevel(logging.DEBUG)
+stdout_handler.setLevel(log_level)
+
+formatter = logging.Formatter(
+    fmt="\x1b[1;33m[%(asctime)s \x1b[31m%(levelname)s \x1b[32m%(module)s/%(lineno)d-%(processName)s\x1b[1;33m] \x1b[0m%(message)s"
+)
+file_handler.setFormatter(formatter)
+debug_handler.setFormatter(formatter)
+stdout_handler.setFormatter(formatter)
+
+stdout_handler.addFilter(logging.Filter("desktopenv"))
+
+logger.addHandler(file_handler)
+logger.addHandler(debug_handler)
+logger.addHandler(stdout_handler)
+#  }}} Logger Configs #
+
+logger = logging.getLogger("desktopenv.experiment")
+
+
+def setup_example_logger(example, example_result_dir):
+    """设置特定样例的日志记录器"""
+    runtime_logger = logging.getLogger(f"desktopenv.example.{example['id']}")
+    runtime_logger.setLevel(logging.DEBUG)
+    runtime_logger.addHandler(logging.FileHandler(os.path.join(example_result_dir, "runtime.log")))
+    return runtime_logger
+
+
+def run_manual_examination(env, example, instruction, args, example_result_dir):
+    """手动检查单个样例的函数"""
+    runtime_logger = setup_example_logger(example, example_result_dir)
+    
+    # 重置环境并加载任务配置
+    env.reset(task_config=example)
+    logger.info("环境正在初始化，请等待60秒...")
+    time.sleep(60)  # Wait for the environment to be ready
+    
+    # 获取初始观察
+    obs = env._get_obs()
+    
+    # 保存初始状态截图
+    initial_timestamp = datetime.datetime.now().strftime("%Y%m%d@%H%M%S")
+    with open(os.path.join(example_result_dir, f"initial_state_{initial_timestamp}.png"), "wb") as f:
+        f.write(obs['screenshot'])
+    
+    # 记录任务信息
+    with open(os.path.join(example_result_dir, "task_info.json"), "w", encoding="utf-8") as f:
+        json.dump({
+            "domain": args.domain,
+            "example_id": args.example_id, 
+            "instruction": instruction,
+            "initial_timestamp": initial_timestamp,
+            "example_config": example
+        }, f, indent=2, ensure_ascii=False)
+    
+    # 开始录制
+    env.controller.start_recording()
+    
+    logger.info("="*80)
+    logger.info(f"任务域: {args.domain}")
+    logger.info(f"样例ID: {args.example_id}")
+    logger.info(f"任务指令: {instruction}")
+    logger.info("="*80)
+    logger.info("环境已准备就绪！")
+    logger.info("请在虚拟机中手动执行任务...")
+    logger.info("完成后请按回车键继续进行评估...")
+    logger.info("="*80)
+    
+    # 阻塞等待用户手动操作
+    try:
+        input("按回车键开始评估...")
+    except KeyboardInterrupt:
+        logger.info("用户中断操作")
+        return None
+    
+    logger.info("开始评估...")
+    
+    # 获取最终状态截图
+    final_obs = env._get_obs()
+    final_timestamp = datetime.datetime.now().strftime("%Y%m%d@%H%M%S")
+    with open(os.path.join(example_result_dir, f"final_state_{final_timestamp}.png"), "wb") as f:
+        f.write(final_obs['screenshot'])
+    
+    # 评估结果
+    result = env.evaluate()
+    logger.info(f"评估结果: {result:.2f}")
+    
+    # 保存结果
+    with open(os.path.join(example_result_dir, "result.txt"), "w", encoding="utf-8") as f:
+        f.write(f"{result}\n")
+    
+    # 保存执行记录
+    with open(os.path.join(example_result_dir, "execution_log.jsonl"), "w", encoding="utf-8") as f:
+        f.write(json.dumps({
+            "type": "manual_execution",
+            "initial_timestamp": initial_timestamp,
+            "final_timestamp": final_timestamp,
+            "result": result,
+            "initial_screenshot": f"initial_state_{initial_timestamp}.png",
+            "final_screenshot": f"final_state_{final_timestamp}.png"
+        }, ensure_ascii=False))
+        f.write("\n")
+    
+    # 结束录制
+    env.controller.end_recording(os.path.join(example_result_dir, "recording.mp4"))
+    
+    return result
+
+
+def signal_handler(signum, frame):
+    """处理终止信号以优雅关闭环境"""
+    global is_terminating, active_environment
+    
+    # 避免重复处理
+    if is_terminating:
+        return
+    
+    is_terminating = True
+    logger.info(f"接收到信号 {signum}。正在优雅关闭...")
+    
+    # 关闭环境
+    if active_environment:
+        try:
+            logger.info("正在关闭环境...")
+            active_environment.close()
+            logger.info("环境已成功关闭")
+        except Exception as e:
+            logger.error(f"关闭环境时出错: {e}")
+    
+    logger.info("关闭完成。退出程序。")
+    sys.exit(0)
+
+
+def main():
+    global active_environment
+    
+    # 注册信号处理器以优雅终止
+    signal.signal(signal.SIGINT, signal_handler)  # Handle Ctrl+C
+    signal.signal(signal.SIGTERM, signal_handler)  # Handle termination signal
+    
+    try:
+        args = config()
+        logger.info("参数: %s", args)
+        
+        # 加载指定的任务
+        config_file = os.path.join(
+            args.test_config_base_dir, f"examples/{args.domain}/{args.example_id}.json"
+        )
+        
+        if not os.path.exists(config_file):
+            logger.error(f"配置文件不存在: {config_file}")
+            return
+        
+        with open(config_file, "r", encoding="utf-8") as f:
+            example = json.load(f)
+        
+        # 创建结果目录
+        example_result_dir = os.path.join(
+            args.result_dir,
+            args.action_space,
+            args.observation_type,
+            "manual_examination",
+            args.domain,
+            args.example_id,
+        )
+        os.makedirs(example_result_dir, exist_ok=True)
+        
+        # 设置环境
+        from desktop_env.providers.aws.manager import IMAGE_ID_MAP
+        REGION = "us-east-1"
+        active_environment = DesktopEnv(
+            path_to_vm=args.path_to_vm,
+            action_space=args.action_space,
+            provider_name="aws",
+            region=REGION,
+            snapshot_name=IMAGE_ID_MAP[REGION],
+            screen_size=(args.screen_width, args.screen_height),
+            headless=args.headless,
+            os_type="Ubuntu",
+            require_a11y_tree=args.observation_type in ["a11y_tree", "screenshot_a11y_tree", "som"],
+            enable_proxy=True
+        )
+        
+        # 执行手动检查
+        result = run_manual_examination(
+            active_environment,
+            example,
+            example["instruction"],
+            args,
+            example_result_dir
+        )
+        
+        if result is not None:
+            logger.info(f"手动检查完成。最终结果: {result:.2f}")
+        else:
+            logger.info("手动检查被中断")
+            
+    except KeyboardInterrupt:
+        logger.info("主进程接收到KeyboardInterrupt")
+        # 信号处理器会处理清理工作
+    except Exception as e:
+        logger.error(f"主进程中的意外错误: {e}", exc_info=True)
+        # 也触发清理
+        signal_handler(signal.SIGTERM, None)
+    finally:
+        # 最终清理以防任何环境或进程仍然存在
+        logger.info("主进程最终清理...")
+        if active_environment is not None:
+            try:
+                logger.info("在最终清理中关闭环境...")
+                active_environment.close()
+                logger.info("在最终清理中环境已成功关闭")
+            except Exception as e:
+                logger.error(f"最终环境清理期间出错: {e}")
+
+
+if __name__ == "__main__":
+    # 禁用tokenizers并行处理避免警告
+    os.environ["TOKENIZERS_PARALLELISM"] = "false"
+    main() 
\ No newline at end of file
diff --git a/monitor/.env b/monitor/.env
index 05618af..62ba076 100644
--- a/monitor/.env
+++ b/monitor/.env
@@ -2,9 +2,9 @@
 # Do not write any secret keys or sensitive information here.
 
 # Monitor configuration
-TASK_CONFIG_PATH=../evaluation_examples/test_all.json
+TASK_CONFIG_PATH=../evaluation_examples/test_fix_chrome.json
 EXAMPLES_BASE_PATH=../evaluation_examples/examples
-RESULTS_BASE_PATH=../results_all
+RESULTS_BASE_PATH=../results_chrome_operator
 ACTION_SPACE=pyautogui
 OBSERVATION_TYPE=screenshot
 MODEL_NAME=computer-use-preview
diff --git a/run_human_examine.sh b/run_human_examine.sh
new file mode 100644
index 0000000..c8e8447
--- /dev/null
+++ b/run_human_examine.sh
@@ -0,0 +1,9 @@
+python manual_examine.py \
+    --headless \
+    --observation_type screenshot \
+    --result_dir ./results_human_examine_chrome_fix_1 \
+    --test_all_meta_path evaluation_examples/test_fix_chrome.json \
+    --region us-east-1 \
+    --domain chrome \
+    --example_id 030eeff7-b492-4218-b312-701ec99ee0cc \
+    --max_steps 3
\ No newline at end of file
diff --git a/run_operator.sh b/run_operator.sh
new file mode 100644
index 0000000..da52d1a
--- /dev/null
+++ b/run_operator.sh
@@ -0,0 +1,9 @@
+python run_multienv_openaicua.py \
+--headless \
+--observation_type screenshot \
+--model computer-use-preview \
+--result_dir ./results_chrome_operator \
+--test_all_meta_path evaluation_examples/test_fix_chrome.json \
+--region us-east-1 \
+--max_steps 150 \
+--num_envs 10
\ No newline at end of file