Merge pull request #473 from TESTARtool/development

ferpasri · web-flow · commit c83ec9bc7261 · 2026-03-12T10:30:01.000+01:00
Remove actionIds from LLM ActionHistory and add aria tags to state model attributes
diff --git a/CHANGELOG b/CHANGELOG
@@ -1,3 +1,9 @@
+#TESTAR v2.8.4 (12-Mar-2026)
+- Remove abstract actionIds from LLM ActionHistory
+- Update getElementDescription prioritty and length
+- Add web aria tags to state model abstraction tags
+
+
 #TESTAR v2.8.3 (11-Mar-2026)
 - Add aria properties to WdTags
 
diff --git a/VERSION b/VERSION
@@ -1 +1 @@
-2.8.3
+2.8.4
diff --git a/core/src/org/testar/StateManagementTags.java b/core/src/org/testar/StateManagementTags.java
@@ -1,7 +1,7 @@
 /***************************************************************************************************
  *
- * Copyright (c) 2018 - 2025 Open Universiteit - www.ou.nl
- * Copyright (c) 2018 - 2025 Universitat Politecnica de Valencia - www.upv.es
+ * Copyright (c) 2018 - 2026 Open Universiteit - www.ou.nl
+ * Copyright (c) 2018 - 2026 Universitat Politecnica de Valencia - www.upv.es
  *
  * Redistribution and use in source and binary forms, with or without
  * modification, are permitted provided that the following conditions are met:
@@ -320,8 +320,10 @@ public enum Group {General, ControlPattern, WebDriver}
     public static final Tag<String> WebWidgetDisplay = Tag.from("Web Widget display", String.class);
     public static final Tag<Boolean> WebWidgetIsOffScreen = Tag.from("Web Widget Is Off Screen", Boolean.class);
     public static final Tag<String> WebWidgetSrc = Tag.from("Web Widget src", String.class);
-    public static final Tag<String> WebWidgetPlaceholder= Tag.from("Web Widget placeholder", String.class);
+    public static final Tag<String> WebWidgetPlaceholder = Tag.from("Web Widget placeholder", String.class);
     public static final Tag<Boolean> WebWidgetIsDisabled = Tag.from("Web Widget Is Disabled", Boolean.class);
+    public static final Tag<String> WebWidgetAriaLabel = Tag.from("Web Widget Aria Label", String.class);
+    public static final Tag<String> WebWidgetAriaLabelledBy = Tag.from("Web Widget Aria Labelled By", String.class);
     
     
     // a set containing the tags that are available for state management
@@ -413,6 +415,8 @@ public enum Group {General, ControlPattern, WebDriver}
             add(WebWidgetSrc);
             add(WebWidgetPlaceholder);
             add(WebWidgetIsDisabled);
+            add(WebWidgetAriaLabel);
+            add(WebWidgetAriaLabelledBy);
         }
     };
 
@@ -510,6 +514,8 @@ public static boolean isStateManagementTag(Tag<?> tag) {
         settingsMap.put(WebWidgetSrc, "WebWidgetSrc");
         settingsMap.put(WebWidgetPlaceholder, "WebWidgetPlaceholder");
         settingsMap.put(WebWidgetIsDisabled, "WebWidgetIsDisabled");
+        settingsMap.put(WebWidgetAriaLabel, "WebWidgetAriaLabel");
+        settingsMap.put(WebWidgetAriaLabelledBy, "WebWidgetAriaLabelledBy");
     }
 
     // a mapping of a tag to its group
@@ -597,6 +603,8 @@ public static boolean isStateManagementTag(Tag<?> tag) {
             put(WebWidgetSrc, Group.WebDriver);
             put(WebWidgetPlaceholder, Group.WebDriver);
             put(WebWidgetIsDisabled, Group.WebDriver);
+            put(WebWidgetAriaLabel, Group.WebDriver);
+            put(WebWidgetAriaLabelledBy, Group.WebDriver);
         }
     };
 
diff --git a/testar/resources/prompts/fewshot_gemini_action.json b/testar/resources/prompts/fewshot_gemini_action.json
@@ -27,7 +27,7 @@
     "role": "user",
     "parts": [
       {
-        "text": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. This is the last action we executed: ACKO87: Typed Test into TextField Username. Which action should be executed to accomplish the test goal?"
+        "text": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. This is the last action we executed: Typed Test into TextField Username. Which action should be executed to accomplish the test goal?"
       }
     ]
   },
@@ -43,7 +43,7 @@
     "role": "user",
     "parts": [
       {
-        "text": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. These are the last 2 actions we executed: ACKO87: Typed Test into TextField Username, AC3B4T: Typed Star into TextField Password. Which action should be executed to accomplish the test goal?"
+        "text": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. These are the last 2 actions we executed: Typed Test into TextField Username, Typed Star into TextField Password. Which action should be executed to accomplish the test goal?"
       }
     ]
   },
diff --git a/testar/resources/prompts/fewshot_openai_action.json b/testar/resources/prompts/fewshot_openai_action.json
@@ -13,15 +13,15 @@
   },
   {
     "role": "user",
-    "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. This is the last action we executed: ACKO87: Typed Test into TextField Username. Which action should be executed to accomplish the test goal?"
+    "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. This is the last action we executed: Typed Test into TextField Username. Which action should be executed to accomplish the test goal?"
   },
   {
     "role": "assistant",
     "content": "{\"actionId\":\"AC3B4T\",\"input\":\"Star\"}"
   },
   {
     "role": "user",
-    "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. These are the last 2 actions we executed: ACKO87: Typed Test into TextField Username, AC3B4T: Typed Star into TextField Password. Which action should be executed to accomplish the test goal?"
+    "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. These are the last 2 actions we executed: Typed Test into TextField Username, Typed Star into TextField Password. Which action should be executed to accomplish the test goal?"
   },
   {
     "role": "assistant",
diff --git a/testar/resources/prompts/fewshot_openai_action_control.json b/testar/resources/prompts/fewshot_openai_action_control.json
@@ -13,23 +13,23 @@
   },
   {
     "role": "user",
-    "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACOP45: Hit the ESC key, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. This is the last action we executed: ACOP45: Hit the ESC key. Which action should be executed to accomplish the test goal?"
+    "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACOP45: Hit the ESC key, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. This is the last action we executed: Hit the ESC key. Which action should be executed to accomplish the test goal?"
   },
   {
     "role": "assistant",
     "content": "{\"actionId\":\"ACKO87\",\"input\":\"Test\"}"
   },
   {
     "role": "user",
-    "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACOP45: Hit the ESC key, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. These are the last 2 actions we executed: ACOP45: Hit the ESC key, ACKO87: Typed Test into TextField Username. Which action should be executed to accomplish the test goal?"
+    "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACOP45: Hit the ESC key, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. These are the last 2 actions we executed: Hit the ESC key, Typed Test into TextField Username. Which action should be executed to accomplish the test goal?"
   },
   {
     "role": "assistant",
     "content": "{\"actionId\":\"AC3B4T\",\"input\":\"Star\"}"
   },
   {
     "role": "user",
-    "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACOP45: Hit the ESC key, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. These are the last 3 actions we executed: ACOP45: Hit the ESC key, ACKO87: Typed Test into TextField Username, AC3B4T: Typed Star into TextField Password. Which action should be executed to accomplish the test goal?"
+    "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACOP45: Hit the ESC key, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. These are the last 3 actions we executed: Hit the ESC key, Typed Test into TextField Username, Typed Star into TextField Password. Which action should be executed to accomplish the test goal?"
   },
   {
     "role": "assistant",
diff --git a/testar/src/org/testar/action/priorization/llm/ActionHistory.java b/testar/src/org/testar/action/priorization/llm/ActionHistory.java
@@ -110,15 +110,14 @@ public String toString() {
         for (var action : actions) {
             Widget widget = action.get(Tags.OriginWidget);
             String type = action.get(Tags.Role).name();
-            String actionId = action.get(Tags.AbstractID, "Unknown ActionId");
             String description = widget.get(descriptionTag, "Unknown Widget");
 
             if(action instanceof WdSelectListAction) {
                 // Special case for combobox/select list actions
                 WdSelectListAction selectListAction = (WdSelectListAction) action;
                 String selectWidget = selectListAction.getTarget();
                 String value = selectListAction.getValue();
-                builder.append(String.format("%s: Set value of ComboBox '%s' to '%s'", actionId, selectWidget, value));
+                builder.append(String.format("Set value of ComboBox '%s' to '%s'", selectWidget, value));
             } else {
                 switch(type) {
                     case "ClickTypeInto":
@@ -127,24 +126,24 @@ public String toString() {
                     case "RemoteScrollType":
                         String input = getCompoundActionInputText(action);
                         // TODO: Differentiate between types of input fields (numeric, password, etc.)
-                        builder.append(String.format("%s: Typed '%s' in TextField '%s'", actionId, input, description));
+                        builder.append(String.format("Typed '%s' in TextField '%s'", input, description));
                         break;
                     case "LeftClickAt":
                     case "RemoteClick":
                     case "RemoteScrollClick":
-                        builder.append(String.format("%s: Clicked on '%s'", actionId, description));
+                        builder.append(String.format("Clicked on '%s'", description));
                         break;
                     case "HistoryBackScript":
                         // TODO: Decide if it makes sense to rely on the LLM to make this control decision
-                        builder.append(String.format("%s: Go History back in the browser", actionId));
+                        builder.append("Go History back in the browser");
                         break;
                     case "CloseTabScript":
                         // TODO: Decide if it makes sense to rely on the LLM to make this control decision
-                        builder.append(String.format("%s: Close current browser tab", actionId));
+                        builder.append("Close current browser tab");
                         break;
                     case "HitESC":
                         // TODO: Decide if it makes sense to rely on the LLM to make this control decision
-                        builder.append(String.format("%s: Hit the ESC key", actionId));
+                        builder.append("Hit the ESC key");
                         break;
                     default:
                         logger.log(Level.WARN, "Unsupported action type for action history: " + type);
diff --git a/testar/src/org/testar/monkey/Main.java b/testar/src/org/testar/monkey/Main.java
@@ -64,7 +64,7 @@
 
 public class Main {
 
-	public static final String TESTAR_VERSION = "v2.8.3 (11-Mar-2026)";
+	public static final String TESTAR_VERSION = "v2.8.4 (12-Mar-2026)";
 
 	//public static final String TESTAR_DIR_PROPERTY = "DIRNAME"; //Use the OS environment to obtain TESTAR directory
 	public static final String SETTINGS_FILE = "test.settings";
diff --git a/testar/test/org/testar/action/priorization/llm/TestActionHistory.java b/testar/test/org/testar/action/priorization/llm/TestActionHistory.java
@@ -43,7 +43,8 @@ public void test_history_web_click_action() {
         ActionHistory actionHistory = new ActionHistory(1);
         actionHistory.addToHistory(web_click_action);
         assertTrue(actionHistory.getActions().contains(web_click_action));
-        assertTrue(actionHistory.toString().contains("This is the last action we executed: AID_click:"));
+        assertTrue(actionHistory.toString().contains("This is the last action we executed:"));
+        assertTrue(!actionHistory.toString().contains("AID_click"));
         assertTrue(actionHistory.toString().contains("Clicked on 'clickable_widget_desc'"));
     }
 
@@ -63,7 +64,8 @@ public void test_history_web_type_action() {
         ActionHistory actionHistory = new ActionHistory(1);
         actionHistory.addToHistory(web_type_action);
         assertTrue(actionHistory.getActions().contains(web_type_action));
-        assertTrue(actionHistory.toString().contains("This is the last action we executed: AID_type:"));
+        assertTrue(actionHistory.toString().contains("This is the last action we executed:"));
+        assertTrue(!actionHistory.toString().contains("AID_type"));
         assertTrue(actionHistory.toString().contains("Typed 'LLM_text' in TextField 'typeable_widget_desc'"));
     }
 
@@ -82,7 +84,8 @@ public void test_history_web_select_action() {
         ActionHistory actionHistory = new ActionHistory(1);
         actionHistory.addToHistory(web_select_action);
         assertTrue(actionHistory.getActions().contains(web_select_action));
-        assertTrue(actionHistory.toString().contains("This is the last action we executed: AID_select:"));
+        assertTrue(actionHistory.toString().contains("This is the last action we executed:"));
+        assertTrue(!actionHistory.toString().contains("AID_select"));
         assertTrue(actionHistory.toString().contains("Set value of ComboBox 'combobox_widget_web_id' to 'Saab'"));
     }
 
@@ -93,7 +96,8 @@ public void test_history_android_type_action() {
         ActionHistory actionHistory = new ActionHistory(1);
         actionHistory.addToHistory(android_type_action);
         assertTrue(actionHistory.getActions().contains(android_type_action));
-        assertTrue(actionHistory.toString().contains("This is the last action we executed: AID_android_action_type:"));
+        assertTrue(actionHistory.toString().contains("This is the last action we executed:"));
+        assertTrue(!actionHistory.toString().contains("AID_android_action_type"));
         assertTrue(actionHistory.toString().contains("Typed 'LLM_text' in TextField 'android_edit_widget_desc'"));
     }
 
@@ -108,7 +112,8 @@ public void test_history_web_remote_click_action() {
         ActionHistory actionHistory = new ActionHistory(1);
         actionHistory.addToHistory(web_remote_click_action);
         assertTrue(actionHistory.getActions().contains(web_remote_click_action));
-        assertTrue(actionHistory.toString().contains("This is the last action we executed: AID_remote_click:"));
+        assertTrue(actionHistory.toString().contains("This is the last action we executed:"));
+        assertTrue(!actionHistory.toString().contains("AID_remote_click"));
         assertTrue(actionHistory.toString().contains("Clicked on 'remote_click_widget'"));
     }
 
@@ -123,7 +128,8 @@ public void test_history_web_remote_scroll_click_action() {
         ActionHistory actionHistory = new ActionHistory(1);
         actionHistory.addToHistory(web_remote_scroll_click_action);
         assertTrue(actionHistory.getActions().contains(web_remote_scroll_click_action));
-        assertTrue(actionHistory.toString().contains("This is the last action we executed: AID_remote_scroll_click:"));
+        assertTrue(actionHistory.toString().contains("This is the last action we executed:"));
+        assertTrue(!actionHistory.toString().contains("AID_remote_scroll_click"));
         assertTrue(actionHistory.toString().contains("Clicked on 'remote_scroll_click_widget'"));
     }
 
@@ -139,7 +145,8 @@ public void test_history_web_remote_type_action() {
         ActionHistory actionHistory = new ActionHistory(1);
         actionHistory.addToHistory(web_remote_type_action);
         assertTrue(actionHistory.getActions().contains(web_remote_type_action));
-        assertTrue(actionHistory.toString().contains("This is the last action we executed: AID_remote_type:"));
+        assertTrue(actionHistory.toString().contains("This is the last action we executed:"));
+        assertTrue(!actionHistory.toString().contains("AID_remote_type"));
         assertTrue(actionHistory.toString().contains("Typed 'remote_text' in TextField 'remote_type_widget'"));
     }
 
@@ -155,7 +162,8 @@ public void test_history_web_remote_scroll_type_action() {
         ActionHistory actionHistory = new ActionHistory(1);
         actionHistory.addToHistory(web_remote_scroll_type_action);
         assertTrue(actionHistory.getActions().contains(web_remote_scroll_type_action));
-        assertTrue(actionHistory.toString().contains("This is the last action we executed: AID_remote_scroll_type:"));
+        assertTrue(actionHistory.toString().contains("This is the last action we executed:"));
+        assertTrue(!actionHistory.toString().contains("AID_remote_scroll_type"));
         assertTrue(actionHistory.toString().contains("Typed 'remote_scroll_text' in TextField 'remote_scroll_type_widget'"));
     }
 
diff --git a/testar/test/org/testar/llm/prompt/TestActionStandardPromptGenerator.java b/testar/test/org/testar/llm/prompt/TestActionStandardPromptGenerator.java
@@ -117,7 +117,7 @@ public void test_prompt_generator_title_with_history() {
 		Assert.isTrue(prompt.contains("The following actions are available:"));
 		Assert.isTrue(prompt.contains("AID_type: Type in Field 'typeable_widget_title'"));
 		Assert.isTrue(prompt.contains("AID_click: Click on 'clickable_widget_title'"));
-		Assert.isTrue(prompt.contains("This is the last action we executed: AID_type: Typed 'LLM_text' in TextField 'typeable_widget_title'"));
+		Assert.isTrue(prompt.contains("This is the last action we executed: Typed 'LLM_text' in TextField 'typeable_widget_title'"));
 		Assert.isTrue(prompt.contains("Which action should be executed to accomplish the test goal?"));		
 	}
 }
diff --git a/testar/test/org/testar/llm/prompt/TestActionWebPromptGenerator.java b/testar/test/org/testar/llm/prompt/TestActionWebPromptGenerator.java
diff --git a/webdriver/src/org/testar/monkey/alayer/webdriver/WdElement.java b/webdriver/src/org/testar/monkey/alayer/webdriver/WdElement.java
diff --git a/webdriver/src/org/testar/monkey/alayer/webdriver/enums/WdMapping.java b/webdriver/src/org/testar/monkey/alayer/webdriver/enums/WdMapping.java
diff --git a/webdriver/test/org/testar/monkey/alayer/webdriver/TestWdElementDescription.java b/webdriver/test/org/testar/monkey/alayer/webdriver/TestWdElementDescription.java
diff --git a/webdriver/test/org/testar/monkey/alayer/webdriver/TestWebdriverStateManagementTag.java b/webdriver/test/org/testar/monkey/alayer/webdriver/TestWebdriverStateManagementTag.java

Original file line number	Diff line number	Diff line change
`@@ -27,7 +27,7 @@`
`27`	`27`	`"role": "user",`
`28`	`28`	`"parts": [`
`29`	`29`	`{`
`30`		`- "text": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. This is the last action we executed: ACKO87: Typed Test into TextField Username. Which action should be executed to accomplish the test goal?"`
	`30`	`+ "text": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. This is the last action we executed: Typed Test into TextField Username. Which action should be executed to accomplish the test goal?"`
`31`	`31`	`}`
`32`	`32`	`]`
`33`	`33`	`},`
`@@ -43,7 +43,7 @@`
`43`	`43`	`"role": "user",`
`44`	`44`	`"parts": [`
`45`	`45`	`{`
`46`		- "text": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. These are the last 2 actions we executed: ACKO87: Typed Test into TextField Username, AC3B4T: Typed Star into TextField Password. Which action should be executed to accomplish the test goal?"
	`46`	+ "text": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. These are the last 2 actions we executed: Typed Test into TextField Username, Typed Star into TextField Password. Which action should be executed to accomplish the test goal?"
`47`	`47`	`}`
`48`	`48`	`]`
`49`	`49`	`},`
Original file line number	Diff line number	Diff line change
`@@ -13,15 +13,15 @@`
`13`	`13`	`},`
`14`	`14`	`{`
`15`	`15`	`"role": "user",`
`16`		`- "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. This is the last action we executed: ACKO87: Typed Test into TextField Username. Which action should be executed to accomplish the test goal?"`
	`16`	`+ "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. This is the last action we executed: Typed Test into TextField Username. Which action should be executed to accomplish the test goal?"`
`17`	`17`	`},`
`18`	`18`	`{`
`19`	`19`	`"role": "assistant",`
`20`	`20`	`"content": "{\"actionId\":\"AC3B4T\",\"input\":\"Star\"}"`
`21`	`21`	`},`
`22`	`22`	`{`
`23`	`23`	`"role": "user",`
`24`		- "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. These are the last 2 actions we executed: ACKO87: Typed Test into TextField Username, AC3B4T: Typed Star into TextField Password. Which action should be executed to accomplish the test goal?"
	`24`	+ "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. These are the last 2 actions we executed: Typed Test into TextField Username, Typed Star into TextField Password. Which action should be executed to accomplish the test goal?"
`25`	`25`	`},`
`26`	`26`	`{`
`27`	`27`	`"role": "assistant",`
Original file line number	Diff line number	Diff line change
`@@ -13,23 +13,23 @@`
`13`	`13`	`},`
`14`	`14`	`{`
`15`	`15`	`"role": "user",`
`16`		`- "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACOP45: Hit the ESC key, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. This is the last action we executed: ACOP45: Hit the ESC key. Which action should be executed to accomplish the test goal?"`
	`16`	`+ "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACOP45: Hit the ESC key, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. This is the last action we executed: Hit the ESC key. Which action should be executed to accomplish the test goal?"`
`17`	`17`	`},`
`18`	`18`	`{`
`19`	`19`	`"role": "assistant",`
`20`	`20`	`"content": "{\"actionId\":\"ACKO87\",\"input\":\"Test\"}"`
`21`	`21`	`},`
`22`	`22`	`{`
`23`	`23`	`"role": "user",`
`24`		- "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACOP45: Hit the ESC key, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. These are the last 2 actions we executed: ACOP45: Hit the ESC key, ACKO87: Typed Test into TextField Username. Which action should be executed to accomplish the test goal?"
	`24`	+ "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACOP45: Hit the ESC key, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. These are the last 2 actions we executed: Hit the ESC key, Typed Test into TextField Username. Which action should be executed to accomplish the test goal?"
`25`	`25`	`},`
`26`	`26`	`{`
`27`	`27`	`"role": "assistant",`
`28`	`28`	`"content": "{\"actionId\":\"AC3B4T\",\"input\":\"Star\"}"`
`29`	`29`	`},`
`30`	`30`	`{`
`31`	`31`	`"role": "user",`
`32`		- "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACOP45: Hit the ESC key, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. These are the last 3 actions we executed: ACOP45: Hit the ESC key, ACKO87: Typed Test into TextField Username, AC3B4T: Typed Star into TextField Password. Which action should be executed to accomplish the test goal?"
	`32`	+ "content": "We are testing the \"Demo\" web application. The objective of the test is to log in with username \"Test\" and password \"Star\". The following actions are available: ACF6HU: Click Home, ACOP45: Hit the ESC key, ACKO87: Type into TextField Username, AC3B4T: Type into TextField Password, AC78TY: Click Log In, ACR11L: Click Register. These are the last 3 actions we executed: Hit the ESC key, Typed Test into TextField Username, Typed Star into TextField Password. Which action should be executed to accomplish the test goal?"
`33`	`33`	`},`
`34`	`34`	`{`
`35`	`35`	`"role": "assistant",`
Original file line number	Diff line number	Diff line change
`@@ -117,7 +117,7 @@ public void test_prompt_generator_title_with_history() {`
`117`	`117`	`Assert.isTrue(prompt.contains("The following actions are available:"));`
`118`	`118`	`Assert.isTrue(prompt.contains("AID_type: Type in Field 'typeable_widget_title'"));`
`119`	`119`	`Assert.isTrue(prompt.contains("AID_click: Click on 'clickable_widget_title'"));`
`120`		`- Assert.isTrue(prompt.contains("This is the last action we executed: AID_type: Typed 'LLM_text' in TextField 'typeable_widget_title'"));`
	`120`	`+ Assert.isTrue(prompt.contains("This is the last action we executed: Typed 'LLM_text' in TextField 'typeable_widget_title'"));`
`121`	`121`	`Assert.isTrue(prompt.contains("Which action should be executed to accomplish the test goal?"));`
`122`	`122`	`}`
`123`	`123`	`}`