zc

Source/WulaFallenEmpire/EventSystem/AI/AIIntelligenceCore.cs

@@ -248,7 +248,7 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
                 return;
             }
 
-            // 附加选中对象的上下文信息
+            // 附加选中对象的上下文信息
             string messageWithContext = BuildUserMessageWithContext(text);
             _history.Add(("user", messageWithContext));
             PersistHistory();
@@ -317,23 +317,18 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
             _tools.Add(new Tool_SendReinforcement());
             _tools.Add(new Tool_GetColonistStatus());
             _tools.Add(new Tool_GetMapResources());
+            _tools.Add(new Tool_GetAvailablePrefabs());
             _tools.Add(new Tool_GetMapPawns());
             _tools.Add(new Tool_GetRecentNotifications());
             _tools.Add(new Tool_CallBombardment());
             _tools.Add(new Tool_SearchThingDef());
             _tools.Add(new Tool_SearchPawnKind());
+            _tools.Add(new Tool_CallPrefabAirdrop());
             
-            // Agent 工具 - 纯视觉操作 (移除了 GetGameState, DesignateMine, DraftPawn)
+            // Agent 工具 - 保留画面分析截图能力，移除所有模拟操作工具
             if (WulaFallenEmpireMod.settings?.enableVlmFeatures == true)
             {
                 _tools.Add(new Tool_AnalyzeScreen());
-                _tools.Add(new Tool_VisualClick());
-                _tools.Add(new Tool_VisualScroll());
-                _tools.Add(new Tool_VisualTypeText());
-                _tools.Add(new Tool_VisualDrag());
-                _tools.Add(new Tool_VisualHotkey());
-                _tools.Add(new Tool_VisualWait());
-                _tools.Add(new Tool_VisualDeleteText());
             }
         }
 
@@ -482,6 +477,7 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
                   "- send_reinforcement\n" +
                   "- call_bombardment\n" +
                   "- modify_goodwill\n" +
+                  "- call_prefab_airdrop\n" +
                   "If no action is required, output exactly: <no_action/>.\n" +
                   "Query tools exist but are disabled in this phase (not listed here).\n"
                 : string.Empty;
@@ -497,8 +493,8 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
 
             string actionWhitelist = phase == RequestPhase.ActionTools
                 ? "ACTION PHASE VALID TAGS ONLY:\n" +
-                  "<spawn_resources>, <send_reinforcement>, <call_bombardment>, <modify_goodwill>, <visual_click>, <visual_scroll>, <visual_type_text>, <visual_drag>, <visual_hotkey>, <visual_wait>, <visual_delete_text>, <no_action/>\n" +
-                  "INVALID EXAMPLES (do NOT use now): <get_map_resources/>, JSON, Markdown Code Blocks\n"
+                  "<spawn_resources>, <send_reinforcement>, <call_bombardment>, <modify_goodwill>, <call_prefab_airdrop>, <no_action/>\n" +
+                  "INVALID EXAMPLES (do NOT use now): <get_map_resources/>, <analyze_screen/>\n"
                 : string.Empty;
 
             return string.Join("\n\n", new[]
@@ -571,7 +567,7 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
                     "Rules:\n" +
                     "- You MUST NOT write any natural language to the user in this phase.\n" +
                     "- Output XML tool calls only, or exactly: <no_action/>.\n" +
-                    "- ONLY action tools are accepted in this phase (spawn_resources, send_reinforcement, call_bombardment, modify_goodwill, visual_click, visual_scroll, visual_type_text, visual_drag, visual_hotkey, visual_wait, visual_delete_text).\n" +
+                    "- ONLY action tools are accepted in this phase (spawn_resources, send_reinforcement, call_bombardment, modify_goodwill, call_prefab_airdrop).\n" +
                     "- Query tools (get_*/search_*) will be ignored.\n" +
                     "- Prefer action tools (spawn_resources, send_reinforcement, call_bombardment, modify_goodwill).\n" +
                     "- Avoid queries unless absolutely required.\n" +
@@ -643,13 +639,7 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
                    toolName == "send_reinforcement" ||
                    toolName == "call_bombardment" ||
                    toolName == "modify_goodwill" ||
-                   toolName == "visual_click" ||
-                   toolName == "visual_scroll" ||
-                   toolName == "visual_type_text" ||
-                   toolName == "visual_drag" ||
-                   toolName == "visual_hotkey" ||
-                   toolName == "visual_wait" ||
-                   toolName == "visual_delete_text";
+                   toolName == "call_prefab_airdrop";
         }
 
         private static bool IsQueryToolName(string toolName)
@@ -839,15 +829,6 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
             }
         }
 
-        private bool CheckVisualIntent(string message)
-        {
-            if (string.IsNullOrEmpty(message)) return false;
-            string[] keywords = new string[] { 
-                "屏幕", "画面", "截图", "看", "找", "显示", // CN
-                "screen", "screenshot", "image", "view", "look", "see", "find", "visual", "scan" // EN
-            };
-            return keywords.Any(k => message.IndexOf(k, StringComparison.OrdinalIgnoreCase) >= 0);
-        }
         private async Task RunPhasedRequestAsync()
         {
             if (_isThinking) return;
@@ -880,7 +861,7 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
                 if (settings.enableVlmFeatures && settings.showThinkingProcess)
                 {
                     // Optional: We can still say "Analyzing data link..."
-                    AddAssistantMessage("<i>[P.I.A] 正在分析数据链路...</i>");
+                    AddAssistantMessage("<i>[P.I.A] 正在分析数据链路...</i>");
                 }
 
                 var queryPhase = RequestPhase.QueryTools;
@@ -914,7 +895,7 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
                     base64Image = queryResult.CapturedImage;
                     if (settings.showThinkingProcess)
                     {
-                         AddAssistantMessage("<i>[P.I.A] 视觉传感器已激活，图像已捕获...</i>");
+                         AddAssistantMessage("<i>[P.I.A] 视觉传感器已激活，图像已捕获...</i>");
                     }
                 }
 
@@ -965,7 +946,7 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
 
                 if (settings.showThinkingProcess)
                 {
-                    AddAssistantMessage("<i>[P.I.A] 正在计算最优战术方案...</i>");
+                    AddAssistantMessage("<i>[P.I.A] 正在计算最优战术方案...</i>");
                 }
 
                 var actionPhase = RequestPhase.ActionTools;
@@ -998,19 +979,14 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
                                             "Preserve the intent of the previous output.\n" +
                                             "If the previous output indicates no action is needed or refuses action, output exactly: <no_action/>.\n" +
                                             "Do NOT invent new actions.\n" +
-                                            "Output VALID XML tool calls only. No natural language, no commentary.\nIf the previous output contains JSON (including JSON code blocks or inline {\"point\": [x,y]}), convert it to XML.\n- For a point coordinate, output: <visual_click><x>...</x><y>...</y></visual_click>.\n- If coordinates are larger than 1 (e.g., 0-1000), normalize by dividing by 1000.\nIgnore any non-XML text.\n" +
-                                            "Allowed tags: <spawn_resources>, <send_reinforcement>, <call_bombardment>, <modify_goodwill>, <visual_click>, <visual_scroll>, <visual_type_text>, <no_action/>.\n" +
+                                            "Output VALID XML tool calls only. No natural language, no commentary.\nIgnore any non-XML text.\n" +
+                                            "Allowed tags: <spawn_resources>, <send_reinforcement>, <call_bombardment>, <modify_goodwill>, <call_prefab_airdrop>, <no_action/>.\n" +
                                             "\nAction tool XML formats:\n" +
                                             "- <spawn_resources><items><item><name>DefName</name><count>Int</count></item></items></spawn_resources>\n" +
                                             "- <send_reinforcement><units>PawnKindDef: Count, ...</units></send_reinforcement>\n" +
                                             "- <call_bombardment><abilityDef>DefName</abilityDef><x>Int</x><z>Int</z></call_bombardment>\n" +
                                             "- <modify_goodwill><amount>Int</amount></modify_goodwill>\n" +
-                                            "- <visual_click><x>Float</x><y>Float</y></visual_click>\n" +
-                                            "- <visual_scroll><delta>Int</delta></visual_scroll>\n" +
-                                            "- <visual_type_text><text>String</text></visual_type_text>\n" +
-                                            "- <visual_drag><start_x>0-1</start_x><start_y>0-1</start_y><end_x>0-1</end_x><end_y>0-1</end_y></visual_drag>\n" +
-                                            "- <visual_hotkey><key>String (e.g. 'enter', 'esc', 'space')</key></visual_hotkey>\n" +
-                                            "- <visual_wait><seconds>Float</seconds></visual_wait>\n" +
+                                            "- <call_prefab_airdrop><prefabDefName>DefName</prefabDefName><x>Int</x><z>Int</z></call_prefab_airdrop>\n" +
                                             "\nPrevious output:\n" + TrimForPrompt(actionResponse, 600);
                     string fixedResponse = await client.GetChatCompletionAsync(fixInstruction, actionContext, maxTokens: 2048, temperature: 0.1f);
                     bool fixedHasXml = !string.IsNullOrEmpty(fixedResponse) && IsXmlToolCall(fixedResponse);
@@ -1073,19 +1049,14 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
                                                         "Preserve the intent of the previous output.\n" +
                                                         "If the previous output indicates no action is needed or refuses action, output exactly: <no_action/>.\n" +
                                                         "Do NOT invent new actions.\n" +
-                                                        "Output VALID XML tool calls only. No natural language, no commentary.\nIf the previous output contains JSON (including JSON code blocks or inline {\"point\": [x,y]}), convert it to XML.\n- For a point coordinate, output: <visual_click><x>...</x><y>...</y></visual_click>.\n- If coordinates are larger than 1 (e.g., 0-1000), normalize by dividing by 1000.\nIgnore any non-XML text.\n" +
-                                                        "Allowed tags: <spawn_resources>, <send_reinforcement>, <call_bombardment>, <modify_goodwill>, <visual_click>, <visual_scroll>, <visual_type_text>, <no_action/>.\n" +
+                                                        "Output VALID XML tool calls only. No natural language, no commentary.\nIgnore any non-XML text.\n" +
+                                                        "Allowed tags: <spawn_resources>, <send_reinforcement>, <call_bombardment>, <modify_goodwill>, <call_prefab_airdrop>, <no_action/>.\n" +
                                                         "\nAction tool XML formats:\n" +
                                                         "- <spawn_resources><items><item><name>DefName</name><count>Int</count></item></items></spawn_resources>\n" +
                                                         "- <send_reinforcement><units>PawnKindDef: Count, ...</units></send_reinforcement>\n" +
                                                         "- <call_bombardment><abilityDef>DefName</abilityDef><x>Int</x><z>Int</z></call_bombardment>\n" +
                                                         "- <modify_goodwill><amount>Int</amount></modify_goodwill>\n" +
-                                                        "- <visual_click><x>Float</x><y>Float</y></visual_click>\n" +
-                                                        "- <visual_scroll><delta>Int</delta></visual_scroll>\n" +
-                                                        "- <visual_type_text><text>String</text></visual_type_text>\n" +
-                                                        "- <visual_drag><start_x>0-1</start_x><start_y>0-1</start_y><end_x>0-1</end_x><end_y>0-1</end_y></visual_drag>\n" +
-                                                        "- <visual_hotkey><key>String</key></visual_hotkey>\n" +
-                                                        "- <visual_wait><seconds>Float</seconds></visual_wait>\n" +
+                                                        "- <call_prefab_airdrop><prefabDefName>DefName</prefabDefName><x>Int</x><z>Int</z></call_prefab_airdrop>\n" +
                                                         "\nPrevious output:\n" + TrimForPrompt(retryActionResponse, 600);
                             string retryFixedResponse = await client.GetChatCompletionAsync(retryFixInstruction, retryActionContext, maxTokens: 2048, temperature: 0.1f);
                             bool retryFixedHasXml = !string.IsNullOrEmpty(retryFixedResponse) && IsXmlToolCall(retryFixedResponse);
@@ -1151,7 +1122,7 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
 
                 if (settings.showThinkingProcess)
                 {
-                    AddAssistantMessage("<i>[P.I.A] 正在汇总战报并建立通讯记录...</i>");
+                    AddAssistantMessage("<i>[P.I.A] 正在汇总战报并建立通讯记录...</i>");
                 }
 
                 // VISUAL CONTEXT FOR REPLY: Pass the image so the AI can describe what it sees.
@@ -1212,52 +1183,6 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
             string guidance = "ToolRunner Guidance: Reply to the player in natural language only. Do NOT output any XML. You may include [EXPR:n] to set expression (n=1-6).";
 
             var matches = Regex.Matches(xml ?? "", @"<([a-zA-Z0-9_]+)(?:>.*?</\1>|/>)", RegexOptions.Singleline);
-            
-            // GEMINI 3 JSON FALLBACK (Restored & Fixed)
-            // If no XML found, try to parse JSON markdown block commonly output by Gemini 3 Flash Preview
-            // Uses a 0-1000 coordinate system typically.
-            if (matches.Count == 0 && (xml ?? "").Contains("```json"))
-            {
-                try 
-                {
-                    var jsonMatch = Regex.Match(xml, @"```json\s*(\[.*?\])\s*```", RegexOptions.Singleline);
-                    if (jsonMatch.Success)
-                    {
-                        string jsonArr = jsonMatch.Groups[1].Value;
-                        // Regex to extract objects with "point" (and optional "action")
-                        // Matches: { "point": [123, 456] }
-                        // Note: In verbatim string @"""", double quotes are escaped as "". Not \".
-                        var pointMatches = Regex.Matches(jsonArr, @"\{.*?\""point\""\s*:\s*\[\s*([\d\.]+)\s*,\s*([\d\.]+)\s*\].*?\}", RegexOptions.Singleline);
-                        
-                        if (pointMatches.Count > 0)
-                        {
-                            StringBuilder synthesizedXml = new StringBuilder();
-                            foreach (Match pm in pointMatches)
-                            {
-                                if (float.TryParse(pm.Groups[1].Value, out float xVal) && float.TryParse(pm.Groups[2].Value, out float yVal))
-                                {
-                                    // Gemini uses 0-1000 scale usually
-                                    if (xVal > 1 || yVal > 1) 
-                                    {
-                                        xVal /= 1000.0f;
-                                        yVal /= 1000.0f;
-                                    }
-                                    synthesizedXml.Append($"<visual_click><x>{xVal}</x><y>{yVal}</y></visual_click>");
-                                }
-                            }
-                            if (synthesizedXml.Length > 0)
-                            {
-                                xml = synthesizedXml.ToString() + "\n" + xml; // Prepend to process downstream
-                                matches = Regex.Matches(xml, @"<([a-zA-Z0-9_]+)(?:>.*?</\1>|/>)", RegexOptions.Singleline);
-                            }
-                        }
-                    }
-                }
-                catch (Exception ex)
-                {
-                    WulaLog.Debug($"[JSON Fallback Error] {ex.Message}");
-                }
-            }
 
             if (matches.Count == 0 || (matches.Count == 1 && matches[0].Groups[1].Value.Equals("no_action", StringComparison.OrdinalIgnoreCase)))
             {

Source/WulaFallenEmpire/EventSystem/AI/Tools/Tool_CallPrefabAirdrop.cs

@@ -0,0 +1,94 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+using RimWorld;
+using UnityEngine;
+using Verse;
+
+namespace WulaFallenEmpire.EventSystem.AI.Tools
+{
+    public class Tool_CallPrefabAirdrop : AITool
+    {
+        public override string Name => "call_prefab_airdrop";
+        public override string Description => "Calls a large prefab building airdrop at the specified coordinates. " +
+                                              "You must specify the prefabDefName (e.g., 'WULA_NewColonyBase') and the coordinates (x, z). " +
+                                              "TIP: Use the 'get_available_prefabs' tool first to see which structures are available. " +
+                                              "The default skyfaller animation is 'WULA_Prefab_Incoming'.";
+        public override string UsageSchema => "<call_prefab_airdrop><prefabDefName>DefName of the prefab</prefabDefName><skyfallerDef>Optional, default is WULA_Prefab_Incoming</skyfallerDef><x>int</x><z>int</z></call_prefab_airdrop>";
+
+        public override string Execute(string args)
+        {
+            try
+            {
+                var parsed = ParseXmlArgs(args);
+
+                if (!parsed.TryGetValue("prefabDefName", out string prefabDefName) || string.IsNullOrWhiteSpace(prefabDefName))
+                {
+                    return "Error: Missing <prefabDefName>. Example: <prefabDefName>WULA_NewColonyBase</prefabDefName>";
+                }
+
+                if (!parsed.TryGetValue("x", out string xStr) || !int.TryParse(xStr, out int x) ||
+                    !parsed.TryGetValue("z", out string zStr) || !int.TryParse(zStr, out int z))
+                {
+                    return "Error: Missing or invalid target coordinates. Provide <x> and <z>.";
+                }
+
+                string skyfallerDefName = parsed.TryGetValue("skyfallerDef", out string sd) && !string.IsNullOrWhiteSpace(sd)
+                    ? sd.Trim()
+                    : "WULA_Prefab_Incoming";
+
+                Map map = Find.CurrentMap;
+                if (map == null) return "Error: No active map.";
+
+                IntVec3 targetCell = new IntVec3(x, 0, z);
+                if (!targetCell.InBounds(map)) return $"Error: Target {targetCell} is out of bounds.";
+
+                // Check if prefab exists
+                PrefabDef prefabDef = DefDatabase<PrefabDef>.GetNamed(prefabDefName, false);
+                if (prefabDef == null)
+                {
+                    return $"Error: PrefabDef '{prefabDefName}' not found.";
+                }
+
+                // Check if skyfaller exists
+                ThingDef skyfallerDef = DefDatabase<ThingDef>.GetNamed(skyfallerDefName, false);
+                if (skyfallerDef == null)
+                {
+                    return $"Error: Skyfaller ThingDef '{skyfallerDefName}' not found.";
+                }
+
+                // Spawning must happen on main thread
+                string resultMessage = $"Success: Scheduled airdrop for '{prefabDefName}' at {targetCell} using {skyfallerDefName}.";
+                
+                // We use a closure to capture the parameters
+                string pDef = prefabDefName;
+                ThingDef sDef = skyfallerDef;
+                IntVec3 cell = targetCell;
+                Map targetMap = map;
+
+                LongEventHandler.ExecuteWhenFinished(() =>
+                {
+                    try
+                    {
+                        var skyfaller = (Skyfaller_PrefabSpawner)SkyfallerMaker.MakeSkyfaller(sDef);
+                        skyfaller.prefabDefName = pDef;
+                        GenSpawn.Spawn(skyfaller, cell, targetMap);
+                        WulaLog.Debug($"[WulaAI] Prefab airdrop spawned: {pDef} at {cell}");
+                    }
+                    catch (Exception ex)
+                    {
+                        WulaLog.Debug($"[WulaAI] Failed to spawn prefab airdrop on main thread: {ex.Message}");
+                    }
+                });
+
+                return resultMessage;
+            }
+            catch (Exception ex)
+            {
+                return $"Error: {ex.Message}";
+            }
+        }
+    }
+}

Source/WulaFallenEmpire/EventSystem/AI/Tools/Tool_GetAvailablePrefabs.cs

@@ -0,0 +1,68 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using RimWorld;
+using Verse;
+
+namespace WulaFallenEmpire.EventSystem.AI.Tools
+{
+    public class Tool_GetAvailablePrefabs : AITool
+    {
+        public override string Name => "get_available_prefabs";
+        public override string Description => "Returns a list of available building prefabs (blueprints) that can be summoned. " +
+                                              "Use this to find the correct 'prefabDefName' for the 'call_prefab_airdrop' tool.";
+        public override string UsageSchema => "<get_available_prefabs/>";
+
+        public override string Execute(string args)
+        {
+            try
+            {
+                var prefabs = DefDatabase<PrefabDef>.AllDefs.ToList();
+                if (prefabs.Count == 0)
+                {
+                    return "No prefabs found in the database.";
+                }
+
+                StringBuilder sb = new StringBuilder();
+                sb.AppendLine($"Found {prefabs.Count} available prefabs:");
+                
+                // Group by prefix to help AI categorize
+                var wulaPrefabs = prefabs.Where(p => p.defName.StartsWith("WULA_", StringComparison.OrdinalIgnoreCase)).ToList();
+                var otherPrefabs = prefabs.Where(p => !p.defName.StartsWith("WULA_", StringComparison.OrdinalIgnoreCase)).ToList();
+
+                if (wulaPrefabs.Count > 0)
+                {
+                    sb.AppendLine("\n[Wula Empire Specialized Prefabs]:");
+                    foreach (var p in wulaPrefabs)
+                    {
+                        string label = !string.IsNullOrEmpty(p.label) ? $" ({p.label})" : "";
+                        sb.AppendLine($"- {p.defName}{label}, Size: {p.size}");
+                    }
+                }
+
+                if (otherPrefabs.Count > 0)
+                {
+                    sb.AppendLine("\n[Generic/Other Prefabs]:");
+                    // Limit generic ones to avoid token bloat
+                    var genericToShow = otherPrefabs.Take(20).ToList();
+                    foreach (var p in genericToShow)
+                    {
+                        string label = !string.IsNullOrEmpty(p.label) ? $" ({p.label})" : "";
+                        sb.AppendLine($"- {p.defName}{label}, Size: {p.size}");
+                    }
+                    if (otherPrefabs.Count > 20)
+                    {
+                        sb.AppendLine($"- ... and {otherPrefabs.Count - 20} more generic prefabs.");
+                    }
+                }
+
+                return sb.ToString();
+            }
+            catch (Exception ex)
+            {
+                return $"Error: {ex.Message}";
+            }
+        }
+    }
+}

Source/WulaFallenEmpire/EventSystem/AI/Tools/Tool_VisualClick.cs

@@ -1,167 +0,0 @@
-using System;
-using System.Threading.Tasks;
-using UnityEngine;
-using WulaFallenEmpire.EventSystem.AI.Agent;
-
-namespace WulaFallenEmpire.EventSystem.AI.Tools
-{
-    /// <summary>
-    /// 视觉点击工具 - 使用 VLM 分析屏幕后模拟鼠标点击
-    /// 适用于原版 API 无法直接操作的 mod UI 元素
-    /// </summary>
-    public class Tool_VisualClick : AITool
-    {
-        public override string Name => "visual_click";
-        
-        public override string Description => 
-            "在指定的屏幕位置执行鼠标点击。坐标使用比例值 (0-1)，(0,0) 是左上角，(1,1) 是右下角。" +
-            "适用于点击无法通过 API 操作的 mod 按钮或 UI 元素。先使用 analyze_screen 获取目标位置分析。";
-        
-        public override string UsageSchema => 
-            "<visual_click><x>0-1之间的X比例</x><y>0-1之间的Y比例</y><right_click>可选，true为右键</right_click></visual_click>";
-        
-        public override Task<string> ExecuteAsync(string args)
-        {
-            try
-            {
-                var argsDict = ParseXmlArgs(args);
-                
-                // 解析 X 坐标
-                if (!argsDict.TryGetValue("x", out string xStr) || !float.TryParse(xStr, out float x))
-                {
-                    return Task.FromResult("Error: 缺少有效的 x 坐标 (0-1之间的比例值)");
-                }
-                
-                // 解析 Y 坐标
-                if (!argsDict.TryGetValue("y", out string yStr) || !float.TryParse(yStr, out float y))
-                {
-                    return Task.FromResult("Error: 缺少有效的 y 坐标 (0-1之间的比例值)");
-                }
-                
-                // 验证范围
-                if (x < 0 || x > 1 || y < 0 || y > 1)
-                {
-                    return Task.FromResult($"Error: 坐标 ({x}, {y}) 超出范围，必须在 0-1 之间");
-                }
-                
-                // 解析右键选项
-                bool rightClick = false;
-                if (argsDict.TryGetValue("right_click", out string rightStr))
-                {
-                    rightClick = rightStr.ToLowerInvariant() == "true" || rightStr == "1";
-                }
-                
-                // 执行点击
-                bool success = Agent.MouseSimulator.ClickAtProportional(x, y, rightClick);
-                
-                if (success)
-                {
-                    string clickType = rightClick ? "右键" : "左键";
-                    int screenX = Mathf.RoundToInt(x * Screen.width);
-                    int screenY = Mathf.RoundToInt(y * Screen.height);
-                    
-                    WulaLog.Debug($"[Tool_VisualClick] {clickType}点击 ({x:F3}, {y:F3}) -> 屏幕 ({screenX}, {screenY})");
-                    return Task.FromResult($"Success: 已在屏幕位置 ({screenX}, {screenY}) 执行{clickType}点击");
-                }
-                else
-                {
-                    return Task.FromResult("Error: 点击操作失败");
-                }
-            }
-            catch (Exception ex)
-            {
-                WulaLog.Debug($"[Tool_VisualClick] Error: {ex}");
-                return Task.FromResult($"Error: 点击操作失败 - {ex.Message}");
-            }
-        }
-    }
-    
-    /// <summary>
-    /// 视觉输入文本工具 - 在当前焦点位置输入文本
-    /// </summary>
-    public class Tool_VisualTypeText : AITool
-    {
-        public override string Name => "visual_type_text";
-        
-        public override string Description => 
-            "在当前焦点位置输入文本。适用于需要文本输入的对话框或输入框。应先用 visual_click 点击输入框获取焦点。";
-        
-        public override string UsageSchema => 
-            "<visual_type_text><text>要输入的文本</text></visual_type_text>";
-        
-        public override Task<string> ExecuteAsync(string args)
-        {
-            try
-            {
-                var argsDict = ParseXmlArgs(args);
-                
-                if (!argsDict.TryGetValue("text", out string text) || string.IsNullOrEmpty(text))
-                {
-                    return Task.FromResult("Error: 缺少要输入的文本");
-                }
-                
-                // 获取当前鼠标位置
-                var pos = MouseSimulator.GetCurrentPosition();
-                
-                float propX = Mathf.Clamp01((float)pos.x / Screen.width);
-                float propY = Mathf.Clamp01((float)pos.y / Screen.height);
-                
-                WulaLog.Debug($"[VisualTypeText] Current Pos: ({pos.x}, {pos.y}) -> Proportional: ({propX:F3}, {propY:F3})");
-                
-                return Task.FromResult(VisualInteractionTools.TypeText(propX, propY, text));
-            }
-            catch (Exception ex)
-            {
-                WulaLog.Debug($"[Tool_VisualTypeText] Error: {ex}");
-                return Task.FromResult($"Error: 输入文本失败 - {ex.Message}");
-            }
-        }
-    }
-    
-    /// <summary>
-    /// 视觉滚动工具 - 在当前位置滚动鼠标滚轮
-    /// </summary>
-    public class Tool_VisualScroll : AITool
-    {
-        public override string Name => "visual_scroll";
-        
-        public override string Description => 
-            "在当前鼠标位置滚动。可选先移动到指定位置再滚动。delta 正数向上滚动，负数向下滚动。";
-        
-        public override string UsageSchema => 
-            "<visual_scroll><delta>滚动量，正数向上负数向下</delta><x>可选，0-1 X坐标</x><y>可选，0-1 Y坐标</y></visual_scroll>";
-        
-        public override Task<string> ExecuteAsync(string args)
-        {
-            try
-            {
-                var argsDict = ParseXmlArgs(args);
-                
-                if (!argsDict.TryGetValue("delta", out string deltaStr) || !int.TryParse(deltaStr, out int delta))
-                {
-                    return Task.FromResult("Error: 缺少有效的 delta 值");
-                }
-                
-                // 可选：先移动到指定位置
-                if (argsDict.TryGetValue("x", out string xStr) && argsDict.TryGetValue("y", out string yStr))
-                {
-                    if (float.TryParse(xStr, out float x) && float.TryParse(yStr, out float y))
-                    {
-                        Agent.MouseSimulator.MoveToProportional(x, y);
-                        System.Threading.Thread.Sleep(10);
-                    }
-                }
-                
-                Agent.MouseSimulator.Scroll(delta);
-                
-                string direction = delta > 0 ? "向上" : "向下";
-                return Task.FromResult($"Success: 已{direction}滚动 {Math.Abs(delta)} 单位");
-            }
-            catch (Exception ex)
-            {
-                WulaLog.Debug($"[Tool_VisualScroll] Error: {ex}");
-                return Task.FromResult($"Error: 滚动操作失败 - {ex.Message}");
-            }
-        }
-    }
-}

Source/WulaFallenEmpire/EventSystem/AI/Tools/Tool_VisualUtils.cs

@@ -1,130 +0,0 @@
-using System;
-using System.Collections.Generic;
-using System.Threading.Tasks;
-using UnityEngine;
-using WulaFallenEmpire.EventSystem.AI.Agent;
-
-namespace WulaFallenEmpire.EventSystem.AI.Tools
-{
-    public abstract class VisualToolBase : AITool
-    {
-        protected bool GetFloat(Dictionary<string, string> dict, string key, out float result)
-        {
-            result = 0f;
-            if (dict.TryGetValue(key, out string val) && float.TryParse(val, out result))
-                return true;
-            return false;
-        }
-
-        public abstract override Task<string> ExecuteAsync(string args);
-    }
-
-    /// <summary>
-    /// 视觉拖拽工具
-    /// </summary>
-    public class Tool_VisualDrag : VisualToolBase
-    {
-        public override string Name => "visual_drag";
-        public override string Description => "从起始坐标拖拽到结束坐标。适用于框选单位、拖动滑块或地图。";
-        public override string UsageSchema => "<visual_drag><start_x>0-1</start_x><start_y>0-1</start_y><end_x>0-1</end_x><end_y>0-1</end_y><duration>秒(默认0.5)</duration></visual_drag>";
-
-        public override Task<string> ExecuteAsync(string args)
-        {
-            try
-            {
-                var dict = ParseXmlArgs(args);
-                if (!GetFloat(dict, "start_x", out float sx) || !GetFloat(dict, "start_y", out float sy) ||
-                    !GetFloat(dict, "end_x", out float ex) || !GetFloat(dict, "end_y", out float ey))
-                    return Task.FromResult("Error: 缺少有效的坐标参数 (0-1)");
-                
-                float duration = 0.5f;
-                if (GetFloat(dict, "duration", out float d)) duration = d;
-
-                return Task.FromResult(VisualInteractionTools.MouseDrag(sx, sy, ex, ey, duration));
-            }
-            catch (Exception ex) { return Task.FromResult($"Error: {ex.Message}"); }
-        }
-    }
-
-    /// <summary>
-    /// 视觉快捷键工具 (通用)
-    /// </summary>
-    public class Tool_VisualHotkey : VisualToolBase
-    {
-        public override string Name => "visual_hotkey";
-        public override string Description => "在指定位置点击（可选）并按下快捷键。支持组合键如 'ctrl+c', 'alt+f4', 单键如 'enter', 'esc', 'r', 'space'。";
-        public override string UsageSchema => "<visual_hotkey><key>快捷键</key><x>可选</x><y>可选</y></visual_hotkey>";
-
-        public override Task<string> ExecuteAsync(string args)
-        {
-            try
-            {
-                var dict = ParseXmlArgs(args);
-                string key = dict.ContainsKey("key") ? dict["key"] : "";
-                if (string.IsNullOrEmpty(key)) return Task.FromResult("Error: 缺少 key 参数");
-
-                // 如果提供了坐标，先点击
-                if (GetFloat(dict, "x", out float x) && GetFloat(dict, "y", out float y))
-                {
-                    return Task.FromResult(VisualInteractionTools.PressHotkey(x, y, key));
-                }
-                else
-                {
-                    // 在当前位置直接按键
-                    var pos = MouseSimulator.GetCurrentPosition();
-                    float propX = Mathf.Clamp01((float)pos.x / Screen.width);
-                    float propY = Mathf.Clamp01(1.0f - ((float)pos.y / Screen.height));
-                    return Task.FromResult(VisualInteractionTools.PressHotkey(propX, propY, key));
-                }
-            }
-            catch (Exception ex) { return Task.FromResult($"Error: {ex.Message}"); }
-        }
-    }
-
-    /// <summary>
-    /// 视觉等待工具
-    /// </summary>
-    public class Tool_VisualWait : VisualToolBase
-    {
-        public override string Name => "visual_wait";
-        public override string Description => "等待指定时间。用于等待UI动画或加载。";
-        public override string UsageSchema => "<visual_wait><seconds>秒数</seconds></visual_wait>";
-
-        public override Task<string> ExecuteAsync(string args)
-        {
-            try
-            {
-                var dict = ParseXmlArgs(args);
-                if (!GetFloat(dict, "seconds", out float seconds)) return Task.FromResult("Error: 缺少 seconds 参数");
-                return Task.FromResult(VisualInteractionTools.Wait(seconds));
-            }
-            catch (Exception ex) { return Task.FromResult($"Error: {ex.Message}"); }
-        }
-    }
-
-    /// <summary>
-    /// 视觉删除文本工具
-    /// </summary>
-    public class Tool_VisualDeleteText : VisualToolBase
-    {
-        public override string Name => "visual_delete_text";
-        public override string Description => "点击指定位置并按 Backspace 删除指定数量的字符。用于清空输入框。";
-        public override string UsageSchema => "<visual_delete_text><x>0-1</x><y>0-1</y><count>字符数(默认1)</count></visual_delete_text>";
-
-        public override Task<string> ExecuteAsync(string args)
-        {
-            try
-            {
-                var dict = ParseXmlArgs(args);
-                if (!GetFloat(dict, "x", out float x) || !GetFloat(dict, "y", out float y))
-                    return Task.FromResult("Error: 缺少有效的坐标参数");
-                
-                int count = 1;
-                if (dict.TryGetValue("count", out string cStr) && int.TryParse(cStr, out int c)) count = c;
-
-                return Task.FromResult(VisualInteractionTools.DeleteText(x, y, count));
-            }
-            catch (Exception ex) { return Task.FromResult($"Error: {ex.Message}"); }
-        }
-    }
-}