zc

.gitignore

@@ -47,3 +47,4 @@ gemini-websocket-proxy/
 Tools/dark-server/dark-server.js
 Tools/rimworld_cpt_data.jsonl
 Tools/mem0-1.0.0/
+Tools/thenextagent-1

Source/WulaFallenEmpire/EventSystem/AI/DebugActions_WulaLink.cs

@@ -0,0 +1,27 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using Verse;
+using RimWorld;
+using LudeonTK;
+using WulaFallenEmpire.EventSystem.AI.UI;
+
+namespace WulaFallenEmpire.EventSystem.AI
+{
+    public static class DebugActions_WulaLink
+    {
+        [DebugAction("WulaLink", "Open WulaLink UI", actionType = DebugActionType.Action, allowedGameStates = AllowedGameStates.Playing)]
+        public static void OpenWulaLink()
+        {
+            // Find a suitable event def or create a generic one
+            EventDef def = DefDatabase<EventDef>.AllDefs.FirstOrDefault();
+            if (def == null)
+            {
+                Messages.Message("No EventDef found to initialize WulaLink.", MessageTypeDefOf.RejectInput, false);
+                return;
+            }
+
+            Find.WindowStack.Add(new Overlay_WulaLink(def));
+        }
+    }
+}

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

@@ -1,6 +1,6 @@
 using System;
 using Verse;
-using WulaFallenEmpire.EventSystem.AI.UI;
+using WulaFallenEmpire.EventSystem.AI;
 
 namespace WulaFallenEmpire.EventSystem.AI.Tools
 {
@@ -21,13 +21,13 @@ namespace WulaFallenEmpire.EventSystem.AI.Tools
                 {
                     if (int.TryParse(idStr, out id))
                     {
-                        var window = Dialog_AIConversation.Instance ?? Find.WindowStack.WindowOfType<Dialog_AIConversation>();
+                        var core = AIIntelligenceCore.Instance;
-                        if (window != null)
+                        if (core != null)
                         {
-                            window.SetPortrait(id);
+                            core.SetPortrait(id);
                             return $"Expression changed to {id}.";
                         }
-                        return "Error: Dialog window not found.";
+                        return "Error: AI Core not found.";
                     }
                     return "Error: Invalid arguments. 'expression_id' must be an integer.";
                 }

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

@@ -6,7 +6,7 @@ using System.Reflection;
 using System.Text;
 using Verse;
 using System.Text.RegularExpressions;
-using WulaFallenEmpire.EventSystem.AI.UI;
+using WulaFallenEmpire.EventSystem.AI;
 
 namespace WulaFallenEmpire.EventSystem.AI.Tools
 {
@@ -110,10 +110,10 @@ namespace WulaFallenEmpire.EventSystem.AI.Tools
 
         private static string BuildToolHistory(int maxCount)
         {
-            var window = Dialog_AIConversation.Instance ?? Find.WindowStack.WindowOfType<Dialog_AIConversation>();
+            var core = AIIntelligenceCore.Instance;
-            if (window == null) return "AI Tool History: none found.";
+            if (core == null) return "AI Tool History: none found.";
 
-            var history = window.GetHistorySnapshot();
+            var history = core.GetHistorySnapshot();
             if (history == null || history.Count == 0) return "AI Tool History: none found.";
 
             var entries = new List<(string ToolXml, string ToolResult)>();
@@ -310,3 +310,4 @@ namespace WulaFallenEmpire.EventSystem.AI.Tools
         }
     }
 }
+

Source/WulaFallenEmpire/EventSystem/AI/UI/Dialog_AIConversation.cs

@@ -1,4 +1,4 @@
-using System;
+using System;
 using System.Collections.Generic;
 using System.Globalization;
 using System.Linq;
@@ -7,7 +7,6 @@ using System.Threading.Tasks;
 using RimWorld;
 using UnityEngine;
 using Verse;
-using WulaFallenEmpire.EventSystem.AI;
 using WulaFallenEmpire.EventSystem.AI.Tools;
 using System.Text.RegularExpressions;
 
@@ -45,13 +44,6 @@ namespace WulaFallenEmpire.EventSystem.AI.UI
         private const int DefaultMaxHistoryTokens = 100000;
         private const int CharsPerToken = 4;
         private const int ThinkingPhaseTotal = 3;
-        private const int MemorySearchLimit = 6;
-        private const int MemoryFactMaxChars = 200;
-        private const int MemoryPromptMaxChars = 1600;
-        private const int MemoryUpdateMaxMemories = 40;
-        private string _memoryContextCache = "";
-        private string _memoryContextQuery = "";
-        private bool _memoryExtractionInFlight = false;
 
         private enum RequestPhase
         {
@@ -67,20 +59,6 @@ namespace WulaFallenEmpire.EventSystem.AI.UI
             public bool AnyActionError;
         }
 
-        private struct MemoryFact
-        {
-            public string Text;
-            public string Category;
-        }
-
-        private struct MemoryUpdate
-        {
-            public string Event;
-            public string Id;
-            public string Text;
-            public string Category;
-        }
-
         private void SetThinkingPhase(int phaseIndex, bool isRetry)
         {
             _thinkingPhaseIndex = Math.Max(1, Math.Min(ThinkingPhaseTotal, phaseIndex));
@@ -256,14 +234,9 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
             // Use XML persona if available, otherwise default
             string persona = !string.IsNullOrEmpty(def.aiSystemInstruction) ? def.aiSystemInstruction : DefaultPersona;
             
-            string memoryContext = _memoryContextCache;
-            string personaWithMemory = string.IsNullOrWhiteSpace(memoryContext)
-                ? persona
-                : persona + "\n\n" + memoryContext;
-
             string fullInstruction = toolsEnabled
-                ? (personaWithMemory + "\n" + ToolRulesInstruction + "\n" + toolsForThisPhase)
+                ? (persona + "\n" + ToolRulesInstruction + "\n" + toolsForThisPhase)
-                : personaWithMemory;
+                : persona;
 
             string language = LanguageDatabase.activeLanguage.FriendlyNameNative;
             var eventVarManager = Find.World.GetComponent<EventVariableManager>();
@@ -521,542 +494,6 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
             return context;
         }
 
-        private void PrepareMemoryContext()
-        {
-            string lastUserMessage = _history.LastOrDefault(entry => string.Equals(entry.role, "user", StringComparison.OrdinalIgnoreCase)).message;
-            if (string.IsNullOrWhiteSpace(lastUserMessage))
-            {
-                _memoryContextCache = "";
-                _memoryContextQuery = "";
-                return;
-            }
-
-            _memoryContextQuery = lastUserMessage;
-            _memoryContextCache = BuildMemoryContext(lastUserMessage);
-        }
-
-        private string BuildMemoryContext(string userQuery)
-        {
-            if (string.IsNullOrWhiteSpace(userQuery)) return "";
-
-            var memoryManager = Find.World?.GetComponent<AIMemoryManager>();
-            if (memoryManager == null) return "";
-
-            var memories = memoryManager.SearchMemories(userQuery, MemorySearchLimit);
-            if (memories == null || memories.Count == 0) return "";
-
-            StringBuilder sb = new StringBuilder();
-            sb.AppendLine("# MEMORY (Relevant Facts)");
-            foreach (var memory in memories)
-            {
-                if (memory == null || string.IsNullOrWhiteSpace(memory.Fact)) continue;
-                string category = string.IsNullOrWhiteSpace(memory.Category) ? "misc" : memory.Category.Trim();
-                string fact = TrimMemoryFact(memory.Fact, MemoryFactMaxChars);
-                if (string.IsNullOrWhiteSpace(fact)) continue;
-                sb.AppendLine($"- [{category}] {fact}");
-            }
-
-            return sb.ToString().TrimEnd();
-        }
-
-        private static string TrimMemoryFact(string fact, int maxChars)
-        {
-            if (string.IsNullOrWhiteSpace(fact)) return "";
-            string trimmed = fact.Trim();
-            if (trimmed.Length <= maxChars) return trimmed;
-            return trimmed.Substring(0, maxChars) + "...";
-        }
-
-        private string BuildMemoryExtractionConversation()
-        {
-            if (_history == null || _history.Count == 0) return "";
-
-            const int maxTurns = 6;
-            var lines = new List<string>();
-
-            for (int i = _history.Count - 1; i >= 0 && lines.Count < maxTurns; i--)
-            {
-                var entry = _history[i];
-                if (!string.Equals(entry.role, "user", StringComparison.OrdinalIgnoreCase) &&
-                    !string.Equals(entry.role, "assistant", StringComparison.OrdinalIgnoreCase))
-                {
-                    continue;
-                }
-
-                string content = entry.role == "assistant"
-                    ? ParseResponseForDisplay(entry.message)
-                    : entry.message;
-
-                if (string.IsNullOrWhiteSpace(content)) continue;
-
-                lines.Add($"{entry.role}: {content.Trim()}");
-            }
-
-            lines.Reverse();
-            string snippet = string.Join("\n", lines);
-            return TrimForPrompt(snippet, MemoryPromptMaxChars);
-        }
-
-        private async Task ExtractAndUpdateMemoriesAsync()
-        {
-            if (_memoryExtractionInFlight) return;
-            _memoryExtractionInFlight = true;
-            try
-            {
-                var world = Find.World;
-                if (world == null) return;
-
-                var memoryManager = world.GetComponent<AIMemoryManager>();
-                if (memoryManager == null) return;
-
-                string conversation = BuildMemoryExtractionConversation();
-                if (string.IsNullOrWhiteSpace(conversation)) return;
-
-                var settings = WulaFallenEmpire.WulaFallenEmpireMod.settings;
-                if (settings == null) return;
-
-                var client = new SimpleAIClient(settings.apiKey, settings.baseUrl, settings.model);
-                string extractPrompt = MemoryPrompts.BuildFactExtractionPrompt(conversation);
-                string extractResponse = await client.GetChatCompletionAsync(extractPrompt, new List<(string role, string message)>(), maxTokens: 256, temperature: 0.2f);
-                if (string.IsNullOrWhiteSpace(extractResponse)) return;
-
-                List<MemoryFact> facts = ParseFactsResponse(extractResponse);
-                if (facts.Count == 0) return;
-
-                var existing = memoryManager.GetAllMemories()
-                    .OrderByDescending(m => m.UpdatedTicks)
-                    .ThenByDescending(m => m.CreatedTicks)
-                    .Take(MemoryUpdateMaxMemories)
-                    .ToList();
-
-                if (existing.Count == 0)
-                {
-                    AddFactsToMemory(memoryManager, facts);
-                    return;
-                }
-
-                string existingJson = BuildMemoriesJson(existing);
-                string factsJson = BuildFactsJson(facts);
-                string updatePrompt = MemoryPrompts.BuildMemoryUpdatePrompt(existingJson, factsJson);
-                string updateResponse = await client.GetChatCompletionAsync(updatePrompt, new List<(string role, string message)>(), maxTokens: 256, temperature: 0.2f);
-                if (string.IsNullOrWhiteSpace(updateResponse))
-                {
-                    AddFactsToMemory(memoryManager, facts);
-                    return;
-                }
-
-                List<MemoryUpdate> updates = ParseMemoryUpdateResponse(updateResponse);
-                if (updates.Count == 0)
-                {
-                    AddFactsToMemory(memoryManager, facts);
-                    return;
-                }
-
-                ApplyMemoryUpdates(memoryManager, updates, facts);
-            }
-            catch (Exception ex)
-            {
-                WulaLog.Debug($"[WulaAI] Memory extraction failed: {ex}");
-            }
-            finally
-            {
-                _memoryExtractionInFlight = false;
-            }
-        }
-
-        private static void AddFactsToMemory(AIMemoryManager memoryManager, List<MemoryFact> facts)
-        {
-            if (memoryManager == null || facts == null) return;
-
-            foreach (var fact in facts)
-            {
-                if (string.IsNullOrWhiteSpace(fact.Text)) continue;
-                memoryManager.AddMemory(fact.Text, fact.Category);
-            }
-        }
-
-        private static void ApplyMemoryUpdates(AIMemoryManager memoryManager, List<MemoryUpdate> updates, List<MemoryFact> fallbackFacts)
-        {
-            if (memoryManager == null || updates == null) return;
-
-            bool applied = false;
-            bool anyDecision = false;
-            foreach (var update in updates)
-            {
-                if (string.IsNullOrWhiteSpace(update.Event)) continue;
-
-                switch (update.Event.Trim().ToUpperInvariant())
-                {
-                    case "ADD":
-                        anyDecision = true;
-                        if (!string.IsNullOrWhiteSpace(update.Text))
-                        {
-                            memoryManager.AddMemory(update.Text, update.Category);
-                            applied = true;
-                        }
-                        break;
-                    case "UPDATE":
-                        anyDecision = true;
-                        if (!string.IsNullOrWhiteSpace(update.Id))
-                        {
-                            if (memoryManager.UpdateMemory(update.Id, update.Text, update.Category))
-                            {
-                                applied = true;
-                            }
-                            else if (!string.IsNullOrWhiteSpace(update.Text))
-                            {
-                                memoryManager.AddMemory(update.Text, update.Category);
-                                applied = true;
-                            }
-                        }
-                        else if (!string.IsNullOrWhiteSpace(update.Text))
-                        {
-                            memoryManager.AddMemory(update.Text, update.Category);
-                            applied = true;
-                        }
-                        break;
-                    case "DELETE":
-                        anyDecision = true;
-                        if (!string.IsNullOrWhiteSpace(update.Id) && memoryManager.DeleteMemory(update.Id))
-                        {
-                            applied = true;
-                        }
-                        break;
-                    case "NONE":
-                        anyDecision = true;
-                        break;
-                }
-            }
-
-            if (!applied && !anyDecision)
-            {
-                AddFactsToMemory(memoryManager, fallbackFacts);
-            }
-        }
-
-        private static string BuildMemoriesJson(List<AIMemoryEntry> memories)
-        {
-            if (memories == null || memories.Count == 0) return "[]";
-
-            StringBuilder sb = new StringBuilder();
-            sb.Append("[");
-            bool first = true;
-            foreach (var memory in memories)
-            {
-                if (memory == null || string.IsNullOrWhiteSpace(memory.Fact)) continue;
-                if (!first) sb.Append(",");
-                first = false;
-                sb.Append("{");
-                sb.Append("\"id\":\"").Append(EscapeJson(memory.Id)).Append("\",");
-                sb.Append("\"text\":\"").Append(EscapeJson(memory.Fact)).Append("\",");
-                sb.Append("\"category\":\"").Append(EscapeJson(memory.Category)).Append("\"");
-                sb.Append("}");
-            }
-            sb.Append("]");
-            return sb.ToString();
-        }
-
-        private static string BuildFactsJson(List<MemoryFact> facts)
-        {
-            if (facts == null || facts.Count == 0) return "[]";
-
-            StringBuilder sb = new StringBuilder();
-            sb.Append("[");
-            bool first = true;
-            foreach (var fact in facts)
-            {
-                if (string.IsNullOrWhiteSpace(fact.Text)) continue;
-                if (!first) sb.Append(",");
-                first = false;
-                sb.Append("{");
-                sb.Append("\"text\":\"").Append(EscapeJson(fact.Text)).Append("\",");
-                sb.Append("\"category\":\"").Append(EscapeJson(fact.Category)).Append("\"");
-                sb.Append("}");
-            }
-            sb.Append("]");
-            return sb.ToString();
-        }
-
-        private static List<MemoryFact> ParseFactsResponse(string response)
-        {
-            var facts = new List<MemoryFact>();
-            string array = TryExtractJsonArray(response, "facts");
-            if (string.IsNullOrWhiteSpace(array)) return facts;
-
-            var objects = ExtractJsonObjects(array);
-            if (objects.Count > 0)
-            {
-                foreach (string obj in objects)
-                {
-                    var dict = SimpleJsonParser.Parse(obj);
-                    if (dict == null || dict.Count == 0) continue;
-
-                    string text = GetDictionaryValue(dict, "text") ?? GetDictionaryValue(dict, "fact");
-                    if (string.IsNullOrWhiteSpace(text)) continue;
-
-                    string category = NormalizeMemoryCategory(GetDictionaryValue(dict, "category"));
-                    facts.Add(new MemoryFact { Text = text.Trim(), Category = category });
-                }
-            }
-            else
-            {
-                foreach (string item in SplitJsonArrayValues(array))
-                {
-                    if (string.IsNullOrWhiteSpace(item)) continue;
-                    facts.Add(new MemoryFact { Text = item.Trim(), Category = "misc" });
-                }
-            }
-
-            var deduped = new List<MemoryFact>();
-            var seen = new HashSet<string>(StringComparer.OrdinalIgnoreCase);
-            foreach (var fact in facts)
-            {
-                string hash = AIMemoryEntry.ComputeHash(fact.Text);
-                if (string.IsNullOrWhiteSpace(hash) || !seen.Add(hash)) continue;
-                deduped.Add(fact);
-            }
-
-            return deduped;
-        }
-
-        private static List<MemoryUpdate> ParseMemoryUpdateResponse(string response)
-        {
-            var updates = new List<MemoryUpdate>();
-            string array = TryExtractJsonArray(response, "memory") ?? TryExtractJsonArray(response, "memories");
-            if (string.IsNullOrWhiteSpace(array)) return updates;
-
-            foreach (string obj in ExtractJsonObjects(array))
-            {
-                var dict = SimpleJsonParser.Parse(obj);
-                if (dict == null || dict.Count == 0) continue;
-
-                string evt = GetDictionaryValue(dict, "event") ?? GetDictionaryValue(dict, "action");
-                if (string.IsNullOrWhiteSpace(evt)) continue;
-
-                updates.Add(new MemoryUpdate
-                {
-                    Event = evt.Trim().ToUpperInvariant(),
-                    Id = GetDictionaryValue(dict, "id"),
-                    Text = GetDictionaryValue(dict, "text") ?? GetDictionaryValue(dict, "fact"),
-                    Category = NormalizeMemoryCategory(GetDictionaryValue(dict, "category"))
-                });
-            }
-
-            return updates;
-        }
-
-        private static string NormalizeMemoryCategory(string category)
-        {
-            if (string.IsNullOrWhiteSpace(category)) return "misc";
-            string normalized = category.Trim().ToLowerInvariant();
-            switch (normalized)
-            {
-                case "preference":
-                case "personal":
-                case "plan":
-                case "colony":
-                case "misc":
-                    return normalized;
-                default:
-                    return "misc";
-            }
-        }
-
-        private static string TryExtractJsonArray(string json, string key)
-        {
-            if (string.IsNullOrWhiteSpace(json) || string.IsNullOrWhiteSpace(key)) return null;
-
-            string keyPattern = $"\"{key}\"";
-            int keyIndex = json.IndexOf(keyPattern, StringComparison.OrdinalIgnoreCase);
-            if (keyIndex == -1) return null;
-
-            int arrayStart = json.IndexOf('[', keyIndex);
-            if (arrayStart == -1) return null;
-
-            int arrayEnd = FindMatchingBracket(json, arrayStart);
-            if (arrayEnd == -1) return null;
-
-            return json.Substring(arrayStart + 1, arrayEnd - arrayStart - 1);
-        }
-
-        private static List<string> ExtractJsonObjects(string arrayContent)
-        {
-            var objects = new List<string>();
-            if (string.IsNullOrWhiteSpace(arrayContent)) return objects;
-
-            int depth = 0;
-            int start = -1;
-            bool inString = false;
-            bool escaped = false;
-
-            for (int i = 0; i < arrayContent.Length; i++)
-            {
-                char c = arrayContent[i];
-                if (inString)
-                {
-                    if (escaped)
-                    {
-                        escaped = false;
-                        continue;
-                    }
-                    if (c == '\\')
-                    {
-                        escaped = true;
-                        continue;
-                    }
-                    if (c == '"')
-                    {
-                        inString = false;
-                    }
-                    continue;
-                }
-
-                if (c == '"')
-                {
-                    inString = true;
-                    continue;
-                }
-
-                if (c == '{')
-                {
-                    if (depth == 0) start = i;
-                    depth++;
-                    continue;
-                }
-                if (c == '}')
-                {
-                    depth--;
-                    if (depth == 0 && start >= 0)
-                    {
-                        objects.Add(arrayContent.Substring(start, i - start + 1));
-                        start = -1;
-                    }
-                }
-            }
-
-            return objects;
-        }
-
-        private static List<string> SplitJsonArrayValues(string arrayContent)
-        {
-            var items = new List<string>();
-            if (string.IsNullOrWhiteSpace(arrayContent)) return items;
-
-            bool inString = false;
-            bool escaped = false;
-            int start = 0;
-
-            for (int i = 0; i < arrayContent.Length; i++)
-            {
-                char c = arrayContent[i];
-                if (inString)
-                {
-                    if (escaped)
-                    {
-                        escaped = false;
-                    }
-                    else if (c == '\\')
-                    {
-                        escaped = true;
-                    }
-                    else if (c == '"')
-                    {
-                        inString = false;
-                    }
-                    continue;
-                }
-
-                if (c == '"')
-                {
-                    inString = true;
-                    continue;
-                }
-
-                if (c == ',')
-                {
-                    string part = arrayContent.Substring(start, i - start);
-                    items.Add(UnescapeJsonString(part.Trim().Trim('"')));
-                    start = i + 1;
-                }
-            }
-
-            if (start < arrayContent.Length)
-            {
-                string part = arrayContent.Substring(start);
-                items.Add(UnescapeJsonString(part.Trim().Trim('"')));
-            }
-
-            return items;
-        }
-
-        private static string UnescapeJsonString(string value)
-        {
-            if (string.IsNullOrEmpty(value)) return "";
-            return value.Replace("\\r", "\r").Replace("\\n", "\n").Replace("\\\"", "\"").Replace("\\\\", "\\");
-        }
-
-        private static string GetDictionaryValue(Dictionary<string, string> dict, string key)
-        {
-            if (dict == null || string.IsNullOrWhiteSpace(key)) return null;
-            return dict.TryGetValue(key, out string value) ? value : null;
-        }
-
-        private static string EscapeJson(string value)
-        {
-            if (string.IsNullOrEmpty(value)) return "";
-            return value.Replace("\\", "\\\\").Replace("\"", "\\\"").Replace("\n", "\\n").Replace("\r", "\\r");
-        }
-
-        private static int FindMatchingBracket(string json, int startIndex)
-        {
-            int depth = 0;
-            bool inString = false;
-            bool escaped = false;
-
-            for (int i = startIndex; i < json.Length; i++)
-            {
-                char c = json[i];
-                if (inString)
-                {
-                    if (escaped)
-                    {
-                        escaped = false;
-                        continue;
-                    }
-                    if (c == '\\')
-                    {
-                        escaped = true;
-                        continue;
-                    }
-                    if (c == '"')
-                    {
-                        inString = false;
-                    }
-                    continue;
-                }
-
-                if (c == '"')
-                {
-                    inString = true;
-                    continue;
-                }
-
-                if (c == '[')
-                {
-                    depth++;
-                    continue;
-                }
-
-                if (c == ']')
-                {
-                    depth--;
-                    if (depth == 0) return i;
-                }
-            }
-
-            return -1;
-        }
-
         private async Task RunPhasedRequestAsync()
         {
             if (_isThinking) return;
@@ -1081,7 +518,6 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
 
             try
             {
-                PrepareMemoryContext();
                 CompressHistoryIfNeeded();
 
                 var settings = WulaFallenEmpireMod.settings;
@@ -1365,7 +801,6 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
                 }
 
                 ParseResponse(reply);
-                _ = ExtractAndUpdateMemoriesAsync();
             }
             catch (Exception ex)
             {
@@ -2082,8 +1517,6 @@ You are 'The Legion', a super AI of the Wula Empire. Your personality is authori
                 _inputText = "";
 
                 _history.Clear();
-                _memoryContextCache = "";
-                _memoryContextQuery = "";
                 try
                 {
                     var historyManager = Find.World?.GetComponent<AIHistoryManager>();

Source/WulaFallenEmpire/EventSystem/AI/UI/Overlay_WulaLink.cs

@@ -0,0 +1,549 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using UnityEngine;
+using Verse;
+using RimWorld;
+using WulaFallenEmpire.EventSystem.AI;
+
+namespace WulaFallenEmpire.EventSystem.AI.UI
+{
+    public class Overlay_WulaLink : Window
+    {
+        // Core Connection
+        private AIIntelligenceCore _core;
+        private string _eventDefName;
+        private EventDef _def;
+
+        // UI State
+        private Vector2 _scrollPosition = Vector2.zero;
+        private string _inputText = "";
+        private bool _scrollToBottom = true;
+
+        
+        // HUD / Minimized State
+        private bool _isMinimized = false;
+        private int _unreadCount = 0;
+        private Vector2 _expandedSize;
+        private Vector2 _minimizedSize = new Vector2(220f, 80f);
+        
+        // Layout Constants
+        private const float HeaderHeight = 50f;
+        private const float FooterHeight = 50f;
+        private const float AvatarSize = 40f;
+        private const float BubblePadding = 10f;
+        private const float MessageSpacing = 15f;
+        private const float MaxBubbleWidthRatio = 0.75f;
+
+        public Overlay_WulaLink(EventDef def)
+        {
+            this._def = def;
+            this._eventDefName = def.defName;
+            
+            // Window Properties (Floating, Non-Modal)
+            this.layer = WindowLayer.GameUI; 
+            this.forcePause = false;
+            this.absorbInputAroundWindow = false;
+            this.closeOnClickedOutside = false;
+            this.doWindowBackground = false; // We draw our own
+            this.drawShadow = true;
+            this.draggable = true;
+            this.resizeable = true;
+            this.preventCameraMotion = false;
+            
+            // Initial Size (Phone-like)
+            _expandedSize = new Vector2(380f, 600f);
+        }
+
+        public override Vector2 InitialSize => _isMinimized ? _minimizedSize : _expandedSize;
+
+        public void ToggleMinimize()
+        {
+            _isMinimized = !_isMinimized;
+            _unreadCount = 0; // Reset on toggle? Or only on expand? Let's say expand.
+            
+            if (_isMinimized)
+            {
+                // Save current position if needed, or just snap to right edge
+                windowRect.width = _minimizedSize.x;
+                windowRect.height = _minimizedSize.y;
+                windowRect.x = Verse.UI.screenWidth - _minimizedSize.x - 20f;
+                windowRect.y = Verse.UI.screenHeight / 2f;
+            }
+            else
+            {
+                windowRect.width = _expandedSize.x;
+                windowRect.height = _expandedSize.y;
+            }
+        }
+        
+        public void Expand()
+        {
+            if (_isMinimized) ToggleMinimize();
+            // Ensure window is on screen
+            if (windowRect.x > Verse.UI.screenWidth - 100f)
+            {
+                windowRect.x = Verse.UI.screenWidth - _expandedSize.x - 20f;
+            }
+            Find.WindowStack.Notify_ManuallySetFocus(this);
+        }
+
+        public override void PreOpen()
+        {
+            base.PreOpen();
+            // Connect to Core
+            _core = Find.World.GetComponent<AIIntelligenceCore>();
+            if (_core != null)
+            {
+                _core.InitializeConversation(_eventDefName);
+                _core.OnMessageReceived += OnMessageReceived;
+                _core.OnThinkingStateChanged += OnThinkingStateChanged;
+                _core.OnExpressionChanged += OnExpressionChanged;
+            }
+        }
+
+        public override void PostClose()
+        {
+            base.PostClose();
+            if (_core != null)
+            {
+                _core.OnMessageReceived -= OnMessageReceived;
+                _core.OnThinkingStateChanged -= OnThinkingStateChanged;
+                _core.OnExpressionChanged -= OnExpressionChanged;
+            }
+        }
+
+        private void OnMessageReceived(string msg)
+        {
+            _scrollToBottom = true;
+            if (_isMinimized)
+            {
+                _unreadCount++;
+                // Spawn Notification Bubble
+                Find.WindowStack.Add(new Overlay_WulaLink_Notification(msg));
+            }
+        }
+
+        private void OnThinkingStateChanged(bool thinking)
+        {
+            // Trigger repaint or animation update if needed
+        }
+
+        private void OnExpressionChanged(int id)
+        {
+            // Repaint happens next frame
+        }
+
+        public override void DoWindowContents(Rect inRect)
+        {
+            if (_isMinimized)
+            {
+                DrawMinimized(inRect);
+                return;
+            }
+
+            // Draw Main Background (Whole Window)
+            Widgets.DrawBoxSolid(inRect, WulaLinkStyles.BackgroundColor);
+            GUI.color = new Color(0.8f, 0.8f, 0.8f);
+            Widgets.DrawBox(inRect, 1); // Border
+            GUI.color = Color.white;
+
+            // Areas
+            Rect headerRect = new Rect(0, 0, inRect.width, HeaderHeight);
+            Rect footerRect = new Rect(0, inRect.height - FooterHeight, inRect.width, FooterHeight);
+            Rect contextRect = new Rect(0, inRect.height - FooterHeight - 30f, inRect.width, 30f); // Context Bar
+            Rect bodyRect = new Rect(0, HeaderHeight, inRect.width, inRect.height - HeaderHeight - FooterHeight - 30f);
+
+            // Draw Components
+            DrawHeader(headerRect);
+            DrawMessageList(bodyRect);
+            DrawContextBar(contextRect);
+            DrawFooter(footerRect);
+        }
+
+        private void DrawMinimized(Rect rect)
+        {
+            // HUD Capsule Style
+            Widgets.DrawBoxSolid(rect, new Color(0.1f, 0.1f, 0.1f, 0.85f)); // Semi-transparent black
+            GUI.color = WulaLinkStyles.HeaderColor;
+            Widgets.DrawBox(rect, 2); // Thicker colored border
+            GUI.color = Color.white;
+            
+            // Layout
+            Rect titleRect = new Rect(rect.x + 10f, rect.y + 5f, rect.width - 20f, 25f);
+            Rect statusRect = new Rect(rect.x + 10f, rect.yMax - 30f, rect.width - 20f, 25f);
+            
+            // Title
+            Text.Anchor = TextAnchor.MiddleCenter;
+            Text.Font = GameFont.Small;
+            Widgets.Label(titleRect, "WULA LINK");
+            
+            // Status
+            string status = _core.IsThinking ? "Thinking..." : "Standby";
+            Color statusColor = _core.IsThinking ? Color.yellow : Color.green;
+            
+            GUI.color = statusColor;
+            Widgets.Label(statusRect, $"â—?{status}");
+            GUI.color = Color.white;
+
+            // Unread Badge
+            if (_unreadCount > 0)
+            {
+                float badgeSize = 24f;
+                Rect badgeRect = new Rect(rect.xMax - badgeSize - 5f, rect.y - 10f, badgeSize, badgeSize);
+                GUI.color = Color.red;
+                GUI.DrawTexture(badgeRect, BaseContent.WhiteTex); // Circle ideally
+                GUI.color = Color.white;
+                Text.Font = GameFont.Tiny;
+                Text.Anchor = TextAnchor.MiddleCenter;
+                Widgets.Label(badgeRect, _unreadCount.ToString());
+                Text.Font = GameFont.Small;
+            }
+            Text.Anchor = TextAnchor.UpperLeft;
+            
+            // Click to Expand
+            if (Widgets.ButtonInvisible(rect))
+            {
+                ToggleMinimize();
+            }
+        }
+
+        private void DrawContextBar(Rect rect)
+        {
+            // Context Awareness
+            Widgets.DrawBoxSolid(rect, new Color(0.15f, 0.15f, 0.15f, 1f));
+            GUI.color = Color.grey;
+            Widgets.DrawLineHorizontal(rect.x, rect.y, rect.width);
+            
+            string contextInfo = "Context: None";
+            if (Find.Selector.SingleSelectedThing != null)
+            {
+                contextInfo = $"Context: [{Find.Selector.SingleSelectedThing.LabelCap}]";
+            }
+            else if (Find.Selector.SelectedObjects.Count > 1)
+            {
+                contextInfo = $"Context: {Find.Selector.SelectedObjects.Count} objects selected";
+            }
+            
+            Text.Anchor = TextAnchor.MiddleLeft;
+            Text.Font = GameFont.Tiny;
+            Widgets.Label(new Rect(rect.x + 10f, rect.y, rect.width - 20f, rect.height), contextInfo);
+            Text.Anchor = TextAnchor.UpperLeft;
+            GUI.color = Color.white;
+        }
+
+        private void DrawHeader(Rect rect)
+        {
+            // Header BG
+            Widgets.DrawBoxSolid(rect, WulaLinkStyles.HeaderColor);
+            
+            // Title
+            Text.Font = GameFont.Medium;
+            Text.Anchor = TextAnchor.MiddleLeft;
+            GUI.color = Color.white;
+            Rect titleRect = rect;
+            titleRect.x += 10f;
+            Widgets.Label(titleRect, _def.characterName ?? "MomoTalk");
+            
+            // Header Icons (Minimize/Close)
+            Rect closeRect = new Rect(rect.width - 30f, 10f, 20f, 20f);
+            Rect minRect = new Rect(rect.width - 60f, 10f, 20f, 20f);
+            
+            if (Widgets.ButtonText(minRect, "-"))
+            {
+                ToggleMinimize();
+            }
+
+            if (Widgets.ButtonImage(closeRect, Widgets.CheckboxOffTex)) // Use standard X tex
+            {
+                Close();
+            }
+            
+            GUI.color = Color.white;
+            Text.Anchor = TextAnchor.UpperLeft;
+        }
+
+        private void DrawMessageList(Rect rect)
+        {
+            var history = _core?.GetHistorySnapshot();
+            if (history == null) return;
+
+            // Filter out tool messages for cleaner display (only show in DevMode)
+            var displayHistory = new List<(string role, string message)>();
+            foreach (var msg in history)
+            {
+                // Skip tool/toolcall messages entirely in normal mode
+                if ((msg.role == "tool" || msg.role == "toolcall") && !Prefs.DevMode) continue;
+                displayHistory.Add(msg);
+            }
+
+            // Setup ScrollView
+            float contentHeight = 0f;
+            float width = rect.width - 26f; // Scrollbar space (16 + margin)
+            float reducedSpacing = 8f; // Reduced from MessageSpacing (15f) to 8f
+            
+            List<float> heights = new List<float>();
+            foreach (var msg in displayHistory)
+            {
+                float h = CalcMessageHeight(msg.message, width);
+                heights.Add(h);
+                contentHeight += h + reducedSpacing;
+            }
+            
+            if (_core.IsThinking)
+            {
+                contentHeight += 40f; // Space for thinking indicator
+            }
+
+            Rect viewRect = new Rect(0, 0, width, contentHeight);
+            
+            // Handle Auto Scroll
+            if (_scrollToBottom)
+            {
+                _scrollPosition.y = contentHeight - rect.height;
+                _scrollToBottom = false;
+            }
+
+            Widgets.BeginScrollView(rect, ref _scrollPosition, viewRect);
+
+            float curY = 10f;
+            for (int i = 0; i < displayHistory.Count; i++)
+            {
+                var entry = displayHistory[i];
+                float h = heights[i];
+                Rect msgRect = new Rect(0, curY, width, h);
+                
+                if (entry.role == "user")
+                {
+                    DrawSenseiMessage(msgRect, entry.message);
+                }
+                else if (entry.role == "assistant")
+                {
+                    DrawStudentMessage(msgRect, entry.message);
+                }
+                else if (entry.role == "tool" || entry.role == "toolcall")
+                {
+                    // Only shown in DevMode (already filtered above)
+                    DrawSystemMessage(msgRect, $"[Tool] {entry.message}");
+                }
+                else if (entry.role == "system")
+                {
+                    DrawSystemMessage(msgRect, entry.message);
+                }
+
+                curY += h + reducedSpacing;
+            }
+
+            if (_core.IsThinking)
+            {
+                Rect thinkingRect = new Rect(0, curY, width, 30f);
+                DrawThinkingIndicator(thinkingRect);
+            }
+
+            Widgets.EndScrollView();
+        }
+
+        private void DrawFooter(Rect rect)
+        {
+            Widgets.DrawBoxSolid(rect, WulaLinkStyles.InputBarColor);
+            Widgets.DrawLineHorizontal(rect.x, rect.y, rect.width); // Top border
+            
+            float padding = 8f;
+            float btnWidth = 40f;
+            float inputWidth = rect.width - btnWidth - (padding * 3);
+            
+            Rect inputRect = new Rect(rect.x + padding, rect.y + padding, inputWidth, rect.height - (padding * 2));
+            Rect btnRect = new Rect(inputRect.xMax + padding, rect.y + padding, btnWidth, rect.height - (padding * 2));
+
+            // Input Field
+            string nextInput = Widgets.TextField(inputRect, _inputText);
+            if (nextInput != _inputText)
+            {
+                _inputText = nextInput;
+            }
+
+            // Send Button (Simulate Enter key or Click)
+            bool enterPressed = (Event.current.type == EventType.KeyDown && (Event.current.keyCode == KeyCode.Return || Event.current.keyCode == KeyCode.KeypadEnter) && GUI.GetNameOfFocusedControl() == "WulaInput");
+            
+            bool sendClicked = DrawCustomButton(btnRect, ">", !string.IsNullOrWhiteSpace(_inputText));
+            if (sendClicked || enterPressed)
+            {
+                if (!string.IsNullOrWhiteSpace(_inputText))
+                {
+                    bool wasFocused = GUI.GetNameOfFocusedControl() == "WulaInput";
+                    _core.SendUserMessage(_inputText);
+                    _inputText = "";
+                    if (wasFocused) GUI.FocusControl("WulaInput"); 
+                }
+            }
+            
+            // Handle focus for Enter key to work
+            if (Mouse.IsOver(inputRect) && Event.current.type == EventType.MouseDown)
+            {
+                GUI.FocusControl("WulaInput");
+            }
+            GUI.SetNextControlName("WulaInput");
+        }
+
+        // =================================================================================
+        // Message Rendering Helpers
+        // =================================================================================
+        
+        private float CalcMessageHeight(string text, float containerWidth)
+        {
+            float maxBubbleWidth = containerWidth * MaxBubbleWidthRatio;
+            Text.Font = WulaLinkStyles.MessageFont;
+            float textH = Text.CalcHeight(text, maxBubbleWidth - (BubblePadding * 2));
+            return Mathf.Max(textH + (BubblePadding * 2), AvatarSize);
+        }
+
+        private void DrawSenseiMessage(Rect rect, string text)
+        {
+            // Right aligned Blue Bubble
+            float maxBubbleWidth = rect.width * MaxBubbleWidthRatio;
+            Text.Font = WulaLinkStyles.MessageFont;
+            Vector2 textSize = Text.CalcSize(text);
+            float bubbleWidth = Mathf.Min(textSize.x + (BubblePadding * 2), maxBubbleWidth);
+            float bubbleHeight = rect.height;
+            
+            Rect bubbleRect = new Rect(rect.xMax - bubbleWidth - 10f, rect.y, bubbleWidth, bubbleHeight);
+            
+            // Draw Bubble
+            GUI.color = WulaLinkStyles.SenseiBubbleColor;
+            Widgets.DrawBoxSolid(bubbleRect, WulaLinkStyles.SenseiBubbleColor); // Rounded rect ideally
+            GUI.color = Color.white;
+            
+            // Text
+            Rect textRect = bubbleRect.ContractedBy(BubblePadding);
+            GUI.color = WulaLinkStyles.SenseiTextColor;
+            Text.Anchor = TextAnchor.MiddleLeft;
+            Widgets.Label(textRect, text);
+            Text.Anchor = TextAnchor.UpperLeft;
+            GUI.color = Color.white;
+        }
+
+        private void DrawStudentMessage(Rect rect, string text)
+        {
+            // Left aligned White Bubble + Avatar
+            float avatarX = 10f;
+            Rect avatarRect = new Rect(avatarX, rect.y, AvatarSize, AvatarSize);
+            
+            // Avatar
+            int expId = _core?.ExpressionId ?? 1;
+            string portraitPath = _def.portraitPath ?? $"Wula/Events/Portraits/WULA_Legion_{expId}";
+            if (expId > 1 && _def.portraitPath == null) // If using default Legion set
+            {
+                portraitPath = $"Wula/Events/Portraits/WULA_Legion_{expId}";
+            }
+            
+            Texture2D portrait = ContentFinder<Texture2D>.Get(portraitPath, false);
+            if (portrait != null)
+            {
+                GUI.DrawTexture(avatarRect, portrait); // Needs circle mask ideally
+            }
+            else
+            {
+                Widgets.DrawBoxSolid(avatarRect, Color.gray);
+            }
+
+            float maxBubbleWidth = rect.width * MaxBubbleWidthRatio;
+            float bubbleX = avatarRect.xMax + 10f;
+            
+            Text.Font = WulaLinkStyles.MessageFont;
+            Vector2 textSize = Text.CalcSize(text);
+            float bubbleWidth = Mathf.Min(textSize.x + (BubblePadding * 2), maxBubbleWidth);
+            float bubbleHeight = rect.height; // Height was pre-calculated
+            
+            Rect bubbleRect = new Rect(bubbleX, rect.y, bubbleWidth, bubbleHeight);
+
+            // Draw Bubble
+            GUI.color = WulaLinkStyles.StudentStrokeColor;
+            Widgets.DrawBox(bubbleRect, 1);
+            GUI.color = WulaLinkStyles.StudentBubbleColor;
+            Widgets.DrawBoxSolid(bubbleRect, WulaLinkStyles.StudentBubbleColor);
+            GUI.color = Color.white;
+
+            // Text
+            Rect textRect = bubbleRect.ContractedBy(BubblePadding);
+            GUI.color = WulaLinkStyles.StudentTextColor;
+            Text.Anchor = TextAnchor.MiddleLeft;
+            Widgets.Label(textRect, text);
+            Text.Anchor = TextAnchor.UpperLeft;
+            GUI.color = Color.white;
+        }
+
+        private void DrawSystemMessage(Rect rect, string text)
+        {
+            // Centered gray text or Pink box
+            if (text.Contains("[Tool]")) return; // Skip logic log in main view if needed, but here we draw minimal
+            
+            GUI.color = Color.gray;
+            Text.Font = GameFont.Tiny;
+            Text.Anchor = TextAnchor.MiddleCenter;
+            Widgets.Label(rect, text);
+            Text.Anchor = TextAnchor.UpperLeft;
+            GUI.color = Color.white;
+        }
+
+        private void DrawThinkingIndicator(Rect rect)
+        {
+            Text.Anchor = TextAnchor.MiddleLeft;
+            GUI.color = Color.gray;
+            Rect iconRect = new Rect(rect.x + 60f, rect.y, 24f, 24f); 
+            Rect labelRect = new Rect(iconRect.xMax + 5f, rect.y, 200f, 24f);
+            
+            // Draw a simple box as thinking indicator if TexUI is missing
+            Widgets.DrawBoxSolid(iconRect, Color.gray);
+            Widgets.Label(labelRect, "P.I.A is thinking...");
+            
+            Text.Anchor = TextAnchor.UpperLeft;
+            GUI.color = Color.white;
+        }
+
+        private bool DrawCustomButton(Rect rect, string label, bool isEnabled)
+        {
+            bool isMouseOver = Mouse.IsOver(rect);
+            Color originalColor = GUI.color;
+            TextAnchor originalAnchor = Text.Anchor;
+            GameFont originalFont = Text.Font;
+
+            Color buttonColor;
+            Color textColor;
+            if (!isEnabled)
+            {
+                buttonColor = Dialog_CustomDisplay.CustomButtonDisabledColor;
+                textColor = Dialog_CustomDisplay.CustomButtonTextDisabledColor;
+            }
+            else if (isMouseOver)
+            {
+                buttonColor = Dialog_CustomDisplay.CustomButtonHoverColor;
+                textColor = Dialog_CustomDisplay.CustomButtonTextHoverColor;
+            }
+            else
+            {
+                buttonColor = Dialog_CustomDisplay.CustomButtonNormalColor;
+                textColor = Dialog_CustomDisplay.CustomButtonTextNormalColor;
+            }
+
+            GUI.color = buttonColor;
+            Widgets.DrawBoxSolid(rect, buttonColor);
+            Widgets.DrawBox(rect, 1);
+
+            GUI.color = textColor;
+            Text.Anchor = TextAnchor.MiddleCenter;
+            Text.Font = GameFont.Tiny;
+            Widgets.Label(rect.ContractedBy(4f), label);
+
+            GUI.color = originalColor;
+            Text.Anchor = originalAnchor;
+            Text.Font = originalFont;
+
+            if (!isEnabled)
+            {
+                return false;
+            }
+
+            return Widgets.ButtonInvisible(rect);
+        }
+    }
+}

Source/WulaFallenEmpire/EventSystem/AI/UI/Overlay_WulaLink_Notification.cs

@@ -0,0 +1,96 @@
+using System;
+using UnityEngine;
+using Verse;
+using RimWorld;
+using WulaFallenEmpire.EventSystem.AI;
+
+namespace WulaFallenEmpire.EventSystem.AI.UI
+{
+    public class Overlay_WulaLink_Notification : Window
+    {
+        private string _message;
+        private int _tickCreated;
+        private const int DisplayTicks = 300; // 5 seconds
+
+        public override Vector2 InitialSize => new Vector2(300f, 80f);
+
+        public Overlay_WulaLink_Notification(string message)
+        {
+            _message = message;
+            _tickCreated = Find.TickManager.TicksGame;
+
+            // Transient properties
+            this.layer = WindowLayer.Super; // Topmost
+            this.closeOnClickedOutside = false;
+            this.forcePause = false;
+            this.absorbInputAroundWindow = false;
+            this.doWindowBackground = false; // Custom bg
+            this.drawShadow = false;
+        }
+
+        public override void DoWindowContents(Rect inRect)
+        {
+            // Auto Close after time
+            if (Find.TickManager.TicksGame > _tickCreated + DisplayTicks)
+            {
+                Close();
+                return;
+            }
+
+            // Draw HUD Notification Style
+            Widgets.DrawBoxSolid(inRect, new Color(0.1f, 0.1f, 0.1f, 0.9f));
+            GUI.color = WulaLinkStyles.SystemAccentColor;
+            Widgets.DrawBox(inRect, 1);
+            GUI.color = Color.white;
+
+            Rect iconRect = new Rect(10f, 10f, 30f, 30f);
+            Rect titleRect = new Rect(50f, 10f, 200f, 20f);
+            Rect textRect = new Rect(50f, 30f, 240f, 40f);
+
+            // Icon (Warning / Info)
+            Widgets.DrawBoxSolid(iconRect, WulaLinkStyles.SystemAccentColor);
+            GUI.color = Color.black;
+            Text.Anchor = TextAnchor.MiddleCenter;
+            Text.Font = GameFont.Medium;
+            Widgets.Label(iconRect, "!");
+            GUI.color = Color.white;
+
+            // Title
+            Text.Anchor = TextAnchor.UpperLeft;
+            Text.Font = GameFont.Tiny;
+            GUI.color = Color.yellow;
+            Widgets.Label(titleRect, "WULA LINK :: NEW ALERT");
+            GUI.color = Color.white;
+
+            // Text
+            Text.Font = GameFont.Small;
+            string truncated = _message.Length > 40 ? _message.Substring(0, 38) + "..." : _message;
+            Widgets.Label(textRect, truncated);
+
+            // Click to Open/Expand
+            if (Widgets.ButtonInvisible(inRect))
+            {
+                OpenWulaLink();
+                Close();
+            }
+        }
+
+        public void OpenWulaLink()
+        {
+            // Find existing or open new
+            var existing = Find.WindowStack.WindowOfType<Overlay_WulaLink>();
+            if (existing != null)
+            {
+                existing.Expand();
+                Find.WindowStack.Notify_ManuallySetFocus(existing);
+            }
+            else
+            {
+                 // Create new if not exists
+                 var core = AIIntelligenceCore.Instance;
+                 // Without EventDef we can't easily open. 
+                 // Assuming notification implies active core state.
+            }
+        }
+    }
+}

Source/WulaFallenEmpire/EventSystem/AI/UI/WulaLinkStyles.cs

@@ -0,0 +1,53 @@
+using System;
+using UnityEngine;
+using Verse;
+
+namespace WulaFallenEmpire.EventSystem.AI.UI
+{
+    [StaticConstructorOnStartup]
+    public static class WulaLinkStyles
+    {
+        // =================================================================================
+        // Colors
+        // =================================================================================
+        
+        // Background Colors - Semi-transparent red theme
+        public static readonly Color BackgroundColor = new Color(0.2f, 0.05f, 0.05f, 0.85f);
+        public static readonly Color HeaderColor = new Color(0.5f, 0.2f, 0.2f, 1f);
+        public static readonly Color InputBarColor = new Color(0.16f, 0.08f, 0.08f, 0.95f);
+        public static readonly Color SystemAccentColor = new Color(0.6f, 0.2f, 0.2f, 1f);
+        
+        // Message Bubble Colors - Matching Dialog_CustomDisplay button style
+        public static readonly Color SenseiBubbleColor = new Color(0.5f, 0.2f, 0.2f, 1f);
+        public static readonly Color StudentBubbleColor = new Color(0.15f, 0.15f, 0.2f, 0.9f);
+        public static readonly Color StudentStrokeColor = new Color(0.6f, 0.3f, 0.3f, 1f);
+        
+        // Text Colors
+        public static readonly Color TextColor = new Color32(220, 220, 220, 255);
+        public static readonly Color SenseiTextColor = new Color32(240, 240, 240, 255);
+        public static readonly Color StudentTextColor = new Color32(230, 230, 230, 255);
+        public static readonly Color InputBorderColor = new Color32(60, 60, 60, 255);
+        
+        // =================================================================================
+        // Fonts
+        // =================================================================================
+        public static GameFont MessageFont = GameFont.Small;
+        public static GameFont HeaderFont = GameFont.Medium;
+        
+        // =================================================================================
+        // Textures
+        // =================================================================================
+        public static readonly Texture2D TexCircleMask;
+        public static readonly Texture2D TexSendIcon;
+        public static readonly Texture2D TexPaperClip;
+        public static readonly Texture2D TexWhite;
+        
+        static WulaLinkStyles()
+        {
+            TexCircleMask = ContentFinder<Texture2D>.Get("Base/UI/WulaLink/CircleMask", false);
+            TexSendIcon = ContentFinder<Texture2D>.Get("Base/UI/WulaLink/Send", false);
+            TexPaperClip = ContentFinder<Texture2D>.Get("Base/UI/WulaLink/Clip", false);
+            TexWhite = SolidColorMaterials.NewSolidColorTexture(Color.white);
+        }
+    }
+}

Source/WulaFallenEmpire/EventSystem/Effect/Effect_OpenAIConversation.cs

@@ -22,7 +22,16 @@ namespace WulaFallenEmpire
             EventDef eventDef = DefDatabase<EventDef>.GetNamed(defName, false);
             if (eventDef != null)
             {
-                Find.WindowStack.Add(new Dialog_AIConversation(eventDef));
+                var existing = Find.WindowStack.WindowOfType<Overlay_WulaLink>();
+                if (existing != null)
+                {
+                    existing.Expand();
+                    Find.WindowStack.Notify_ManuallySetFocus(existing);
+                }
+                else
+                {
+                    Find.WindowStack.Add(new Overlay_WulaLink(eventDef));
+                }
             }
             else
             {

Source/WulaFallenEmpire/build_log.txt

@@ -0,0 +1,29 @@
+  ?????????????????
+  ??????????????????????????????????
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\UI\Overlay_WulaLink.cs(69,32): error CS0234: ????????ulaFallenEmpire.EventSystem.AI.UI??????????????????????creenWidth????????????????) [C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\UI\Overlay_WulaLink.cs(70,32): error CS0234: ????????ulaFallenEmpire.EventSystem.AI.UI??????????????????????creenHeight????????????????) [C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\UI\Overlay_WulaLink.cs(83,32): error CS0234: ????????ulaFallenEmpire.EventSystem.AI.UI??????????????????????creenWidth????????????????) [C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\UI\Overlay_WulaLink.cs(85,32): error CS0234: ????????ulaFallenEmpire.EventSystem.AI.UI??????????????????????creenWidth????????????????) [C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\UI\Overlay_WulaLink.cs(87,13): error CS0103: ???????????????????ringToFront??[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\AIIntelligenceCore.cs(334,50): warning CS1998: ???????????"await" ??????????????????????????? "await" ??????????????API ???????????"await Task.Run(...)" ?????????????????? CPU ???????[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\AIIntelligenceCore.cs(98,24): warning CS0414: ?????IIntelligenceCore._memoryContextQuery???????????????????????[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\AIIntelligenceCore.cs(90,22): warning CS0414: ?????IIntelligenceCore._actionRetryUsed???????????????????????[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\UI\Dialog_AIConversation.cs(20,21): warning CS0414: ?????ialog_AIConversation._currentPortraitId???????????????????????[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\UI\Overlay_WulaLink.cs(21,23): warning CS0414: ?????verlay_WulaLink._lastMessageHeight???????????????????????[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+
+????????
+
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\AIIntelligenceCore.cs(334,50): warning CS1998: ???????????"await" ??????????????????????????? "await" ??????????????API ???????????"await Task.Run(...)" ?????????????????? CPU ???????[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\AIIntelligenceCore.cs(98,24): warning CS0414: ?????IIntelligenceCore._memoryContextQuery???????????????????????[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\AIIntelligenceCore.cs(90,22): warning CS0414: ?????IIntelligenceCore._actionRetryUsed???????????????????????[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\UI\Dialog_AIConversation.cs(20,21): warning CS0414: ?????ialog_AIConversation._currentPortraitId???????????????????????[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\UI\Overlay_WulaLink.cs(21,23): warning CS0414: ?????verlay_WulaLink._lastMessageHeight???????????????????????[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\UI\Overlay_WulaLink.cs(69,32): error CS0234: ????????ulaFallenEmpire.EventSystem.AI.UI??????????????????????creenWidth????????????????) [C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\UI\Overlay_WulaLink.cs(70,32): error CS0234: ????????ulaFallenEmpire.EventSystem.AI.UI??????????????????????creenHeight????????????????) [C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\UI\Overlay_WulaLink.cs(83,32): error CS0234: ????????ulaFallenEmpire.EventSystem.AI.UI??????????????????????creenWidth????????????????) [C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\UI\Overlay_WulaLink.cs(85,32): error CS0234: ????????ulaFallenEmpire.EventSystem.AI.UI??????????????????????creenWidth????????????????) [C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\UI\Overlay_WulaLink.cs(87,13): error CS0103: ???????????????????ringToFront??[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+    5 ?????
+    5 ?????
+
+?????? 00:00:00.41

Source/WulaFallenEmpire/trace.txt

@@ -0,0 +1,23 @@
+  姝ｅ湪纭畾瑕佽繕鍘熺殑椤圭洰鈥?
+  鏃犲彲鎵ц鎿嶄綔銆傛寚瀹氱殑椤圭洰鍧囦笉鍖呭惈鍙繕鍘熺殑鍖呫€?
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\AIIntelligenceCore.cs(323,50): warning CS1998: 姝ゅ紓姝ユ柟娉曠己灏?"await" 杩愮畻绗︼紝灏嗕互鍚屾鏂瑰紡杩愯銆傝鑰冭檻浣跨敤 "await" 杩愮畻绗︾瓑寰呴潪闃绘鐨?API 璋冪敤锛屾垨鑰呬娇鐢?"await Task.Run(...)" 鍦ㄥ悗鍙扮嚎绋嬩笂鎵ц鍗犵敤澶ч噺 CPU 鐨勫伐浣溿€?[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\Tools\Tool_GetRecentNotifications.cs(116,34): error CS1061: 鈥淒ialog_AIConversation鈥濇湭鍖呭惈鈥淕etHistorySnapshot鈥濈殑瀹氫箟锛屽苟涓旀壘涓嶅埌鍙帴鍙楃涓€涓€淒ialog_AIConversation鈥濈被鍨嬪弬鏁扮殑鍙闂墿灞曟柟娉曗€淕etHistorySnapshot鈥?鏄惁缂哄皯 using 鎸囦护鎴栫▼搴忛泦寮曠敤?) [C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\Tools\Tool_GetRecentNotifications.cs(117,36): error CS0019: 杩愮畻绗︹€?=鈥濇棤娉曞簲鐢ㄤ簬鈥滄柟娉曠粍鈥濆拰鈥渋nt鈥濈被鍨嬬殑鎿嶄綔鏁?[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\Tools\Tool_GetRecentNotifications.cs(120,26): error CS0019: 杩愮畻绗︹€?鈥濇棤娉曞簲鐢ㄤ簬鈥滄柟娉曠粍鈥濆拰鈥渋nt鈥濈被鍨嬬殑鎿嶄綔鏁?[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\UI\Overlay_WulaLink.cs(21,23): warning CS0414: 瀛楁鈥淥verlay_WulaLink._lastMessageHeight鈥濆凡琚祴鍊硷紝浣嗕粠鏈娇鐢ㄨ繃瀹冪殑鍊?[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\AIIntelligenceCore.cs(79,22): warning CS0414: 瀛楁鈥淎IIntelligenceCore._actionRetryUsed鈥濆凡琚祴鍊硷紝浣嗕粠鏈娇鐢ㄨ繃瀹冪殑鍊?[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\AIIntelligenceCore.cs(87,24): warning CS0414: 瀛楁鈥淎IIntelligenceCore._memoryContextQuery鈥濆凡琚祴鍊硷紝浣嗕粠鏈娇鐢ㄨ繃瀹冪殑鍊?[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+
+鐢熸垚澶辫触銆?
+
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\AIIntelligenceCore.cs(323,50): warning CS1998: 姝ゅ紓姝ユ柟娉曠己灏?"await" 杩愮畻绗︼紝灏嗕互鍚屾鏂瑰紡杩愯銆傝鑰冭檻浣跨敤 "await" 杩愮畻绗︾瓑寰呴潪闃绘鐨?API 璋冪敤锛屾垨鑰呬娇鐢?"await Task.Run(...)" 鍦ㄥ悗鍙扮嚎绋嬩笂鎵ц鍗犵敤澶ч噺 CPU 鐨勫伐浣溿€?[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\UI\Overlay_WulaLink.cs(21,23): warning CS0414: 瀛楁鈥淥verlay_WulaLink._lastMessageHeight鈥濆凡琚祴鍊硷紝浣嗕粠鏈娇鐢ㄨ繃瀹冪殑鍊?[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\AIIntelligenceCore.cs(79,22): warning CS0414: 瀛楁鈥淎IIntelligenceCore._actionRetryUsed鈥濆凡琚祴鍊硷紝浣嗕粠鏈娇鐢ㄨ繃瀹冪殑鍊?[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\AIIntelligenceCore.cs(87,24): warning CS0414: 瀛楁鈥淎IIntelligenceCore._memoryContextQuery鈥濆凡琚祴鍊硷紝浣嗕粠鏈娇鐢ㄨ繃瀹冪殑鍊?[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\Tools\Tool_GetRecentNotifications.cs(116,34): error CS1061: 鈥淒ialog_AIConversation鈥濇湭鍖呭惈鈥淕etHistorySnapshot鈥濈殑瀹氫箟锛屽苟涓旀壘涓嶅埌鍙帴鍙楃涓€涓€淒ialog_AIConversation鈥濈被鍨嬪弬鏁扮殑鍙闂墿灞曟柟娉曗€淕etHistorySnapshot鈥?鏄惁缂哄皯 using 鎸囦护鎴栫▼搴忛泦寮曠敤?) [C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\Tools\Tool_GetRecentNotifications.cs(117,36): error CS0019: 杩愮畻绗︹€?=鈥濇棤娉曞簲鐢ㄤ簬鈥滄柟娉曠粍鈥濆拰鈥渋nt鈥濈被鍨嬬殑鎿嶄綔鏁?[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\EventSystem\AI\Tools\Tool_GetRecentNotifications.cs(120,26): error CS0019: 杩愮畻绗︹€?鈥濇棤娉曞簲鐢ㄤ簬鈥滄柟娉曠粍鈥濆拰鈥渋nt鈥濈被鍨嬬殑鎿嶄綔鏁?[C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj]
+    4 涓鍛?
+    3 涓敊璇?
+
+宸茬敤鏃堕棿 00:00:00.48

Tools/task.md.resolved

@@ -0,0 +1,150 @@
+# WulaLink UI 修复任务 - Codex 交接文档
+
+## 项目概述
+RimWorld Mod: [WulaFallenEmpire](file:///C:/Steam/steamapps/common/RimWorld/Mods/3516260226/Source/WulaFallenEmpire)
+目标: 实现 MomoTalk 风格的悬浮 AI 聊天 UI (WulaLink)，同时确保原有大 UI 不被破坏。
+
+## 关键文件路径
+```
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\
+├── EventSystem\
+│   ├── Dialog_CustomDisplay.cs          # 基类，包含正确的按钮样式和布局逻辑
+│   └── AI\
+│       ├── AIIntelligenceCore.cs         # AI 核心逻辑 (WorldComponent) - 已完成
+│       ├── DebugActions_WulaLink.cs      # Debug 入口
+│       └── UI\
+│           ├── Dialog_AIConversation.cs  # 大 UI - 需要修复布局
+│           ├── Overlay_WulaLink.cs       # 小悬浮框 - 需要修复样式
+│           ├── Overlay_WulaLink_Notification.cs  # 通知弹窗 - 已完成
+│           └── WulaLinkStyles.cs         # 样式定义 - 需要调整颜色
+```
+
+---
+
+## 问题 1: 大 UI (Dialog_AIConversation) 布局损坏
+
+### 现状
+[Dialog_AIConversation](file:///C:/Steam/steamapps/common/RimWorld/Mods/3516260226/Source/WulaFallenEmpire/EventSystem/AI/UI/Dialog_AIConversation.cs#108-133) 继承自 [Dialog_CustomDisplay](file:///C:/Steam/steamapps/common/RimWorld/Mods/3516260226/Source/WulaFallenEmpire/EventSystem/Dialog_CustomDisplay.cs#10-668)，但 [DoWindowContents](file:///C:/Steam/steamapps/common/RimWorld/Mods/3516260226/Source/WulaFallenEmpire/EventSystem/AI/UI/Dialog_AIConversation.cs#1177-1328) 被完全重写，丢失了原有的沉浸式布局。
+
+### 期望效果 (参考用户截图)
+- 左侧: 大尺寸立绘 (占据约 60% 窗口)
+- 右下: 半透明暗红色面板，包含:
+  - 标题 "「军团」,P.I.A"
+  - 描述文本区域
+  - 底部按钮 "打开通讯频道" (使用 [DrawCustomButton](file:///C:/Steam/steamapps/common/RimWorld/Mods/3516260226/Source/WulaFallenEmpire/EventSystem/Dialog_CustomDisplay.cs#388-449) 样式)
+- 点击按钮后进入聊天模式 (显示对话历史)
+
+### 修复方案
+恢复 `base.DoWindowContents(inRect)` 的调用，或手动复制 `Dialog_CustomDisplay.DoWindowContents` 的布局逻辑。
+
+关键代码参考 ([Dialog_CustomDisplay.cs](file:///C:/Steam/steamapps/common/RimWorld/Mods/3516260226/Source/WulaFallenEmpire/EventSystem/Dialog_CustomDisplay.cs) 第 144-280 行):
+```csharp
+// 1. 绘制背景
+if (background != null) GUI.DrawTexture(inRect, background, ScaleMode.StretchToFill);
+
+// 2. 立绘 (Config.showPortrait)
+Rect portraitRect = Config.GetScaledRect(Config.portraitSize, inRect);
+
+// 3. 标题 (Config.showLabel)
+Rect labelRect = Config.GetScaledRect(Config.labelSize, inRect);
+
+// 4. 描述 (Config.showDescriptions)
+Rect descriptionRect = Config.GetScaledRect(Config.descriptionsSize, inRect);
+
+// 5. 选项按钮 (Config.showOptions)
+Rect optionsRect = Config.GetScaledRect(Config.optionsListSize, inRect);
+```
+
+---
+
+## 问题 2: 小悬浮框 (Overlay_WulaLink) 样式问题
+
+### 2.1 背景颜色错误
+**现状**: 使用纯黑背景 `new Color(10, 10, 12, 255)`
+**期望**: 半透明暗红色，与大 UI 一致
+
+修改 [WulaLinkStyles.cs](file:///C:/Steam/steamapps/common/RimWorld/Mods/3516260226/Source/WulaFallenEmpire/EventSystem/AI/UI/WulaLinkStyles.cs):
+```csharp
+// 修改前
+public static readonly Color BackgroundColor = new Color32(10, 10, 12, 255);
+
+// 修改后
+public static readonly Color BackgroundColor = new Color(0.2f, 0.05f, 0.05f, 0.85f); // 半透明暗红
+```
+
+### 2.2 消息间距过大
+**原因**: `role == "tool"` 的消息也被渲染，占用空间但不显示内容。
+
+修改 [Overlay_WulaLink.cs](file:///C:/Steam/steamapps/common/RimWorld/Mods/3516260226/Source/WulaFallenEmpire/EventSystem/AI/UI/Overlay_WulaLink.cs) 的 [DrawMessageList](file:///C:/Steam/steamapps/common/RimWorld/Mods/3516260226/Source/WulaFallenEmpire/EventSystem/AI/UI/Overlay_WulaLink.cs#265-344) 方法:
+```csharp
+// 在 foreach 循环中添加过滤
+foreach (var msg in history)
+{
+    // 跳过工具调用消息
+    if (msg.role == "tool") continue;
+    
+    // ... 其余渲染逻辑
+}
+```
+
+### 2.3 气泡无圆角
+**问题**: RimWorld 原生 `Widgets.DrawBoxSolid` 不支持圆角。
+**方案**: 
+- 方案 A: 使用 9-slice 圆角贴图 (`Textures/UI/BubbleRounded.png`)
+- 方案 B: 接受直角，但添加边框使其更精致
+
+### 2.4 头像无圆形处理
+**方案**: 使用圆形遮罩贴图覆盖在头像上，或创建 `Textures/UI/AvatarMask.png`
+
+### 2.5 按钮样式不一致
+**现状**: 使用默认 `Widgets.ButtonText`
+**期望**: 使用 `Dialog_CustomDisplay.DrawCustomButton` 样式
+
+修改 [Overlay_WulaLink.cs](file:///C:/Steam/steamapps/common/RimWorld/Mods/3516260226/Source/WulaFallenEmpire/EventSystem/AI/UI/Overlay_WulaLink.cs) 的 [DrawFooter](file:///C:/Steam/steamapps/common/RimWorld/Mods/3516260226/Source/WulaFallenEmpire/EventSystem/AI/UI/Overlay_WulaLink.cs#345-385):
+```csharp
+// 修改前
+if (Widgets.ButtonText(btnRect, ">"))
+
+// 修改后 (需要静态化或复制 DrawCustomButton 方法)
+DrawCustomButton(btnRect, ">", isEnabled: true);
+```
+
+---
+
+## 问题 3: 样式统一 (WulaLinkStyles.cs)
+
+需要调整以下颜色以匹配大 UI 的"军团"风格:
+```csharp
+// Header: 深红色，与大 UI 标题栏一致
+public static readonly Color HeaderColor = new Color(0.5f, 0.15f, 0.15f, 1f);
+
+// 背景: 半透明暗红
+public static readonly Color BackgroundColor = new Color(0.2f, 0.05f, 0.05f, 0.85f);
+
+// AI 气泡: 深灰带红色边框
+public static readonly Color StudentBubbleColor = new Color(0.15f, 0.12f, 0.12f, 1f);
+public static readonly Color StudentStrokeColor = new Color(0.6f, 0.2f, 0.2f, 1f);
+
+// 玩家气泡: 暗红色
+public static readonly Color SenseiBubbleColor = new Color(0.4f, 0.15f, 0.15f, 1f);
+```
+
+---
+
+## 验证清单
+- [ ] 大 UI 显示正确的立绘、标题、描述和按钮布局
+- [ ] 小悬浮框背景为半透明暗红色
+- [ ] 消息之间无多余空白
+- [ ] 按钮使用暗红色自定义样式
+- [ ] (可选) 气泡有圆角
+- [ ] (可选) 头像为圆形
+
+## 编译命令
+```powershell
+dotnet build C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj
+```
+
+## 测试入口
+1. 启动 RimWorld，加载存档
+2. 打开 Debug Actions Menu
+3. 搜索 "WulaLink" 并点击 "Open WulaLink UI"

Tools/task_handoff.md

@@ -0,0 +1,140 @@
+# WulaLink 任务交接文档
+
+## 当前状态：需要创建 AIIntelligenceCore.cs
+
+### 背景
+WulaLink 是一个 RimWorld Mod 中的 AI 对话系统，包含两个 UI：
+1. **大 UI** (`Dialog_AIConversation`) - 全屏对话窗口
+2. **小 UI** (`Overlay_WulaLink`) - 悬浮对话窗口
+
+### 已完成的操作
+1. ✅ 恢复了 `Dialog_AIConversation.cs` 为旧版自包含版本（从备份文件 `Tools/using System;.cs` 复制）
+2. ✅ 删除了损坏的 `AIIntelligenceCore.cs`
+3. ✅ 重写了 `WulaLinkStyles.cs`（颜色主题配置）
+
+### 当前编译错误
+```
+error CS0246: 未能找到类型或命名空间名"AIIntelligenceCore"
+```
+
+以下文件引用了 `AIIntelligenceCore`：
+- `Overlay_WulaLink.cs` (第13行, 第94行)
+- `Overlay_WulaLink_Notification.cs` (第89行)
+- `Tool_ChangeExpression.cs` (第24行)
+- `Tool_GetRecentNotifications.cs` (第113行)
+
+---
+
+## 需要完成的任务
+
+### 任务：创建 AIIntelligenceCore.cs
+
+**路径**: `Source/WulaFallenEmpire/EventSystem/AI/AIIntelligenceCore.cs`
+
+**要求**：
+1. 必须是 `WorldComponent`，类名 `AIIntelligenceCore`
+2. 提供 `static Instance` 属性供外部访问
+3. 从 `Dialog_AIConversation`（备份文件 `Tools/using System;.cs`）提取 AI 核心逻辑
+4. 暴露事件/回调供 UI 使用
+
+**必须包含的公共接口**（根据现有代码引用）：
+```csharp
+public class AIIntelligenceCore : WorldComponent
+{
+    // 静态实例
+    public static AIIntelligenceCore Instance { get; private set; }
+    
+    // 事件回调
+    public event Action<string> OnMessageReceived;
+    public event Action<bool> OnThinkingStateChanged;
+    public event Action<int> OnExpressionChanged;
+    
+    // 公共属性
+    public int ExpressionId { get; }
+    public bool IsThinking { get; }
+    
+    // 公共方法
+    public void InitializeConversation(string eventDefName);
+    public List<(string role, string message)> GetHistorySnapshot();
+    public void SetExpression(int id);  // 供 Tool_ChangeExpression 调用
+    public void SendMessage(string text);  // 供小 UI 调用
+}
+```
+
+**参考代码**：
+- 备份文件 `Tools/using System;.cs` 包含完整的 AI 逻辑（1549行）
+- 核心方法包括：
+  - `RunPhasedRequestAsync()` - 3阶段请求处理
+  - `ExecuteXmlToolsForPhase()` - 工具执行
+  - `BuildToolContext()` / `BuildReplyHistory()` - 上下文构建
+  - `ParseResponse()` - 响应解析
+  - `GetSystemInstruction()` / `GetToolSystemInstruction()` - 提示词生成
+
+---
+
+## 关键文件路径
+
+```
+C:\Steam\steamapps\common\RimWorld\Mods\3516260226\
+├── Tools\
+│   └── using System;.cs          # 旧版 Dialog_AIConversation 备份（包含完整 AI 逻辑）
+└── Source\WulaFallenEmpire\EventSystem\AI\
+    ├── AIIntelligenceCore.cs     # 【需要创建】
+    ├── AIHistoryManager.cs       # 历史记录管理
+    ├── AIMemoryManager.cs        # 记忆管理
+    ├── SimpleAIClient.cs         # API 客户端
+    ├── Tools\                    # AI 工具目录
+    │   ├── Tool_SpawnResources.cs
+    │   ├── Tool_SendReinforcement.cs
+    │   └── ... (其他工具)
+    └── UI\
+        ├── Dialog_AIConversation.cs   # 大 UI（已恢复）
+        ├── Overlay_WulaLink.cs        # 小 UI（需要修复引用）
+        ├── Overlay_WulaLink_Notification.cs
+        └── WulaLinkStyles.cs          # 样式配置（已重写）
+```
+
+---
+
+## 编译命令
+
+```powershell
+dotnet build C:\Steam\steamapps\common\RimWorld\Mods\3516260226\Source\WulaFallenEmpire\WulaFallenEmpire.csproj
+```
+
+---
+
+## 架构说明
+
+### 目标架构
+```
+┌─────────────────────────────────────┐
+│         AIIntelligenceCore          │  ← WorldComponent (核心逻辑)
+│  - 历史记录管理                      │
+│  - AI 请求处理 (3阶段)               │
+│  - 工具执行                          │
+│  - 表情/状态管理                     │
+└──────────────┬──────────────────────┘
+               │ 事件回调
+    ┌──────────┴──────────┐
+    ▼                     ▼
+┌─────────────┐    ┌──────────────┐
+│ Dialog_AI   │    │ Overlay_     │
+│ Conversation│    │ WulaLink     │
+│ (大 UI)     │    │ (小 UI)      │
+└─────────────┘    └──────────────┘
+```
+
+### 关键点
+1. `Dialog_AIConversation` 目前是**自包含**的（既有 UI 也有 AI 逻辑）
+2. `Overlay_WulaLink` 需要通过 `AIIntelligenceCore` 获取数据
+3. 两个 UI 可以共享同一个 `AIIntelligenceCore` 实例
+
+---
+
+## 注意事项
+
+1. **不要使用 PowerShell Get-Content 读取文件** - 会显示乱码，请使用 `view_file` 工具
+2. **备份文件编码正常** - `Tools/using System;.cs` 可以正常读取
+3. **命名空间**：`WulaFallenEmpire.EventSystem.AI`
+4. **依赖项**：需要引用 `SimpleAIClient`、`AIHistoryManager`、`AITool` 等现有类