diff --git a/telegram-agy-bot/data/memory.db b/telegram-agy-bot/data/memory.db
index eb132a2..bfaa78d 100644
Binary files a/telegram-agy-bot/data/memory.db and b/telegram-agy-bot/data/memory.db differ
diff --git a/telegram-agy-bot/formatters.py b/telegram-agy-bot/formatters.py
index 0289fc9..90a611a 100644
--- a/telegram-agy-bot/formatters.py
+++ b/telegram-agy-bot/formatters.py
@@ -172,10 +172,32 @@ def format_thought(
         header = "💭 <b>تفکر و استدلال:</b>" if is_fa else "💭 <b>Reasoning / Thinking:</b>"
     return f"<blockquote expandable>{header}\n{escaped}</blockquote>\n"
 
+TOOL_EMOJI_MAP: Dict[str, str] = {
+    "run_command": "💻",
+    "manage_task": "⚙️",
+    "view_file": "👁️",
+    "view_image": "👁️",
+    "replace_file_content": "✏️",
+    "write_to_file": "📝",
+    "list_dir": "📂",
+    "grep_search": "🔍",
+    "find_by_name": "📁",
+    "search_web": "🌐",
+    "read_url_content": "🔗",
+    "generate_image": "🎨",
+    "schedule": "⏰",
+    "invoke_subagent": "🤖",
+    "define_subagent": "🧠",
+    "manage_subagents": "👥",
+    "send_message": "💬",
+    "ask_question": "❓",
+}
+
 def format_tool_call(tool_name: str, tool_args: Any, lang: str = "fa") -> str:
     """Formats an active tool execution notification into a clean, concise badge."""
     is_fa = (lang or "").lower() in ("fa", "farsi", "persian", "🇮🇷 persian / farsi (فارسی)")
     label = "ابزار" if is_fa else "Tool"
+    tool_emoji = TOOL_EMOJI_MAP.get(tool_name, "🔧")
 
     # Parse tool arguments if passed as JSON string or dict
     params = {}
@@ -196,18 +218,29 @@ def format_tool_call(tool_name: str, tool_args: Any, lang: str = "fa") -> str:
         # Tool specific highlights
         if tool_name == "run_command":
             cmd = params.get("CommandLine", "")
-            target = f"<code>{escape_html(cmd[:120])}</code>" if cmd else ""
-        elif tool_name in ("write_to_file", "replace_file_content"):
+            target = f"💻 <code>{escape_html(cmd[:120])}</code>" if cmd else ""
+        elif tool_name == "write_to_file":
             file_p = params.get("TargetFile", "")
             instr = params.get("Instruction", "")
             if file_p:
-                target = f"📄 <code>{escape_html(Path(file_p).name if '/' in file_p else file_p)}</code>"
+                target = f"📝 <code>{escape_html(Path(file_p).name if '/' in file_p else file_p)}</code>"
+            if instr and not action:
+                action = instr[:100]
+        elif tool_name == "replace_file_content":
+            file_p = params.get("TargetFile", "")
+            instr = params.get("Instruction", "")
+            if file_p:
+                target = f"✏️ <code>{escape_html(Path(file_p).name if '/' in file_p else file_p)}</code>"
             if instr and not action:
                 action = instr[:100]
         elif tool_name in ("view_file", "view_image"):
             file_p = params.get("AbsolutePath", "")
             if file_p:
-                target = f"🔍 <code>{escape_html(Path(file_p).name if '/' in file_p else file_p)}</code>"
+                target = f"👁️ <code>{escape_html(Path(file_p).name if '/' in file_p else file_p)}</code>"
+        elif tool_name == "list_dir":
+            dir_p = params.get("DirectoryPath", "")
+            if dir_p:
+                target = f"📂 <code>{escape_html(dir_p[:80])}</code>"
         elif tool_name == "grep_search":
             q = params.get("Query", "")
             if q:
@@ -216,10 +249,22 @@ def format_tool_call(tool_name: str, tool_args: Any, lang: str = "fa") -> str:
             pat = params.get("Pattern", "")
             if pat:
                 target = f"📁 <code>{escape_html(pat[:80])}</code>"
-        elif tool_name in ("read_url_content", "search_web"):
-            u = params.get("Url") or params.get("query", "")
+        elif tool_name == "search_web":
+            q = params.get("query", "")
+            if q:
+                target = f"🌐 <code>{escape_html(q[:80])}</code>"
+        elif tool_name == "read_url_content":
+            u = params.get("Url", "")
             if u:
-                target = f"🌐 <code>{escape_html(u[:80])}</code>"
+                target = f"🔗 <code>{escape_html(u[:80])}</code>"
+        elif tool_name == "generate_image":
+            p = params.get("Prompt", "")
+            if p:
+                target = f"🎨 <code>{escape_html(p[:80])}</code>"
+        elif tool_name == "schedule":
+            timing = params.get("CronExpression") or (f"{params.get('DurationSeconds')}s" if params.get("DurationSeconds") else "") or params.get("Prompt", "")
+            if timing:
+                target = f"⏰ <code>{escape_html(str(timing)[:80])}</code>"
         elif tool_name == "manage_task":
             act = params.get("Action", "")
             tid = params.get("TaskId", "")
@@ -229,6 +274,18 @@ def format_tool_call(tool_name: str, tool_args: Any, lang: str = "fa") -> str:
             roles = [s.get("Role", s.get("TypeName", "Agent")) for s in subagents if isinstance(s, dict)]
             if roles:
                 target = f"🤖 <code>{escape_html(', '.join(roles)[:80])}</code>"
+        elif tool_name == "define_subagent":
+            name = params.get("name", "")
+            if name:
+                target = f"🧠 <code>{escape_html(name[:80])}</code>"
+        elif tool_name == "manage_subagents":
+            act = params.get("Action", "")
+            target = f"👥 <code>{escape_html(act)}</code>" if act else ""
+        elif tool_name == "send_message":
+            msg = params.get("Message", "")
+            target = f"💬 <code>{escape_html(msg[:80])}</code>" if msg else ""
+        elif tool_name == "ask_question":
+            target = "❓ <code>درخواست تایید / سوال</code>"
 
     if not action and not target and isinstance(tool_args, str) and tool_args.strip():
         # Fallback short string preview
@@ -238,7 +295,7 @@ def format_tool_call(tool_name: str, tool_args: Any, lang: str = "fa") -> str:
         target = f"<code>{escape_html(short_args)}</code>"
 
     action_text = f" ({escape_html(action)})" if action else ""
-    out = f"🔧 <b>{label}:</b> <code>{escape_html(tool_name)}</code>{action_text}"
+    out = f"{tool_emoji} <b>{label}:</b> <code>{escape_html(tool_name)}</code>{action_text}"
     if target:
         out += f"\n  ↳ {target}"
     return out + "\n"
diff --git a/telegram-agy-bot/sessions.json b/telegram-agy-bot/sessions.json
index 8fb23d6..55ae369 100644
--- a/telegram-agy-bot/sessions.json
+++ b/telegram-agy-bot/sessions.json
@@ -8,26 +8,29 @@
         "workspace": "/root",
         "owner_id": 78649634,
         "shared_with": [],
-        "conversation_id": "fe6e374f-2ba1-41ca-9176-60a724029cfe",
+        "conversation_id": "440b8e3b-5e40-42b6-a3c6-32d32fd0db09",
         "conversation_history": [
-          "fe6e374f-2ba1-41ca-9176-60a724029cfe"
+          "fe6e374f-2ba1-41ca-9176-60a724029cfe",
+          "440b8e3b-5e40-42b6-a3c6-32d32fd0db09"
         ],
         "model": "gemini-3.7-flash-auto",
         "effort": "high",
         "language": "fa",
-        "last_context_length": 5207,
-        "last_total_tokens": 41131,
-        "last_response": "\u062f\u0631 \u0627\u062f\u0627\u0645\u0647\u060c \u0644\u06cc\u0633\u062a \u062a\u0645\u0627\u0645 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a **\u0633\u0637\u0631\u06cc \u0648 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u0627\u06cc\u0645\u0648\u062c\u06cc\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc / \u0645\u0648\u062c\u0648\u062f** \u0622\u0645\u0627\u062f\u0647 \u06a9\u0631\u062f\u0647\u200c\u0627\u0645. \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0647\u0631 \u0627\u06cc\u0645\u0648\u062c\u06cc \u0631\u0627 \u06a9\u0647 \u0645\u0627\u06cc\u0644 \u0628\u0648\u062f\u06cc\u062f \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f \u0648 \u0647\u0645\u06cc\u0646 \u0644\u06cc\u0633\u062a \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u0646 \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0641\u0648\u0631\u0627\u064b \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0646\u0645\u0627\u06cc\u0634 \u0632\u0646\u062f\u0647 \u0631\u0628\u0627\u062a \u062a\u0644\u06af\u0631\u0627\u0645 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u0627\u0639\u0645\u0627\u0644 \u06a9\u0646\u0645:\n\n```text\n\ud83d\udcbb - run_command : \u0627\u062c\u0631\u0627\u06cc \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0648 \u0634\u0644\n\u2699\ufe0f - manage_task : \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u06a9\u0646\u062a\u0631\u0644 \u062a\u0633\u06a9\u200c\u0647\u0627\u06cc \u067e\u0633\u200c\u0632\u0645\u06cc\u0646\u0647\n\ud83d\udc41\ufe0f - view_file : \u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0645\u0634\u0627\u0647\u062f\u0647 \u0645\u062d\u062a\u0648\u0627\u06cc \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\n\u270f\ufe0f - replace_file_content : \u0648\u06cc\u0631\u0627\u06cc\u0634 \u0648 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646\u06cc \u06a9\u062f\u0647\u0627\u06cc \u0641\u0627\u06cc\u0644\n\ud83d\udcdd - write_to_file : \u0627\u06cc\u062c\u0627\u062f \u06cc\u0627 \u0628\u0627\u0632\u0646\u0648\u06cc\u0633\u06cc \u0641\u0627\u06cc\u0644 \u062c\u062f\u06cc\u062f\n\ud83d\udcc2 - list_dir : \u0645\u0634\u0627\u0647\u062f\u0647 \u0644\u06cc\u0633\u062a \u0641\u0627\u06cc\u0644\u200c\u0647\u0627 \u0648 \u067e\u0648\u0634\u0647\u200c\u0647\u0627\n\ud83d\udd0d - grep_search : \u062c\u0633\u062a\u062c\u0648\u06cc \u0645\u062a\u0646\u06cc \u062f\u0631\u0648\u0646 \u06a9\u062f\u0647\u0627\u06cc \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\n\ud83d\udcc1 - find_by_name : \u062c\u0633\u062a\u062c\u0648\u06cc \u0646\u0627\u0645 \u0641\u0627\u06cc\u0644\u200c\u0647\u0627 \u0648 \u0641\u0648\u0644\u062f\u0631\u0647\u0627\n\ud83c\udf10 - search_web : \u062c\u0633\u062a\u062c\u0648 \u062f\u0631 \u0648\u0628 \u0648 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a\n\ud83d\udd17 - read_url_content : \u062e\u0648\u0627\u0646\u062f\u0646 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0645\u062d\u062a\u0648\u0627\u06cc \u0635\u0641\u062d\u0627\u062a \u0648\u0628\n\ud83c\udfa8 - generate_image : \u062a\u0648\u0644\u06cc\u062f \u0648 \u0633\u0627\u062e\u062a \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\n\u23f0 - schedule : \u0632\u0645\u0627\u0646\u200c\u0628\u0646\u062f\u06cc \u062a\u0627\u06cc\u0645\u0631\u0647\u0627 \u0648 \u06a9\u0631\u0627\u0646\u200c\u062c\u0627\u0628\u200c\u0647\u0627\n\ud83e\udd16 - invoke_subagent : \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0648 \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u0641\u0631\u0639\u06cc\n\ud83e\udde0 - define_subagent : \u062a\u0639\u0631\u06cc\u0641 \u0627\u06cc\u062c\u0646\u062a \u0641\u0631\u0639\u06cc \u062c\u062f\u06cc\u062f\n\ud83d\udc65 - manage_subagents : \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u0645\u0634\u0627\u0647\u062f\u0647 \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u0641\u0639\u0627\u0644\n\ud83d\udcac - send_message : \u0627\u0631\u0633\u0627\u0644 \u067e\u06cc\u0627\u0645 \u0628\u0647 \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631\n\u2753 - ask_question : \u067e\u0631\u0633\u0634 \u0648 \u062f\u0631\u06cc\u0627\u0641\u062a \u062a\u0627\u06cc\u06cc\u062f\u06cc\u0647 \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\n```\n\n\u0647\u0631 \u062a\u063a\u06cc\u06cc\u0631\u06cc \u062f\u0631 \u0627\u06cc\u0645\u0648\u062c\u06cc\u200c\u0647\u0627 \u0645\u062f \u0646\u0638\u0631\u062a\u0627\u0646 \u0627\u0633\u062a \u0627\u0639\u0645\u0627\u0644 \u06a9\u0631\u062f\u0647 \u0648 \u0644\u06cc\u0633\u062a \u0648\u06cc\u0631\u0627\u06cc\u0634\u200c\u0634\u062f\u0647 \u0631\u0627 \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0631\u0648\u06cc \u0633\u0648\u0631\u0633 \u06a9\u062f \u0631\u0628\u0627\u062a \u062a\u0646\u0638\u06cc\u0645 \u0634\u0648\u062f.\n\n---\n\u2022 \u0646\u0627\u0645 \u067e\u0631\u0648\u0698\u0647: default\n\u2022 \u0622\u062f\u0631\u0633 \u0645\u062e\u0632\u0646: https://git.msa.artacloud.ir/root/default\n",
+        "last_context_length": 9810,
+        "last_total_tokens": 86622,
+        "last_response": "\u0639\u0644\u062a \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u062f\u0642\u06cc\u0642\u0627\u064b \u0628\u0647 **\u0646\u062d\u0648\u0647 \u062a\u0645\u06cc\u0632\u0633\u0627\u0632\u06cc \u0645\u062a\u0646 \u067e\u06cc\u0627\u0645 \u062f\u0631 \u0628\u0627\u062a (\u062a\u0627\u0628\u0639 `clean_user_prompt`)** \u0645\u0631\u0628\u0648\u0637 \u0645\u06cc\u200c\u0634\u0648\u062f:\n\n---\n\n### \ud83d\udd0d \u0631\u06cc\u0634\u0647\u200c\u06cc\u0627\u0628\u06cc \u0648 \u0639\u0644\u062a \u0645\u0634\u06a9\u0644 (Root Cause Analysis):\n1. **\u062a\u062f\u0627\u062e\u0644 \u062a\u0631\u062a\u06cc\u0628 Regex \u062f\u0631 \u062a\u0645\u06cc\u0632\u0633\u0627\u0632\u06cc \u067e\u06cc\u0627\u0645:**\n   \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u067e\u06cc\u0627\u0645 \u0634\u0645\u0627 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u067e\u0631\u0627\u0645\u067e\u062a\u200c\u0647\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645\u06cc \u062f\u0627\u062e\u0644\u06cc (\u0645\u0627\u0646\u0646\u062f \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u067e\u0631\u0648\u0698\u0647 \u0641\u0639\u0627\u0644\u060c \u0645\u062f\u0644\u060c \u062d\u0627\u0641\u0638\u0647 \u0648...) \u062f\u0631 \u0642\u0627\u0644\u0628 \u0628\u0644\u0627\u06a9\u200c\u0647\u0627\u06cc \u0646\u0634\u0627\u0646\u0647\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0634\u062f\u0647 \u0632\u06cc\u0631 \u0628\u0647 \u0645\u0648\u062a\u0648\u0631 AGY \u0641\u0631\u0633\u062a\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f:\n   ```html\n   <!-- SYSTEM_INSTRUCTIONS_START -->\n   [SYSTEM INSTRUCTION: ACTIVE PROJECT CONTEXT]\n   \u2022 Active Project Name: default\n   \u2022 Active Workspace Path: /root\n   ...\n   <!-- SYSTEM_INSTRUCTIONS_END -->\n   \u0645\u062a\u0646 \u067e\u06cc\u0627\u0645 \u0634\u0645\u0627\n   ```\n2. \u062f\u0631 \u062a\u0627\u0628\u0639 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0639\u0646\u0648\u0627\u0646 \u0648 \u067e\u06cc\u0634\u200c\u0646\u0645\u0627\u06cc\u0634 \u06af\u0641\u062a\u06af\u0648 (`clean_user_prompt`)\u060c \u0627\u0628\u062a\u062f\u0627 \u062a\u0645\u0627\u0645 \u062a\u06af\u200c\u0647\u0627\u06cc `<...>` \u062d\u0630\u0641 \u0645\u06cc\u200c\u0634\u062f\u0646\u062f. \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u062f \u0628\u0631\u0686\u0633\u0628\u200c\u0647\u0627\u06cc \u062a\u0641\u06a9\u06cc\u06a9\u200c\u06a9\u0646\u0646\u062f\u0647 `<!-- SYSTEM_INSTRUCTIONS_START -->` \u0648 `<!-- SYSTEM_INSTRUCTIONS_END -->` \u067e\u0627\u06a9 \u0634\u0648\u0646\u062f \u0648 \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647 \u0645\u062d\u062a\u0648\u0627\u06cc \u062f\u0627\u062e\u0644 \u0622\u0646 (\u0634\u0627\u0645\u0644 `\u2022 Active Project Name: default ...`) \u0628\u0647 \u0627\u0634\u062a\u0628\u0627\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062a\u0646 \u067e\u06cc\u0627\u0645 \u06a9\u0627\u0631\u0628\u0631 \u0628\u0627\u0642\u06cc \u0628\u0645\u0627\u0646\u062f \u0648 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u067e\u06cc\u0634\u200c\u0646\u0645\u0627\u06cc\u0634 \u06af\u0641\u062a\u06af\u0648 \u062f\u0631 \u0644\u06cc\u0633\u062a \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0634\u0648\u062f.\n\n---\n\n### \ud83d\udee0\ufe0f \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0648 \u0627\u0635\u0644\u0627\u062d\u0627\u062a \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc:\n1. **\u0627\u0635\u0644\u0627\u062d \u0627\u0648\u0644\u0648\u06cc\u062a \u0648 \u062a\u0631\u062a\u06cc\u0628 \u0641\u06cc\u0644\u062a\u0631\u0647\u0627 \u062f\u0631 `agy_engine.py`:**\n   - \u0627\u0628\u062a\u062f\u0627 \u0628\u0644\u0627\u06a9 \u06a9\u0627\u0645\u0644 `<!-- SYSTEM_INSTRUCTIONS_START -->...<!-- SYSTEM_INSTRUCTIONS_END -->` \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u062a\u0645\u0627\u0645\u06cc \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0633\u06cc\u0633\u062a\u0645\u06cc \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0627\u0645\u0644 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648 \u062d\u0630\u0641 \u0634\u0648\u062f.\n   - \u0633\u067e\u0633 \u062a\u06af\u200c\u0647\u0627\u06cc \u0627\u0636\u0627\u0641\u06cc \u0648 \u0641\u0631\u0627\u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u067e\u0627\u06a9\u0633\u0627\u0632\u06cc \u0634\u0648\u0646\u062f \u062a\u0627 \u0645\u062a\u0646 \u062e\u0627\u0644\u0635 \u067e\u06cc\u0627\u0645 \u0634\u0645\u0627 (\u0645\u0627\u0646\u0646\u062f \u00ab\u0627\u06cc\u0646 \u0645\u062a\u0646 \u0631\u0648 \u0628\u0628\u06cc\u0646 \u06a9\u0647 \u0628\u0631\u0627\u0645 \u0641\u0631\u0633\u062a\u0627\u062f\u06cc\u00bb) \u0628\u0631\u0627\u06cc \u0639\u0646\u0648\u0627\u0646 \u0648 \u067e\u06cc\u0634\u200c\u0646\u0645\u0627\u06cc\u0634 \u06af\u0641\u062a\u06af\u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06af\u0631\u062f\u062f.\n2. **\u0627\u0641\u0632\u0648\u062f\u0646 \u0641\u06cc\u0644\u062a\u0631\u0647\u0627\u06cc \u062a\u06a9\u0645\u06cc\u0644\u06cc:**\n   - \u0627\u0641\u0632\u0648\u062f\u0646 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 \u0628\u0631\u0627\u06cc \u062d\u0630\u0641 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc `ACTIVE PROJECT CONTEXT` \u0648 \u0642\u0648\u0627\u0646\u06cc\u0646 \u062d\u0627\u0641\u0638\u0647 \u062c\u0647\u062a \u062a\u0636\u0645\u06cc\u0646 \u067e\u0627\u06a9\u06cc\u0632\u06af\u06cc \u06f1\u06f0\u06f0\u066a \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u062a\u0645\u0627\u0645 \u06af\u0641\u062a\u06af\u0648\u0647\u0627.\n\n---\n\n\u0622\u06cc\u0627 \u0628\u0627 \u0627\u0639\u0645\u0627\u0644 \u0627\u06cc\u0646 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0631\u0648\u06cc \u0631\u0628\u0627\u062a \u0648 \u0631\u06cc\u200c\u0627\u0633\u062a\u0627\u0631\u062a \u0622\u0646 \u0645\u0648\u0627\u0641\u0642\u06cc\u062f\u061f \u062f\u0631 \u0635\u0648\u0631\u062a \u062a\u0623\u06cc\u06cc\u062f\u060c \u0627\u0635\u0644\u0627\u062d\u0627\u062a \u0628\u0644\u0627\u0641\u0627\u0635\u0644\u0647 \u0627\u0639\u0645\u0627\u0644 \u062e\u0648\u0627\u0647\u0646\u062f \u0634\u062f.\n\n[[SET_CONVERSATION_TITLE: title=\"\u0628\u0631\u0631\u0633\u06cc \u0645\u0634\u06a9\u0644 \u0639\u0646\u0648\u0627\u0646 \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u06af\u0641\u062a\u06af\u0648\u0647\u0627\"]]\n\n\u2022 \u0646\u0627\u0645 \u067e\u0631\u0648\u0698\u0647: default\n\u2022 \u0622\u062f\u0631\u0633 \u0645\u062e\u0632\u0646: https://git.msa.artacloud.ir/root/default\n",
         "created_at": 1787995349.975879,
         "description": "",
-        "conversation_titles": {}
+        "conversation_titles": {
+          "440b8e3b-5e40-42b6-a3c6-32d32fd0db09": "\u0628\u0631\u0631\u0633\u06cc \u0645\u0634\u06a9\u0644 \u0639\u0646\u0648\u0627\u0646 \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u06af\u0641\u062a\u06af\u0648\u0647\u0627"
+        }
       },
       "copykar": {
         "name": "copykar",
         "workspace": "/root/projects/78649634/copykar",
         "owner_id": 78649634,
         "shared_with": [],
-        "conversation_id": "776e723f-1454-428f-9a46-dcf35a86d45c",
+        "conversation_id": null,
         "conversation_history": [
           "07ad85f2-163c-4264-9a06-ff349c073d5d",
           "776e723f-1454-428f-9a46-dcf35a86d45c"
@@ -35,9 +38,9 @@
         "model": "gemini-3.7-flash-auto",
         "effort": "high",
         "language": "fa",
-        "last_context_length": 50596,
-        "last_total_tokens": 530216,
-        "last_response": "\u062f\u0631 \u062d\u0627\u0644 \u0631\u06cc\u200c\u0627\u0633\u062a\u0627\u0631\u062a \u0633\u0631\u0648\u06cc\u0633 \u062f\u0627\u06a9\u0631...\n\u062f\u0631 \u062d\u0627\u0644 \u0631\u06cc\u200c\u0627\u0633\u062a\u0627\u0631\u062a \u06a9\u0627\u0646\u062a\u06cc\u0646\u0631...\n\u062f\u0631 \u062d\u0627\u0644 \u0646\u0647\u0627\u06cc\u06cc\u200c\u0633\u0627\u0632\u06cc \u0631\u06cc\u200c\u0627\u0633\u062a\u0627\u0631\u062a...\n\u062f\u0631 \u062d\u0627\u0644 \u0628\u0631\u0631\u0633\u06cc \u0648\u0636\u0639\u06cc\u062a \u06a9\u0627\u0646\u062a\u06cc\u0646\u0631...\n[[SAVE_MEMORY: type=\"project\", key=\"docker_restart_on_changes\", category=\"rule\", content=\"\u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u062f\u0631 \u0645\u062d\u06cc\u0637 \u062f\u0627\u06a9\u0631 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u067e\u0633 \u0627\u0632 \u0647\u0631 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0631 \u06a9\u062f\u0647\u0627\u06cc \u067e\u0631\u0648\u0698\u0647\u060c \u06a9\u0627\u0646\u062a\u06cc\u0646\u0631 \u062f\u0627\u06a9\u0631 \u067e\u0631\u0648\u0698\u0647 \u0628\u0627\u06cc\u062f \u0631\u06cc\u200c\u0627\u0633\u062a\u0627\u0631\u062a \u0634\u0648\u062f.\"]]\n\n\u0642\u0627\u0646\u0648\u0646 \u0631\u06cc\u200c\u0627\u0633\u062a\u0627\u0631\u062a \u062f\u0627\u06a9\u0631 \u067e\u0633 \u0627\u0632 \u0647\u0631 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0631 \u06a9\u062f\u0647\u0627 \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u0628\u0647 **\u062d\u0627\u0641\u0638\u0647 \u062f\u0627\u0626\u0645\u06cc \u067e\u0631\u0648\u0698\u0647 (Project Memory)** \u0627\u0636\u0627\u0641\u0647 \u0634\u062f. \n\n\u06a9\u0627\u0646\u062a\u06cc\u0646\u0631 \u0627\u0635\u0644\u06cc \u067e\u0631\u0648\u0698\u0647 (`copykar_app`) \u0646\u06cc\u0632 \u0647\u0645\u200c\u0627\u06a9\u0646\u0648\u0646 \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u0631\u06cc\u200c\u0627\u0633\u062a\u0627\u0631\u062a \u06af\u0631\u062f\u06cc\u062f \u0648 \u062f\u0631 \u062d\u0627\u0644 \u062d\u0627\u0636\u0631 \u0628\u0627 \u0622\u062e\u0631\u06cc\u0646 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u06a9\u062f\u0647\u0627 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0641\u0639\u0627\u0644 (`Up & Running`) \u062f\u0631 \u0645\u062f\u0627\u0631 \u0642\u0631\u0627\u0631 \u062f\u0627\u0631\u062f.\n\n\u0627\u0632 \u0627\u06cc\u0646 \u067e\u0633 \u067e\u0633 \u0627\u0632 \u0647\u0631\u06af\u0648\u0646\u0647 \u0627\u0635\u0644\u0627\u062d \u0648 \u0627\u0639\u0645\u0627\u0644 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0631\u0648\u06cc \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc \u067e\u0631\u0648\u0698\u0647\u060c \u06a9\u0627\u0646\u062a\u06cc\u0646\u0631 \u062f\u0627\u06a9\u0631 \u0628\u0647\u200c\u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0631\u06cc\u200c\u0627\u0633\u062a\u0627\u0631\u062a \u062e\u0648\u0627\u0647\u062f \u0634\u062f.\n\n[[BUTTON: text=\"\ud83d\udc19 \u0645\u062e\u0632\u0646 \u06af\u06cc\u062a\", url=\"https://git.msa.artacloud.ir/root/copykar\", row=1]]\n[[BUTTON: text=\"\ud83d\udcca \u0648\u0636\u0639\u06cc\u062a \u0645\u0635\u0631\u0641\", cmd=\"/usage\", row=1]]\n\n\u2022 \u0646\u0627\u0645 \u067e\u0631\u0648\u0698\u0647: copykar\n\u2022 \u0622\u062f\u0631\u0633 \u0645\u062e\u0632\u0646: https://git.msa.artacloud.ir/root/copykar\n",
+        "last_context_length": null,
+        "last_total_tokens": null,
+        "last_response": null,
         "created_at": 1788031971.6031597,
         "description": "",
         "conversation_titles": {}
@@ -84,19 +87,19 @@
       }
     },
     "turn_in_progress": false,
-    "last_prompt": "\u0628\u0631\u0627\u06cc \u0647\u0631 \u06a9\u062f\u0627\u0645 \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0647\u0627 \u0645\u06cc\u062e\u0648\u0627\u0645 \u0627\u06cc\u0645\u0648\u062c\u06cc \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u0645\n\u062d\u0627\u0644\u0627 \u0644\u06cc\u0633\u062a \u0631\u0648 \u0628\u0627 \u0627\u06cc\u0645\u0648\u062c\u06cc \u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0648 \u0628\u0647 \u0635\u0648\u0631\u062a\u06cc \u0633\u0637\u0631\u06cc \u0628\u0631\u0627\u0645 \u0628\u0641\u0631\u0633\u062a \u062a\u0627 \u0648\u06cc\u0631\u0627\u06cc\u0634\u0634 \u06a9\u0646\u0645 \u0648 \u0628\u0631\u0627\u062a \u0628\u0641\u0631\u0633\u062a\u0645 \u062a\u0627 \u0631\u0648\u06cc \u0631\u0628\u0627\u062a \u0627\u0639\u0645\u0627\u0644\u0634 \u06a9\u0646\u06cc",
-    "last_response": "\u062f\u0631 \u0627\u062f\u0627\u0645\u0647\u060c \u0644\u06cc\u0633\u062a \u062a\u0645\u0627\u0645 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a **\u0633\u0637\u0631\u06cc \u0648 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u0627\u06cc\u0645\u0648\u062c\u06cc\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc / \u0645\u0648\u062c\u0648\u062f** \u0622\u0645\u0627\u062f\u0647 \u06a9\u0631\u062f\u0647\u200c\u0627\u0645. \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0647\u0631 \u0627\u06cc\u0645\u0648\u062c\u06cc \u0631\u0627 \u06a9\u0647 \u0645\u0627\u06cc\u0644 \u0628\u0648\u062f\u06cc\u062f \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f \u0648 \u0647\u0645\u06cc\u0646 \u0644\u06cc\u0633\u062a \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u0646 \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0641\u0648\u0631\u0627\u064b \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0646\u0645\u0627\u06cc\u0634 \u0632\u0646\u062f\u0647 \u0631\u0628\u0627\u062a \u062a\u0644\u06af\u0631\u0627\u0645 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u0627\u0639\u0645\u0627\u0644 \u06a9\u0646\u0645:\n\n```text\n\ud83d\udcbb - run_command : \u0627\u062c\u0631\u0627\u06cc \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u062a\u0631\u0645\u06cc\u0646\u0627\u0644 \u0648 \u0634\u0644\n\u2699\ufe0f - manage_task : \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u06a9\u0646\u062a\u0631\u0644 \u062a\u0633\u06a9\u200c\u0647\u0627\u06cc \u067e\u0633\u200c\u0632\u0645\u06cc\u0646\u0647\n\ud83d\udc41\ufe0f - view_file : \u062e\u0648\u0627\u0646\u062f\u0646 \u0648 \u0645\u0634\u0627\u0647\u062f\u0647 \u0645\u062d\u062a\u0648\u0627\u06cc \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\n\u270f\ufe0f - replace_file_content : \u0648\u06cc\u0631\u0627\u06cc\u0634 \u0648 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646\u06cc \u06a9\u062f\u0647\u0627\u06cc \u0641\u0627\u06cc\u0644\n\ud83d\udcdd - write_to_file : \u0627\u06cc\u062c\u0627\u062f \u06cc\u0627 \u0628\u0627\u0632\u0646\u0648\u06cc\u0633\u06cc \u0641\u0627\u06cc\u0644 \u062c\u062f\u06cc\u062f\n\ud83d\udcc2 - list_dir : \u0645\u0634\u0627\u0647\u062f\u0647 \u0644\u06cc\u0633\u062a \u0641\u0627\u06cc\u0644\u200c\u0647\u0627 \u0648 \u067e\u0648\u0634\u0647\u200c\u0647\u0627\n\ud83d\udd0d - grep_search : \u062c\u0633\u062a\u062c\u0648\u06cc \u0645\u062a\u0646\u06cc \u062f\u0631\u0648\u0646 \u06a9\u062f\u0647\u0627\u06cc \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\n\ud83d\udcc1 - find_by_name : \u062c\u0633\u062a\u062c\u0648\u06cc \u0646\u0627\u0645 \u0641\u0627\u06cc\u0644\u200c\u0647\u0627 \u0648 \u0641\u0648\u0644\u062f\u0631\u0647\u0627\n\ud83c\udf10 - search_web : \u062c\u0633\u062a\u062c\u0648 \u062f\u0631 \u0648\u0628 \u0648 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a\n\ud83d\udd17 - read_url_content : \u062e\u0648\u0627\u0646\u062f\u0646 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0645\u062d\u062a\u0648\u0627\u06cc \u0635\u0641\u062d\u0627\u062a \u0648\u0628\n\ud83c\udfa8 - generate_image : \u062a\u0648\u0644\u06cc\u062f \u0648 \u0633\u0627\u062e\u062a \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\n\u23f0 - schedule : \u0632\u0645\u0627\u0646\u200c\u0628\u0646\u062f\u06cc \u062a\u0627\u06cc\u0645\u0631\u0647\u0627 \u0648 \u06a9\u0631\u0627\u0646\u200c\u062c\u0627\u0628\u200c\u0647\u0627\n\ud83e\udd16 - invoke_subagent : \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0648 \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u0641\u0631\u0639\u06cc\n\ud83e\udde0 - define_subagent : \u062a\u0639\u0631\u06cc\u0641 \u0627\u06cc\u062c\u0646\u062a \u0641\u0631\u0639\u06cc \u062c\u062f\u06cc\u062f\n\ud83d\udc65 - manage_subagents : \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u0645\u0634\u0627\u0647\u062f\u0647 \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u0641\u0639\u0627\u0644\n\ud83d\udcac - send_message : \u0627\u0631\u0633\u0627\u0644 \u067e\u06cc\u0627\u0645 \u0628\u0647 \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u062f\u06cc\u06af\u0631\n\u2753 - ask_question : \u067e\u0631\u0633\u0634 \u0648 \u062f\u0631\u06cc\u0627\u0641\u062a \u062a\u0627\u06cc\u06cc\u062f\u06cc\u0647 \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\n```\n\n\u0647\u0631 \u062a\u063a\u06cc\u06cc\u0631\u06cc \u062f\u0631 \u0627\u06cc\u0645\u0648\u062c\u06cc\u200c\u0647\u0627 \u0645\u062f \u0646\u0638\u0631\u062a\u0627\u0646 \u0627\u0633\u062a \u0627\u0639\u0645\u0627\u0644 \u06a9\u0631\u062f\u0647 \u0648 \u0644\u06cc\u0633\u062a \u0648\u06cc\u0631\u0627\u06cc\u0634\u200c\u0634\u062f\u0647 \u0631\u0627 \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0631\u0648\u06cc \u0633\u0648\u0631\u0633 \u06a9\u062f \u0631\u0628\u0627\u062a \u062a\u0646\u0638\u06cc\u0645 \u0634\u0648\u062f.\n\n---\n\u2022 \u0646\u0627\u0645 \u067e\u0631\u0648\u0698\u0647: default\n\u2022 \u0622\u062f\u0631\u0633 \u0645\u062e\u0632\u0646: https://git.msa.artacloud.ir/root/default\n",
+    "last_prompt": "\u0627\u06cc\u0646 \u0645\u062a\u0646 \u0631\u0648 \u0628\u0628\u06cc\u0646 \u06a9\u0647 \u0628\u0631\u0627\u0645 \u0641\u0631\u0633\u062a\u0627\u062f\u06cc\n\ud83d\udcdc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u06af\u0641\u062a\u06af\u0648\u0647\u0627 (\u067e\u0631\u0648\u0698\u0647: default)\n\n\ud83d\udca1 \u062c\u0647\u062a \u0633\u0648\u06cc\u06cc\u0686 \u06cc\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u062c\u0632\u0626\u06cc\u0627\u062a \u0648 \u062d\u0630\u0641 \u0647\u0631 \u06af\u0641\u062a\u06af\u0648\u060c \u0631\u0648\u06cc \u062f\u06a9\u0645\u0647 \u0645\u0631\u0628\u0648\u0637\u0647 \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f:\n\n1. #1 fe6e374f (3 \u0646\u0648\u0628\u062a)\n   \u2514 \u00ab\u2022 Active Project Name: default \u2022 Active Workspace Path: /root \u2022 Active Conver...\u00bb\n\n\ud83d\udca1 \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0645\u062a\u0646\u06cc:\n\u2022 \u0633\u0648\u06cc\u06cc\u0686: /switchconv <\u0634\u0645\u0627\u0631\u0647 \u06cc\u0627 \u0634\u0646\u0627\u0633\u0647>\n\u2022 \u062a\u063a\u06cc\u06cc\u0631 \u0645\u0648\u0636\u0648\u0639: /settopic <\u0639\u0646\u0648\u0627\u0646 \u062c\u062f\u06cc\u062f>\n\u2022 \u062d\u0630\u0641: /delconv <\u0634\u0645\u0627\u0631\u0647 \u06cc\u0627 \u0634\u0646\u0627\u0633\u0647>\n\u2022 \u067e\u0627\u06a9\u0633\u0627\u0632\u06cc \u0647\u0645\u0647: /clearconvs\n\u0627\u06cc\u0646\u062c\u0627 \u0645\u0648\u0636\u0648\u0639 \u06af\u0641\u062a\u06af\u0648 \u0647\u0627\u0631\u0648 \u0645\u0646 \u0646\u0645\u06cc\u0641\u0647\u0645\u0645",
+    "last_response": "\u0639\u0644\u062a \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u062f\u0642\u06cc\u0642\u0627\u064b \u0628\u0647 **\u0646\u062d\u0648\u0647 \u062a\u0645\u06cc\u0632\u0633\u0627\u0632\u06cc \u0645\u062a\u0646 \u067e\u06cc\u0627\u0645 \u062f\u0631 \u0628\u0627\u062a (\u062a\u0627\u0628\u0639 `clean_user_prompt`)** \u0645\u0631\u0628\u0648\u0637 \u0645\u06cc\u200c\u0634\u0648\u062f:\n\n---\n\n### \ud83d\udd0d \u0631\u06cc\u0634\u0647\u200c\u06cc\u0627\u0628\u06cc \u0648 \u0639\u0644\u062a \u0645\u0634\u06a9\u0644 (Root Cause Analysis):\n1. **\u062a\u062f\u0627\u062e\u0644 \u062a\u0631\u062a\u06cc\u0628 Regex \u062f\u0631 \u062a\u0645\u06cc\u0632\u0633\u0627\u0632\u06cc \u067e\u06cc\u0627\u0645:**\n   \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u067e\u06cc\u0627\u0645 \u0634\u0645\u0627 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u067e\u0631\u0627\u0645\u067e\u062a\u200c\u0647\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645\u06cc \u062f\u0627\u062e\u0644\u06cc (\u0645\u0627\u0646\u0646\u062f \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u067e\u0631\u0648\u0698\u0647 \u0641\u0639\u0627\u0644\u060c \u0645\u062f\u0644\u060c \u062d\u0627\u0641\u0638\u0647 \u0648...) \u062f\u0631 \u0642\u0627\u0644\u0628 \u0628\u0644\u0627\u06a9\u200c\u0647\u0627\u06cc \u0646\u0634\u0627\u0646\u0647\u200c\u06af\u0630\u0627\u0631\u06cc\u200c\u0634\u062f\u0647 \u0632\u06cc\u0631 \u0628\u0647 \u0645\u0648\u062a\u0648\u0631 AGY \u0641\u0631\u0633\u062a\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f:\n   ```html\n   <!-- SYSTEM_INSTRUCTIONS_START -->\n   [SYSTEM INSTRUCTION: ACTIVE PROJECT CONTEXT]\n   \u2022 Active Project Name: default\n   \u2022 Active Workspace Path: /root\n   ...\n   <!-- SYSTEM_INSTRUCTIONS_END -->\n   \u0645\u062a\u0646 \u067e\u06cc\u0627\u0645 \u0634\u0645\u0627\n   ```\n2. \u062f\u0631 \u062a\u0627\u0628\u0639 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0639\u0646\u0648\u0627\u0646 \u0648 \u067e\u06cc\u0634\u200c\u0646\u0645\u0627\u06cc\u0634 \u06af\u0641\u062a\u06af\u0648 (`clean_user_prompt`)\u060c \u0627\u0628\u062a\u062f\u0627 \u062a\u0645\u0627\u0645 \u062a\u06af\u200c\u0647\u0627\u06cc `<...>` \u062d\u0630\u0641 \u0645\u06cc\u200c\u0634\u062f\u0646\u062f. \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u062f \u0628\u0631\u0686\u0633\u0628\u200c\u0647\u0627\u06cc \u062a\u0641\u06a9\u06cc\u06a9\u200c\u06a9\u0646\u0646\u062f\u0647 `<!-- SYSTEM_INSTRUCTIONS_START -->` \u0648 `<!-- SYSTEM_INSTRUCTIONS_END -->` \u067e\u0627\u06a9 \u0634\u0648\u0646\u062f \u0648 \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647 \u0645\u062d\u062a\u0648\u0627\u06cc \u062f\u0627\u062e\u0644 \u0622\u0646 (\u0634\u0627\u0645\u0644 `\u2022 Active Project Name: default ...`) \u0628\u0647 \u0627\u0634\u062a\u0628\u0627\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062a\u0646 \u067e\u06cc\u0627\u0645 \u06a9\u0627\u0631\u0628\u0631 \u0628\u0627\u0642\u06cc \u0628\u0645\u0627\u0646\u062f \u0648 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u067e\u06cc\u0634\u200c\u0646\u0645\u0627\u06cc\u0634 \u06af\u0641\u062a\u06af\u0648 \u062f\u0631 \u0644\u06cc\u0633\u062a \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0634\u0648\u062f.\n\n---\n\n### \ud83d\udee0\ufe0f \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0648 \u0627\u0635\u0644\u0627\u062d\u0627\u062a \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc:\n1. **\u0627\u0635\u0644\u0627\u062d \u0627\u0648\u0644\u0648\u06cc\u062a \u0648 \u062a\u0631\u062a\u06cc\u0628 \u0641\u06cc\u0644\u062a\u0631\u0647\u0627 \u062f\u0631 `agy_engine.py`:**\n   - \u0627\u0628\u062a\u062f\u0627 \u0628\u0644\u0627\u06a9 \u06a9\u0627\u0645\u0644 `<!-- SYSTEM_INSTRUCTIONS_START -->...<!-- SYSTEM_INSTRUCTIONS_END -->` \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u062a\u0645\u0627\u0645\u06cc \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0633\u06cc\u0633\u062a\u0645\u06cc \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0627\u0645\u0644 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648 \u062d\u0630\u0641 \u0634\u0648\u062f.\n   - \u0633\u067e\u0633 \u062a\u06af\u200c\u0647\u0627\u06cc \u0627\u0636\u0627\u0641\u06cc \u0648 \u0641\u0631\u0627\u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u067e\u0627\u06a9\u0633\u0627\u0632\u06cc \u0634\u0648\u0646\u062f \u062a\u0627 \u0645\u062a\u0646 \u062e\u0627\u0644\u0635 \u067e\u06cc\u0627\u0645 \u0634\u0645\u0627 (\u0645\u0627\u0646\u0646\u062f \u00ab\u0627\u06cc\u0646 \u0645\u062a\u0646 \u0631\u0648 \u0628\u0628\u06cc\u0646 \u06a9\u0647 \u0628\u0631\u0627\u0645 \u0641\u0631\u0633\u062a\u0627\u062f\u06cc\u00bb) \u0628\u0631\u0627\u06cc \u0639\u0646\u0648\u0627\u0646 \u0648 \u067e\u06cc\u0634\u200c\u0646\u0645\u0627\u06cc\u0634 \u06af\u0641\u062a\u06af\u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06af\u0631\u062f\u062f.\n2. **\u0627\u0641\u0632\u0648\u062f\u0646 \u0641\u06cc\u0644\u062a\u0631\u0647\u0627\u06cc \u062a\u06a9\u0645\u06cc\u0644\u06cc:**\n   - \u0627\u0641\u0632\u0648\u062f\u0646 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 \u0628\u0631\u0627\u06cc \u062d\u0630\u0641 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc `ACTIVE PROJECT CONTEXT` \u0648 \u0642\u0648\u0627\u0646\u06cc\u0646 \u062d\u0627\u0641\u0638\u0647 \u062c\u0647\u062a \u062a\u0636\u0645\u06cc\u0646 \u067e\u0627\u06a9\u06cc\u0632\u06af\u06cc \u06f1\u06f0\u06f0\u066a \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u062a\u0645\u0627\u0645 \u06af\u0641\u062a\u06af\u0648\u0647\u0627.\n\n---\n\n\u0622\u06cc\u0627 \u0628\u0627 \u0627\u0639\u0645\u0627\u0644 \u0627\u06cc\u0646 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0631\u0648\u06cc \u0631\u0628\u0627\u062a \u0648 \u0631\u06cc\u200c\u0627\u0633\u062a\u0627\u0631\u062a \u0622\u0646 \u0645\u0648\u0627\u0641\u0642\u06cc\u062f\u061f \u062f\u0631 \u0635\u0648\u0631\u062a \u062a\u0623\u06cc\u06cc\u062f\u060c \u0627\u0635\u0644\u0627\u062d\u0627\u062a \u0628\u0644\u0627\u0641\u0627\u0635\u0644\u0647 \u0627\u0639\u0645\u0627\u0644 \u062e\u0648\u0627\u0647\u0646\u062f \u0634\u062f.\n\n[[SET_CONVERSATION_TITLE: title=\"\u0628\u0631\u0631\u0633\u06cc \u0645\u0634\u06a9\u0644 \u0639\u0646\u0648\u0627\u0646 \u062a\u0627\u0631\u06cc\u062e\u0686\u0647 \u06af\u0641\u062a\u06af\u0648\u0647\u0627\"]]\n\n\u2022 \u0646\u0627\u0645 \u067e\u0631\u0648\u0698\u0647: default\n\u2022 \u0622\u062f\u0631\u0633 \u0645\u062e\u0632\u0646: https://git.msa.artacloud.ir/root/default\n",
     "last_status_msg_id": null,
     "restart_pending": false,
     "last_delivered": true,
-    "last_update_time": 1788095608.300932,
+    "last_update_time": 1788095977.212368,
     "workspace": "/root",
-    "conversation_id": "fe6e374f-2ba1-41ca-9176-60a724029cfe",
+    "conversation_id": "440b8e3b-5e40-42b6-a3c6-32d32fd0db09",
     "model": "gemini-3.7-flash-auto",
     "effort": "high",
     "language": "fa",
-    "last_context_length": 5207,
-    "last_total_tokens": 41131
+    "last_context_length": 9810,
+    "last_total_tokens": 86622
   },
   "232801087": {
     "chat_id": 232801087,