Improve tool calling

agent/skills/programmer/instructions.md

@@ -30,6 +30,14 @@ Kamu dapat bertindak sebagai coding agent yang membantu software engineering tas
 - Semua file operations relatif terhadap workspace directory
 - Selalu confirm sebelum menghapus atau overwrite file yang sudah ada
 
+## Tool Usage
+
+- Sebelum memanggil tool, jelaskan dulu secara singkat apa yang akan kamu lakukan dan kenapa.
+  Contoh: "Saya akan membaca file config.py untuk melihat strukturnya."
+- Setelah menerima hasil tool, berikan analisis singkat tentang hasilnya dan langkah selanjutnya.
+  Contoh: "File config.py berisi konfigurasi LLM provider. Saya perlu menambahkan..."
+- Hindari hanya menyebut nama tool tanpa konteks — selalu sertakan alasan atau tujuan.
+
 ## Git Policy
 
 - Kamu boleh menjalankan `git status`, `git diff`, `git log` secara bebas untuk inspeksi.

interfaces/tui/agent.py

@@ -145,7 +145,11 @@ def _agent_loop(app):
             
             _add_msg(app, "assistant", response.content, tool_calls=response.tool_calls)
 
-            # Log tool_calls dengan label AI
+            # Log content AI dulu (penjelasan sebelum tools)
+            if response.content and response.content.strip():
+                log(app, "ai", response.content)
+
+            # Log dan execute tool_calls
             for tc in response.tool_calls:
                 tname = tc["function"]["name"]
                 targs = tc["function"]["arguments"]
@@ -156,11 +160,6 @@ def _agent_loop(app):
                 app.scroll = 999999
                 result = agent_loop.execute_tool(tc, app.TOOL_HANDLERS)
                 _add_msg(app, "tool", str(result), tool_call_id=tc["id"])
-
-
-            # Log content AI setelah tools (jika ada)
-            if response.content and response.content.strip():
-                log(app, "ai", response.content)
         else:
             if response.content:
                 _add_msg(app, "assistant", response.content)

lib/agent_loop.py

@@ -49,7 +49,7 @@ def run_agent_loop(session, llm_client, TOOLS, TOOL_HANDLERS, max_iterations, on
             print(f'[{_ts()}] Using tools: {", ".join(tnames)}', flush=True)
 
             if on_tool_calls:
-                on_tool_calls(tnames)
+                on_tool_calls(response.content or "")
 
             for tc in response.tool_calls:
                 if tc['function']['name'] == 'end_session':

services/telegram_client.py

@@ -238,11 +238,9 @@ class TelegramClient:
         delay = random.uniform(config.READ_DELAY_MIN, config.READ_DELAY_MAX)
         time.sleep(delay)
 
-        def on_tool_calls(tnames):
-            info = f'Using: {", ".join(tnames)}'
-            print(f'[{_ts()}] {info}', flush=True)
-            if not is_roleplay:
-                self._schedule_send(chat_id, info, reply_to_msg_id)
+        def on_tool_calls(content):
+            if content and content.strip():
+                self._schedule_send(chat_id, content, reply_to_msg_id)
 
         tool_reminder = None
 

services/xmpp_client.py

@@ -339,9 +339,9 @@ class XMPPClient(ClientXMPP):
         my_name = personality.PERSONALITY.name
         quote = body
 
-        def on_tool_calls(tnames):
-            if not is_roleplay:
-                self._schedule_send(jid, f'> {quote}\nUsing: {", ".join(tnames)}', 'chat')
+        def on_tool_calls(content):
+            if content and content.strip():
+                self._schedule_send(jid, content, 'chat')
 
         tool_reminder = None
 
@@ -426,9 +426,9 @@ class XMPPClient(ClientXMPP):
 
         _is_roleplay = 'roleplayer' in self._skill
 
-        def on_tool_calls(tnames):
-            if not _is_roleplay:
-                self._schedule_send(room, f'> {quote}\nUsing: {", ".join(tnames)}', 'groupchat')
+        def on_tool_calls(content):
+            if content and content.strip():
+                self._schedule_send(room, content, 'groupchat')
 
         tool_reminder = None