diff --git a/troubleshooting/250914_happybell80_깡프로뉴스_용어추출_기능추가.md b/troubleshooting/250914_happybell80_깡프로뉴스_용어추출_기능추가.md
index 7f52978..c2fd400 100644
--- a/troubleshooting/250914_happybell80_깡프로뉴스_용어추출_기능추가.md
+++ b/troubleshooting/250914_happybell80_깡프로뉴스_용어추출_기능추가.md
@@ -47,9 +47,20 @@
 ### startup_news_skill.py 신규 생성
 ```python
 # rb8001/app/skills/startup_news_skill.py
+import os
+import logging
+from typing import List, Dict
+from slack_sdk import WebClient
+from app.core.config import settings
+from app.commands.skill_commands import SkillCommands
+from app.llm.gemini_handler import GeminiHandler
+
+logger = logging.getLogger(__name__)
+
 async def run_headlines_job(channel_id: str):
     # 1. JSON 포맷으로 헤드라인 수집
-    result = await sc.fetch_naver_headlines(fmt="json")  # slack → json
+    sc = SkillCommands()
+    result = await sc.fetch_naver_headlines(fmt="json")
     items = result.get("items", [])
 
     # 2. 용어 추출 (환경변수 체크)
@@ -69,15 +80,8 @@ async def run_headlines_job(channel_id: str):
         응답 형식: 용어1, 용어2, 용어3
         """
 
-        llm_result = await router._call_internal_llm(
-            message=terms_prompt,
-            user_id="system",
-            task_type="extract",
-            context={},
-            channel="internal"
-        )
-
-        terms = llm_result.get("content", "").strip()
+        handler = GeminiHandler()
+        terms = await handler.extract_keywords(terms_prompt, max_keywords=5)
 
     # 3. skill-news에서 slack 포맷 가져오기
     slack_result = await sc.fetch_naver_headlines(fmt="slack")
@@ -104,8 +108,8 @@ async def run_headlines_job(channel_id: str):
             lines[insert_idx:insert_idx] = terms_section
             text = "\n".join(lines)
 
-    # 5. 자체 Slack 전송 (WebClient 직접 생성)
-    slack_client = WebClient(token=os.getenv("SLACK_BOT_TOKEN"))
+    # 5. 자체 Slack 전송 (Company-X 봇 토큰 사용 - 같은 채널)
+    slack_client = WebClient(token=os.getenv("COMPANYX_SLACK_BOT_TOKEN"))
     slack_client.chat_postMessage(channel=channel_id, text=text)
 ```