diff --git a/cryptoai/agents/__pycache__/crypto_agent.cpython-313.pyc b/cryptoai/agents/__pycache__/crypto_agent.cpython-313.pyc
index 8e09808..49bff41 100644
Binary files a/cryptoai/agents/__pycache__/crypto_agent.cpython-313.pyc and b/cryptoai/agents/__pycache__/crypto_agent.cpython-313.pyc differ
diff --git a/cryptoai/agents/crypto_agent.py b/cryptoai/agents/crypto_agent.py
index 2576cf9..9bc6ad6 100644
--- a/cryptoai/agents/crypto_agent.py
+++ b/cryptoai/agents/crypto_agent.py
@@ -239,8 +239,8 @@ class CryptoAgent:
                 market_data = {
                     "symbol": symbol,
                     "current_price": float(processed_data['close'].iloc[-1]),
-                    "price_change_24h": float(processed_data['close'].iloc[-1] - processed_data['close'].iloc[-24]),
-                    "price_change_percentage_24h": float((processed_data['close'].iloc[-1] - processed_data['close'].iloc[-24]) / processed_data['close'].iloc[-24] * 100),
+                    # "price_change_24h": float(processed_data['close'].iloc[-1] - processed_data['close'].iloc[-24]),
+                    # "price_change_percentage_24h": float((processed_data['close'].iloc[-1] - processed_data['close'].iloc[-24]) / processed_data['close'].iloc[-24] * 100),
                     "historical_prices": processed_data['close'].tail(100).tolist(),
                     "volumes": processed_data['volume'].tail(100).tolist(),
                     "technical_indicators": {
@@ -255,7 +255,7 @@ class CryptoAgent:
                         "ma50": float(processed_data['MA50'].iloc[-1]),
                         "atr": float(processed_data['ATR'].iloc[-1])
                     },
-                    "klines": processed_data[['open', 'high', 'low', 'close', 'volume']].tail(30).to_dict('records')
+                    "klines": processed_data[['open', 'high', 'low', 'close', 'volume']].tail(100).to_dict('records')
                 }
                 
                 # 将市场数据格式化为适合大模型的格式
diff --git a/cryptoai/api/__pycache__/binance_api.cpython-313.pyc b/cryptoai/api/__pycache__/binance_api.cpython-313.pyc
index ba2dfef..9085f49 100644
Binary files a/cryptoai/api/__pycache__/binance_api.cpython-313.pyc and b/cryptoai/api/__pycache__/binance_api.cpython-313.pyc differ
diff --git a/cryptoai/config/config.yaml b/cryptoai/config/config.yaml
index bca7748..bd987ad 100644
--- a/cryptoai/config/config.yaml
+++ b/cryptoai/config/config.yaml
@@ -28,13 +28,12 @@ crypto:
   base_currencies:
     - "BTC"
     - "ETH"
-    - "BNB"
     - "SOL"
     - "SUI"
-    # - "WLD"
+    - "XRP"
   quote_currency: "USDT"
-  time_interval: "4h"  # 可选: 1m, 5m, 15m, 30m, 1h, 4h, 1d
-  historical_days: 180
+  time_interval: "1h"  # 可选: 1m, 5m, 15m, 30m, 1h, 4h, 1d
+  historical_days: 30
 
 # 黄金市场分析配置
 gold:
diff --git a/requirements.txt b/requirements.txt
index ccbe800..475b634 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,4 +4,4 @@ numpy==1.24.3
 sqlalchemy==2.0.19
 pymysql==1.1.0
 requests==2.31.0
-schedule==1.2.0
+schedule==1.2.0
\ No newline at end of file
diff --git a/run.py b/run.py
index adcebeb..ac1f3cc 100755
--- a/run.py
+++ b/run.py
@@ -4,17 +4,6 @@
 """
 CryptoAI 启动脚本
 
-用法:
-    python run.py                      # 持续运行智能体
-    python run.py --symbol BTCUSDT     # 只分析指定的交易对
-    python run.py --days 7             # 获取7天的历史数据
-    python run.py --risk-level low     # 设置低风险等级
-    python run.py --agent gold         # 使用黄金分析智能体
-    python run.py --agent crypto       # 使用加密货币分析智能体
-    python run.py --alltick-key KEY    # 设置AllTick API密钥
-    python run.py --okx-key KEY        # 设置OKX API密钥
-    python run.py --okx-secret SECRET  # 设置OKX API密钥
-    python run.py --okx-passphrase PASS # 设置OKX API密码
 """
 
 import sys