diff --git a/config_examples/live.json b/config_examples/live.json
index e7cd64fb..70588297 100644
--- a/config_examples/live.json
+++ b/config_examples/live.json
@@ -1,48 +1,84 @@
 {
-      "exchange": {
-        "name": "okx",
-        "key": "cbda9fde-b9e3-4a2d-94f9-e5c3705dfb5c",
-        "secret": "CD3B7DB459CBBD540E0926E5C48150E1",
-	      "password": "c^-d:g;P2S9?Q#^",
-        "enable_ws": false,
-        "ccxt_config": {
-            "enableRateLimit": true,
-            "rateLimit": 500,
-            "options": {
-                "defaultType": "spot"
-            }
-        },
-        "ccxt_async_config": {
-            "enableRateLimit": true,
-            "rateLimit": 3000,
-            "timeout": 20000
-        },
-        "pair_whitelist": ["BTC/USDT",  "TON/USDT", "DOT/USDT", "XRP/USDT",  "OKB/USDT", "SOL/USDT", "DOGE/USDT", "WCT/USDT", "TRUMP/USDT", "SUI/USDT", "PEPE/USDT", "TRB/USDT", "MASK/USDT", "UNI/USDT", "KAITO/USDT"],
-        "pair_blacklist": []
+  "exchange": {
+    "name": "okx",
+    "key": "cbda9fde-b9e3-4a2d-94f9-e5c3705dfb5c",
+    "secret": "CD3B7DB459CBBD540E0926E5C48150E1",
+    "password": "c^-d:g;P2S9?Q#^",
+    "enable_ws": false,
+    "ccxt_config": {
+      "enableRateLimit": true,
+      "rateLimit": 500,
+      "options": {
+        "defaultType": "spot"
+      }
     },
-    "pairlists": [
-        {
-            "method": "StaticPairList"
-        }
+    "ccxt_async_config": {
+      "enableRateLimit": true,
+      "rateLimit": 3000,
+      "timeout": 20000
+    },
+    "pair_whitelist": [
+      "ADA/USDT",
+      "AVAX/USDT",
+      "BCH/USDT",
+      "BNB/USDT",
+      "BONK/USDT",
+      "BTC/USDT",
+      "CFX/USDT",
+      "CRV/USDT",
+      "DOGE/USDT",
+      "ETH/USDT",
+      "HBAR/USDT",
+      "ILV/USDT",
+      "LDO/USDT",
+      "LINK/USDT",
+      "LTC/USDT",
+      "MAGIC/USDT",
+      "ONDO/USDT",
+      "OP/USDT",
+      "PENGU/USDT",
+      "PEPE/USDT",
+      "SOL/USDT",
+      "SUI/USDT",
+      "TON/USDT",
+      "TRUMP/USDT",
+      "TRX/USDT",
+      "UNI/USDT",
+      "VINE/USDT",
+      "WIF/USDT",
+      "WLD/USDT",
+      "XRP/USDT"
     ],
-    "order_types": {
-        "entry": "market",
-        "exit": "market",
-        "stoploss": "limit",
-        "stoploss_on_exchange": false
-    },
-    "order_time_in_force": {
-        "entry": "gtc",
-        "exit": "gtc"
-    },
-    "entry_pricing": {
-        "price_side": "other",
-        "use_order_book": false,
-        "price_last_balance": 0.0
-    },
-    "exit_pricing": {
-        "price_side": "other",
-        "use_order_book": false
-    },
-    "fee": 0.0008
+    "pair_blacklist": []
+  },
+  "pairlists": [
+    {
+      "method": "StaticPairList"
+    }
+  ],
+  "order_types": {
+    "entry": "market",
+    "exit": "market",
+    "stoploss": "limit",
+    "stoploss_on_exchange": false
+  },
+  "order_time_in_force": {
+    "entry": "gtc",
+    "exit": "gtc"
+  },
+  "entry_pricing": {
+    "price_side": "other",
+    "use_order_book": false,
+    "price_last_balance": 0.0
+  },
+  "exit_pricing": {
+    "price_side": "other",
+    "use_order_book": false
+  },
+  "fee": 0.0008,
+  "api_server": {
+    "enabled": true,
+    "listen_ip_address": "0.0.0.0",
+    "listen_port": 8080
+  }
 }
diff --git a/tools/listpairs.sh b/tools/listpairs.sh
new file mode 100755
index 00000000..784b0e04
--- /dev/null
+++ b/tools/listpairs.sh
@@ -0,0 +1,37 @@
+#!/bin/bash
+
+# OKX API 端点
+API_URL="https://www.okx.com/api/v5/market/tickers?instType=SPOT"
+
+# 发送请求并获取数据
+response=$(curl -s -X GET "$API_URL" -H "accept: application/json")
+
+# 检查请求是否成功
+if [ -z "$response" ]; then
+  echo "错误：无法获取 API 数据，请检查网络连接或 API 端点。"
+  exit 1
+fi
+
+# 解析 JSON 数据，只保留-USDT交易对，提取 instId 和 volCcy24h，按 volCcy24h 降序排序，取前 50 个
+pairs=$(echo "$response" | jq -r '.data | map(select(.instId | endswith("-USDT"))) | sort_by(.volCcy24h | tonumber) | reverse | .[0:50] | .[] | [.instId, .volCcy24h] | @csv')
+
+# 检查是否成功解析数据
+if [ -z "$pairs" ]; then
+  echo "错误：无法解析 API 返回的 JSON 数据或没有找到-USDT交易对，请检查响应格式。"
+  exit 1
+fi
+
+# 格式化输出
+echo "OKX 交易所当前交易量最高的 USDT 现货交易对（按 24 小时交易量降序排序）："
+echo "排名,交易对,24小时交易量(USDT)"
+echo "---------------------------------------------"
+index=1
+echo "$pairs" | while IFS=, read -r instId volCcy24h; do
+  # 去除引号并格式化输出
+  instId=$(echo "$instId" | tr -d '"')
+  volCcy24h=$(echo "$volCcy24h" | tr -d '"')
+  printf "%-5s %-15s %s\n" "$index" "$instId" "$volCcy24h"
+  ((index++))
+done
+
+exit 0
diff --git a/tools/live.sh b/tools/live.sh
index a82da709..4e41af8f 100755
--- a/tools/live.sh
+++ b/tools/live.sh
@@ -2,170 +2,246 @@
 
 set -e # 出错立即停止
 
-# 检查 .env 文件
-if [ ! -f ".env" ]; then
-  echo "⚠️ 本地缺少 .env 文件，请创建并配置。示例内容如下："
-  echo ""
-  echo "STRATEGY_NAME=TheForceV7"
-  echo "CONFIG_FILE=basic.json"
-  echo "TEST_BRANCH=theforce-noai-test"
-  echo "DRYRUN_BRANCH=theforce-noai-dryrun"
-  echo ""
-  exit 1
-fi
+### 函数定义区 ###
 
-# 加载 .env 文件中的变量（位于项目根目录）
-if [ -f ".env" ]; then
-  export $(grep -v '^#' .env | xargs)
-else
-  echo "⚠️ 缺少 .env 文件，请创建并配置 TEST_BRANCH 和 DRYRUN_BRANCH"
-  exit 1
-fi
+# 1. 从SQLite数据库获取当前开放交易的币对列表
+get_open_trades_pairs() {
+  local db_path="$1"
+  local pairs=()
 
-# 获取当前分支名
-current_branch=$(git rev-parse --abbrev-ref HEAD)
-
-# 检查当前分支是否匹配 TEST_BRANCH 或 DRYRUN_BRANCH
-if [[ "$current_branch" != "$TEST_BRANCH" && "$current_branch" != "$DRYRUN_BRANCH" ]]; then
-  echo "⚠️ 错误：当前分支 '$current_branch' 不符合环境变量配置要求。"
-  echo "请确保当前分支与 .env 文件中的 TEST_BRANCH 或 DRYRUN_BRANCH 配置一致。"
-  echo "TEST_BRANCH=$TEST_BRANCH"
-  echo "DRYRUN_BRANCH=$DRYRUN_BRANCH"
-  exit 1
-else
-  echo "✅ 当前分支 '$current_branch' 符合环境变量配置要求。"
-fi
-
-# 如果当前分支名称包含 "dryrun"，执行 git reset --hard
-if [[ "$current_branch" == *"dryrun"* ]]; then
-  echo "当前分支为 '$current_branch'，正在执行 git reset --hard 以确保代码干净..."
-  git reset --hard
-  if [ $? -ne 0 ]; then
-    echo "⚠️ 执行 git reset --hard 失败，请检查 Git 状态。"
-    exit 1
+  if [ ! -f "$db_path" ]; then
+    echo "⚠️ 交易数据库文件 $db_path 不存在，开放交易对列表为空" >&2
+    echo ""
+    return
   fi
-  echo "Git 工作区已清理。"
-fi
 
-# Function to extract the value of a parameter
-get_param_value() {
-  local param="$1"
-  shift
-  while [[ $# -gt 0 ]]; do
-    case "$1" in
-    $param=*)
-      echo "${1#*=}"
-      return
-      ;;
-    $param)
-      # Check if the next argument exists and does not start with a dash
-      if [[ -n "$2" && "$2" != -* ]]; then
-        echo "$2"
-        return
-      else
-        echo "Error: Missing value for parameter $param" >&2
-        exit 1
-      fi
-      ;;
-    esac
-    shift
-  done
-  echo ""
-  return
+  local query_result=$(sqlite3 -header -csv "$db_path" "SELECT id, pair, open_date, amount, open_rate, max_rate, close_profit, stake_amount FROM trades WHERE is_open = 1 ORDER BY open_date DESC LIMIT 10;")
+  pairs=($(echo "$query_result" | awk -F ',' 'NR > 1 {print $2}' | tr -d '"'))
+
+  echo "从数据库获取到开放交易对: ${pairs[*]}" >&2
+  echo "${pairs[@]}"
 }
 
-# Parse command line arguments
-PAIRS_ARG=$(get_param_value "--pairs" "$@")
-PAIR_REMOTE_LIST_URL=$(get_param_value "--pairRemoteList" "$@")
+# 2. 从远程接口获取币对列表
+get_remote_pairs() {
+  local remote_url="$1"
+  local pairs=()
 
-# 加载 .env 文件中的变量
-export $(grep -v '^#' .env | xargs)
-# 设置默认值
-STRATEGY_NAME=${STRATEGY_NAME:-TheForceV7}
-CONFIG_FILE=${CONFIG_FILE:-basic.json}
-# 设置 PARAMS_NAME 为 STRATEGY_NAME 的小写形式
-PARAMS_NAME=$(echo "$STRATEGY_NAME" | tr '[:upper:]' '[:lower:]')
+  if [ -z "$remote_url" ]; then
+    echo "⚠️ 未提供远程币对列表URL，远程币对列表为空" >&2
+    echo ""
+    return
+  fi
 
-echo "Using strategy: $STRATEGY_NAME"
-echo "Using config: $CONFIG_FILE"
-echo "Using testBranch: $TEST_BRANCH"
+  echo "正在从远程URL获取币对列表: $remote_url" >&2
+  local pairs_json=$(curl -s "$remote_url")
 
-# 处理交易对参数：优先级为 --pairRemoteList > --pairs > 默认值
-if [ -n "$PAIR_REMOTE_LIST_URL" ]; then
-  # 从远程API获取交易对列表
-  echo "Fetching pairs from remote URL: $PAIR_REMOTE_LIST_URL"
-  pairs_json=$(curl -s "$PAIR_REMOTE_LIST_URL")
+  if [ $? -ne 0 ] || [ -z "$pairs_json" ]; then
+    echo "⚠️ 远程币对列表获取失败，使用空列表" >&2
+    echo ""
+    return
+  fi
 
-  # 检查API响应是否成功
-  if [[ $? -ne 0 || -z "$pairs_json" ]]; then
-    echo "Error: Failed to fetch pairs from remote URL, using --pairs parameter or default"
-    if [ -n "$PAIRS_ARG" ]; then
-      PAIRS_FLAG="--pairs $PAIRS_ARG"
-      echo "Using pairs from --pairs parameter: $PAIRS_ARG"
-    else
-      PAIRS_FLAG=""
-      echo "No pairs parameter provided, using freqtrade default"
-    fi
-  else
-    # 解析JSON并提取交易对，将连字符替换为斜杠
-    remote_pairs=$(echo "$pairs_json" | python3 -c "
+  local parsed_pairs=$(echo "$pairs_json" | python3 -c "
 import sys, json
 data = json.load(sys.stdin)
 pairs = [pair.replace('-', '/') for pair in data.get('pairlist', [])]
 print(' '.join(pairs) if pairs else '')
 ")
 
-    # 如果解析成功且有交易对
-    if [[ -n "$remote_pairs" ]]; then
-      PAIRS_FLAG="--pairs $remote_pairs"
-      echo "Successfully fetched $(echo "$remote_pairs" | wc -w) pairs from remote URL"
-      echo "Pairs: $remote_pairs"
-    else
-      echo "Error: Failed to parse or empty pairlist from remote URL, using --pairs parameter or default"
-      if [ -n "$PAIRS_ARG" ]; then
-        PAIRS_FLAG="--pairs $PAIRS_ARG"
-        echo "Using pairs from --pairs parameter: $PAIRS_ARG"
-      else
-        PAIRS_FLAG=""
-        echo "No pairs parameter provided, using freqtrade default"
-      fi
-    fi
+  if [ -n "$parsed_pairs" ]; then
+    pairs=($parsed_pairs)
+    echo "从远程获取到币对: ${pairs[*]}" >&2
+  else
+    echo "⚠️ 远程币对列表解析为空" >&2
   fi
-elif [ -n "$PAIRS_ARG" ]; then
-  # 使用 --pairs 参数提供的交易对
-  PAIRS_FLAG="--pairs $PAIRS_ARG"
-  echo "Using pairs from --pairs parameter: $PAIRS_ARG"
-else
-  # 没有提供任何交易对参数
-  PAIRS_FLAG=""
-  echo "No pairs parameter provided, using freqtrade default"
+
+  echo "${pairs[@]}"
+}
+
+# 3. 合并并去重两个币对列表
+merge_and_deduplicate_pairs() {
+  local -a db_pairs=($1)
+  local -a remote_pairs=($2)
+  local -a merged=()
+
+  merged=($(printf "%s\n" "${db_pairs[@]}" "${remote_pairs[@]}" | sort -u | tr '\n' ' '))
+
+  echo "合并去重后的币对列表: ${merged[*]}" >&2
+  echo "${merged[@]}"
+}
+
+# 4. 验证JSON文件格式是否有效
+validate_json_file() {
+  local json_path="$1"
+
+  if ! command -v jq &>/dev/null; then
+    echo "❌ 未安装jq工具，请先安装jq" >&2
+    exit 1
+  fi
+
+  if [ ! -f "$json_path" ]; then
+    echo "❌ JSON配置文件 $json_path 不存在" >&2
+    exit 1
+  fi
+
+  if ! jq . "$json_path" >/dev/null 2>&1; then
+    echo "❌ JSON文件格式错误：$json_path" >&2
+    exit 1
+  fi
+}
+
+# 5. 更新live.json中的pair_whitelist
+update_live_json_pair_whitelist() {
+  local json_path="$1"
+  local -a pairlist=($2)
+
+  validate_json_file "$json_path"
+
+  local json_array=$(printf '%s\n' "${pairlist[@]}" | jq -R . | jq -s .)
+
+  echo "正在更新 $json_path 中的exchange.pair_whitelist..." >&2
+  jq --argjson pairs "$json_array" '.exchange.pair_whitelist = $pairs' "$json_path" >"$json_path.tmp" && mv "$json_path.tmp" "$json_path"
+
+  if [ $? -eq 0 ]; then
+    echo "✅ 成功更新 $json_path，新的pair_whitelist包含 ${#pairlist[@]} 个币对" >&2
+  else
+    echo "❌ 更新 $json_path 失败" >&2
+    exit 1
+  fi
+}
+
+# 6. 停止并移除指定名称的容器
+remove_existing_container() {
+  local container_name="$1"
+
+  if [ -z "$container_name" ]; then
+    echo "⚠️ 容器名称为空，跳过移除操作" >&2
+    return
+  fi
+
+  # 检查容器是否存在
+  if docker ps -a --format '{{.Names}}' | grep -q "^${container_name}$"; then
+    echo "发现同名容器 $container_name，正在停止并移除..." >&2
+    # 停止容器
+    if ! docker stop "$container_name" >&2; then
+      echo "⚠️ 停止容器 $container_name 失败，尝试强制移除..." >&2
+    fi
+    # 移除容器
+    if docker rm "$container_name" >&2; then
+      echo "✅ 已成功移除容器 $container_name" >&2
+    else
+      echo "❌ 移除容器 $container_name 失败，请手动处理" >&2
+      exit 1
+    fi
+  else
+    echo "未发现同名容器 $container_name，无需移除" >&2
+  fi
+}
+
+### 主逻辑区 ###
+
+# 检查 .env 文件
+if [ ! -f ".env" ]; then
+  echo "⚠️ 本地缺少 .env 文件，请创建并配置" >&2
+  exit 1
 fi
 
-cd ../
-source .venv/bin/activate
-rm -rf user_data/models/*
-rm -rf ./freqtrade/user_data/data/backtest_results/*
-rm -fr ./user_data/dryrun_results/*
-rm result/* || true
+# 加载 .env 变量
+export $(grep -v '^#' .env | xargs)
 
-hyperopt_config="${STRATEGY_NAME%.py}.json"
-docker rm $(docker ps -aq) -f || true
+# 检查必要环境变量
+if [ -z "$TEST_BRANCH" ] || [ -z "$DRYRUN_BRANCH" ]; then
+  echo "⚠️ .env 文件缺少 TEST_BRANCH 或 DRYRUN_BRANCH 配置" >&2
+  exit 1
+fi
+
+# 检查当前分支
+current_branch=$(git rev-parse --abbrev-ref HEAD)
+if [[ "$current_branch" != "$TEST_BRANCH" && "$current_branch" != "$DRYRUN_BRANCH" ]]; then
+  echo "⚠️ 错误：当前分支 '$current_branch' 不符合配置要求" >&2
+  exit 1
+else
+  echo "✅ 当前分支 '$current_branch' 符合配置要求" >&2
+fi
+
+# dryrun分支清理
+if [[ "$current_branch" == *"dryrun"* ]]; then
+  echo "当前为dryrun分支，执行git reset --hard清理工作区..." >&2
+  git reset --hard || {
+    echo "⚠️ git reset失败"
+    exit 1
+  }
+  echo "✅ Git工作区已清理" >&2
+fi
+
+# 设置默认远程币对列表URL，支持命令行参数覆盖
+DEFAULT_PAIR_REMOTE_URL="http://pairlist.xl.home/api/pairlist?mute=true&count=30"
+PAIR_REMOTE_LIST_URL="$DEFAULT_PAIR_REMOTE_URL"
+
+# 解析命令行参数：如果提供则覆盖默认值
+while [[ $# -gt 0 ]]; do
+  case "$1" in
+  --pairRemoteList=*)
+    PAIR_REMOTE_LIST_URL="${1#*=}"
+    shift
+    ;;
+  --pairRemoteList)
+    if [[ -n "$2" && "$2" != -* ]]; then
+      PAIR_REMOTE_LIST_URL="$2"
+      shift 2
+    else
+      echo "错误：--pairRemoteList需要指定值" >&2
+      exit 1
+    fi
+    ;;
+  *)
+    shift
+    ;;
+  esac
+done
+
+# 加载策略配置
+STRATEGY_NAME=${STRATEGY_NAME:-TheForceV7}
+CONFIG_FILE=${CONFIG_FILE:-basic.json}
+PARAMS_NAME=$(echo "$STRATEGY_NAME" | tr '[:upper:]' '[:lower:]')
+
+echo "使用策略: $STRATEGY_NAME" >&2
+echo "使用配置: $CONFIG_FILE" >&2
+echo "测试分支: $TEST_BRANCH" >&2
+echo "远程币对列表URL: $PAIR_REMOTE_LIST_URL" >&2 # 显示当前使用的URL
+
+### 核心：处理币对列表 ###
+
+# 1. 获取数据库币对（使用绝对路径）
+db_path="/home/ubuntu/freqtrade/user_data/tradesv3.sqlite"
+db_pairs=$(get_open_trades_pairs "$db_path")
+
+# 2. 获取远程币对
+remote_pairs=$(get_remote_pairs "$PAIR_REMOTE_LIST_URL")
+
+# 3. 合并去重
+merged_pairs=$(merge_and_deduplicate_pairs "$db_pairs" "$remote_pairs")
+
+# 4. 更新配置文件
+update_live_json_pair_whitelist "../config_examples/live.json" "$merged_pairs"
+
+### 启动容器 ###
 
-# 获取当前 Git Commit 的前 8 位
 GIT_COMMIT_SHORT=$(git rev-parse HEAD | cut -c 1-8)
-echo "docker-compose run -d --rm --name freqtrade-dryrun-${GIT_COMMIT_SHORT} -p 8080:8080 freqtrade trade \
-  --logfile /freqtrade/user_data/logs/freqtrade.log \
-  --db-url sqlite:////freqtrade/user_data/tradesv3.sqlite \
-  --freqaimodel LightGBMRegressorMultiTarget \
-  --fee 0.0008
-  --config /freqtrade/config_examples/$CONFIG_FILE \
-  --config /freqtrade/templates/${PARAMS_NAME}.json \
-  --config /freqtrade/config_examples/live.json \
-  --strategy $STRATEGY_NAME \
-  --strategy-path /freqtrade/templates"
+CONTAINER_NAME="freqtrade-dryrun-${GIT_COMMIT_SHORT}"
 
-docker-compose run -d --rm --name freqtrade-dryrun-${GIT_COMMIT_SHORT} -p 8080:8080 freqtrade trade \
-  $PAIRS_FLAG \
+echo "准备启动容器: $CONTAINER_NAME" >&2
+
+# 移除已存在的同名容器
+remove_existing_container "$CONTAINER_NAME"
+
+# 启动新容器
+echo "启动容器: $CONTAINER_NAME" >&2
+docker-compose run -d --rm \
+  --name "$CONTAINER_NAME" \
+  -p 8080:8080 \
+  freqtrade trade \
   --logfile /freqtrade/user_data/logs/freqtrade.log \
   --db-url sqlite:////freqtrade/user_data/tradesv3.sqlite \
   --freqaimodel LightGBMRegressorMultiTarget \
@@ -176,3 +252,10 @@ docker-compose run -d --rm --name freqtrade-dryrun-${GIT_COMMIT_SHORT} -p 8080:8
   --enable-protections \
   --strategy $STRATEGY_NAME \
   --strategy-path /freqtrade/templates
+
+if [ $? -eq 0 ]; then
+  echo "✅ 容器 $CONTAINER_NAME 启动完成" >&2
+else
+  echo "❌ 容器启动失败" >&2
+  exit 1
+fi
diff --git a/tools/showtrades.sh b/tools/showtrades.sh
new file mode 100755
index 00000000..8557915e
--- /dev/null
+++ b/tools/showtrades.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+
+set -e # 出错立即停止
+
+# 获取当前 Git Commit 的前 8 位
+GIT_COMMIT_SHORT=$(git rev-parse HEAD | cut -c 1-8)
+docker-compose run --rm --name freqtrade-showtrades-${GIT_COMMIT_SHORT} freqtrade show-trades \
+  --print-json \
+  --db-url sqlite:////freqtrade/user_data/tradesv3.sqlite \
diff --git a/tools/trades.sh b/tools/trades.sh
new file mode 100755
index 00000000..4d9d1d6b
--- /dev/null
+++ b/tools/trades.sh
@@ -0,0 +1,3 @@
+#!/bin/bash
+
+sqlite3 -header -csv ~/freqtrade/user_data/tradesv3.sqlite "SELECT id, pair, open_date, amount, open_rate, max_rate, close_profit, stake_amount FROM trades WHERE is_open = 0 ORDER BY open_date DESC LIMIT 10;"