#feature: add AI log analysis & some bugfix

.env.example

@@ -106,3 +106,23 @@ GIT_MONITOR_PROJECTS="service,portal-be,agent-be"
 
 # Admin IP whitelist (comma separated, supports wildcard: 192.168.* or 192.168.1.*)
 TOOLBOX_ADMIN_IPS=
+
+# Alibaba Cloud SLS Configuration
+SLS_ENDPOINT=cn-hangzhou.log.aliyuncs.com
+SLS_PROJECT=your-project
+# 支持单个或多个 logstore（多个用逗号分隔）
+SLS_LOGSTORE=your-logstore
+SLS_ACCESS_KEY_ID=
+SLS_ACCESS_KEY_SECRET=
+SLS_SECURITY_TOKEN=
+SLS_QUERY_TIMEOUT=60
+
+# AI Service Configuration (OpenAI compatible) - 可在页面上配置多个 AI 服务并切换
+# 以下为默认配置，实际使用时可在 configs 表中配置 log_analysis.ai_providers
+AI_ENDPOINT=https://api.openai.com/v1
+AI_API_KEY=
+AI_MODEL=gpt-4o
+AI_TEMPERATURE=0.3
+AI_TIMEOUT=120
+AI_MAX_TOKENS=4096
+

app/Clients/AiClient.php

@@ -0,0 +1,275 @@
+<?php
+
+namespace App\Clients;
+
+use App\Services\ConfigService;
+use Illuminate\Support\Facades\Http;
+use Illuminate\Support\Facades\RateLimiter;
+use RuntimeException;
+
+class AiClient
+{
+    private ConfigService $configService;
+    private ?array $currentProvider = null;
+
+    public function __construct(ConfigService $configService)
+    {
+        $this->configService = $configService;
+    }
+
+    /**
+     * 获取所有配置的 AI 提供商
+     */
+    public function getProviders(): array
+    {
+        $providers = $this->configService->get('log_analysis.ai_providers', []);
+
+        // 如果数据库没有配置，使用 .env 默认配置
+        if (empty($providers)) {
+            $envConfig = config('services.ai');
+            if (!empty($envConfig['api_key'])) {
+                $providers = [
+                    'default' => [
+                        'name' => '默认 (环境变量)',
+                        'endpoint' => $envConfig['endpoint'],
+                        'api_key' => $envConfig['api_key'],
+                        'model' => $envConfig['model'],
+                        'temperature' => $envConfig['temperature'],
+                        'timeout' => $envConfig['timeout'],
+                        'max_tokens' => $envConfig['max_tokens'],
+                        'enabled' => true,
+                    ],
+                ];
+            }
+        }
+
+        return $providers;
+    }
+
+    /**
+     * 获取当前激活的 AI 提供商
+     */
+    public function getActiveProvider(): ?array
+    {
+        if ($this->currentProvider !== null) {
+            return $this->currentProvider;
+        }
+
+        $activeKey = $this->configService->get('log_analysis.active_ai_provider');
+        $providers = $this->getProviders();
+
+        if ($activeKey && isset($providers[$activeKey]) && ($providers[$activeKey]['enabled'] ?? true)) {
+            $this->currentProvider = $providers[$activeKey];
+            $this->currentProvider['key'] = $activeKey;
+            return $this->currentProvider;
+        }
+
+        // 返回第一个启用的提供商
+        foreach ($providers as $key => $provider) {
+            if ($provider['enabled'] ?? true) {
+                $this->currentProvider = $provider;
+                $this->currentProvider['key'] = $key;
+                return $this->currentProvider;
+            }
+        }
+
+        return null;
+    }
+
+    /**
+     * 设置当前使用的提供商
+     */
+    public function setActiveProvider(string $providerKey): void
+    {
+        $providers = $this->getProviders();
+        if (!isset($providers[$providerKey])) {
+            throw new RuntimeException("AI 提供商不存在: {$providerKey}");
+        }
+
+        $this->configService->set('log_analysis.active_ai_provider', $providerKey);
+        $this->currentProvider = $providers[$providerKey];
+        $this->currentProvider['key'] = $providerKey;
+    }
+
+    /**
+     * 检查是否已配置
+     */
+    public function isConfigured(): bool
+    {
+        return $this->getActiveProvider() !== null;
+    }
+
+    /**
+     * 发送聊天请求 (OpenAI 兼容接口)
+     *
+     * @param array $messages 消息数组
+     * @param string|null $systemPrompt 系统提示词
+     * @return string AI 响应内容
+     */
+    public function chat(array $messages, ?string $systemPrompt = null): string
+    {
+        $provider = $this->getActiveProvider();
+        if (!$provider) {
+            throw new RuntimeException('未配置 AI 服务，请在设置页面配置 AI 提供商');
+        }
+
+        // 速率限制
+        $this->waitForRateLimit($provider['key'] ?? 'default');
+
+        $allMessages = [];
+        if ($systemPrompt) {
+            $allMessages[] = ['role' => 'system', 'content' => $systemPrompt];
+        }
+        $allMessages = array_merge($allMessages, $messages);
+
+        $endpoint = rtrim($provider['endpoint'], '/') . '/chat/completions';
+
+        $response = Http::timeout($provider['timeout'] ?? 120)
+            ->withHeaders([
+                'Authorization' => 'Bearer ' . $provider['api_key'],
+                'Content-Type' => 'application/json',
+            ])
+            ->post($endpoint, [
+                'model' => $provider['model'],
+                'messages' => $allMessages,
+                'temperature' => $provider['temperature'] ?? 0.3,
+                'max_tokens' => $provider['max_tokens'] ?? 4096,
+            ]);
+
+        if (!$response->successful()) {
+            $error = $response->json('error.message') ?? $response->body();
+            throw new RuntimeException("AI 请求失败: {$error}");
+        }
+
+        return $response->json('choices.0.message.content', '');
+    }
+
+    /**
+     * 分析日志并返回结构化结果
+     *
+     * @param string $logsContent 日志内容
+     * @param string|null $codeContext 相关代码上下文
+     * @return array 分析结果
+     */
+    public function analyzeLogs(string $logsContent, ?string $codeContext = null): array
+    {
+        $systemPrompt = $this->buildAnalysisSystemPrompt();
+        $userContent = $this->buildAnalysisUserPrompt($logsContent, $codeContext);
+
+        $response = $this->chat([
+            ['role' => 'user', 'content' => $userContent],
+        ], $systemPrompt);
+
+        return $this->parseAnalysisResponse($response);
+    }
+
+    /**
+     * 测试连接
+     */
+    public function testConnection(): array
+    {
+        $provider = $this->getActiveProvider();
+        if (!$provider) {
+            return [
+                'success' => false,
+                'message' => '未配置 AI 服务',
+            ];
+        }
+
+        try {
+            $response = $this->chat([
+                ['role' => 'user', 'content' => 'Hello, please respond with "OK" only.'],
+            ]);
+
+            return [
+                'success' => true,
+                'message' => '连接成功',
+                'provider' => $provider['name'] ?? $provider['key'],
+                'model' => $provider['model'],
+            ];
+        } catch (\Exception $e) {
+            return [
+                'success' => false,
+                'message' => $e->getMessage(),
+            ];
+        }
+    }
+
+    private function buildAnalysisSystemPrompt(): string
+    {
+        return <<<'PROMPT'
+你是一个专业的日志分析专家。你的任务是分析提供的日志内容，识别异常和问题，并给出分类和建议。
+
+请按照以下 JSON 格式返回分析结果：
+{
+  "core_anomalies": [
+    {
+      "type": "error|warning|performance|security",
+      "classification": "database|network|application|configuration|resource|other",
+      "count": 数量,
+      "sample": "示例日志内容",
+      "possible_cause": "可能的原因",
+      "suggestion": "建议的解决方案"
+    }
+  ],
+  "summary": "整体分析摘要",
+  "impact": "high|medium|low",
+  "trends": "趋势分析（可选）"
+}
+
+分类说明：
+- type: error(错误), warning(警告), performance(性能问题), security(安全问题)
+- classification: database(数据库), network(网络), application(应用逻辑), configuration(配置), resource(资源), other(其他)
+- impact: high(高影响), medium(中等影响), low(低影响)
+
+请确保返回有效的 JSON 格式。
+PROMPT;
+    }
+
+    private function buildAnalysisUserPrompt(string $logsContent, ?string $codeContext): string
+    {
+        $prompt = "请分析以下日志内容：\n\n```\n{$logsContent}\n```";
+
+        if ($codeContext) {
+            $prompt .= "\n\n相关代码上下文：\n\n```\n{$codeContext}\n```";
+        }
+
+        return $prompt;
+    }
+
+    private function parseAnalysisResponse(string $response): array
+    {
+        // 尝试提取 JSON
+        if (preg_match('/\{[\s\S]*}/', $response, $matches)) {
+            $json = $matches[0];
+            $decoded = json_decode($json, true);
+            if (json_last_error() === JSON_ERROR_NONE) {
+                return $decoded;
+            }
+        }
+
+        // 如果无法解析 JSON，返回原始响应
+        return [
+            'core_anomalies' => [],
+            'summary' => $response,
+            'impact' => 'unknown',
+            'raw_response' => $response,
+        ];
+    }
+
+    private function waitForRateLimit(string $providerKey): void
+    {
+        $key = "ai_rate_limit:{$providerKey}";
+
+        // 每分钟最多 60 次请求
+        $maxAttempts = 60;
+        $decaySeconds = 60;
+
+        if (RateLimiter::tooManyAttempts($key, $maxAttempts)) {
+            $seconds = RateLimiter::availableIn($key);
+            sleep($seconds);
+        }
+
+        RateLimiter::hit($key, $decaySeconds);
+    }
+}

app/Clients/SlsClient.php

@@ -0,0 +1,292 @@
+<?php
+
+namespace App\Clients;
+
+use Aliyun_Log_Client;
+use Aliyun_Log_Models_GetLogsRequest;
+use Aliyun_Log_Models_GetHistogramsRequest;
+use Aliyun_Log_Exception;
+use RuntimeException;
+
+class SlsClient
+{
+    private ?Aliyun_Log_Client $client = null;
+    private string $project;
+    private array $logstores;
+
+    public function __construct()
+    {
+        $config = config('services.sls');
+
+        if (empty($config['endpoint']) || empty($config['access_key_id']) || empty($config['access_key_secret'])) {
+            return;
+        }
+
+        $this->project = $config['project'] ?? '';
+
+        // 解析 logstore 配置，支持逗号分隔的多个 logstore
+        $logstoreConfig = $config['logstore'] ?? '';
+        if (!empty($logstoreConfig)) {
+            // 如果包含逗号，说明是多个 logstore
+            if (str_contains($logstoreConfig, ',')) {
+                $this->logstores = array_map('trim', explode(',', $logstoreConfig));
+            } else {
+                $this->logstores = [$logstoreConfig];
+            }
+        } else {
+            $this->logstores = [];
+        }
+
+        $this->client = new Aliyun_Log_Client(
+            $config['endpoint'],
+            $config['access_key_id'],
+            $config['access_key_secret'],
+            $config['security_token'] ?: ''
+        );
+    }
+
+    public function isConfigured(): bool
+    {
+        // 只要有 client、project，并且至少有一个 logstore 就算配置完成
+        return $this->client !== null
+            && !empty($this->project)
+            && !empty($this->logstores);
+    }
+
+    /**
+     * 获取配置的所有 logstore
+     */
+    public function getLogstores(): array
+    {
+        return $this->logstores;
+    }
+
+    /**
+     * 获取默认的 logstore（第一个）
+     */
+    private function getDefaultLogstore(): string
+    {
+        if (empty($this->logstores)) {
+            throw new RuntimeException('没有配置可用的 logstore');
+        }
+
+        return $this->logstores[0];
+    }
+
+    /**
+     * 查询日志
+     *
+     * @param int $from 开始时间戳
+     * @param int $to 结束时间戳
+     * @param string|null $query SLS 查询语句
+     * @param int $offset 偏移量
+     * @param int $limit 返回数量
+     * @param string|null $logstore 可选的 logstore，不传则使用默认
+     * @return array{logs: array, count: int, complete: bool}
+     */
+    public function getLogs(
+        int $from,
+        int $to,
+        ?string $query = null,
+        int $offset = 0,
+        int $limit = 100,
+        ?string $logstore = null
+    ): array {
+        $this->ensureConfigured();
+
+        $request = new Aliyun_Log_Models_GetLogsRequest(
+            $this->project,
+            $logstore ?? $this->getDefaultLogstore(),
+            $from,
+            $to,
+            '',
+            $query ?? '*',
+            $limit,
+            $offset,
+            false
+        );
+
+        try {
+            $response = $this->client->getLogs($request);
+
+            $logs = [];
+            foreach ($response->getLogs() as $log) {
+                $logs[] = $log->getContents();
+            }
+
+            return [
+                'logs' => $logs,
+                'count' => $response->getCount(),
+                'complete' => $response->isCompleted(),
+            ];
+        } catch (Aliyun_Log_Exception $e) {
+            throw new RuntimeException(
+                "SLS 查询失败: [{$e->getErrorCode()}] {$e->getErrorMessage()}",
+                0,
+                $e
+            );
+        }
+    }
+
+    /**
+     * 获取日志分布直方图
+     *
+     * @param int $from 开始时间戳
+     * @param int $to 结束时间戳
+     * @param string|null $query SLS 查询语句
+     * @param string|null $logstore 可选的 logstore
+     * @return array{histograms: array, count: int, complete: bool}
+     */
+    public function getHistograms(
+        int $from,
+        int $to,
+        ?string $query = null,
+        ?string $logstore = null
+    ): array {
+        $this->ensureConfigured();
+
+        $request = new Aliyun_Log_Models_GetHistogramsRequest(
+            $this->project,
+            $logstore ?? $this->getDefaultLogstore(),
+            $from,
+            $to,
+            '',
+            $query ?? '*'
+        );
+
+        try {
+            $response = $this->client->getHistograms($request);
+
+            $histograms = [];
+            foreach ($response->getHistograms() as $histogram) {
+                $histograms[] = [
+                    'from' => $histogram->getFrom(),
+                    'to' => $histogram->getTo(),
+                    'count' => $histogram->getCount(),
+                    'complete' => $histogram->isCompleted(),
+                ];
+            }
+
+            return [
+                'histograms' => $histograms,
+                'count' => $response->getTotalCount(),
+                'complete' => $response->isCompleted(),
+            ];
+        } catch (Aliyun_Log_Exception $e) {
+            throw new RuntimeException(
+                "SLS 直方图查询失败: [{$e->getErrorCode()}] {$e->getErrorMessage()}",
+                0,
+                $e
+            );
+        }
+    }
+
+    /**
+     * 分页获取所有日志
+     *
+     * @param int $from 开始时间戳
+     * @param int $to 结束时间戳
+     * @param string|null $query SLS 查询语句
+     * @param int $maxLogs 最大返回日志数
+     * @param string|null $logstore 可选的 logstore
+     * @return array
+     */
+    public function getAllLogs(
+        int $from,
+        int $to,
+        ?string $query = null,
+        int $maxLogs = 1000,
+        ?string $logstore = null
+    ): array {
+        $allLogs = [];
+        $offset = 0;
+        $batchSize = 100;
+
+        while (count($allLogs) < $maxLogs) {
+            $result = $this->getLogs($from, $to, $query, $offset, $batchSize, $logstore);
+
+            $allLogs = array_merge($allLogs, $result['logs']);
+
+            if ($result['complete'] || count($result['logs']) < $batchSize) {
+                break;
+            }
+
+            $offset += $batchSize;
+        }
+
+        return array_slice($allLogs, 0, $maxLogs);
+    }
+
+    /**
+     * 测试连接
+     */
+    public function testConnection(): bool
+    {
+        if (!$this->isConfigured()) {
+            return false;
+        }
+
+        try {
+            $now = time();
+            $this->getLogs($now - 60, $now, '*', 0, 1);
+            return true;
+        } catch (\Exception $e) {
+            return false;
+        }
+    }
+
+    /**
+     * 从多个 logstore 获取日志
+     *
+     * @param int $from 开始时间戳
+     * @param int $to 结束时间戳
+     * @param string|null $query SLS 查询语句
+     * @param int $maxLogs 最大返回日志数
+     * @param array|null $logstores 要查询的 logstore 列表，不传则使用配置的所有 logstore
+     * @return array 按 logstore 分组的日志数据 ['logstore_name' => ['logs' => [...], 'count' => 100]]
+     */
+    public function getAllLogsFromMultipleStores(
+        int $from,
+        int $to,
+        ?string $query = null,
+        int $maxLogs = 1000,
+        ?array $logstores = null
+    ): array {
+        $this->ensureConfigured();
+
+        $targetLogstores = $logstores ?? $this->getLogstores();
+
+        if (empty($targetLogstores)) {
+            throw new RuntimeException('没有配置可用的 logstore');
+        }
+
+        $results = [];
+
+        foreach ($targetLogstores as $logstore) {
+            try {
+                $logs = $this->getAllLogs($from, $to, $query, $maxLogs, $logstore);
+                $results[$logstore] = [
+                    'logs' => $logs,
+                    'count' => count($logs),
+                    'success' => true,
+                ];
+            } catch (\Exception $e) {
+                $results[$logstore] = [
+                    'logs' => [],
+                    'count' => 0,
+                    'success' => false,
+                    'error' => $e->getMessage(),
+                ];
+            }
+        }
+
+        return $results;
+    }
+
+    private function ensureConfigured(): void
+    {
+        if (!$this->isConfigured()) {
+            throw new RuntimeException('SLS 客户端未配置，请检查 .env 中的 SLS_* 配置项');
+        }
+    }
+}

app/Console/Commands/GitMonitorCheckCommand.php

@@ -37,11 +37,31 @@ class GitMonitorCheckCommand extends Command
             ));
 
             if (!empty($result['issues']['develop_merges'])) {
-                $this->warn(sprintf('  - 检测到 %d 个 develop merge', count($result['issues']['develop_merges'])));
+                $this->warn(sprintf('  - 检测到 %d 个 develop merge:', count($result['issues']['develop_merges'])));
+                foreach ($result['issues']['develop_merges'] as $commit) {
+                    $this->warn(sprintf(
+                        '    • %s %s (%s)',
+                        substr($commit['hash'], 0, 8),
+                        $commit['subject'],
+                        $commit['author']
+                    ));
+                }
             }
 
             if (!empty($result['issues']['missing_functions'])) {
-                $this->warn(sprintf('  - 检测到 %d 个疑似缺失函数的提交', count($result['issues']['missing_functions'])));
+                $this->warn(sprintf('  - 检测到 %d 个疑似缺失函数的提交:', count($result['issues']['missing_functions'])));
+                foreach ($result['issues']['missing_functions'] as $issue) {
+                    $this->warn(sprintf(
+                        '    • %s %s (%s)',
+                        substr($issue['commit']['hash'], 0, 8),
+                        $issue['commit']['subject'],
+                        $issue['commit']['author']
+                    ));
+                    foreach ($issue['details'] as $detail) {
+                        $functions = implode(', ', array_slice($detail['functions'], 0, 5));
+                        $this->warn(sprintf('      %s => %s', $detail['file'], $functions));
+                    }
+                }
             }
         }
     }

app/Console/Commands/LogAnalysisCommand.php

@@ -0,0 +1,188 @@
+<?php
+
+namespace App\Console\Commands;
+
+use App\Enums\AnalysisMode;
+use App\Services\LogAnalysisService;
+use App\Services\SlsService;
+use App\Services\AiService;
+use Carbon\Carbon;
+use Illuminate\Console\Command;
+
+class LogAnalysisCommand extends Command
+{
+    protected $signature = 'log-analysis:run
+                            {--from= : 开始时间 (Y-m-d H:i:s 或相对时间如 -1h, -30m, -1d)}
+                            {--to= : 结束时间 (Y-m-d H:i:s 或相对时间，默认 now)}
+                            {--query= : SLS 查询语句}
+                            {--mode=logs : 分析模式 (logs|logs+code)}
+                            {--output= : 输出 JSON 报告的文件路径}
+                            {--push : 推送结果到钉钉}
+                            {--no-save : 不保存报告到数据库}';
+
+    protected $description = '分析 SLS 日志，支持 AI 智能分析和钉钉推送';
+
+    public function handle(
+        LogAnalysisService $analysisService,
+        SlsService $slsService,
+        AiService $aiService
+    ): int {
+        // 检查配置
+        if (!$slsService->isConfigured()) {
+            $this->error('SLS 服务未配置，请检查 .env 中的 SLS_* 配置项');
+            return Command::FAILURE;
+        }
+
+        if (!$aiService->isConfigured()) {
+            $this->error('AI 服务未配置，请在页面上配置 AI 提供商或设置 .env 中的 AI_* 配置项');
+            return Command::FAILURE;
+        }
+
+        // 解析时间参数
+        $from = $this->parseTime($this->option('from') ?? '-1h');
+        $to = $this->parseTime($this->option('to') ?? 'now');
+
+        if ($from >= $to) {
+            $this->error('开始时间必须早于结束时间');
+            return Command::FAILURE;
+        }
+
+        // 解析分析模式
+        $modeOption = $this->option('mode');
+        $mode = $modeOption === 'logs+code'
+            ? AnalysisMode::LogsWithCode
+            : AnalysisMode::Logs;
+
+        $query = $this->option('query');
+
+        $this->info("开始分析日志...");
+        $this->line("  时间范围: {$from->format('Y-m-d H:i:s')} ~ {$to->format('Y-m-d H:i:s')}");
+        $this->line("  查询语句: " . ($query ?: '*'));
+        $this->line("  分析模式: {$mode->label()}");
+        $this->newLine();
+
+        try {
+            $result = $analysisService->analyze(
+                $from,
+                $to,
+                $query,
+                $mode,
+                !$this->option('no-save')
+            );
+
+            // 输出到文件
+            if ($outputPath = $this->option('output')) {
+                $json = json_encode($result, JSON_PRETTY_PRINT | JSON_UNESCAPED_UNICODE);
+                file_put_contents($outputPath, $json);
+                $this->info("报告已保存到: {$outputPath}");
+            }
+
+            // 推送到钉钉
+            if ($this->option('push')) {
+                $this->line("正在推送到钉钉...");
+                $pushed = $analysisService->pushToNotification($result);
+                if ($pushed) {
+                    $this->info("已推送到钉钉");
+                } else {
+                    $this->warn("钉钉推送失败");
+                }
+            }
+
+            // 显示摘要
+            $this->displaySummary($result);
+
+            return Command::SUCCESS;
+        } catch (\Exception $e) {
+            $this->error("分析失败: {$e->getMessage()}");
+            return Command::FAILURE;
+        }
+    }
+
+    /**
+     * 解析时间参数
+     */
+    private function parseTime(string $input): Carbon
+    {
+        // 相对时间格式: -1h, -30m, -1d, -2w
+        if (preg_match('/^-(\d+)([hmsdw])$/', $input, $matches)) {
+            $value = (int) $matches[1];
+            $unit = $matches[2];
+
+            return match ($unit) {
+                'h' => Carbon::now()->subHours($value),
+                'm' => Carbon::now()->subMinutes($value),
+                's' => Carbon::now()->subSeconds($value),
+                'd' => Carbon::now()->subDays($value),
+                'w' => Carbon::now()->subWeeks($value),
+                default => Carbon::now(),
+            };
+        }
+
+        // 特殊值
+        if ($input === 'now') {
+            return Carbon::now();
+        }
+
+        // 尝试解析为日期时间
+        return Carbon::parse($input);
+    }
+
+    /**
+     * 显示分析摘要
+     */
+    private function displaySummary(array $result): void
+    {
+        $this->newLine();
+        $this->info('=== 分析摘要 ===');
+        $this->line("总日志数: {$result['metadata']['total_logs']}");
+        $this->line("分析应用数: {$result['metadata']['apps_analyzed']}");
+        $this->line("执行时间: {$result['metadata']['execution_time_ms']}ms");
+        $this->newLine();
+
+        if (empty($result['results'])) {
+            $this->warn('未找到匹配的日志');
+            return;
+        }
+
+        foreach ($result['results'] as $appName => $appResult) {
+            $this->line("【{$appName}】");
+
+            if (isset($appResult['error'])) {
+                $this->error("  分析失败: {$appResult['error']}");
+                continue;
+            }
+
+            $impact = $appResult['impact'] ?? 'unknown';
+            $impactColor = match ($impact) {
+                'high' => 'red',
+                'medium' => 'yellow',
+                'low' => 'green',
+                default => 'white',
+            };
+
+            $this->line("  日志数: {$appResult['log_count']}");
+            $this->line("  代码上下文: " . ($appResult['has_code_context'] ? '是' : '否'));
+            $this->line("  影响级别: <fg={$impactColor}>{$impact}</>");
+            $this->line("  摘要: " . ($appResult['summary'] ?? 'N/A'));
+
+            $anomalies = $appResult['core_anomalies'] ?? [];
+            if (!empty($anomalies)) {
+                $this->line("  异常数: " . count($anomalies));
+
+                $table = [];
+                foreach (array_slice($anomalies, 0, 5) as $anomaly) {
+                    $table[] = [
+                        $anomaly['type'] ?? 'N/A',
+                        $anomaly['classification'] ?? 'N/A',
+                        $anomaly['count'] ?? 1,
+                        mb_substr($anomaly['possible_cause'] ?? 'N/A', 0, 40),
+                    ];
+                }
+
+                $this->table(['类型', '分类', '数量', '可能原因'], $table);
+            }
+
+            $this->newLine();
+        }
+    }
+}

app/Enums/AnalysisMode.php

@@ -0,0 +1,17 @@
+<?php
+
+namespace App\Enums;
+
+enum AnalysisMode: string
+{
+    case Logs = 'logs';
+    case LogsWithCode = 'logs+code';
+
+    public function label(): string
+    {
+        return match ($this) {
+            self::Logs => '仅日志分析',
+            self::LogsWithCode => '日志 + 代码分析',
+        };
+    }
+}

app/Http/Controllers/LogAnalysisController.php

@@ -0,0 +1,315 @@
+<?php
+
+namespace App\Http\Controllers;
+
+use App\Enums\AnalysisMode;
+use App\Services\AiService;
+use App\Services\ConfigService;
+use App\Services\LogAnalysisService;
+use App\Services\SlsService;
+use Carbon\Carbon;
+use Illuminate\Http\JsonResponse;
+use Illuminate\Http\Request;
+
+class LogAnalysisController extends Controller
+{
+    public function __construct(
+        private readonly LogAnalysisService $analysisService,
+        private readonly SlsService $slsService,
+        private readonly AiService $aiService,
+        private readonly ConfigService $configService
+    ) {}
+
+    /**
+     * 查询日志（预览，不进行 AI 分析）
+     */
+    public function queryLogs(Request $request): JsonResponse
+    {
+        $validated = $request->validate([
+            'from' => 'required|date',
+            'to' => 'required|date|after:from',
+            'query' => 'nullable|string|max:1000',
+            'limit' => 'nullable|integer|min:1|max:1000',
+            'logstores' => 'nullable|array',
+            'logstores.*' => 'string',
+        ]);
+
+        if (!$this->slsService->isConfigured()) {
+            return response()->json([
+                'success' => false,
+                'message' => 'SLS 服务未配置，请检查 .env 中的 SLS_* 配置项',
+            ], 400);
+        }
+
+        try {
+            // 如果指定了多个 logstore，使用多 logstore 查询
+            if (!empty($validated['logstores']) && count($validated['logstores']) > 1) {
+                $result = $this->analysisService->queryLogsFromMultipleStores(
+                    Carbon::parse($validated['from']),
+                    Carbon::parse($validated['to']),
+                    $validated['query'] ?? null,
+                    $validated['limit'] ?? 100,
+                    $validated['logstores']
+                );
+            } else {
+                // 单个 logstore 查询
+                $result = $this->analysisService->queryLogs(
+                    Carbon::parse($validated['from']),
+                    Carbon::parse($validated['to']),
+                    $validated['query'] ?? null,
+                    $validated['limit'] ?? 100
+                );
+            }
+
+            return response()->json([
+                'success' => true,
+                'data' => $result,
+            ]);
+        } catch (\Exception $e) {
+            $errorMessage = $e->getMessage();
+
+            // 优化常见错误提示
+            if (str_contains($errorMessage, 'key') && str_contains($errorMessage, 'is not config as key value config')) {
+                $errorMessage = 'SLS 查询语法错误：使用 "字段:值" 语法需要该字段配置为键值索引。建议使用全文搜索（如 "ERROR"）或 SQL 语法（如 "* | where level = \"ERROR\""）';
+            } elseif (str_contains($errorMessage, 'ParameterInvalid')) {
+                $errorMessage = 'SLS 查询参数无效：' . $errorMessage . '。请检查查询语法是否正确';
+            }
+
+            return response()->json([
+                'success' => false,
+                'message' => $errorMessage,
+            ], 500);
+        }
+    }
+
+    /**
+     * 获取可用的 logstore 列表
+     */
+    public function getLogstores(): JsonResponse
+    {
+        if (!$this->slsService->isConfigured()) {
+            return response()->json([
+                'success' => false,
+                'message' => 'SLS 服务未配置',
+            ], 400);
+        }
+
+        try {
+            $logstores = $this->slsService->getLogstores();
+
+            return response()->json([
+                'success' => true,
+                'data' => [
+                    'logstores' => $logstores,
+                ],
+            ]);
+        } catch (\Exception $e) {
+            return response()->json([
+                'success' => false,
+                'message' => $e->getMessage(),
+            ], 500);
+        }
+    }
+
+    /**
+     * 执行异步分析（创建后台任务）
+     */
+    public function analyze(Request $request): JsonResponse
+    {
+        $validated = $request->validate([
+            'from' => 'required|date',
+            'to' => 'required|date|after:from',
+            'query' => 'nullable|string|max:1000',
+            'mode' => 'nullable|in:logs,logs+code',
+        ]);
+
+        if (!$this->slsService->isConfigured()) {
+            return response()->json([
+                'success' => false,
+                'message' => 'SLS 服务未配置',
+            ], 400);
+        }
+
+        if (!$this->aiService->isConfigured()) {
+            return response()->json([
+                'success' => false,
+                'message' => 'AI 服务未配置，请在设置页面配置 AI 提供商',
+            ], 400);
+        }
+
+        $mode = ($validated['mode'] ?? 'logs') === 'logs+code'
+            ? AnalysisMode::LogsWithCode
+            : AnalysisMode::Logs;
+
+        try {
+            // 创建异步分析任务
+            $report = $this->analysisService->analyzeAsync(
+                Carbon::parse($validated['from']),
+                Carbon::parse($validated['to']),
+                $validated['query'] ?? null,
+                $mode
+            );
+
+            return response()->json([
+                'success' => true,
+                'message' => '分析任务已创建，请在历史报告中查看结果',
+                'data' => [
+                    'report_id' => $report->id,
+                    'status' => $report->status,
+                ],
+            ]);
+        } catch (\Exception $e) {
+            return response()->json([
+                'success' => false,
+                'message' => $e->getMessage(),
+            ], 500);
+        }
+    }
+
+    /**
+     * 获取历史报告列表
+     */
+    public function listReports(Request $request): JsonResponse
+    {
+        $validated = $request->validate([
+            'limit' => 'nullable|integer|min:1|max:100',
+            'offset' => 'nullable|integer|min:0',
+        ]);
+
+        $result = $this->analysisService->getReports(
+            $validated['limit'] ?? 20,
+            $validated['offset'] ?? 0
+        );
+
+        return response()->json([
+            'success' => true,
+            'data' => $result,
+        ]);
+    }
+
+    /**
+     * 获取单个报告详情
+     */
+    public function getReport(int $id): JsonResponse
+    {
+        $report = $this->analysisService->getReport($id);
+
+        if (!$report) {
+            return response()->json([
+                'success' => false,
+                'message' => '报告不存在',
+            ], 404);
+        }
+
+        return response()->json([
+            'success' => true,
+            'data' => $report,
+        ]);
+    }
+
+    /**
+     * 获取配置
+     */
+    public function getConfig(): JsonResponse
+    {
+        return response()->json([
+            'success' => true,
+            'data' => [
+                'sls_configured' => $this->slsService->isConfigured(),
+                'ai_configured' => $this->aiService->isConfigured(),
+                'ai_providers' => $this->aiService->getProviders(),
+                'active_ai_provider' => $this->aiService->getActiveProvider(),
+                'app_env_map' => $this->configService->get('log_analysis.app_env_map', []),
+                'settings' => $this->configService->get('log_analysis.settings', [
+                    'max_logs_per_batch' => 1000,
+                    'max_logs_per_app' => 500,
+                    'default_time_window_minutes' => 60,
+                    'schedule_enabled' => false,
+                ]),
+            ],
+        ]);
+    }
+
+    /**
+     * 更新配置（需要管理员权限）
+     */
+    public function updateConfig(Request $request): JsonResponse
+    {
+        $validated = $request->validate([
+            'app_env_map' => 'nullable|array',
+            'settings' => 'nullable|array',
+            'ai_providers' => 'nullable|array',
+            'active_ai_provider' => 'nullable|string',
+        ]);
+
+        try {
+            if (isset($validated['app_env_map'])) {
+                $this->configService->set(
+                    'log_analysis.app_env_map',
+                    $validated['app_env_map'],
+                    'Log analysis app to project/env mapping'
+                );
+            }
+
+            if (isset($validated['settings'])) {
+                $this->configService->set(
+                    'log_analysis.settings',
+                    $validated['settings'],
+                    'Log analysis settings'
+                );
+            }
+
+            if (isset($validated['ai_providers'])) {
+                $this->aiService->saveProviders($validated['ai_providers']);
+            }
+
+            if (isset($validated['active_ai_provider'])) {
+                $this->aiService->setActiveProvider($validated['active_ai_provider']);
+            }
+
+            return response()->json([
+                'success' => true,
+                'message' => '配置已更新',
+            ]);
+        } catch (\Exception $e) {
+            return response()->json([
+                'success' => false,
+                'message' => $e->getMessage(),
+            ], 400);
+        }
+    }
+
+    /**
+     * 测试 SLS 连接
+     */
+    public function testSlsConnection(): JsonResponse
+    {
+        if (!$this->slsService->isConfigured()) {
+            return response()->json([
+                'success' => false,
+                'message' => 'SLS 服务未配置',
+            ]);
+        }
+
+        $connected = $this->slsService->testConnection();
+
+        return response()->json([
+            'success' => $connected,
+            'message' => $connected ? 'SLS 连接成功' : 'SLS 连接失败',
+        ]);
+    }
+
+    /**
+     * 测试 AI 连接
+     */
+    public function testAiConnection(): JsonResponse
+    {
+        $result = $this->aiService->testConnection();
+
+        return response()->json([
+            'success' => $result['success'],
+            'message' => $result['message'],
+            'data' => $result,
+        ]);
+    }
+}

app/Jobs/LogAnalysisJob.php

@@ -0,0 +1,224 @@
+<?php
+
+namespace App\Jobs;
+
+use App\Enums\AnalysisMode;
+use App\Models\LogAnalysisReport;
+use App\Services\AiService;
+use App\Services\CodeContextService;
+use App\Services\ConfigService;
+use App\Services\DingTalkService;
+use App\Services\SlsService;
+use Carbon\Carbon;
+use Illuminate\Bus\Queueable;
+use Illuminate\Contracts\Queue\ShouldQueue;
+use Illuminate\Foundation\Bus\Dispatchable;
+use Illuminate\Queue\InteractsWithQueue;
+use Illuminate\Queue\SerializesModels;
+use Illuminate\Support\Collection;
+use Illuminate\Support\Facades\Log;
+
+class LogAnalysisJob implements ShouldQueue
+{
+    use Dispatchable, InteractsWithQueue, Queueable, SerializesModels;
+
+    public int $timeout = 600; // 10 分钟超时
+    public int $tries = 1; // 只尝试一次
+
+    public function __construct(
+        private readonly int $reportId,
+        private readonly Carbon $from,
+        private readonly Carbon $to,
+        private readonly ?string $query,
+        private readonly AnalysisMode $mode,
+        private readonly bool $pushNotification = false
+    ) {}
+
+    public function handle(
+        SlsService $slsService,
+        AiService $aiService,
+        CodeContextService $codeContextService,
+        ConfigService $configService,
+        DingTalkService $dingTalkService
+    ): void {
+        $report = LogAnalysisReport::find($this->reportId);
+        if (!$report) {
+            Log::error("LogAnalysisJob: Report not found", ['report_id' => $this->reportId]);
+            return;
+        }
+
+        try {
+            $startTime = microtime(true);
+
+            // 1. 获取日志
+            $logs = $slsService->fetchLogs($this->from, $this->to, $this->query);
+
+            if ($logs->isEmpty()) {
+                $report->update([
+                    'status' => 'completed',
+                    'total_logs' => 0,
+                    'results' => [],
+                    'metadata' => [
+                        'total_logs' => 0,
+                        'apps_analyzed' => 0,
+                        'execution_time_ms' => 0,
+                        'analyzed_at' => Carbon::now()->format('Y-m-d H:i:s'),
+                        'message' => '未找到匹配的日志',
+                    ],
+                ]);
+                return;
+            }
+
+            // 2. 按 app_name 分组
+            $grouped = $slsService->groupByAppName($logs);
+
+            // 3. 分析每个分组
+            $results = [];
+            $settings = $configService->get('log_analysis.settings', []);
+            $maxLogsPerApp = $settings['max_logs_per_app'] ?? 500;
+
+            foreach ($grouped as $appName => $appLogs) {
+                $appLogsCollection = collect($appLogs);
+
+                // 限制每个 app 的日志数量
+                if ($appLogsCollection->count() > $maxLogsPerApp) {
+                    $appLogsCollection = $appLogsCollection->take($maxLogsPerApp);
+                }
+
+                // 获取代码上下文（如果需要）
+                $codeContext = null;
+                if ($this->mode === AnalysisMode::LogsWithCode) {
+                    $repoPath = $codeContextService->getRepoPath($appName);
+                    if ($repoPath) {
+                        $codeContext = $codeContextService->extractRelevantCode($repoPath, $appLogsCollection);
+                    }
+                }
+
+                // 准备日志内容
+                $logsContent = $this->formatLogsForAnalysis($appLogsCollection);
+
+                // AI 分析
+                try {
+                    $results[$appName] = $aiService->analyzeLogs($logsContent, $codeContext);
+                    $results[$appName]['log_count'] = $appLogsCollection->count();
+                    $results[$appName]['has_code_context'] = $codeContext !== null;
+                } catch (\Exception $e) {
+                    $results[$appName] = [
+                        'error' => $e->getMessage(),
+                        'log_count' => $appLogsCollection->count(),
+                        'has_code_context' => false,
+                    ];
+                }
+            }
+
+            $executionTime = (microtime(true) - $startTime) * 1000;
+
+            // 4. 更新报告
+            $report->update([
+                'status' => 'completed',
+                'total_logs' => $logs->count(),
+                'results' => $results,
+                'metadata' => [
+                    'total_logs' => $logs->count(),
+                    'apps_analyzed' => count($results),
+                    'execution_time_ms' => round($executionTime),
+                    'analyzed_at' => Carbon::now()->format('Y-m-d H:i:s'),
+                ],
+            ]);
+
+            // 5. 推送通知（如果需要）
+            if ($this->pushNotification) {
+                $this->pushToNotification($report, $dingTalkService);
+            }
+
+            Log::info("LogAnalysisJob: Completed", [
+                'report_id' => $this->reportId,
+                'total_logs' => $logs->count(),
+                'execution_time_ms' => round($executionTime),
+            ]);
+
+        } catch (\Exception $e) {
+            Log::error("LogAnalysisJob: Failed", [
+                'report_id' => $this->reportId,
+                'error' => $e->getMessage(),
+            ]);
+
+            $report->update([
+                'status' => 'failed',
+                'error_message' => $e->getMessage(),
+            ]);
+        }
+    }
+
+    private function formatLogsForAnalysis(Collection $logs): string
+    {
+        $formatted = [];
+
+        foreach ($logs as $log) {
+            $line = sprintf(
+                "[%s] [%s] %s",
+                $log['time'] ?? 'N/A',
+                $log['level'] ?? 'N/A',
+                $log['message'] ?? json_encode($log['_raw'] ?? $log)
+            );
+
+            if (!empty($log['trace'])) {
+                $line .= "\n" . $log['trace'];
+            }
+
+            $formatted[] = $line;
+        }
+
+        return implode("\n\n", $formatted);
+    }
+
+    private function pushToNotification(LogAnalysisReport $report, DingTalkService $dingTalkService): void
+    {
+        $lines = [];
+        $lines[] = "📊 SLS 日志分析报告";
+        $lines[] = "时间范围: {$report->from_time->format('Y-m-d H:i:s')} ~ {$report->to_time->format('Y-m-d H:i:s')}";
+        $lines[] = "总日志数: {$report->total_logs}";
+        $lines[] = "";
+
+        foreach ($report->results as $appName => $appResult) {
+            $lines[] = "【{$appName}】";
+
+            if (isset($appResult['error'])) {
+                $lines[] = "  分析失败: {$appResult['error']}";
+                continue;
+            }
+
+            $impact = $appResult['impact'] ?? 'unknown';
+            $impactEmoji = match ($impact) {
+                'high' => '🔴',
+                'medium' => '🟡',
+                'low' => '🟢',
+                default => '⚪',
+            };
+
+            $lines[] = "  影响级别: {$impactEmoji} {$impact}";
+            $lines[] = "  摘要: " . ($appResult['summary'] ?? 'N/A');
+
+            $anomalies = $appResult['core_anomalies'] ?? [];
+            if (!empty($anomalies)) {
+                $lines[] = "  异常数: " . count($anomalies);
+                foreach (array_slice($anomalies, 0, 3) as $anomaly) {
+                    $lines[] = "    - [{$anomaly['classification']}] {$anomaly['possible_cause']}";
+                }
+            }
+
+            $lines[] = "";
+        }
+
+        $message = implode("\n", $lines);
+
+        try {
+            $dingTalkService->sendText($message);
+        } catch (\Exception $e) {
+            Log::warning("LogAnalysisJob: Failed to push notification", [
+                'report_id' => $this->reportId,
+                'error' => $e->getMessage(),
+            ]);
+        }
+    }
+}

app/Models/LogAnalysisReport.php

@@ -0,0 +1,25 @@
+<?php
+
+namespace App\Models;
+
+class LogAnalysisReport extends BaseModel
+{
+    protected $fillable = [
+        'from_time',
+        'to_time',
+        'query',
+        'mode',
+        'total_logs',
+        'results',
+        'metadata',
+        'status',
+        'error_message',
+    ];
+
+    protected $casts = [
+        'from_time' => 'datetime',
+        'to_time' => 'datetime',
+        'results' => 'array',
+        'metadata' => 'array',
+    ];
+}

app/Providers/AppServiceProvider.php

@@ -2,6 +2,19 @@
 
 namespace App\Providers;
 
+use App\Clients\AgentClient;
+use App\Clients\AiClient;
+use App\Clients\MonoClient;
+use App\Clients\SlsClient;
+use App\Services\AiService;
+use App\Services\CodeContextService;
+use App\Services\ConfigService;
+use App\Services\DingTalkService;
+use App\Services\EnvService;
+use App\Services\GitMonitorService;
+use App\Services\JiraService;
+use App\Services\LogAnalysisService;
+use App\Services\SlsService;
 use Illuminate\Support\ServiceProvider;
 
 class AppServiceProvider extends ServiceProvider
@@ -11,11 +24,22 @@ class AppServiceProvider extends ServiceProvider
      */
     public function register(): void
     {
-        // 注册应用服务
+        // 注册 Clients
-        $this->app->singleton(\App\Services\JiraService::class);
+        $this->app->singleton(AgentClient::class);
-        $this->app->singleton(\App\Services\ConfigService::class);
+        $this->app->singleton(MonoClient::class);
-        $this->app->singleton(\App\Services\DingTalkService::class);
+        $this->app->singleton(SlsClient::class);
-        $this->app->singleton(\App\Services\GitMonitorService::class);
+        $this->app->singleton(AiClient::class, fn ($app) => new AiClient($app->make(ConfigService::class)));
+
+        // 注册 Services
+        $this->app->singleton(ConfigService::class);
+        $this->app->singleton(JiraService::class);
+        $this->app->singleton(DingTalkService::class);
+        $this->app->singleton(EnvService::class);
+        $this->app->singleton(GitMonitorService::class);
+        $this->app->singleton(SlsService::class);
+        $this->app->singleton(AiService::class);
+        $this->app->singleton(CodeContextService::class);
+        $this->app->singleton(LogAnalysisService::class);
     }
 
     /**

app/Providers/ClientServiceProvider.php

@@ -1,33 +0,0 @@
-<?php
-
-namespace App\Providers;
-
-use App\Clients\AgentClient;
-use App\Clients\MonoClient;
-use Illuminate\Support\ServiceProvider;
-
-class ClientServiceProvider extends ServiceProvider
-{
-    /**
-     * Register services.
-     */
-    public function register(): void
-    {
-        $this->app->singleton(AgentClient::class, function () {
-            return new AgentClient();
-        });
-
-        $this->app->singleton(MonoClient::class, function () {
-            return new MonoClient();
-        });
-    }
-
-    /**
-     * Bootstrap services.
-     */
-    public function boot(): void
-    {
-        //
-    }
-}
-

app/Providers/EnvServiceProvider.php

@@ -1,33 +0,0 @@
-<?php
-
-namespace App\Providers;
-
-use Illuminate\Support\ServiceProvider;
-use App\Console\Commands\EnvCommand;
-
-class EnvServiceProvider extends ServiceProvider
-{
-    /**
-     * 注册服务
-     */
-    public function register(): void
-    {
-        // 注册环境管理服务
-        $this->app->singleton(\App\Services\EnvService::class);
-    }
-
-    /**
-     * 启动服务
-     */
-    public function boot(): void
-    {
-        // 注册Artisan命令
-        if ($this->app->runningInConsole()) {
-            $this->commands([
-                EnvCommand::class,
-            ]);
-        }
-
-
-    }
-}

app/Providers/GitMonitorServiceProvider.php

@@ -1,25 +0,0 @@
-<?php
-
-namespace App\Providers;
-
-use App\Console\Commands\GitMonitorCacheCommand;
-use App\Console\Commands\GitMonitorCheckCommand;
-use Illuminate\Support\ServiceProvider;
-
-class GitMonitorServiceProvider extends ServiceProvider
-{
-    public function register(): void
-    {
-        //
-    }
-
-    public function boot(): void
-    {
-        if ($this->app->runningInConsole()) {
-            $this->commands([
-                GitMonitorCheckCommand::class,
-                GitMonitorCacheCommand::class,
-            ]);
-        }
-    }
-}

app/Services/AiService.php

@@ -0,0 +1,126 @@
+<?php
+
+namespace App\Services;
+
+use App\Clients\AiClient;
+
+class AiService
+{
+    public function __construct(
+        private readonly AiClient $client,
+        private readonly ConfigService $configService
+    ) {}
+
+    /**
+     * 检查 AI 服务是否已配置
+     */
+    public function isConfigured(): bool
+    {
+        return $this->client->isConfigured();
+    }
+
+    /**
+     * 获取所有 AI 提供商配置
+     */
+    public function getProviders(): array
+    {
+        return $this->client->getProviders();
+    }
+
+    /**
+     * 获取当前激活的提供商
+     */
+    public function getActiveProvider(): ?array
+    {
+        return $this->client->getActiveProvider();
+    }
+
+    /**
+     * 设置激活的提供商
+     */
+    public function setActiveProvider(string $providerKey): void
+    {
+        $this->client->setActiveProvider($providerKey);
+    }
+
+    /**
+     * 保存 AI 提供商配置
+     *
+     * @param array $providers 提供商配置数组
+     */
+    public function saveProviders(array $providers): void
+    {
+        // 验证配置格式
+        foreach ($providers as $key => $provider) {
+            if (empty($provider['endpoint']) || empty($provider['api_key']) || empty($provider['model'])) {
+                throw new \InvalidArgumentException("提供商 {$key} 配置不完整");
+            }
+        }
+
+        $this->configService->set(
+            'log_analysis.ai_providers',
+            $providers,
+            'AI 服务提供商配置'
+        );
+    }
+
+    /**
+     * 添加或更新单个提供商
+     */
+    public function saveProvider(string $key, array $config): void
+    {
+        $providers = $this->getProviders();
+        $providers[$key] = array_merge($providers[$key] ?? [], $config);
+        $this->saveProviders($providers);
+    }
+
+    /**
+     * 删除提供商
+     */
+    public function deleteProvider(string $key): void
+    {
+        $providers = $this->getProviders();
+        unset($providers[$key]);
+        $this->saveProviders($providers);
+
+        // 如果删除的是当前激活的，清除激活状态
+        $activeKey = $this->configService->get('log_analysis.active_ai_provider');
+        if ($activeKey === $key) {
+            $this->configService->set('log_analysis.active_ai_provider', null);
+        }
+    }
+
+    /**
+     * 分析日志
+     *
+     * @param string $logsContent 日志内容
+     * @param string|null $codeContext 代码上下文
+     * @return array 分析结果
+     */
+    public function analyzeLogs(string $logsContent, ?string $codeContext = null): array
+    {
+        return $this->client->analyzeLogs($logsContent, $codeContext);
+    }
+
+    /**
+     * 自定义提示词分析
+     *
+     * @param string $content 要分析的内容
+     * @param string $prompt 自定义提示词
+     * @return string AI 响应
+     */
+    public function analyze(string $content, string $prompt): string
+    {
+        return $this->client->chat([
+            ['role' => 'user', 'content' => $prompt . "\n\n" . $content],
+        ]);
+    }
+
+    /**
+     * 测试连接
+     */
+    public function testConnection(): array
+    {
+        return $this->client->testConnection();
+    }
+}

app/Services/CodeContextService.php

@@ -0,0 +1,267 @@
+<?php
+
+namespace App\Services;
+
+use Illuminate\Support\Collection;
+use Illuminate\Support\Facades\File;
+
+class CodeContextService
+{
+    private int $contextLines = 10;
+
+    public function __construct(
+        private readonly ConfigService $configService,
+        private readonly EnvService $envService
+    ) {}
+
+    /**
+     * 根据 app_name 获取代码仓库路径
+     *
+     * @param string $appName
+     * @return string|null
+     */
+    public function getRepoPath(string $appName): ?string
+    {
+        $appEnvMap = $this->configService->get('log_analysis.app_env_map', []);
+
+        if (!isset($appEnvMap[$appName])) {
+            return null;
+        }
+
+        $mapping = $appEnvMap[$appName];
+        $project = $mapping['project'] ?? null;
+        $env = $mapping['env'] ?? null;
+
+        if (!$project || !$env) {
+            return null;
+        }
+
+        try {
+            $envContent = $this->envService->getEnvContent($project, $env);
+            $repoPath = $this->parseEnvValue($envContent, 'LOG_ANALYSIS_CODE_REPO_PATH');
+
+            if ($repoPath && is_dir($repoPath)) {
+                return $repoPath;
+            }
+        } catch (\Exception $e) {
+            // 忽略错误，返回 null
+        }
+
+        return null;
+    }
+
+    /**
+     * 从日志中提取相关代码片段
+     *
+     * @param string $repoPath 代码仓库路径
+     * @param Collection $logs 日志集合
+     * @return string|null 代码上下文
+     */
+    public function extractRelevantCode(string $repoPath, Collection $logs): ?string
+    {
+        $codeSnippets = [];
+        $processedFiles = [];
+
+        foreach ($logs as $log) {
+            $file = $log['file'] ?? null;
+            $line = $log['line'] ?? null;
+
+            if (!$file || !$line) {
+                // 尝试从 trace 中提取
+                $extracted = $this->extractFileLineFromTrace($log['trace'] ?? '');
+                if ($extracted) {
+                    $file = $extracted['file'];
+                    $line = $extracted['line'];
+                }
+            }
+
+            if (!$file || !$line) {
+                continue;
+            }
+
+            // 构建完整路径
+            $fullPath = $this->resolveFilePath($repoPath, $file);
+            if (!$fullPath || !File::exists($fullPath)) {
+                continue;
+            }
+
+            // 避免重复处理同一文件的同一位置
+            $key = "{$fullPath}:{$line}";
+            if (isset($processedFiles[$key])) {
+                continue;
+            }
+            $processedFiles[$key] = true;
+
+            // 提取代码片段
+            $snippet = $this->extractCodeSnippet($fullPath, (int) $line);
+            if ($snippet) {
+                $codeSnippets[] = $snippet;
+            }
+
+            // 限制代码片段数量
+            if (count($codeSnippets) >= 5) {
+                break;
+            }
+        }
+
+        if (empty($codeSnippets)) {
+            return null;
+        }
+
+        return implode("\n\n---\n\n", $codeSnippets);
+    }
+
+    /**
+     * 提取指定文件指定行附近的代码
+     *
+     * @param string $filePath 文件路径
+     * @param int $line 行号
+     * @return string|null
+     */
+    public function extractCodeSnippet(string $filePath, int $line): ?string
+    {
+        if (!File::exists($filePath)) {
+            return null;
+        }
+
+        $content = File::get($filePath);
+        $lines = explode("\n", $content);
+        $totalLines = count($lines);
+
+        $startLine = max(1, $line - $this->contextLines);
+        $endLine = min($totalLines, $line + $this->contextLines);
+
+        $snippet = [];
+        $snippet[] = "// File: " . basename($filePath);
+        $snippet[] = "// Lines: {$startLine}-{$endLine} (target: {$line})";
+        $snippet[] = "";
+
+        for ($i = $startLine - 1; $i < $endLine; $i++) {
+            $lineNum = $i + 1;
+            $marker = ($lineNum === $line) ? '>>>' : '   ';
+            $snippet[] = sprintf("%s %4d | %s", $marker, $lineNum, $lines[$i] ?? '');
+        }
+
+        return implode("\n", $snippet);
+    }
+
+    /**
+     * 从堆栈跟踪中提取文件和行号
+     *
+     * @param string $trace
+     * @return array|null ['file' => string, 'line' => int]
+     */
+    private function extractFileLineFromTrace(string $trace): ?array
+    {
+        // 匹配常见的堆栈跟踪格式
+        // PHP: at /path/to/file.php:123
+        // PHP: #0 /path/to/file.php(123): function()
+        // Java: at com.example.Class.method(File.java:123)
+
+        $patterns = [
+            '/at\s+([^\s:]+):(\d+)/',
+            '/#\d+\s+([^\s(]+)\((\d+)\)/',
+            '/([^\s:]+\.php):(\d+)/',
+            '/\(([^:]+):(\d+)\)/',
+        ];
+
+        foreach ($patterns as $pattern) {
+            if (preg_match($pattern, $trace, $matches)) {
+                return [
+                    'file' => $matches[1],
+                    'line' => (int) $matches[2],
+                ];
+            }
+        }
+
+        return null;
+    }
+
+    /**
+     * 解析文件路径
+     *
+     * @param string $repoPath 仓库根路径
+     * @param string $file 文件路径（可能是相对路径或绝对路径）
+     * @return string|null
+     */
+    private function resolveFilePath(string $repoPath, string $file): ?string
+    {
+        // 如果是绝对路径且存在
+        if (str_starts_with($file, '/') && File::exists($file)) {
+            return $file;
+        }
+
+        // 尝试作为相对路径
+        $fullPath = rtrim($repoPath, '/') . '/' . ltrim($file, '/');
+        if (File::exists($fullPath)) {
+            return $fullPath;
+        }
+
+        // 尝试在仓库中搜索文件名
+        $filename = basename($file);
+        $found = $this->findFileInRepo($repoPath, $filename);
+
+        return $found;
+    }
+
+    /**
+     * 在仓库中搜索文件
+     *
+     * @param string $repoPath
+     * @param string $filename
+     * @return string|null
+     */
+    private function findFileInRepo(string $repoPath, string $filename): ?string
+    {
+        $iterator = new \RecursiveIteratorIterator(
+            new \RecursiveDirectoryIterator($repoPath, \RecursiveDirectoryIterator::SKIP_DOTS),
+            \RecursiveIteratorIterator::SELF_FIRST
+        );
+
+        foreach ($iterator as $file) {
+            if ($file->isFile() && $file->getFilename() === $filename) {
+                return $file->getPathname();
+            }
+        }
+
+        return null;
+    }
+
+    /**
+     * 从 .env 内容中解析指定键的值
+     *
+     * @param string $envContent
+     * @param string $key
+     * @return string|null
+     */
+    private function parseEnvValue(string $envContent, string $key): ?string
+    {
+        $lines = explode("\n", $envContent);
+
+        foreach ($lines as $line) {
+            $line = trim($line);
+
+            // 跳过注释和空行
+            if (empty($line) || str_starts_with($line, '#')) {
+                continue;
+            }
+
+            if (str_starts_with($line, "{$key}=")) {
+                $value = substr($line, strlen($key) + 1);
+                // 移除引号
+                $value = trim($value, '"\'');
+                return $value ?: null;
+            }
+        }
+
+        return null;
+    }
+
+    /**
+     * 设置上下文行数
+     */
+    public function setContextLines(int $lines): void
+    {
+        $this->contextLines = $lines;
+    }
+}

app/Services/DingTalkService.php

@@ -20,7 +20,11 @@ class DingTalkService
     public function sendText(string $message, array $atMobiles = [], bool $atAll = false): void
     {
         if (empty($this->webhook)) {
-            Log::warning('DingTalk webhook is not configured, skip sending alert.');
+            Log::warning('DingTalk webhook is not configured, skip sending alert. Alert content logged below.', [
+                'message' => $message,
+                'atMobiles' => $atMobiles,
+                'atAll' => $atAll,
+            ]);
             return;
         }
 

app/Services/GitMonitorService.php

@@ -66,12 +66,17 @@ class GitMonitorService
             }
 
             try {
-                $version = $this->jiraService->getUpcomingReleaseVersion($projectKey);
+                // 先从 master 分支获取当前版本号
+                $currentVersion = $this->getMasterVersion($repoKey, $repoConfig);
+
+                // 根据当前版本号获取下一个版本
+                $version = $this->jiraService->getUpcomingReleaseVersion($projectKey, $currentVersion);
                 if ($version) {
                     $payload['repositories'][$repoKey] = [
                         'version' => $version['version'],
                         'release_date' => $version['release_date'],
                         'branch' => 'release/' . $version['version'],
+                        'current_version' => $currentVersion,
                     ];
                 }
             } catch (\Throwable $e) {
@@ -181,16 +186,23 @@ class GitMonitorService
         ];
 
         foreach ($commits as $commit) {
-            if ($this->isDevelopMerge($path, $commit)) {
+            $isMerge = $this->isMergeCommit($path, $commit);
+            $isConflictResolution = $this->isConflictResolution($path, $commit);
+
+            // 只检测直接从 develop 合并的情况
+            if ($isMerge && $this->isDevelopMerge($path, $commit)) {
                 $issues['develop_merges'][] = $this->getCommitMetadata($path, $commit);
             }
 
-            $missingFunctions = $this->detectMissingFunctions($path, $commit);
+            // 只在 merge 提交或冲突解决提交中检测缺失函数
-            if (!empty($missingFunctions)) {
+            if ($isMerge || $isConflictResolution) {
-                $issues['missing_functions'][] = [
+                $missingFunctions = $this->detectMissingFunctions($path, $commit);
-                    'commit' => $this->getCommitMetadata($path, $commit),
+                if (!empty($missingFunctions)) {
-                    'details' => $missingFunctions,
+                    $issues['missing_functions'][] = [
-                ];
+                        'commit' => $this->getCommitMetadata($path, $commit),
+                        'details' => $missingFunctions,
+                    ];
+                }
             }
         }
 
@@ -239,34 +251,52 @@ class GitMonitorService
         return array_values(array_filter(array_map('trim', explode("\n", $output))));
     }
 
-    private function isDevelopMerge(string $repoPath, string $commit): bool
+    /**
+     * 判断是否为 merge 提交（有多个父提交）
+     */
+    private function isMergeCommit(string $repoPath, string $commit): bool
     {
         $parents = trim($this->runGit($repoPath, ['git', 'show', '-s', '--pretty=%P', $commit]));
         $parentShas = array_values(array_filter(explode(' ', $parents)));
 
-        if (count($parentShas) < 2) {
+        return count($parentShas) >= 2;
-            return false;
+    }
+
+    /**
+     * 判断是否为冲突解决提交
+     * 通过检查 commit message 是否包含冲突相关关键词
+     */
+    private function isConflictResolution(string $repoPath, string $commit): bool
+    {
+        $message = strtolower($this->runGit($repoPath, ['git', 'show', '-s', '--pretty=%s', $commit]));
+
+        $conflictKeywords = ['conflict', 'resolve', '冲突', '解决冲突'];
+        foreach ($conflictKeywords as $keyword) {
+            if (str_contains($message, $keyword)) {
+                return true;
+            }
         }
 
+        return false;
+    }
+
+    /**
+     * 判断是否为直接从 develop 分支合并到 release 的提交
+     * 只检测 commit message 明确包含 "merge.*develop" 或 "develop.*into" 的情况
+     */
+    private function isDevelopMerge(string $repoPath, string $commit): bool
+    {
         $message = strtolower($this->runGit($repoPath, ['git', 'show', '-s', '--pretty=%s', $commit]));
-        if (str_contains($message, self::DEVELOP_BRANCH)) {
+
+        // 检测 "Merge branch 'develop'" 或 "merge develop into" 等模式
+        // 排除 feature/xxx、hotfix/xxx 等分支的合并
+        if (preg_match("/merge\s+(branch\s+)?['\"]?develop['\"]?(\s+into)?/i", $message)) {
             return true;
         }
 
-        $target = 'origin/' . self::DEVELOP_BRANCH;
+        // 检测 "develop into release" 模式
-
+        if (preg_match("/develop\s+into\s+['\"]?release/i", $message)) {
-        foreach ($parentShas as $parent) {
+            return true;
-            $branches = $this->runGit($repoPath, ['git', 'branch', '-r', '--contains', $parent]);
-            foreach (preg_split('/\R/', $branches) as $branchLine) {
-                $branchLine = trim(str_replace('*', '', $branchLine));
-                if (empty($branchLine)) {
-                    continue;
-                }
-
-                if ($branchLine === $target || str_ends_with($branchLine, '/' . self::DEVELOP_BRANCH)) {
-                    return true;
-                }
-            }
         }
 
         return false;
@@ -331,11 +361,15 @@ class GitMonitorService
     private function extractFunctionName(string $line): ?string
     {
         $trimmed = trim($line);
-        if (str_starts_with($trimmed, '//') || str_starts_with($trimmed, '#') || str_starts_with($trimmed, '*')) {
+
+        // 跳过注释行
+        if (str_starts_with($trimmed, '//') || str_starts_with($trimmed, '#') || str_starts_with($trimmed, '*') || str_starts_with($trimmed, '/*')) {
             return null;
         }
 
-        if (preg_match('/function\s+([A-Za-z0-9_]+)\s*\(/', $trimmed, $matches)) {
+        // 只匹配真正的函数定义，必须以 function 关键字开头，或者以访问修饰符开头
+        // 匹配: function foo(, public function foo(, private static function foo( 等
+        if (preg_match('/^(?:(?:public|protected|private)\s+)?(?:static\s+)?function\s+([A-Za-z_][A-Za-z0-9_]*)\s*\(/', $trimmed, $matches)) {
             return $matches[1];
         }
 
@@ -495,4 +529,29 @@ class GitMonitorService
         $directory = $repoConfig['directory'] ?? $repoKey;
         return $this->projectsPath . '/' . ltrim($directory, '/');
     }
+
+    /**
+     * 从 master 分支读取 version.txt 获取当前版本号
+     */
+    public function getMasterVersion(string $repoKey, array $repoConfig): ?string
+    {
+        $path = $this->resolveProjectPath($repoKey, $repoConfig);
+
+        if (!is_dir($path) || !is_dir($path . DIRECTORY_SEPARATOR . '.git')) {
+            Log::warning('Invalid git repository path', ['repository' => $repoKey, 'path' => $path]);
+            return null;
+        }
+
+        try {
+            $this->runGit($path, ['git', 'fetch', 'origin', 'master']);
+            $version = $this->runGit($path, ['git', 'show', 'origin/master:version.txt']);
+            return trim($version) ?: null;
+        } catch (ProcessFailedException $e) {
+            Log::warning('Failed to read version.txt from master branch', [
+                'repository' => $repoKey,
+                'error' => $e->getMessage(),
+            ]);
+            return null;
+        }
+    }
 }

app/Services/JiraService.php

@@ -758,9 +758,13 @@ class JiraService
     }
 
     /**
-     * 获取最近的 release 版本
+     * 获取下一个 release 版本
+     * 根据当前版本号，在 Jira 版本列表中找到下一个版本
+     *
+     * @param string $projectKey Jira 项目 key
+     * @param string|null $currentVersion 当前版本号（来自 master 分支的 version.txt）
      */
-    public function getUpcomingReleaseVersion(string $projectKey): ?array
+    public function getUpcomingReleaseVersion(string $projectKey, ?string $currentVersion = null): ?array
     {
         try {
             $versions = $this->projectService->getVersions($projectKey);
@@ -772,23 +776,66 @@ class JiraService
             return null;
         }
 
-        $now = Carbon::now()->startOfDay();
+        // 按版本名称排序（假设版本号格式一致，如 1.0.0, 1.0.1, 1.1.0）
+        $sortedVersions = collect($versions)
+            ->filter(fn($version) => !empty($version->name))
+            ->sortBy(fn($version) => $version->name, SORT_NATURAL)
+            ->values();
 
-        $candidate = collect($versions)
+        if ($sortedVersions->isEmpty()) {
-            ->filter(function ($version) use ($now) {
+            return null;
-                if (($version->released ?? false) || empty($version->releaseDate)) {
+        }
-                    return false;
-                }
 
-                try {
+        // 如果没有提供当前版本，返回第一个未发布的版本
-                    return Carbon::parse($version->releaseDate)->greaterThanOrEqualTo($now);
+        if (empty($currentVersion)) {
-                } catch (\Throwable) {
+            $candidate = $sortedVersions
-                    return false;
+                ->filter(fn($version) => !($version->released ?? false))
-                }
+                ->first();
-            })
+
-            ->sortBy(function ($version) {
+            if (!$candidate) {
-                return Carbon::parse($version->releaseDate);
+                return null;
-            })
+            }
+
+            return [
+                'version' => $candidate->name,
+                'release_date' => !empty($candidate->releaseDate)
+                    ? Carbon::parse($candidate->releaseDate)->toDateString()
+                    : null,
+            ];
+        }
+
+        // 找到当前版本在列表中的位置，返回下一个版本
+        $currentIndex = $sortedVersions->search(
+            fn($version) => $version->name === $currentVersion
+        );
+
+        // 如果找不到当前版本，尝试找到第一个大于当前版本的未发布版本
+        if ($currentIndex === false) {
+            $candidate = $sortedVersions
+                ->filter(function ($version) use ($currentVersion) {
+                    if ($version->released ?? false) {
+                        return false;
+                    }
+                    return version_compare($version->name, $currentVersion, '>');
+                })
+                ->first();
+
+            if (!$candidate) {
+                return null;
+            }
+
+            return [
+                'version' => $candidate->name,
+                'release_date' => !empty($candidate->releaseDate)
+                    ? Carbon::parse($candidate->releaseDate)->toDateString()
+                    : null,
+            ];
+        }
+
+        // 从当前版本的下一个开始，找到第一个未发布的版本
+        $candidate = $sortedVersions
+            ->slice($currentIndex + 1)
+            ->filter(fn($version) => !($version->released ?? false))
             ->first();
 
         if (!$candidate) {
@@ -797,7 +844,9 @@ class JiraService
 
         return [
             'version' => $candidate->name,
-            'release_date' => Carbon::parse($candidate->releaseDate)->toDateString(),
+            'release_date' => !empty($candidate->releaseDate)
+                ? Carbon::parse($candidate->releaseDate)->toDateString()
+                : null,
         ];
     }
 }

app/Services/LogAnalysisService.php

@@ -0,0 +1,437 @@
+<?php
+
+namespace App\Services;
+
+use App\Enums\AnalysisMode;
+use App\Jobs\LogAnalysisJob;
+use App\Models\LogAnalysisReport;
+use Carbon\Carbon;
+use Illuminate\Support\Collection;
+
+class LogAnalysisService
+{
+    public function __construct(
+        private readonly SlsService $slsService,
+        private readonly AiService $aiService,
+        private readonly CodeContextService $codeContextService,
+        private readonly ConfigService $configService,
+        private readonly DingTalkService $dingTalkService
+    ) {}
+
+    /**
+     * 异步执行日志分析（创建后台任务）
+     *
+     * @param Carbon $from 开始时间
+     * @param Carbon $to 结束时间
+     * @param string|null $query SLS 查询语句
+     * @param AnalysisMode $mode 分析模式
+     * @param bool $pushNotification 是否推送通知
+     * @return LogAnalysisReport 创建的报告（状态为 pending）
+     */
+    public function analyzeAsync(
+        Carbon $from,
+        Carbon $to,
+        ?string $query = null,
+        AnalysisMode $mode = AnalysisMode::Logs,
+        bool $pushNotification = false
+    ): LogAnalysisReport {
+        // 如果没有指定查询条件，默认只获取 ERROR 和 WARNING 级别的日志
+        $effectiveQuery = $query;
+        if (empty($query)) {
+            $effectiveQuery = 'ERROR or WARNING';
+        }
+
+        // 创建 pending 状态的报告
+        $report = LogAnalysisReport::create([
+            'from_time' => $from,
+            'to_time' => $to,
+            'query' => $effectiveQuery,
+            'mode' => $mode->value,
+            'total_logs' => 0,
+            'results' => [],
+            'metadata' => [],
+            'status' => 'pending',
+        ]);
+
+        // 分发后台任务
+        LogAnalysisJob::dispatch(
+            $report->id,
+            $from,
+            $to,
+            $effectiveQuery,
+            $mode,
+            $pushNotification
+        );
+
+        return $report;
+    }
+
+    /**
+     * 执行日志分析
+     *
+     * @param Carbon $from 开始时间
+     * @param Carbon $to 结束时间
+     * @param string|null $query SLS 查询语句
+     * @param AnalysisMode $mode 分析模式
+     * @param bool $saveReport 是否保存报告
+     * @return array 分析结果
+     */
+    public function analyze(
+        Carbon $from,
+        Carbon $to,
+        ?string $query = null,
+        AnalysisMode $mode = AnalysisMode::Logs,
+        bool $saveReport = true
+    ): array {
+        $startTime = microtime(true);
+
+        // 1. 获取日志
+        $logs = $this->slsService->fetchLogs($from, $to, $query);
+
+        if ($logs->isEmpty()) {
+            return $this->buildEmptyResult($from, $to, $query, $mode);
+        }
+
+        // 2. 按 app_name 分组
+        $grouped = $this->slsService->groupByAppName($logs);
+
+        // 3. 分析每个分组
+        $results = [];
+        $settings = $this->configService->get('log_analysis.settings', []);
+        $maxLogsPerApp = $settings['max_logs_per_app'] ?? 500;
+
+        foreach ($grouped as $appName => $appLogs) {
+            $appLogsCollection = collect($appLogs);
+
+            // 限制每个 app 的日志数量
+            if ($appLogsCollection->count() > $maxLogsPerApp) {
+                $appLogsCollection = $appLogsCollection->take($maxLogsPerApp);
+            }
+
+            // 获取代码上下文（如果需要）
+            $codeContext = null;
+            if ($mode === AnalysisMode::LogsWithCode) {
+                $repoPath = $this->codeContextService->getRepoPath($appName);
+                if ($repoPath) {
+                    $codeContext = $this->codeContextService->extractRelevantCode($repoPath, $appLogsCollection);
+                }
+            }
+
+            // 准备日志内容
+            $logsContent = $this->formatLogsForAnalysis($appLogsCollection);
+
+            // AI 分析
+            try {
+                $results[$appName] = $this->aiService->analyzeLogs($logsContent, $codeContext);
+                $results[$appName]['log_count'] = $appLogsCollection->count();
+                $results[$appName]['has_code_context'] = $codeContext !== null;
+            } catch (\Exception $e) {
+                $results[$appName] = [
+                    'error' => $e->getMessage(),
+                    'log_count' => $appLogsCollection->count(),
+                    'has_code_context' => false,
+                ];
+            }
+        }
+
+        $executionTime = (microtime(true) - $startTime) * 1000;
+
+        // 4. 构建结果
+        $result = [
+            'request' => [
+                'from' => $from->format('Y-m-d H:i:s'),
+                'to' => $to->format('Y-m-d H:i:s'),
+                'query' => $query,
+                'mode' => $mode->value,
+            ],
+            'results' => $results,
+            'metadata' => [
+                'total_logs' => $logs->count(),
+                'apps_analyzed' => count($results),
+                'execution_time_ms' => round($executionTime),
+                'analyzed_at' => Carbon::now()->format('Y-m-d H:i:s'),
+            ],
+        ];
+
+        // 5. 保存报告
+        if ($saveReport) {
+            $this->saveReport($result, $from, $to, $query, $mode, $logs->count());
+        }
+
+        return $result;
+    }
+
+    /**
+     * 仅查询日志（不进行 AI 分析）
+     *
+     * @param Carbon $from
+     * @param Carbon $to
+     * @param string|null $query
+     * @param int|null $limit
+     * @return array
+     */
+    public function queryLogs(
+        Carbon $from,
+        Carbon $to,
+        ?string $query = null,
+        ?int $limit = null
+    ): array {
+        $logs = $this->slsService->fetchLogs($from, $to, $query, $limit);
+        $grouped = $this->slsService->groupByAppName($logs);
+        $statistics = $this->slsService->getStatistics($logs);
+
+        return [
+            'total' => $logs->count(),
+            'statistics' => $statistics,
+            'grouped' => array_map(fn($g) => count($g), $grouped),
+            'logs' => $logs->take(100)->values()->toArray(),
+        ];
+    }
+
+    /**
+     * 从多个 logstore 查询日志（不进行 AI 分析）
+     *
+     * @param Carbon $from
+     * @param Carbon $to
+     * @param string|null $query
+     * @param int|null $limit
+     * @param array|null $logstores
+     * @return array
+     */
+    public function queryLogsFromMultipleStores(
+        Carbon $from,
+        Carbon $to,
+        ?string $query = null,
+        ?int $limit = null,
+        ?array $logstores = null
+    ): array {
+        $logstoreData = $this->slsService->fetchLogsFromMultipleStores($from, $to, $query, $limit, $logstores);
+        $statistics = $this->slsService->getMultiStoreStatistics($logstoreData);
+
+        // 合并所有 logstore 的日志用于预览
+        $allLogs = collect();
+        $groupedByLogstore = [];
+
+        foreach ($logstoreData as $logstore => $data) {
+            if ($data['success']) {
+                $allLogs = $allLogs->merge($data['logs']);
+                $groupedByLogstore[$logstore] = [
+                    'count' => $data['count'],
+                    'success' => true,
+                ];
+            } else {
+                $groupedByLogstore[$logstore] = [
+                    'count' => 0,
+                    'success' => false,
+                    'error' => $data['error'],
+                ];
+            }
+        }
+
+        return [
+            'total' => $statistics['total'],
+            'statistics' => $statistics,
+            'grouped_by_logstore' => $groupedByLogstore,
+            'logs' => $allLogs->take(100)->values()->toArray(),
+        ];
+    }
+
+    /**
+     * 获取历史报告列表
+     *
+     * @param int $limit
+     * @param int $offset
+     * @return array
+     */
+    public function getReports(int $limit = 20, int $offset = 0): array
+    {
+        $query = LogAnalysisReport::query()
+            ->orderBy('created_at', 'desc');
+
+        $total = $query->count();
+        $reports = $query->skip($offset)->take($limit)->get();
+
+        return [
+            'total' => $total,
+            'reports' => $reports->map(function ($report) {
+                return [
+                    'id' => $report->id,
+                    'from_time' => $report->from_time->format('Y-m-d H:i:s'),
+                    'to_time' => $report->to_time->format('Y-m-d H:i:s'),
+                    'query' => $report->query,
+                    'mode' => $report->mode,
+                    'total_logs' => $report->total_logs,
+                    'status' => $report->status,
+                    'created_at' => $report->created_at->format('Y-m-d H:i:s'),
+                ];
+            })->toArray(),
+        ];
+    }
+
+    /**
+     * 获取单个报告详情
+     *
+     * @param int $id
+     * @return array|null
+     */
+    public function getReport(int $id): ?array
+    {
+        $report = LogAnalysisReport::find($id);
+
+        if (!$report) {
+            return null;
+        }
+
+        return [
+            'id' => $report->id,
+            'request' => [
+                'from' => $report->from_time->format('Y-m-d H:i:s'),
+                'to' => $report->to_time->format('Y-m-d H:i:s'),
+                'query' => $report->query,
+                'mode' => $report->mode,
+            ],
+            'results' => $report->results,
+            'metadata' => $report->metadata,
+            'status' => $report->status,
+            'error_message' => $report->error_message,
+            'created_at' => $report->created_at->format('Y-m-d H:i:s'),
+        ];
+    }
+
+    /**
+     * 推送分析结果到钉钉
+     *
+     * @param array $result 分析结果
+     * @return bool
+     */
+    public function pushToNotification(array $result): bool
+    {
+        $message = $this->formatNotificationMessage($result);
+
+        try {
+            $this->dingTalkService->sendText($message);
+            return true;
+        } catch (\Exception $e) {
+            return false;
+        }
+    }
+
+    /**
+     * 格式化日志用于 AI 分析
+     */
+    private function formatLogsForAnalysis(Collection $logs): string
+    {
+        $formatted = [];
+
+        foreach ($logs as $log) {
+            $line = sprintf(
+                "[%s] [%s] %s",
+                $log['time'] ?? 'N/A',
+                $log['level'] ?? 'N/A',
+                $log['message'] ?? json_encode($log['_raw'] ?? $log)
+            );
+
+            if (!empty($log['trace'])) {
+                $line .= "\n" . $log['trace'];
+            }
+
+            $formatted[] = $line;
+        }
+
+        return implode("\n\n", $formatted);
+    }
+
+    /**
+     * 格式化通知消息
+     */
+    private function formatNotificationMessage(array $result): string
+    {
+        $lines = [];
+        $lines[] = "📊 SLS 日志分析报告";
+        $lines[] = "时间范围: {$result['request']['from']} ~ {$result['request']['to']}";
+        $lines[] = "总日志数: {$result['metadata']['total_logs']}";
+        $lines[] = "";
+
+        foreach ($result['results'] as $appName => $appResult) {
+            $lines[] = "【{$appName}】";
+
+            if (isset($appResult['error'])) {
+                $lines[] = "  分析失败: {$appResult['error']}";
+                continue;
+            }
+
+            $impact = $appResult['impact'] ?? 'unknown';
+            $impactEmoji = match ($impact) {
+                'high' => '🔴',
+                'medium' => '🟡',
+                'low' => '🟢',
+                default => '⚪',
+            };
+
+            $lines[] = "  影响级别: {$impactEmoji} {$impact}";
+            $lines[] = "  摘要: " . ($appResult['summary'] ?? 'N/A');
+
+            $anomalies = $appResult['core_anomalies'] ?? [];
+            if (!empty($anomalies)) {
+                $lines[] = "  异常数: " . count($anomalies);
+                foreach (array_slice($anomalies, 0, 3) as $anomaly) {
+                    $lines[] = "    - [{$anomaly['classification']}] {$anomaly['possible_cause']}";
+                }
+            }
+
+            $lines[] = "";
+        }
+
+        return implode("\n", $lines);
+    }
+
+    /**
+     * 保存分析报告
+     */
+    private function saveReport(
+        array $result,
+        Carbon $from,
+        Carbon $to,
+        ?string $query,
+        AnalysisMode $mode,
+        int $totalLogs
+    ): LogAnalysisReport {
+        return LogAnalysisReport::create([
+            'from_time' => $from,
+            'to_time' => $to,
+            'query' => $query,
+            'mode' => $mode->value,
+            'total_logs' => $totalLogs,
+            'results' => $result['results'],
+            'metadata' => $result['metadata'],
+            'status' => 'completed',
+        ]);
+    }
+
+    /**
+     * 构建空结果
+     */
+    private function buildEmptyResult(
+        Carbon $from,
+        Carbon $to,
+        ?string $query,
+        AnalysisMode $mode
+    ): array {
+        return [
+            'request' => [
+                'from' => $from->format('Y-m-d H:i:s'),
+                'to' => $to->format('Y-m-d H:i:s'),
+                'query' => $query,
+                'mode' => $mode->value,
+            ],
+            'results' => [],
+            'metadata' => [
+                'total_logs' => 0,
+                'apps_analyzed' => 0,
+                'execution_time_ms' => 0,
+                'analyzed_at' => Carbon::now()->format('Y-m-d H:i:s'),
+                'message' => '未找到匹配的日志',
+            ],
+        ];
+    }
+}

app/Services/SlsService.php

@@ -0,0 +1,288 @@
+<?php
+
+namespace App\Services;
+
+use App\Clients\SlsClient;
+use Carbon\Carbon;
+use Illuminate\Support\Collection;
+
+class SlsService
+{
+    public function __construct(
+        private readonly SlsClient $client,
+        private readonly ConfigService $configService
+    ) {}
+
+    /**
+     * 检查 SLS 是否已配置
+     */
+    public function isConfigured(): bool
+    {
+        return $this->client->isConfigured();
+    }
+
+    /**
+     * 获取日志
+     *
+     * @param Carbon $from 开始时间
+     * @param Carbon $to 结束时间
+     * @param string|null $query SLS 查询语句
+     * @param int|null $limit 最大返回数量
+     * @return Collection
+     */
+    public function fetchLogs(
+        Carbon $from,
+        Carbon $to,
+        ?string $query = null,
+        ?int $limit = null
+    ): Collection {
+        $settings = $this->configService->get('log_analysis.settings', []);
+        $maxLogs = $limit ?? ($settings['max_logs_per_batch'] ?? 1000);
+
+        $logs = $this->client->getAllLogs(
+            $from->timestamp,
+            $to->timestamp,
+            $query,
+            $maxLogs
+        );
+
+        return collect($logs)->map(function ($log) {
+            return $this->normalizeLog($log);
+        });
+    }
+
+    /**
+     * 从多个 logstore 获取日志
+     *
+     * @param Carbon $from 开始时间
+     * @param Carbon $to 结束时间
+     * @param string|null $query SLS 查询语句
+     * @param int|null $limit 最大返回数量
+     * @param array|null $logstores 要查询的 logstore 列表
+     * @return array 按 logstore 分组的日志数据
+     */
+    public function fetchLogsFromMultipleStores(
+        Carbon $from,
+        Carbon $to,
+        ?string $query = null,
+        ?int $limit = null,
+        ?array $logstores = null
+    ): array {
+        $settings = $this->configService->get('log_analysis.settings', []);
+        $maxLogs = $limit ?? ($settings['max_logs_per_batch'] ?? 1000);
+
+        $results = $this->client->getAllLogsFromMultipleStores(
+            $from->timestamp,
+            $to->timestamp,
+            $query,
+            $maxLogs,
+            $logstores
+        );
+
+        // 标准化每个 logstore 的日志
+        $normalized = [];
+        foreach ($results as $logstore => $data) {
+            $normalized[$logstore] = [
+                'logs' => collect($data['logs'])->map(function ($log) use ($logstore) {
+                    $normalizedLog = $this->normalizeLog($log);
+                    $normalizedLog['_logstore'] = $logstore;
+                    return $normalizedLog;
+                }),
+                'count' => $data['count'],
+                'success' => $data['success'],
+                'error' => $data['error'] ?? null,
+            ];
+        }
+
+        return $normalized;
+    }
+
+    /**
+     * 获取配置的所有 logstore
+     */
+    public function getLogstores(): array
+    {
+        return $this->client->getLogstores();
+    }
+
+    /**
+     * 按 app_name 分组日志
+     *
+     * @param Collection $logs
+     * @return array<string, Collection>
+     */
+    public function groupByAppName(Collection $logs): array
+    {
+        $grouped = $logs->groupBy(function ($log) {
+            return $log['app_name'] ?? $log['__source__'] ?? 'unknown';
+        });
+
+        return $grouped->map(function ($group) {
+            return $group->values();
+        })->toArray();
+    }
+
+    /**
+     * 按日志级别过滤
+     *
+     * @param Collection $logs
+     * @param array $levels 要保留的级别 ['ERROR', 'WARN', 'INFO']
+     * @return Collection
+     */
+    public function filterByLevel(Collection $logs, array $levels): Collection
+    {
+        $levels = array_map('strtoupper', $levels);
+
+        return $logs->filter(function ($log) use ($levels) {
+            $level = strtoupper($log['level'] ?? $log['__level__'] ?? '');
+            return in_array($level, $levels);
+        });
+    }
+
+    /**
+     * 获取日志分布直方图
+     *
+     * @param Carbon $from
+     * @param Carbon $to
+     * @param string|null $query
+     * @return array
+     */
+    public function getHistogram(Carbon $from, Carbon $to, ?string $query = null): array
+    {
+        return $this->client->getHistograms(
+            $from->timestamp,
+            $to->timestamp,
+            $query
+        );
+    }
+
+    /**
+     * 获取日志统计信息
+     *
+     * @param Collection $logs
+     * @return array
+     */
+    public function getStatistics(Collection $logs): array
+    {
+        $byLevel = $logs->groupBy(function ($log) {
+            return strtoupper($log['level'] ?? $log['__level__'] ?? 'UNKNOWN');
+        })->map(fn ($group) => $group->count());
+
+        $byApp = $logs->groupBy(function ($log) {
+            return $log['app_name'] ?? $log['__source__'] ?? 'unknown';
+        })->map(fn ($group) => $group->count());
+
+        return [
+            'total' => $logs->count(),
+            'by_level' => $byLevel->toArray(),
+            'by_app' => $byApp->toArray(),
+        ];
+    }
+
+    /**
+     * 获取多 logstore 的统计信息
+     *
+     * @param array $logstoreData 按 logstore 分组的日志数据
+     * @return array
+     */
+    public function getMultiStoreStatistics(array $logstoreData): array
+    {
+        $totalCount = 0;
+        $byLogstore = [];
+        $byLevel = [];
+        $byApp = [];
+
+        foreach ($logstoreData as $logstore => $data) {
+            if (!$data['success']) {
+                $byLogstore[$logstore] = [
+                    'count' => 0,
+                    'success' => false,
+                    'error' => $data['error'],
+                ];
+                continue;
+            }
+
+            $logs = $data['logs'];
+            $count = $logs->count();
+            $totalCount += $count;
+
+            $byLogstore[$logstore] = [
+                'count' => $count,
+                'success' => true,
+            ];
+
+            // 按级别统计
+            $logs->groupBy(function ($log) {
+                return strtoupper($log['level'] ?? $log['__level__'] ?? 'UNKNOWN');
+            })->each(function ($group, $level) use (&$byLevel) {
+                $byLevel[$level] = ($byLevel[$level] ?? 0) + $group->count();
+            });
+
+            // 按应用统计
+            $logs->groupBy(function ($log) {
+                return $log['app_name'] ?? $log['__source__'] ?? 'unknown';
+            })->each(function ($group, $app) use (&$byApp) {
+                $byApp[$app] = ($byApp[$app] ?? 0) + $group->count();
+            });
+        }
+
+        return [
+            'total' => $totalCount,
+            'by_logstore' => $byLogstore,
+            'by_level' => $byLevel,
+            'by_app' => $byApp,
+        ];
+    }
+
+    /**
+     * 测试连接
+     */
+    public function testConnection(): bool
+    {
+        return $this->client->testConnection();
+    }
+
+    /**
+     * 标准化日志格式
+     */
+    private function normalizeLog(array $log): array
+    {
+        // 如果日志内容是 JSON 字符串（某些情况下 SLS 会将整条日志作为一个字段返回）
+        // 尝试解析 content 或 message 字段
+        if (isset($log['content']) && is_string($log['content']) && str_starts_with(trim($log['content']), '{')) {
+            $decoded = json_decode($log['content'], true);
+            if (json_last_error() === JSON_ERROR_NONE && is_array($decoded)) {
+                $log = array_merge($log, $decoded);
+            }
+        }
+
+        // 尝试提取常见字段，优先使用业务字段，其次使用 SLS 系统字段
+        $normalized = [
+            'time' => $log['date'] ?? $log['time'] ?? $log['timestamp'] ?? $log['__time__'] ?? null,
+            'level' => $log['level'] ?? $log['__level__'] ?? $log['severity'] ?? null,
+            'message' => $log['message'] ?? $log['msg'] ?? $log['content'] ?? null,
+            'app_name' => $log['app_name'] ?? $log['application'] ?? $log['service'] ?? $log['__source__'] ?? null,
+            'trace' => $log['stack_trace'] ?? $log['trace'] ?? $log['exception'] ?? null,
+            'file' => $log['file'] ?? $log['filename'] ?? null,
+            'line' => $log['line'] ?? $log['lineno'] ?? null,
+        ];
+
+        // 格式化时间
+        if (is_numeric($normalized['time'])) {
+            // Unix 时间戳
+            $normalized['time'] = Carbon::createFromTimestamp($normalized['time'])->format('Y-m-d H:i:s');
+        } elseif (is_string($normalized['time']) && !empty($normalized['time'])) {
+            // ISO 8601 格式或其他字符串格式
+            try {
+                $normalized['time'] = Carbon::parse($normalized['time'])->format('Y-m-d H:i:s');
+            } catch (\Exception $e) {
+                // 如果解析失败，保持原样
+            }
+        }
+
+        // 保留原始数据
+        $normalized['_raw'] = $log;
+
+        return $normalized;
+    }
+}

bootstrap/app.php

@@ -1,6 +1,5 @@
 <?php
 
-use Illuminate\Console\Scheduling\Schedule;
 use Illuminate\Foundation\Application;
 use Illuminate\Foundation\Configuration\Exceptions;
 use Illuminate\Foundation\Configuration\Middleware;
@@ -31,14 +30,4 @@ return Application::configure(basePath: dirname(__DIR__))
     ->withExceptions(function (Exceptions $exceptions): void {
         //
     })
-    ->withSchedule(function (Schedule $schedule): void {
-        $schedule->command('git-monitor:check')
-            ->everyTenMinutes()
-            ->withoutOverlapping()
-            ->runInBackground();
-
-        $schedule->command('git-monitor:cache')
-            ->dailyAt('02:00')
-            ->withoutOverlapping();
-    })
     ->create();

bootstrap/providers.php

@@ -2,7 +2,4 @@
 
 return [
     App\Providers\AppServiceProvider::class,
-    App\Providers\ClientServiceProvider::class,
-    App\Providers\EnvServiceProvider::class,
-    App\Providers\GitMonitorServiceProvider::class,
 ];

composer.json

@@ -1,5 +1,4 @@
 {
-    "$schema": "https://getcomposer.org/schema.json",
     "name": "laravel/laravel",
     "type": "project",
     "description": "The skeleton application for the Laravel framework.",
@@ -7,10 +6,11 @@
     "license": "MIT",
     "require": {
         "php": "^8.2",
+        "ext-pdo": "*",
+        "alibabacloud/aliyun-log-php-sdk": "^0.6.8",
         "laravel/framework": "^12.0",
         "laravel/tinker": "^2.10.1",
-        "lesstif/php-jira-rest-client": "5.10.0",
+        "lesstif/php-jira-rest-client": "5.10.0"
-        "ext-pdo": "*"
     },
     "require-dev": {
         "fakerphp/faker": "^1.23",

composer.lock

@@ -4,8 +4,63 @@
         "Read more about it at https://getcomposer.org/doc/01-basic-usage.md#installing-dependencies",
         "This file is @generated automatically"
     ],
-    "content-hash": "5955fb8cae2c82cdb7352006103c8c0c",
+    "content-hash": "c0be44d46402c6a66259be9824335576",
     "packages": [
+        {
+            "name": "alibabacloud/aliyun-log-php-sdk",
+            "version": "0.6.8",
+            "source": {
+                "type": "git",
+                "url": "https://github.com/alibabacloud-sdk-php/aliyun-log-php-sdk.git",
+                "reference": "a4ca1baf62570bf5ce84ad74ed3778414e3f5827"
+            },
+            "dist": {
+                "type": "zip",
+                "url": "https://api.github.com/repos/alibabacloud-sdk-php/aliyun-log-php-sdk/zipball/a4ca1baf62570bf5ce84ad74ed3778414e3f5827",
+                "reference": "a4ca1baf62570bf5ce84ad74ed3778414e3f5827",
+                "shasum": ""
+            },
+            "require": {
+                "php": ">=7.1.7"
+            },
+            "require-dev": {
+                "phpunit/phpunit": "^11.2"
+            },
+            "type": "library",
+            "autoload": {
+                "files": [
+                    "Log_Autoload.php"
+                ]
+            },
+            "notification-url": "https://packagist.org/downloads/",
+            "license": [
+                "MIT"
+            ],
+            "authors": [
+                {
+                    "name": "Qi Zhou"
+                },
+                {
+                    "name": "TingTao Sun"
+                },
+                {
+                    "name": "Leiyun Ma"
+                },
+                {
+                    "name": "Xin Zhang"
+                }
+            ],
+            "description": "The Php SDK of Alibaba log service",
+            "keywords": [
+                "SLS",
+                "alibaba",
+                "sdk"
+            ],
+            "support": {
+                "source": "https://github.com/alibabacloud-sdk-php/aliyun-log-php-sdk/tree/0.6.8"
+            },
+            "time": "2025-03-03T07:49:29+00:00"
+        },
         {
             "name": "brick/math",
             "version": "0.13.1",
@@ -8216,7 +8271,8 @@
     "prefer-stable": true,
     "prefer-lowest": false,
     "platform": {
-        "php": "^8.2"
+        "php": "^8.2",
+        "ext-pdo": "*"
     },
     "platform-dev": {},
     "plugin-api-version": "2.6.0"

config/services.php

@@ -50,4 +50,23 @@ return [
         'secret' => env('DINGTALK_SECRET'),
     ],
 
+    'sls' => [
+        'endpoint' => env('SLS_ENDPOINT'),
+        'project' => env('SLS_PROJECT'),
+        'logstore' => env('SLS_LOGSTORE'),
+        'access_key_id' => env('SLS_ACCESS_KEY_ID'),
+        'access_key_secret' => env('SLS_ACCESS_KEY_SECRET'),
+        'security_token' => env('SLS_SECURITY_TOKEN', ''),
+        'query_timeout' => (int) env('SLS_QUERY_TIMEOUT', 60),
+    ],
+
+    'ai' => [
+        'endpoint' => env('AI_ENDPOINT', 'https://api.openai.com/v1'),
+        'api_key' => env('AI_API_KEY'),
+        'model' => env('AI_MODEL', 'gpt-4o'),
+        'temperature' => (float) env('AI_TEMPERATURE', 0.3),
+        'timeout' => (int) env('AI_TIMEOUT', 120),
+        'max_tokens' => (int) env('AI_MAX_TOKENS', 4096),
+    ],
+
 ];

database/migrations/2026_01_13_134328_create_log_analysis_reports_table.php

@@ -0,0 +1,39 @@
+<?php
+
+use Illuminate\Database\Migrations\Migration;
+use Illuminate\Database\Schema\Blueprint;
+use Illuminate\Support\Facades\Schema;
+
+return new class extends Migration
+{
+    /**
+     * Run the migrations.
+     */
+    public function up(): void
+    {
+        Schema::create('log_analysis_reports', function (Blueprint $table) {
+            $table->id();
+            $table->timestamp('from_time');
+            $table->timestamp('to_time');
+            $table->string('query', 1000)->nullable();
+            $table->string('mode', 20);
+            $table->integer('total_logs');
+            $table->json('results');
+            $table->json('metadata')->nullable();
+            $table->string('status', 20)->default('completed');
+            $table->text('error_message')->nullable();
+            $table->timestamps();
+
+            $table->index(['from_time', 'to_time']);
+            $table->index('status');
+        });
+    }
+
+    /**
+     * Reverse the migrations.
+     */
+    public function down(): void
+    {
+        Schema::dropIfExists('log_analysis_reports');
+    }
+};

resources/js/components/admin/AdminDashboard.vue

@@ -46,6 +46,12 @@
       ref="messageDispatch"
     />
 
+    <!-- SLS 日志分析页面 -->
+    <log-analysis
+      v-else-if="currentPage === 'log-analysis'"
+      :is-admin="isAdmin"
+    />
+
     <!-- 系统设置页面 -->
     <system-settings v-else-if="currentPage === 'settings'" :is-admin="isAdmin" />
 
@@ -66,6 +72,7 @@ import JiraWorklog from '../jira/JiraWorklog.vue';
 import MessageSync from '../message-sync/MessageSync.vue';
 import EventConsumerSync from '../message-sync/EventConsumerSync.vue';
 import MessageDispatch from '../message-sync/MessageDispatch.vue';
+import LogAnalysis from '../log-analysis/LogAnalysis.vue';
 import SystemSettings from './SystemSettings.vue';
 import OperationLogs from './OperationLogs.vue';
 import IpUserMappings from './IpUserMappings.vue';
@@ -81,6 +88,7 @@ export default {
     MessageSync,
     EventConsumerSync,
     MessageDispatch,
+    LogAnalysis,
     SystemSettings,
     OperationLogs,
     IpUserMappings
@@ -129,6 +137,7 @@ export default {
         'message-sync': '消息同步',
         'event-consumer-sync': '事件消费者同步对比',
         'message-dispatch': '消息分发异常查询',
+        'log-analysis': 'SLS 日志分析',
         'settings': '系统设置',
         'logs': '操作日志',
         'ip-mappings': 'IP 用户映射'
@@ -155,6 +164,8 @@ export default {
         page = 'event-consumer-sync';
       } else if (path === '/message-dispatch') {
         page = 'message-dispatch';
+      } else if (path === '/log-analysis') {
+        page = 'log-analysis';
       } else if (path === '/settings') {
         page = 'settings';
       } else if (path === '/logs') {

resources/js/components/admin/AdminLayout.vue

@@ -190,6 +190,30 @@
             消息分发异常
           </a>
 
+          <a
+            href="#"
+            @click.prevent="setActiveMenu('log-analysis')"
+            :class="[
+              'group flex items-center px-3 py-2 text-sm font-medium rounded-lg transition-colors duration-200',
+              activeMenu === 'log-analysis'
+                ? 'bg-blue-50 text-blue-700 border-r-2 border-blue-700'
+                : 'text-gray-700 hover:bg-gray-50 hover:text-gray-900'
+            ]"
+          >
+            <svg
+              :class="[
+                'mr-3 h-5 w-5 transition-colors duration-200',
+                activeMenu === 'log-analysis' ? 'text-blue-500' : 'text-gray-400 group-hover:text-gray-500'
+              ]"
+              fill="none"
+              stroke="currentColor"
+              viewBox="0 0 24 24"
+            >
+              <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 19v-6a2 2 0 00-2-2H5a2 2 0 00-2 2v6a2 2 0 002 2h2a2 2 0 002-2zm0 0V9a2 2 0 012-2h2a2 2 0 012 2v10m-6 0a2 2 0 002 2h2a2 2 0 002-2m0 0V5a2 2 0 012-2h2a2 2 0 012 2v14a2 2 0 01-2 2h-2a2 2 0 01-2-2z"/>
+            </svg>
+            SLS 日志分析
+          </a>
+
           <a
             href="#"
             @click.prevent="setActiveMenu('settings')"
@@ -350,6 +374,8 @@ export default {
         menu = 'event-consumer-sync';
       } else if (path === '/message-dispatch') {
         menu = 'message-dispatch';
+      } else if (path === '/log-analysis') {
+        menu = 'log-analysis';
       } else if (path === '/settings') {
         menu = 'settings';
       } else if (path === '/logs') {

resources/js/components/jira/JiraWorklog.vue

@@ -313,6 +313,12 @@ export default {
           bValue = b.parent_task ? b.parent_task.key : '';
         }
 
+        // 特殊处理日期时间排序：结合 date 和 time 字段
+        if (this.sortField === 'date') {
+          aValue = `${a.date || ''} ${a.time || '00:00'}`;
+          bValue = `${b.date || ''} ${b.time || '00:00'}`;
+        }
+
         // 处理空值
         if (!aValue && !bValue) return 0;
         if (!aValue) return this.sortDirection === 'asc' ? -1 : 1;

resources/js/components/log-analysis/LogAnalysis.vue

@@ -0,0 +1,955 @@
+<template>
+  <div class="p-6 h-full overflow-auto">
+    <!-- 页面标题 -->
+    <div class="mb-6">
+      <h1 class="text-2xl font-bold text-gray-900">SLS 日志分析</h1>
+      <p class="text-gray-600 mt-1">查询和分析阿里云 SLS 日志，支持 AI 智能分析</p>
+    </div>
+
+    <!-- 状态提示 -->
+    <div v-if="!config.sls_configured" class="mb-4 p-4 bg-yellow-50 border border-yellow-200 rounded-lg">
+      <div class="flex items-center text-yellow-700">
+        <svg class="w-5 h-5 mr-2" fill="currentColor" viewBox="0 0 20 20">
+          <path fill-rule="evenodd" d="M8.257 3.099c.765-1.36 2.722-1.36 3.486 0l5.58 9.92c.75 1.334-.213 2.98-1.742 2.98H4.42c-1.53 0-2.493-1.646-1.743-2.98l5.58-9.92zM11 13a1 1 0 11-2 0 1 1 0 012 0zm-1-8a1 1 0 00-1 1v3a1 1 0 002 0V6a1 1 0 00-1-1z" clip-rule="evenodd"/>
+        </svg>
+        <span>SLS 服务未配置，请在 .env 中设置 SLS_* 配置项</span>
+      </div>
+    </div>
+
+    <div v-if="!config.ai_configured" class="mb-4 p-4 bg-yellow-50 border border-yellow-200 rounded-lg">
+      <div class="flex items-center text-yellow-700">
+        <svg class="w-5 h-5 mr-2" fill="currentColor" viewBox="0 0 20 20">
+          <path fill-rule="evenodd" d="M8.257 3.099c.765-1.36 2.722-1.36 3.486 0l5.58 9.92c.75 1.334-.213 2.98-1.742 2.98H4.42c-1.53 0-2.493-1.646-1.743-2.98l5.58-9.92zM11 13a1 1 0 11-2 0 1 1 0 012 0zm-1-8a1 1 0 00-1 1v3a1 1 0 002 0V6a1 1 0 00-1-1z" clip-rule="evenodd"/>
+        </svg>
+        <span>AI 服务未配置，请在下方配置 AI 提供商</span>
+      </div>
+    </div>
+
+    <!-- 查询区域 -->
+    <div class="bg-white rounded-lg shadow-sm border border-gray-200 p-6 mb-6">
+      <h2 class="text-lg font-semibold text-gray-700 mb-4">查询条件</h2>
+
+      <div class="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-4 gap-4 mb-4">
+        <!-- 开始时间 -->
+        <div>
+          <label class="block text-sm font-medium text-gray-700 mb-2">开始时间</label>
+          <input
+            v-model="queryParams.from"
+            type="datetime-local"
+            class="w-full px-3 py-2 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-500"
+          >
+        </div>
+
+        <!-- 结束时间 -->
+        <div>
+          <label class="block text-sm font-medium text-gray-700 mb-2">结束时间</label>
+          <input
+            v-model="queryParams.to"
+            type="datetime-local"
+            class="w-full px-3 py-2 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-500"
+          >
+        </div>
+
+        <!-- 分析模式 -->
+        <div>
+          <label class="block text-sm font-medium text-gray-700 mb-2">分析模式</label>
+          <select
+            v-model="queryParams.mode"
+            class="w-full px-3 py-2 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-500"
+          >
+            <option value="logs">仅日志分析</option>
+            <option value="logs+code">日志 + 代码分析</option>
+          </select>
+        </div>
+
+        <!-- 快捷时间 -->
+        <div>
+          <label class="block text-sm font-medium text-gray-700 mb-2">快捷选择</label>
+          <div class="flex gap-2">
+            <button @click="setQuickTime('1h')" class="px-3 py-2 text-sm bg-gray-100 hover:bg-gray-200 rounded-md">1小时</button>
+            <button @click="setQuickTime('6h')" class="px-3 py-2 text-sm bg-gray-100 hover:bg-gray-200 rounded-md">6小时</button>
+            <button @click="setQuickTime('24h')" class="px-3 py-2 text-sm bg-gray-100 hover:bg-gray-200 rounded-md">24小时</button>
+          </div>
+        </div>
+      </div>
+
+      <!-- 查询语句 -->
+      <div class="mb-4">
+        <label class="block text-sm font-medium text-gray-700 mb-2">
+          SLS 查询语句
+          <span class="text-xs text-gray-500 font-normal ml-2">
+            (AI 分析时留空默认查询 ERROR 和 WARNING 日志)
+          </span>
+        </label>
+        <input
+          v-model="queryParams.query"
+          type="text"
+          placeholder='留空默认: ERROR or WARNING，或自定义如: * | where level = "ERROR"'
+          class="w-full px-3 py-2 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-500"
+        >
+        <div class="mt-1 text-xs text-gray-500">
+          <details class="cursor-pointer">
+            <summary class="text-blue-600 hover:text-blue-800">查询语法说明</summary>
+            <div class="mt-2 p-3 bg-gray-50 rounded border border-gray-200 space-y-1">
+              <p><strong>全文搜索：</strong></p>
+              <p class="ml-2">• <code class="bg-white px-1">*</code> - 查询所有日志</p>
+              <p class="ml-2">• <code class="bg-white px-1">ERROR</code> - 搜索包含 ERROR 的日志</p>
+              <p class="ml-2">• <code class="bg-white px-1">ERROR and timeout</code> - 同时包含两个关键词</p>
+              <p class="ml-2">• <code class="bg-white px-1">ERROR or WARNING</code> - 包含任一关键词</p>
+              <p class="ml-2">• <code class="bg-white px-1">ERROR not success</code> - 包含 ERROR 但不包含 success</p>
+              <p class="mt-2"><strong>SQL 分析语法（需要字段索引）：</strong></p>
+              <p class="ml-2">• <code class="bg-white px-1">* | where level = "ERROR"</code> - 筛选 level 字段</p>
+              <p class="ml-2">• <code class="bg-white px-1">* | where level in ("ERROR", "WARNING")</code> - 多个值</p>
+              <p class="ml-2">• <code class="bg-white px-1">* | where status >= 500</code> - 数值比较</p>
+            </div>
+          </details>
+        </div>
+      </div>
+
+      <!-- Logstore 选择 -->
+      <div v-if="availableLogstores.length > 0" class="mb-4">
+        <label class="block text-sm font-medium text-gray-700 mb-2">
+          选择 Logstore ({{ queryParams.logstores.length }}/{{ availableLogstores.length }})
+        </label>
+        <div class="flex flex-wrap gap-2">
+          <label
+            v-for="logstore in availableLogstores"
+            :key="logstore"
+            class="inline-flex items-center px-3 py-2 border rounded-md cursor-pointer transition-colors"
+            :class="queryParams.logstores.includes(logstore)
+              ? 'bg-blue-50 border-blue-500 text-blue-700'
+              : 'bg-white border-gray-300 text-gray-700 hover:bg-gray-50'"
+          >
+            <input
+              type="checkbox"
+              :value="logstore"
+              v-model="queryParams.logstores"
+              class="mr-2"
+            >
+            <span class="text-sm font-medium">{{ logstore }}</span>
+          </label>
+        </div>
+        <div class="mt-2 flex gap-2">
+          <button
+            @click="queryParams.logstores = [...availableLogstores]"
+            class="text-sm text-blue-600 hover:text-blue-800"
+          >
+            全选
+          </button>
+          <button
+            @click="queryParams.logstores = []"
+            class="text-sm text-blue-600 hover:text-blue-800"
+          >
+            清空
+          </button>
+        </div>
+      </div>
+
+      <!-- 操作按钮 -->
+      <div class="flex gap-3">
+        <button
+          @click="handleQuery"
+          :disabled="loading || !config.sls_configured"
+          class="px-4 py-2 bg-blue-600 text-white rounded-md hover:bg-blue-700 disabled:opacity-50 disabled:cursor-not-allowed flex items-center"
+        >
+          <svg v-if="loading" class="animate-spin -ml-1 mr-2 h-4 w-4 text-white" fill="none" viewBox="0 0 24 24">
+            <circle class="opacity-25" cx="12" cy="12" r="10" stroke="currentColor" stroke-width="4"></circle>
+            <path class="opacity-75" fill="currentColor" d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 5.291A7.962 7.962 0 014 12H0c0 3.042 1.135 5.824 3 7.938l3-2.647z"></path>
+          </svg>
+          查询日志
+        </button>
+        <button
+          @click="handleAnalyze"
+          :disabled="analyzing || !config.sls_configured || !config.ai_configured"
+          class="px-4 py-2 bg-green-600 text-white rounded-md hover:bg-green-700 disabled:opacity-50 disabled:cursor-not-allowed flex items-center"
+        >
+          <svg v-if="analyzing" class="animate-spin -ml-1 mr-2 h-4 w-4 text-white" fill="none" viewBox="0 0 24 24">
+            <circle class="opacity-25" cx="12" cy="12" r="10" stroke="currentColor" stroke-width="4"></circle>
+            <path class="opacity-75" fill="currentColor" d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 5.291A7.962 7.962 0 014 12H0c0 3.042 1.135 5.824 3 7.938l3-2.647z"></path>
+          </svg>
+          AI 分析
+        </button>
+      </div>
+    </div>
+
+    <!-- Tab 切换 -->
+    <div class="mb-4 border-b border-gray-200">
+      <nav class="flex space-x-8">
+        <button
+          @click="activeTab = 'results'"
+          :class="[
+            'py-2 px-1 border-b-2 font-medium text-sm',
+            activeTab === 'results'
+              ? 'border-blue-500 text-blue-600'
+              : 'border-transparent text-gray-500 hover:text-gray-700 hover:border-gray-300'
+          ]"
+        >
+          查询结果
+        </button>
+        <button
+          @click="activeTab = 'analysis'"
+          :class="[
+            'py-2 px-1 border-b-2 font-medium text-sm',
+            activeTab === 'analysis'
+              ? 'border-blue-500 text-blue-600'
+              : 'border-transparent text-gray-500 hover:text-gray-700 hover:border-gray-300'
+          ]"
+        >
+          AI 分析结果
+        </button>
+        <button
+          @click="activeTab = 'history'"
+          :class="[
+            'py-2 px-1 border-b-2 font-medium text-sm',
+            activeTab === 'history'
+              ? 'border-blue-500 text-blue-600'
+              : 'border-transparent text-gray-500 hover:text-gray-700 hover:border-gray-300'
+          ]"
+        >
+          历史报告
+        </button>
+        <button
+          @click="activeTab = 'config'"
+          :class="[
+            'py-2 px-1 border-b-2 font-medium text-sm',
+            activeTab === 'config'
+              ? 'border-blue-500 text-blue-600'
+              : 'border-transparent text-gray-500 hover:text-gray-700 hover:border-gray-300'
+          ]"
+        >
+          AI 配置
+        </button>
+      </nav>
+    </div>
+
+    <!-- 错误提示 -->
+    <div v-if="error" class="mb-4 p-4 bg-red-50 border border-red-200 rounded-lg text-red-700">
+      {{ error }}
+    </div>
+
+    <!-- 查询结果 Tab -->
+    <div v-if="activeTab === 'results'" class="bg-white rounded-lg shadow-sm border border-gray-200">
+      <div v-if="!queryResult" class="p-8 text-center text-gray-500">
+        请输入查询条件并点击"查询日志"
+      </div>
+      <div v-else>
+        <!-- 统计信息 -->
+        <div class="p-4 border-b border-gray-200 bg-gray-50">
+          <div class="flex flex-col gap-3">
+            <div class="flex items-center justify-between">
+              <div class="flex gap-6">
+                <span class="text-sm text-gray-600">总日志数: <strong>{{ queryResult.total }}</strong></span>
+                <span v-for="(count, level) in queryResult.statistics?.by_level" :key="level" class="text-sm">
+                  <span :class="getLevelClass(level)">{{ level }}: {{ count }}</span>
+                </span>
+              </div>
+            </div>
+            <!-- 按 Logstore 分组统计 -->
+            <div v-if="queryResult.statistics?.by_logstore" class="flex flex-wrap gap-2">
+              <span class="text-sm text-gray-600 font-medium">按 Logstore:</span>
+              <span
+                v-for="(data, logstore) in queryResult.statistics.by_logstore"
+                :key="logstore"
+                class="text-sm px-2 py-1 rounded"
+                :class="data.success ? 'bg-green-100 text-green-700' : 'bg-red-100 text-red-700'"
+              >
+                {{ logstore }}: {{ data.count }}
+                <span v-if="!data.success" class="text-xs">(失败)</span>
+              </span>
+            </div>
+          </div>
+        </div>
+        <!-- 日志列表 -->
+        <div class="overflow-x-auto max-h-96">
+          <table class="min-w-full divide-y divide-gray-200">
+            <thead class="bg-gray-50 sticky top-0">
+              <tr>
+                <th class="px-4 py-3 text-left text-xs font-medium text-gray-500 uppercase">时间</th>
+                <th class="px-4 py-3 text-left text-xs font-medium text-gray-500 uppercase">级别</th>
+                <th class="px-4 py-3 text-left text-xs font-medium text-gray-500 uppercase">应用</th>
+                <th v-if="queryResult.statistics?.by_logstore" class="px-4 py-3 text-left text-xs font-medium text-gray-500 uppercase">Logstore</th>
+                <th class="px-4 py-3 text-left text-xs font-medium text-gray-500 uppercase">消息</th>
+              </tr>
+            </thead>
+            <tbody class="bg-white divide-y divide-gray-200">
+              <tr v-for="(log, index) in queryResult.logs" :key="index" class="hover:bg-gray-50">
+                <td class="px-4 py-2 whitespace-nowrap text-sm text-gray-500">{{ log.time }}</td>
+                <td class="px-4 py-2 whitespace-nowrap">
+                  <span :class="getLevelBadgeClass(log.level)" class="px-2 py-1 rounded text-xs font-medium">
+                    {{ log.level }}
+                  </span>
+                </td>
+                <td class="px-4 py-2 whitespace-nowrap text-sm text-gray-600">{{ log.app_name }}</td>
+                <td v-if="queryResult.statistics?.by_logstore" class="px-4 py-2 whitespace-nowrap text-sm text-gray-600">
+                  <span class="px-2 py-1 bg-blue-100 text-blue-700 rounded text-xs">{{ log._logstore || '-' }}</span>
+                </td>
+                <td class="px-4 py-2 text-sm text-gray-600 max-w-md truncate" :title="log.message">{{ log.message }}</td>
+              </tr>
+            </tbody>
+          </table>
+        </div>
+      </div>
+    </div>
+
+    <!-- AI 分析结果 Tab -->
+    <div v-if="activeTab === 'analysis'" class="bg-white rounded-lg shadow-sm border border-gray-200">
+      <div v-if="!analysisResult" class="p-8 text-center text-gray-500">
+        请在历史报告中选择一个已完成的分析报告查看结果
+      </div>
+      <div v-else class="p-4">
+        <!-- 状态提示 -->
+        <div v-if="analysisResult.status === 'pending'" class="mb-4 p-4 bg-yellow-50 border border-yellow-200 rounded-lg">
+          <div class="flex items-center text-yellow-700">
+            <svg class="animate-spin h-5 w-5 mr-2" fill="none" viewBox="0 0 24 24">
+              <circle class="opacity-25" cx="12" cy="12" r="10" stroke="currentColor" stroke-width="4"></circle>
+              <path class="opacity-75" fill="currentColor" d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 5.291A7.962 7.962 0 014 12H0c0 3.042 1.135 5.824 3 7.938l3-2.647z"></path>
+            </svg>
+            <span>分析任务正在处理中，请稍候...</span>
+            <button @click="refreshReport(analysisResult.id)" class="ml-4 text-blue-600 hover:text-blue-800 text-sm">
+              刷新状态
+            </button>
+          </div>
+        </div>
+        <div v-else-if="analysisResult.status === 'failed'" class="mb-4 p-4 bg-red-50 border border-red-200 rounded-lg">
+          <div class="text-red-700">
+            <strong>分析失败:</strong> {{ analysisResult.error_message }}
+          </div>
+        </div>
+
+        <!-- 元数据 -->
+        <div class="mb-4 p-3 bg-gray-50 rounded-lg text-sm text-gray-600">
+          <span>分析时间: {{ analysisResult.metadata?.analyzed_at || analysisResult.created_at }}</span>
+          <span class="ml-4">总日志: {{ analysisResult.metadata?.total_logs ?? analysisResult.total_logs ?? 0 }}</span>
+          <span v-if="analysisResult.metadata?.execution_time_ms" class="ml-4">耗时: {{ analysisResult.metadata.execution_time_ms }}ms</span>
+          <span class="ml-4">
+            状态:
+            <span :class="getStatusClass(analysisResult.status)" class="px-2 py-0.5 rounded text-xs font-medium">
+              {{ getStatusText(analysisResult.status) }}
+            </span>
+          </span>
+        </div>
+
+        <!-- 按应用展示结果 -->
+        <div v-if="analysisResult.status === 'completed' && analysisResult.results">
+          <div v-for="(result, appName) in analysisResult.results" :key="appName" class="mb-6 border border-gray-200 rounded-lg">
+            <div class="p-4 bg-gray-50 border-b border-gray-200 flex items-center justify-between">
+              <h3 class="font-semibold text-gray-800">{{ appName }}</h3>
+              <span :class="getImpactClass(result.impact)" class="px-3 py-1 rounded-full text-sm font-medium">
+                {{ result.impact || 'N/A' }}
+              </span>
+            </div>
+            <div class="p-4">
+              <div v-if="result.error" class="text-red-600">
+                分析失败: {{ result.error }}
+              </div>
+              <div v-else>
+                <p class="text-gray-700 mb-4">{{ result.summary }}</p>
+
+                <!-- 异常列表 -->
+                <div v-if="result.core_anomalies?.length" class="space-y-3">
+                  <h4 class="font-medium text-gray-700">异常列表 ({{ result.core_anomalies.length }})</h4>
+                  <div v-for="(anomaly, idx) in result.core_anomalies" :key="idx"
+                       class="p-3 bg-gray-50 rounded-lg border-l-4"
+                       :class="getAnomalyBorderClass(anomaly.type)">
+                    <div class="flex items-center gap-2 mb-2">
+                      <span class="px-2 py-0.5 bg-gray-200 rounded text-xs">{{ anomaly.type }}</span>
+                      <span class="px-2 py-0.5 bg-blue-100 text-blue-700 rounded text-xs">{{ anomaly.classification }}</span>
+                      <span class="text-sm text-gray-500">x{{ anomaly.count }}</span>
+                    </div>
+                    <p class="text-sm text-gray-700 mb-1"><strong>可能原因:</strong> {{ anomaly.possible_cause }}</p>
+                    <p class="text-sm text-gray-600"><strong>建议:</strong> {{ anomaly.suggestion }}</p>
+                  </div>
+                </div>
+              </div>
+            </div>
+          </div>
+        </div>
+        <div v-else-if="analysisResult.status === 'completed' && (!analysisResult.results || Object.keys(analysisResult.results).length === 0)" class="text-center text-gray-500 py-8">
+          未找到匹配的日志或分析结果为空
+        </div>
+      </div>
+    </div>
+
+    <!-- 历史报告 Tab -->
+    <div v-if="activeTab === 'history'" class="bg-white rounded-lg shadow-sm border border-gray-200">
+      <div class="p-4 border-b border-gray-200 flex items-center justify-between">
+        <h3 class="font-semibold text-gray-700">历史报告</h3>
+        <button @click="loadHistory" :disabled="historyLoading" class="text-sm text-blue-600 hover:text-blue-800 flex items-center">
+          <svg v-if="historyLoading" class="animate-spin h-4 w-4 mr-1" fill="none" viewBox="0 0 24 24">
+            <circle class="opacity-25" cx="12" cy="12" r="10" stroke="currentColor" stroke-width="4"></circle>
+            <path class="opacity-75" fill="currentColor" d="M4 12a8 8 0 018-8V0C5.373 0 0 5.373 0 12h4zm2 5.291A7.962 7.962 0 014 12H0c0 3.042 1.135 5.824 3 7.938l3-2.647z"></path>
+          </svg>
+          刷新
+        </button>
+      </div>
+      <div v-if="historyLoading && !historyReports.length" class="p-8 text-center text-gray-500">
+        加载中...
+      </div>
+      <div v-else-if="!historyReports.length" class="p-8 text-center text-gray-500">
+        暂无历史报告
+      </div>
+      <div v-else class="overflow-x-auto">
+        <table class="min-w-full divide-y divide-gray-200">
+          <thead class="bg-gray-50">
+            <tr>
+              <th class="px-4 py-3 text-left text-xs font-medium text-gray-500 uppercase">ID</th>
+              <th class="px-4 py-3 text-left text-xs font-medium text-gray-500 uppercase">时间范围</th>
+              <th class="px-4 py-3 text-left text-xs font-medium text-gray-500 uppercase">模式</th>
+              <th class="px-4 py-3 text-left text-xs font-medium text-gray-500 uppercase">日志数</th>
+              <th class="px-4 py-3 text-left text-xs font-medium text-gray-500 uppercase">状态</th>
+              <th class="px-4 py-3 text-left text-xs font-medium text-gray-500 uppercase">创建时间</th>
+              <th class="px-4 py-3 text-left text-xs font-medium text-gray-500 uppercase">操作</th>
+            </tr>
+          </thead>
+          <tbody class="bg-white divide-y divide-gray-200">
+            <tr v-for="report in historyReports" :key="report.id" class="hover:bg-gray-50">
+              <td class="px-4 py-2 text-sm text-gray-500">#{{ report.id }}</td>
+              <td class="px-4 py-2 text-sm text-gray-600">{{ report.from_time }} ~ {{ report.to_time }}</td>
+              <td class="px-4 py-2 text-sm text-gray-600">{{ report.mode }}</td>
+              <td class="px-4 py-2 text-sm text-gray-600">{{ report.total_logs }}</td>
+              <td class="px-4 py-2">
+                <span :class="getStatusClass(report.status)" class="px-2 py-1 rounded text-xs font-medium">
+                  {{ getStatusText(report.status) }}
+                </span>
+              </td>
+              <td class="px-4 py-2 text-sm text-gray-500">{{ report.created_at }}</td>
+              <td class="px-4 py-2">
+                <button @click="viewReport(report.id)" class="text-blue-600 hover:text-blue-800 text-sm">
+                  查看详情
+                </button>
+              </td>
+            </tr>
+          </tbody>
+        </table>
+      </div>
+    </div>
+
+    <!-- AI 配置 Tab -->
+    <div v-if="activeTab === 'config'" class="bg-white rounded-lg shadow-sm border border-gray-200 p-6">
+      <h3 class="text-lg font-semibold text-gray-700 mb-4">AI 提供商配置</h3>
+
+      <!-- 当前激活的提供商 -->
+      <div v-if="config.active_ai_provider" class="mb-4 p-3 bg-green-50 border border-green-200 rounded-lg">
+        <span class="text-green-700">当前使用: {{ config.active_ai_provider.name || config.active_ai_provider.key }}</span>
+      </div>
+
+      <!-- 提供商列表 -->
+      <div class="space-y-4 mb-6">
+        <div v-for="(provider, key) in config.ai_providers" :key="key"
+             class="p-4 border border-gray-200 rounded-lg"
+             :class="{'border-green-500 bg-green-50': config.active_ai_provider?.key === key}">
+          <div class="flex items-center justify-between mb-2">
+            <div class="flex items-center gap-2">
+              <strong>{{ provider.name || key }}</strong>
+              <span class="text-sm text-gray-500">{{ provider.model }}</span>
+            </div>
+            <div class="flex gap-2">
+              <button
+                v-if="config.active_ai_provider?.key !== key"
+                @click="setActiveProvider(key)"
+                class="px-3 py-1 text-sm bg-blue-100 text-blue-700 rounded hover:bg-blue-200"
+              >
+                激活
+              </button>
+              <button
+                v-if="key !== 'default'"
+                @click="deleteProvider(key)"
+                class="px-3 py-1 text-sm bg-red-100 text-red-700 rounded hover:bg-red-200"
+              >
+                删除
+              </button>
+            </div>
+          </div>
+          <div class="text-sm text-gray-600">
+            <span>Endpoint: {{ provider.endpoint }}</span>
+          </div>
+        </div>
+      </div>
+
+      <!-- 添加新提供商 -->
+      <div v-if="isAdmin" class="border-t border-gray-200 pt-4">
+        <h4 class="font-medium text-gray-700 mb-3">添加新的 AI 提供商</h4>
+        <div class="grid grid-cols-1 md:grid-cols-2 gap-4 mb-4">
+          <div>
+            <label class="block text-sm font-medium text-gray-700 mb-1">名称</label>
+            <input v-model="newProvider.name" type="text" placeholder="例如: OpenAI" class="w-full px-3 py-2 border border-gray-300 rounded-md">
+          </div>
+          <div>
+            <label class="block text-sm font-medium text-gray-700 mb-1">Key (唯一标识)</label>
+            <input v-model="newProvider.key" type="text" placeholder="例如: openai" class="w-full px-3 py-2 border border-gray-300 rounded-md">
+          </div>
+          <div>
+            <label class="block text-sm font-medium text-gray-700 mb-1">Endpoint</label>
+            <input v-model="newProvider.endpoint" type="text" placeholder="https://api.openai.com/v1" class="w-full px-3 py-2 border border-gray-300 rounded-md">
+          </div>
+          <div>
+            <label class="block text-sm font-medium text-gray-700 mb-1">API Key</label>
+            <input v-model="newProvider.api_key" type="password" placeholder="sk-xxx" class="w-full px-3 py-2 border border-gray-300 rounded-md">
+          </div>
+          <div>
+            <label class="block text-sm font-medium text-gray-700 mb-1">Model</label>
+            <input v-model="newProvider.model" type="text" placeholder="gpt-4o" class="w-full px-3 py-2 border border-gray-300 rounded-md">
+          </div>
+          <div>
+            <label class="block text-sm font-medium text-gray-700 mb-1">Temperature</label>
+            <input v-model.number="newProvider.temperature" type="number" step="0.1" min="0" max="2" class="w-full px-3 py-2 border border-gray-300 rounded-md">
+          </div>
+        </div>
+        <button
+          @click="addProvider"
+          :disabled="!newProvider.key || !newProvider.endpoint || !newProvider.api_key || !newProvider.model"
+          class="px-4 py-2 bg-blue-600 text-white rounded-md hover:bg-blue-700 disabled:opacity-50"
+        >
+          添加提供商
+        </button>
+      </div>
+
+      <!-- 测试连接 -->
+      <div class="border-t border-gray-200 pt-4 mt-4">
+        <button @click="testAiConnection" :disabled="testingAi" class="px-4 py-2 bg-gray-600 text-white rounded-md hover:bg-gray-700">
+          {{ testingAi ? '测试中...' : '测试 AI 连接' }}
+        </button>
+        <span v-if="aiTestResult" :class="aiTestResult.success ? 'text-green-600' : 'text-red-600'" class="ml-3">
+          {{ aiTestResult.message }}
+        </span>
+      </div>
+
+      <!-- 定时任务设置 -->
+      <div v-if="isAdmin" class="border-t border-gray-200 pt-4 mt-4">
+        <h4 class="font-medium text-gray-700 mb-3">定时任务设置</h4>
+        <div class="p-4 bg-gray-50 rounded-lg space-y-4">
+          <!-- 每日分析任务 -->
+          <div class="flex items-center justify-between">
+            <div>
+              <span class="text-sm font-medium text-gray-700">每日自动分析</span>
+              <p class="text-xs text-gray-500 mt-1">每天凌晨 2 点自动分析过去 24 小时的 ERROR 日志并推送到钉钉</p>
+            </div>
+            <button
+              type="button"
+              @click="config.settings.daily_schedule_enabled = !config.settings.daily_schedule_enabled; updateScheduleSettings()"
+              :class="[
+                'relative inline-flex h-6 w-11 flex-shrink-0 cursor-pointer rounded-full border-2 border-transparent transition-colors duration-200 ease-in-out focus:outline-none focus:ring-2 focus:ring-blue-500 focus:ring-offset-2',
+                config.settings.daily_schedule_enabled ? 'bg-blue-600' : 'bg-gray-200'
+              ]"
+            >
+              <span
+                :class="[
+                  'pointer-events-none inline-block h-5 w-5 transform rounded-full bg-white shadow ring-0 transition duration-200 ease-in-out',
+                  config.settings.daily_schedule_enabled ? 'translate-x-5' : 'translate-x-0'
+                ]"
+              ></span>
+            </button>
+          </div>
+
+          <!-- 每 4 小时分析任务 -->
+          <div class="flex items-center justify-between border-t border-gray-200 pt-4">
+            <div>
+              <span class="text-sm font-medium text-gray-700">高频分析（每 4 小时）</span>
+              <p class="text-xs text-gray-500 mt-1">每 4 小时自动分析过去 6 小时的 ERROR 日志并推送到钉钉</p>
+            </div>
+            <button
+              type="button"
+              @click="config.settings.schedule_enabled = !config.settings.schedule_enabled; updateScheduleSettings()"
+              :class="[
+                'relative inline-flex h-6 w-11 flex-shrink-0 cursor-pointer rounded-full border-2 border-transparent transition-colors duration-200 ease-in-out focus:outline-none focus:ring-2 focus:ring-blue-500 focus:ring-offset-2',
+                config.settings.schedule_enabled ? 'bg-blue-600' : 'bg-gray-200'
+              ]"
+            >
+              <span
+                :class="[
+                  'pointer-events-none inline-block h-5 w-5 transform rounded-full bg-white shadow ring-0 transition duration-200 ease-in-out',
+                  config.settings.schedule_enabled ? 'translate-x-5' : 'translate-x-0'
+                ]"
+              ></span>
+            </button>
+          </div>
+
+          <div v-if="config.settings.daily_schedule_enabled || config.settings.schedule_enabled" class="text-sm text-gray-600 border-t border-gray-200 pt-4">
+            <p class="text-xs text-gray-500">
+              注意：需要配置 Laravel 调度器才能生效。请确保服务器已配置 cron 任务：<br>
+              <code class="bg-gray-100 px-1 rounded">* * * * * cd /path/to/project && php artisan schedule:run >> /dev/null 2>&1</code>
+            </p>
+            <p class="text-xs text-gray-500 mt-2">
+              同时需要启动队列处理器来执行后台任务：<br>
+              <code class="bg-gray-100 px-1 rounded">php artisan queue:work</code>
+            </p>
+          </div>
+        </div>
+      </div>
+    </div>
+  </div>
+</template>
+
+<script>
+export default {
+  name: 'LogAnalysis',
+  props: {
+    isAdmin: {
+      type: Boolean,
+      default: false
+    }
+  },
+  data() {
+    return {
+      activeTab: 'results',
+      loading: false,
+      analyzing: false,
+      error: '',
+      queryParams: {
+        from: this.getDefaultFrom(),
+        to: this.getDefaultTo(),
+        query: '',
+        mode: 'logs',
+        logstores: []
+      },
+      availableLogstores: [],
+      config: {
+        sls_configured: false,
+        ai_configured: false,
+        ai_providers: {},
+        active_ai_provider: null,
+        app_env_map: {},
+        settings: {
+          schedule_enabled: false
+        }
+      },
+      queryResult: null,
+      analysisResult: null,
+      historyReports: [],
+      historyLoading: false,
+      newProvider: {
+        key: '',
+        name: '',
+        endpoint: '',
+        api_key: '',
+        model: 'gpt-4o',
+        temperature: 0.3,
+        timeout: 120,
+        max_tokens: 4096,
+        enabled: true
+      },
+      testingAi: false,
+      aiTestResult: null
+    };
+  },
+  async mounted() {
+    await this.loadConfig();
+    await this.loadLogstores();
+  },
+  watch: {
+    activeTab(newTab) {
+      if (newTab === 'history' && !this.historyReports.length) {
+        this.loadHistory();
+      }
+    }
+  },
+  methods: {
+    // 格式化日期为本地时间字符串 (YYYY-MM-DDTHH:mm)
+    formatLocalDateTime(date) {
+      const year = date.getFullYear();
+      const month = String(date.getMonth() + 1).padStart(2, '0');
+      const day = String(date.getDate()).padStart(2, '0');
+      const hours = String(date.getHours()).padStart(2, '0');
+      const minutes = String(date.getMinutes()).padStart(2, '0');
+      return `${year}-${month}-${day}T${hours}:${minutes}`;
+    },
+    getDefaultFrom() {
+      const date = new Date();
+      date.setHours(date.getHours() - 1);
+      return this.formatLocalDateTime(date);
+    },
+    getDefaultTo() {
+      return this.formatLocalDateTime(new Date());
+    },
+    setQuickTime(period) {
+      const now = new Date();
+      const from = new Date();
+
+      if (period === '1h') from.setHours(now.getHours() - 1);
+      else if (period === '6h') from.setHours(now.getHours() - 6);
+      else if (period === '24h') from.setHours(now.getHours() - 24);
+
+      this.queryParams.from = this.formatLocalDateTime(from);
+      this.queryParams.to = this.formatLocalDateTime(now);
+    },
+    async loadConfig() {
+      try {
+        const response = await fetch('/api/log-analysis/config');
+        const data = await response.json();
+        if (data.success) {
+          this.config = data.data;
+        }
+      } catch (error) {
+        console.error('Failed to load config:', error);
+      }
+    },
+    async loadLogstores() {
+      try {
+        const response = await fetch('/api/log-analysis/logstores');
+        const data = await response.json();
+        if (data.success) {
+          this.availableLogstores = data.data.logstores;
+          // 默认选中所有 logstore
+          this.queryParams.logstores = [...this.availableLogstores];
+        }
+      } catch (error) {
+        console.error('Failed to load logstores:', error);
+      }
+    },
+    async handleQuery() {
+      this.loading = true;
+      this.error = '';
+      this.queryResult = null;
+
+      try {
+        const response = await fetch('/api/log-analysis/query', {
+          method: 'POST',
+          headers: { 'Content-Type': 'application/json' },
+          body: JSON.stringify(this.queryParams)
+        });
+        const data = await response.json();
+
+        if (data.success) {
+          this.queryResult = data.data;
+          this.activeTab = 'results';
+        } else {
+          this.error = data.message;
+        }
+      } catch (error) {
+        this.error = error.message;
+      } finally {
+        this.loading = false;
+      }
+    },
+    async handleAnalyze() {
+      this.analyzing = true;
+      this.error = '';
+
+      try {
+        const response = await fetch('/api/log-analysis/analyze', {
+          method: 'POST',
+          headers: { 'Content-Type': 'application/json' },
+          body: JSON.stringify(this.queryParams)
+        });
+        const data = await response.json();
+
+        if (data.success) {
+          // 切换到历史报告 tab 并刷新列表
+          this.activeTab = 'history';
+          await this.loadHistory();
+          // 自动查看刚创建的报告
+          if (data.data?.report_id) {
+            await this.viewReport(data.data.report_id);
+          }
+        } else {
+          this.error = data.message;
+        }
+      } catch (error) {
+        this.error = error.message;
+      } finally {
+        this.analyzing = false;
+      }
+    },
+    async loadHistory() {
+      this.historyLoading = true;
+      try {
+        const response = await fetch('/api/log-analysis/reports');
+        const data = await response.json();
+        if (data.success) {
+          this.historyReports = data.data.reports;
+        }
+      } catch (error) {
+        console.error('Failed to load history:', error);
+      } finally {
+        this.historyLoading = false;
+      }
+    },
+    async viewReport(id) {
+      try {
+        const response = await fetch(`/api/log-analysis/reports/${id}`);
+        const data = await response.json();
+        if (data.success) {
+          this.analysisResult = data.data;
+          this.activeTab = 'analysis';
+        }
+      } catch (error) {
+        this.error = error.message;
+      }
+    },
+    async setActiveProvider(key) {
+      try {
+        const response = await fetch('/api/log-analysis/config', {
+          method: 'PUT',
+          headers: { 'Content-Type': 'application/json' },
+          body: JSON.stringify({ active_ai_provider: key })
+        });
+        const data = await response.json();
+        if (data.success) {
+          await this.loadConfig();
+        } else {
+          this.error = data.message;
+        }
+      } catch (error) {
+        this.error = error.message;
+      }
+    },
+    async addProvider() {
+      const providers = { ...this.config.ai_providers };
+      providers[this.newProvider.key] = {
+        name: this.newProvider.name,
+        endpoint: this.newProvider.endpoint,
+        api_key: this.newProvider.api_key,
+        model: this.newProvider.model,
+        temperature: this.newProvider.temperature,
+        timeout: this.newProvider.timeout,
+        max_tokens: this.newProvider.max_tokens,
+        enabled: true
+      };
+
+      try {
+        const response = await fetch('/api/log-analysis/config', {
+          method: 'PUT',
+          headers: { 'Content-Type': 'application/json' },
+          body: JSON.stringify({ ai_providers: providers })
+        });
+        const data = await response.json();
+        if (data.success) {
+          await this.loadConfig();
+          this.newProvider = {
+            key: '', name: '', endpoint: '', api_key: '',
+            model: 'gpt-4o', temperature: 0.3, timeout: 120, max_tokens: 4096, enabled: true
+          };
+        } else {
+          this.error = data.message;
+        }
+      } catch (error) {
+        this.error = error.message;
+      }
+    },
+    async deleteProvider(key) {
+      if (!confirm(`确定删除提供商 "${key}" 吗？`)) return;
+
+      const providers = { ...this.config.ai_providers };
+      delete providers[key];
+
+      try {
+        const response = await fetch('/api/log-analysis/config', {
+          method: 'PUT',
+          headers: { 'Content-Type': 'application/json' },
+          body: JSON.stringify({ ai_providers: providers })
+        });
+        const result = await response.json();
+        if (result.success) {
+          await this.loadConfig();
+        }
+      } catch (error) {
+        this.error = error.message;
+      }
+    },
+    async testAiConnection() {
+      this.testingAi = true;
+      this.aiTestResult = null;
+      try {
+        const response = await fetch('/api/log-analysis/test-ai');
+        this.aiTestResult = await response.json();
+      } catch (error) {
+        this.aiTestResult = { success: false, message: error.message };
+      } finally {
+        this.testingAi = false;
+      }
+    },
+    async updateScheduleSettings() {
+      try {
+        const settings = { ...this.config.settings };
+        const response = await fetch('/api/log-analysis/config', {
+          method: 'PUT',
+          headers: { 'Content-Type': 'application/json' },
+          body: JSON.stringify({ settings })
+        });
+        const data = await response.json();
+        if (!data.success) {
+          this.error = data.message;
+          // Revert the toggle
+          this.config.settings.schedule_enabled = !this.config.settings.schedule_enabled;
+        }
+      } catch (error) {
+        this.error = error.message;
+        // Revert the toggle
+        this.config.settings.schedule_enabled = !this.config.settings.schedule_enabled;
+      }
+    },
+    getLevelClass(level) {
+      const classes = {
+        'ERROR': 'text-red-600',
+        'WARN': 'text-yellow-600',
+        'WARNING': 'text-yellow-600',
+        'INFO': 'text-blue-600',
+        'DEBUG': 'text-gray-600'
+      };
+      return classes[level?.toUpperCase()] || 'text-gray-600';
+    },
+    getLevelBadgeClass(level) {
+      const classes = {
+        'ERROR': 'bg-red-100 text-red-700',
+        'WARN': 'bg-yellow-100 text-yellow-700',
+        'WARNING': 'bg-yellow-100 text-yellow-700',
+        'INFO': 'bg-blue-100 text-blue-700',
+        'DEBUG': 'bg-gray-100 text-gray-700'
+      };
+      return classes[level?.toUpperCase()] || 'bg-gray-100 text-gray-700';
+    },
+    getImpactClass(impact) {
+      const classes = {
+        'high': 'bg-red-100 text-red-700',
+        'medium': 'bg-yellow-100 text-yellow-700',
+        'low': 'bg-green-100 text-green-700'
+      };
+      return classes[impact] || 'bg-gray-100 text-gray-700';
+    },
+    getAnomalyBorderClass(type) {
+      const classes = {
+        'error': 'border-red-500',
+        'warning': 'border-yellow-500',
+        'performance': 'border-orange-500',
+        'security': 'border-purple-500'
+      };
+      return classes[type] || 'border-gray-500';
+    },
+    getStatusClass(status) {
+      const classes = {
+        'pending': 'bg-yellow-100 text-yellow-700',
+        'completed': 'bg-green-100 text-green-700',
+        'failed': 'bg-red-100 text-red-700'
+      };
+      return classes[status] || 'bg-gray-100 text-gray-700';
+    },
+    getStatusText(status) {
+      const texts = {
+        'pending': '处理中',
+        'completed': '已完成',
+        'failed': '失败'
+      };
+      return texts[status] || status;
+    },
+    async refreshReport(id) {
+      try {
+        const response = await fetch(`/api/log-analysis/reports/${id}`);
+        const data = await response.json();
+        if (data.success) {
+          this.analysisResult = data.data;
+          // 如果还在处理中，5秒后自动刷新
+          if (data.data.status === 'pending') {
+            setTimeout(() => {
+              if (this.analysisResult?.id === id && this.analysisResult?.status === 'pending') {
+                this.refreshReport(id);
+              }
+            }, 5000);
+          }
+        }
+      } catch (error) {
+        this.error = error.message;
+      }
+    }
+  }
+};
+</script>

routes/api.php

@@ -3,6 +3,7 @@
 use Illuminate\Support\Facades\Route;
 use App\Http\Controllers\EnvController;
 use App\Http\Controllers\JiraController;
+use App\Http\Controllers\LogAnalysisController;
 use App\Http\Controllers\MessageSyncController;
 use App\Http\Controllers\MessageDispatchController;
 use App\Http\Controllers\SqlGeneratorController;
@@ -76,3 +77,30 @@ Route::prefix('admin')->middleware('admin.ip')->group(function () {
     Route::put('/ip-user-mappings/{mapping}', [IpUserMappingController::class, 'update']);
     Route::delete('/ip-user-mappings/{mapping}', [IpUserMappingController::class, 'destroy']);
 });
+
+// 日志分析 API 路由
+Route::prefix('log-analysis')->group(function () {
+    // 日志查询（预览）
+    Route::post('/query', [LogAnalysisController::class, 'queryLogs']);
+
+    // AI 分析
+    Route::post('/analyze', [LogAnalysisController::class, 'analyze']);
+
+    // 历史报告
+    Route::get('/reports', [LogAnalysisController::class, 'listReports']);
+    Route::get('/reports/{id}', [LogAnalysisController::class, 'getReport']);
+
+    // 配置（读取不需要管理员权限）
+    Route::get('/config', [LogAnalysisController::class, 'getConfig']);
+
+    // 获取 logstore 列表
+    Route::get('/logstores', [LogAnalysisController::class, 'getLogstores']);
+
+    // 连接测试
+    Route::get('/test-sls', [LogAnalysisController::class, 'testSlsConnection']);
+    Route::get('/test-ai', [LogAnalysisController::class, 'testAiConnection']);
+
+    // 配置更新（需要管理员权限）
+    Route::put('/config', [LogAnalysisController::class, 'updateConfig'])
+        ->middleware('admin.ip');
+});

routes/console.php

@@ -1,8 +1,76 @@
 <?php
 
+use App\Services\ConfigService;
 use Illuminate\Foundation\Inspiring;
 use Illuminate\Support\Facades\Artisan;
+use Illuminate\Support\Facades\Log;
+use Illuminate\Support\Facades\Schedule;
 
 Artisan::command('inspire', function () {
     $this->comment(Inspiring::quote());
 })->purpose('Display an inspiring quote');
+
+/*
+|--------------------------------------------------------------------------
+| Scheduled Tasks
+|--------------------------------------------------------------------------
+|
+| 定时任务配置
+| 所有定时任务统一在此文件管理
+|
+*/
+
+// Git Monitor - 每 10 分钟检查 release 分支
+Schedule::command('git-monitor:check')
+    ->everyTenMinutes()
+    ->withoutOverlapping()
+    ->runInBackground()
+    ->name('git-monitor-check');
+
+// Git Monitor - 每天凌晨 2 点刷新 release 缓存
+Schedule::command('git-monitor:cache')
+    ->dailyAt('02:00')
+    ->withoutOverlapping()
+    ->name('git-monitor-cache');
+
+// SLS 日志分析定时任务 - 每天凌晨 2 点执行
+// 分析过去 24 小时的 ERROR 和 WARNING 日志并推送到钉钉
+// 可通过数据库配置 log_analysis.settings.daily_schedule_enabled 控制是否启用
+/*
+Schedule::command('log-analysis:run --from="-24h" --to="now" --query="ERROR or WARNING" --push')
+    ->dailyAt('02:00')
+    ->withoutOverlapping()
+    ->runInBackground()
+    ->when(function () {
+        try {
+            $settings = app(ConfigService::class)->get('log_analysis.settings', []);
+            return $settings['daily_schedule_enabled'] ?? false;
+        } catch (\Exception $e) {
+            return false;
+        }
+    })
+    ->name('daily-log-analysis')
+    ->onFailure(function () {
+        Log::error('每日日志分析定时任务执行失败');
+    });
+*/
+
+// SLS 日志分析定时任务 - 每 4 小时执行一次
+// 分析过去 6 小时的 ERROR 和 WARNING 日志并推送到钉钉
+// 可通过数据库配置 log_analysis.settings.schedule_enabled 控制是否启用
+Schedule::command('log-analysis:run --from="-6h" --to="now" --query="ERROR or WARNING" --push')
+    ->everyFourHours()
+    ->withoutOverlapping()
+    ->runInBackground()
+    ->when(function () {
+        try {
+            $settings = app(ConfigService::class)->get('log_analysis.settings', []);
+            return $settings['schedule_enabled'] ?? false;
+        } catch (\Exception $e) {
+            return false;
+        }
+    })
+    ->name('frequent-log-analysis')
+    ->onFailure(function () {
+        Log::error('SLS 日志分析定时任务执行失败');
+    });

routes/web.php

@@ -14,6 +14,7 @@ Route::get('/worklog', [AdminController::class, 'index'])->name('admin.worklog')
 Route::get('/message-sync', [AdminController::class, 'index'])->name('admin.message-sync');
 Route::get('/event-consumer-sync', [AdminController::class, 'index'])->name('admin.event-consumer-sync');
 Route::get('/message-dispatch', [AdminController::class, 'index'])->name('admin.message-dispatch');
+Route::get('/log-analysis', [AdminController::class, 'index'])->name('admin.log-analysis');
 Route::get('/settings', [AdminController::class, 'index'])->name('admin.settings');
 Route::get('/logs', [AdminController::class, 'index'])->name('admin.logs');
 Route::get('/ip-mappings', [AdminController::class, 'index'])->name('admin.ip-mappings')->middleware('admin.ip');