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WordPress高级教程，开发集成AI的智能内容创作与辅助写作工具

应用软件溯源库® · 2026年1月25日 7:57 · 5 阅读

WordPress高级教程：开发集成AI的智能内容创作与辅助写作工具引言：WordPress在AI时代的新机遇 WordPress作为全球最流行的内容管理系统，占据了互联网超过43%的网站份额。随着人工智能技术的飞速发展，将AI能力集成到WordPress平台已成为提升内容创作效率和质…

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WordPress作为全球最流行的内容管理系统，占据了互联网超过43%的网站份额。随着人工智能技术的飞速发展，将AI能力集成到WordPress平台已成为提升内容创作效率和质量的重要趋势。本教程将深入探讨如何通过WordPress代码二次开发，构建集成AI的智能内容创作与辅助写作工具，同时实现常用互联网小工具功能，为网站管理员和内容创作者提供全方位的智能解决方案。

在当今信息爆炸的时代，内容创作者面临着日益增长的创作压力和质量要求。AI技术的引入不仅可以自动化部分创作流程，还能提供智能建议、优化内容结构、增强可读性，甚至生成个性化内容。通过将AI能力与WordPress的强大扩展性相结合，我们可以打造出真正智能化的内容创作生态系统。

要开始WordPress高级开发，首先需要搭建专业的开发环境。推荐使用以下配置：

本地开发环境：使用Local by Flywheel、XAMPP或Docker容器化环境

代码编辑器：VS Code配合PHP Intelephense、WordPress代码片段等扩展

调试工具：安装Query Monitor、Debug Bar等WordPress调试插件

版本控制：Git配合GitHub或GitLab进行代码管理

对于AI集成开发，还需要确保服务器环境满足以下要求：

PHP 7.4或更高版本

至少256MB内存限制（建议512MB以上）

支持cURL扩展

可选的GPU加速支持（用于本地AI模型运行）

选择合适的AI技术是项目成功的关键。根据功能需求和资源情况，可以考虑以下方案：

云端AI服务集成：

OpenAI GPT系列API：用于内容生成、改写、摘要

Google Cloud Natural Language：用于情感分析、实体识别

IBM Watson：用于语气分析、内容优化

国内可选：百度文心、阿里通义、腾讯混元等

本地AI模型部署：

使用Transformers库部署轻量级模型

利用ONNX Runtime优化推理性能

考虑使用GPT-2、BERT等开源模型

混合方案：

核心功能使用云端API保证质量

辅助功能使用本地模型降低成本

敏感数据处理使用本地模型确保隐私

创建一个名为"AI Content Creator Pro"的WordPress插件，采用模块化设计：

/*
Plugin Name: AI Content Creator Pro
Plugin URI: https://yourwebsite.com/ai-content-creator
Description: 集成AI的智能内容创作与辅助写作工具
Version: 1.0.0
Author: Your Name
License: GPL v2 or later
*/

// 主插件类
class AI_Content_Creator_Pro {
    
    private static $instance = null;
    private $ai_services = [];
    private $tools_manager;
    
    public static function get_instance() {
        if (null === self::$instance) {
            self::$instance = new self();
        }
        return self::$instance;
    }
    
    private function __construct() {
        $this->define_constants();
        $this->init_hooks();
        $this->load_dependencies();
    }
    
    private function define_constants() {
        define('AICC_VERSION', '1.0.0');
        define('AICC_PLUGIN_DIR', plugin_dir_path(__FILE__));
        define('AICC_PLUGIN_URL', plugin_dir_url(__FILE__));
        define('AICC_AI_CACHE_EXPIRY', 24 * HOUR_IN_SECONDS);
    }
    
    private function init_hooks() {
        add_action('init', [$this, 'init_plugin']);
        add_action('admin_menu', [$this, 'add_admin_menu']);
        add_action('admin_enqueue_scripts', [$this, 'enqueue_admin_assets']);
        add_action('add_meta_boxes', [$this, 'add_content_ai_metabox']);
    }
    
    private function load_dependencies() {
        // 加载核心模块
        require_once AICC_PLUGIN_DIR . 'includes/class-ai-service-manager.php';
        require_once AICC_PLUGIN_DIR . 'includes/class-content-generator.php';
        require_once AICC_PLUGIN_DIR . 'includes/class-writing-assistant.php';
        require_once AICC_PLUGIN_DIR . 'includes/class-tools-manager.php';
        require_once AICC_PLUGIN_DIR . 'includes/class-utilities.php';
        
        // 加载AI服务适配器
        require_once AICC_PLUGIN_DIR . 'includes/ai-services/class-openai-adapter.php';
        require_once AICC_PLUGIN_DIR . 'includes/ai-services/class-local-ai-adapter.php';
        
        // 加载工具模块
        require_once AICC_PLUGIN_DIR . 'includes/tools/class-seo-analyzer.php';
        require_once AICC_PLUGIN_DIR . 'includes/tools/class-readability-checker.php';
        require_once AICC_PLUGIN_DIR . 'includes/tools/class-plagiarism-checker.php';
    }
    
    public function init_plugin() {
        $this->ai_services = AI_Service_Manager::get_available_services();
        $this->tools_manager = new Tools_Manager();
        
        // 初始化短代码
        $this->init_shortcodes();
    }
    
    // ... 其他方法
}

AI服务管理器负责统一接口调用不同的AI服务：

class AI_Service_Manager {
    
    private static $services = [];
    
    public static function register_service($service_id, $class_name, $config = []) {
        self::$services[$service_id] = [
            'class' => $class_name,
            'config' => $config,
            'instance' => null
        ];
    }
    
    public static function get_service($service_id = 'default') {
        if (!isset(self::$services[$service_id])) {
            return false;
        }
        
        if (null === self::$services[$service_id]['instance']) {
            $class_name = self::$services[$service_id]['class'];
            self::$services[$service_id]['instance'] = new $class_name(
                self::$services[$service_id]['config']
            );
        }
        
        return self::$services[$service_id]['instance'];
    }
    
    public static function get_available_services() {
        $services = [];
        
        // 检查OpenAI配置
        $openai_key = get_option('aicc_openai_api_key', '');
        if (!empty($openai_key)) {
            self::register_service('openai', 'OpenAI_Adapter', [
                'api_key' => $openai_key,
                'model' => get_option('aicc_openai_model', 'gpt-3.5-turbo'),
                'max_tokens' => get_option('aicc_openai_max_tokens', 1000)
            ]);
            $services['openai'] = 'OpenAI GPT';
        }
        
        // 检查本地AI服务
        if (self::is_local_ai_available()) {
            self::register_service('local', 'Local_AI_Adapter', [
                'model_path' => get_option('aicc_local_model_path', ''),
                'use_gpu' => get_option('aicc_use_gpu', false)
            ]);
            $services['local'] = '本地AI模型';
        }
        
        return $services;
    }
    
    private static function is_local_ai_available() {
        // 检查本地AI环境是否可用
        $model_path = get_option('aicc_local_model_path', '');
        return !empty($model_path) && file_exists($model_path);
    }
    
    public static function generate_content($prompt, $options = [], $service_id = 'default') {
        $service = self::get_service($service_id);
        
        if (!$service) {
            return new WP_Error('service_unavailable', 'AI服务不可用');
        }
        
        // 检查缓存
        $cache_key = 'aicc_content_' . md5($prompt . serialize($options) . $service_id);
        $cached = get_transient($cache_key);
        
        if ($cached !== false) {
            return $cached;
        }
        
        // 调用AI服务
        $result = $service->generate($prompt, $options);
        
        // 缓存结果
        if (!is_wp_error($result)) {
            set_transient($cache_key, $result, AICC_AI_CACHE_EXPIRY);
        }
        
        return $result;
    }
}

内容生成器是插件的核心功能，支持多种内容类型生成：

class Content_Generator {
    
    private $ai_service;
    
    public function __construct($service_id = 'default') {
        $this->ai_service = AI_Service_Manager::get_service($service_id);
    }
    
    public function generate_blog_post($topic, $options = []) {
        $default_options = [
            'tone' => 'informative',
            'length' => 'medium',
            'target_audience' => 'general',
            'include_seo_keywords' => true,
            'structure' => 'introduction-body-conclusion'
        ];
        
        $options = wp_parse_args($options, $default_options);
        
        // 构建AI提示词
        $prompt = $this->build_blog_post_prompt($topic, $options);
        
        // 调用AI生成内容
        $content = AI_Service_Manager::generate_content($prompt, [
            'max_tokens' => $this->get_token_length($options['length']),
            'temperature' => 0.7,
            'top_p' => 0.9
        ]);
        
        if (is_wp_error($content)) {
            return $content;
        }
        
        // 后处理内容
        $processed_content = $this->post_process_content($content, $options);
        
        return [
            'title' => $this->extract_title($processed_content),
            'content' => $processed_content,
            'excerpt' => $this->generate_excerpt($processed_content),
            'meta_description' => $this->generate_meta_description($processed_content),
            'tags' => $this->extract_tags($processed_content, $topic)
        ];
    }
    
    private function build_blog_post_prompt($topic, $options) {
        $prompt_templates = [
            'informative' => "请以专业、 informative 的语气撰写一篇关于 {$topic} 的博客文章。",
            'conversational' => "请以对话式、友好的语气撰写一篇关于 {$topic} 的博客文章。",
            'persuasive' => "请以有说服力的语气撰写一篇关于 {$topic} 的博客文章，旨在说服读者采取行动。"
        ];
        
        $tone = isset($prompt_templates[$options['tone']]) ? 
                $prompt_templates[$options['tone']] : 
                $prompt_templates['informative'];
        
        $length_instructions = [
            'short' => '文章长度约500字左右，内容简洁明了。',
            'medium' => '文章长度约1000-1500字，内容详实。',
            'long' => '文章长度约2000字以上，内容全面深入。'
        ];
        
        $length = isset($length_instructions[$options['length']]) ?
                  $length_instructions[$options['length']] :
                  $length_instructions['medium'];
        
        $structure_guide = "文章结构应包括：引言、主体内容（分几个小节阐述）和结论。";
        
        $seo_instruction = $options['include_seo_keywords'] ? 
                          "请自然地包含相关关键词，但不要堆砌。" : "";
        
        $audience_instruction = "目标读者是{$options['target_audience']}，请使用他们容易理解的语言。";
        
        return "{$tone} {$length} {$structure_guide} {$seo_instruction} {$audience_instruction}";
    }
    
    private function get_token_length($length) {
        $lengths = [
            'short' => 800,
            'medium' => 1500,
            'long' => 3000
        ];
        
        return isset($lengths[$length]) ? $lengths[$length] : $lengths['medium'];
    }
    
    public function generate_content_ideas($seed_topic, $count = 5) {
        $prompt = "基于主题'{$seed_topic}'，生成{$count}个相关的博客文章创意。每个创意包括标题和简要描述。";
        
        $ideas = AI_Service_Manager::generate_content($prompt, [
            'max_tokens' => 800,
            'temperature' => 0.8
        ]);
        
        if (is_wp_error($ideas)) {
            return $ideas;
        }
        
        return $this->parse_content_ideas($ideas);
    }
    
    public function rewrite_content($original_content, $options = []) {
        $default_options = [
            'purpose' => 'improve_clarity',
            'tone' => null,
            'simplify' => false
        ];
        
        $options = wp_parse_args($options, $default_options);
        
        $purpose_instructions = [
            'improve_clarity' => '提高内容清晰度和可读性',
            'seo_optimization' => '优化SEO，自然地加入关键词',
            'change_tone' => '改变文章语气为' . ($options['tone'] ?: '专业'),
            'summarize' => '总结内容，保留核心信息'
        ];
        
        $instruction = isset($purpose_instructions[$options['purpose']]) ?
                      $purpose_instructions[$options['purpose']] :
                      '改进内容';
        
        $prompt = "请重新改写以下内容，要求：{$instruction}。" . 
                 ($options['simplify'] ? "请简化语言，使其更易理解。" : "") .
                 "nn原文：n{$original_content}";
        
        return AI_Service_Manager::generate_content($prompt, [
            'max_tokens' => strlen($original_content) * 1.5,
            'temperature' => 0.6
        ]);
    }
    
    // ... 其他内容生成方法
}

写作助手在编辑器中提供实时AI辅助：

class Writing_Assistant {
    
    public function __construct() {
        add_action('admin_init', [$this, 'init_writing_assistant']);
    }
    
    public function init_writing_assistant() {
        // 添加编辑器按钮
        add_filter('mce_buttons', [$this, 'add_tinymce_buttons']);
        add_filter('mce_external_plugins', [$this, 'add_tinymce_plugins']);
        
        // 添加Gutenberg块
        if (function_exists('register_block_type')) {
            add_action('init', [$this, 'register_gutenberg_blocks']);
        }
        
        // 添加AJAX处理
        add_action('wp_ajax_aicc_writing_assist', [$this, 'handle_ajax_request']);
    }
    
    public function add_tinymce_buttons($buttons) {
        array_push($buttons, 'aicc_assistant');
        return $buttons;
    }
    
    public function add_tinymce_plugins($plugins) {
        $plugins['aicc_assistant'] = AICC_PLUGIN_URL . 'assets/js/tinymce-plugin.js';
        return $plugins;
    }
    
    public function register_gutenberg_blocks() {
        register_block_type('aicc/writing-assistant', [
            'editor_script' => 'aicc-gutenberg-blocks',
            'render_callback' => [$this, 'render_writing_assistant_block']
        ]);
    }
    
    public function handle_ajax_request() {
        check_ajax_referer('aicc_writing_assist_nonce', 'nonce');
        
        $action = sanitize_text_field($_POST['action_type']);
        $content = wp_kses_post($_POST['content']);
        $options = isset($_POST['options']) ? $_POST['options'] : [];
        
        switch ($action) {
            case 'expand_idea':
                $result = $this->expand_idea($content, $options);
                break;
            case 'improve_sentence':
                $result = $this->improve_sentence($content, $options);
                break;
            case 'generate_headline':
                $result = $this->generate_headline($content, $options);
                break;
            case 'check_grammar':
                $result = $this->check_grammar($content);
                break;
            default:
                $result = new WP_Error('invalid_action', '无效的操作类型');
        }
        
        if (is_wp_error($result)) {
            wp_send_json_error($result->get_error_message());
        } else {
            wp_send_json_success($result);
        }
    }
    
    public function expand_idea($idea, $options = []) {
        $prompt = "请扩展以下想法，形成完整的段落：nn{$idea}";
        
        if (!empty($options['tone'])) {
            $prompt .= "nn使用{$options['tone']}的语气。";
        }
        
        return AI_Service_Manager::generate_content($prompt, [
            'max_tokens' => 500,
            'temperature' => 0.7
        ]);
    }
    
    public function improve_sentence($sentence, $options = []) {
        $improvement_type = $options['type'] ?? 'clarity';
        
        $instructions = [
            'clarity' => '提高清晰度和可读性',
            'conciseness' => '使表达更简洁',
            'formality' => '使语气更正式',
            'creativity' => '增加创意和表现力'
        ];
        
        $instruction = isset($instructions[$improvement_type]) ?
                      $instructions[$improvement_type] :
                      '改进句子';
        
        $prompt = "请{$instruction}：nn{$sentence}nn提供3个改进版本。";

class SEO_Analyzer {
    
    public function analyze_content($content, $focus_keyword = '') {
        $analysis = [
            'score' => 0,
            'checks' => [],
            'suggestions' => []
        ];
        
        // 基础分析
        $analysis['checks']['word_count'] = $this->check_word_count($content);
        $analysis['checks']['headings'] = $this->check_headings($content);
        $analysis['checks']['paragraph_length'] = $this->check_paragraph_length($content);
        $analysis['checks']['link_count'] = $this->check_link_count($content);
        
        // SEO特定分析
        if (!empty($focus_keyword)) {
            $analysis['checks']['keyword_density'] = $this->check_keyword_density($content, $focus_keyword);
            $analysis['checks']['keyword_in_title'] = $this->check_keyword_in_title($content, $focus_keyword);
            $analysis['checks']['keyword_in_meta'] = $this->check_keyword_in_meta($content, $focus_keyword);
            $analysis['checks']['keyword_in_first_paragraph'] = $this->check_keyword_in_first_paragraph($content, $focus_keyword);
        }
        
        // 可读性分析
        $analysis['checks']['readability'] = $this->check_readability($content);
        
        // 计算总分
        $analysis['score'] = $this->calculate_total_score($analysis['checks']);
        
        // 生成建议
        $analysis['suggestions'] = $this->generate_suggestions($analysis['checks']);
        
        return $analysis;
    }
    
    private function check_word_count($content) {
        $word_count = str_word_count(strip_tags($content));
        
        $result = [
            'passed' => false,
            'value' => $word_count,
            'message' => ''
        ];
        
        if ($word_count >= 300) {
            $result['passed'] = true;
            $result['message'] = "文章长度合适（{$word_count}字）";
        } else {
            $result['message'] = "文章可能过短（{$word_count}字），建议至少300字";
        }
        
        return $result;
    }
    
    private function check_keyword_density($content, $keyword) {
        $clean_content = strip_tags(strtolower($content));
        $keyword_lower = strtolower($keyword);
        
        $total_words = str_word_count($clean_content);
        $keyword_count = substr_count($clean_content, $keyword_lower);
        
        $density = $total_words > 0 ? ($keyword_count / $total_words) * 100 : 0;
        
        $result = [
            'passed' => false,
            'value' => round($density, 2),
            'message' => ''
        ];
        
        if ($density >= 0.5 && $density <= 2.5) {
            $result['passed'] = true;
            $result['message'] = "关键词密度合适（{$result['value']}%）";
        } elseif ($density < 0.5) {
            $result['message'] = "关键词密度偏低（{$result['value']}%），建议适当增加";
        } else {
            $result['message'] = "关键词密度偏高（{$result['value']}%），可能被判定为关键词堆砌";
        }
        
        return $result;
    }
    
    public function generate_seo_title($content, $keyword = '') {
        $prompt = "为以下内容生成一个SEO友好的标题";
        
        if (!empty($keyword)) {
            $prompt .= "，需要包含关键词'{$keyword}'";
        }
        
        $prompt .= "：nn" . substr(strip_tags($content), 0, 500);
        
        $titles = AI_Service_Manager::generate_content($prompt, [
            'max_tokens' => 200,
            'temperature' => 0.7
        ]);
        
        if (is_wp_error($titles)) {
            return $titles;
        }
        
        return $this->extract_titles_from_response($titles);
    }
    
    public function generate_meta_description($content, $keyword = '') {
        $prompt = "为以下内容生成一个吸引点击的meta描述（150-160字符）";
        
        if (!empty($keyword)) {
            $prompt .= "，自然地包含关键词'{$keyword}'";
        }
        
        $prompt .= "：nn" . substr(strip_tags($content), 0, 300);
        
        $description = AI_Service_Manager::generate_content($prompt, [
            'max_tokens' => 100,
            'temperature' => 0.6
        ]);
        
        if (is_wp_error($description)) {
            return $description;
        }
        
        // 清理和截断描述
        $clean_description = preg_replace('/s+/', ' ', strip_tags($description));
        return substr($clean_description, 0, 160);
    }
    
    public function suggest_lsi_keywords($content, $main_keyword) {
        $prompt = "基于以下内容和主关键词'{$main_keyword}'，生成5个相关的LSI（潜在语义索引）关键词：nn" . 
                 substr(strip_tags($content), 0, 1000);
        
        $keywords = AI_Service_Manager::generate_content($prompt, [
            'max_tokens' => 150,
            'temperature' => 0.5
        ]);
        
        if (is_wp_error($keywords)) {
            return $keywords;
        }
        
        return $this->extract_keywords_from_response($keywords);
    }
}

class Tools_Manager {
    
    private $tools = [];
    
    public function __construct() {
        $this->register_default_tools();
        add_action('init', [$this, 'init_tools']);
    }
    
    private function register_default_tools() {
        $this->register_tool('seo_analyzer', [
            'name' => 'SEO分析工具',
            'description' => '分析内容SEO表现并提供优化建议',
            'class' => 'SEO_Analyzer',
            'ajax_action' => 'aicc_analyze_seo'
        ]);
        
        $this->register_tool('readability_checker', [
            'name' => '可读性检查',
            'description' => '检查内容可读性水平',
            'class' => 'Readability_Checker',
            'ajax_action' => 'aicc_check_readability'
        ]);
        
        $this->register_tool('plagiarism_checker', [
            'name' => '原创性检查',
            'description' => '检查内容原创性',
            'class' => 'Plagiarism_Checker',
            'ajax_action' => 'aicc_check_plagiarism'
        ]);
        
        $this->register_tool('text_summarizer', [
            'name' => '文本摘要',
            'description' => '自动生成内容摘要',
            'class' => 'Text_Summarizer',
            'ajax_action' => 'aicc_summarize_text'
        ]);
        
        $this->register_tool('image_alt_generator', [
            'name' => '图片ALT文本生成',
            'description' => '为图片生成SEO友好的ALT文本',
            'class' => 'Image_Alt_Generator',
            'ajax_action' => 'aicc_generate_alt_text'
        ]);
    }
    
    public function register_tool($tool_id, $config) {
        $this->tools[$tool_id] = wp_parse_args($config, [
            'name' => $tool_id,
            'description' => '',
            'class' => '',
            'ajax_action' => '',
            'enabled' => true,
            'settings' => []
        ]);
    }
    
    public function init_tools() {
        foreach ($this->tools as $tool_id => $tool) {
            if ($tool['enabled'] && !empty($tool['ajax_action'])) {
                add_action("wp_ajax_{$tool['ajax_action']}", [$this, "handle_{$tool_id}_request"]);
                
                if (!empty($tool['class']) && class_exists($tool['class'])) {
                    $this->tools[$tool_id]['instance'] = new $tool['class']();
                }
            }
        }
        
        // 注册短代码
        $this->register_tool_shortcodes();
    }
    
    public function register_tool_shortcodes() {
        add_shortcode('aicc_tool', [$this, 'render_tool_shortcode']);
        add_shortcode('aicc_seo_analyzer', [$this, 'render_seo_analyzer']);
        add_shortcode('aicc_readability_check', [$this, 'render_readability_checker']);
        add_shortcode('aicc_text_summarizer', [$this, 'render_text_summarizer']);
    }
    
    public function render_tool_shortcode($atts) {
        $atts = shortcode_atts([
            'tool' => 'seo_analyzer',
            'title' => '',
            'width' => '100%',
            'height' => '400px'
        ], $atts);
        
        $tool_id = sanitize_text_field($atts['tool']);
        
        if (!isset($this->tools[$tool_id]) || !$this->tools[$tool_id]['enabled']) {
            return '<p>工具不可用</p>';
        }
        
        ob_start();
        ?>
        <div class="aicc-tool-container" data-tool="<?php echo esc_attr($tool_id); ?>">
            <?php if (!empty($atts['title'])): ?>
                <h3><?php echo esc_html($atts['title']); ?></h3>
            <?php endif; ?>
            
            <div class="aicc-tool-content">
                <?php $this->render_tool_interface($tool_id); ?>
            </div>
        </div>
        
        <style>
            .aicc-tool-container {
                width: <?php echo esc_attr($atts['width']); ?>;
                height: <?php echo esc_attr($atts['height']); ?>;
                border: 1px solid #ddd;
                border-radius: 8px;
                padding: 20px;
                margin: 20px 0;
                background: #f9f9f9;
            }
        </style>
        <?php
        return ob_get_clean();
    }
    
    private function render_tool_interface($tool_id) {
        switch ($tool_id) {
            case 'seo_analyzer':
                $this->render_seo_analyzer_interface();
                break;
            case 'readability_checker':
                $this->render_readability_checker_interface();
                break;
            case 'text_summarizer':
                $this->render_text_summarizer_interface();
                break;
            default:
                echo '<p>该工具界面正在开发中</p>';
        }
    }
    
    private function render_seo_analyzer_interface() {
        ?>
        <div class="aicc-seo-analyzer">
            <textarea id="aicc-seo-content" placeholder="请输入要分析的内容..." rows="8" style="width:100%;"></textarea>
            <input type="text" id="aicc-seo-keyword" placeholder="主关键词（可选）" style="width:100%; margin:10px 0; padding:8px;">
            
            <div style="margin:15px 0;">
                <label>
                    <input type="checkbox" id="aicc-check-readability" checked> 检查可读性
                </label>
                <label style="margin-left:15px;">
                    <input type="checkbox" id="aicc-check-structure" checked> 检查结构
                </label>
            </div>
            
            <button id="aicc-analyze-seo-btn" class="button button-primary">分析SEO</button>
            
            <div id="aicc-seo-results" style="margin-top:20px; display:none;">
                <div class="aicc-score-circle" style="width:100px; height:100px; border-radius:50%; border:5px solid #ddd; display:flex; align-items:center; justify-content:center; margin:0 auto;">
                    <span id="aicc-seo-score" style="font-size:24px; font-weight:bold;">0</span>
                </div>
                
                <div id="aicc-seo-checks" style="margin-top:20px;"></div>
                <div id="aicc-seo-suggestions" style="margin-top:20px; padding:15px; background:#fff; border-radius:5px;"></div>
            </div>
        </div>
        
        <script>
        jQuery(document).ready(function($) {
            $('#aicc-analyze-seo-btn').on('click', function() {
                var content = $('#aicc-seo-content').val();
                var keyword = $('#aicc-seo-keyword').val();
                
                if (!content.trim()) {
                    alert('请输入要分析的内容');
                    return;
                }
                
                $(this).prop('disabled', true).text('分析中...');
                
                $.ajax({
                    url: '<?php echo admin_url('admin-ajax.php'); ?>',
                    type: 'POST',
                    data: {
                        action: 'aicc_analyze_seo',
                        content: content,
                        keyword: keyword,
                        nonce: '<?php echo wp_create_nonce("aicc_seo_analysis"); ?>'
                    },
                    success: function(response) {
                        if (response.success) {
                            var data = response.data;
                            $('#aicc-seo-score').text(data.score);
                            $('#aicc-seo-results').show();
                            
                            // 更新检查结果
                            var checksHtml = '<h4>检查结果：</h4><ul>';
                            for (var check in data.checks) {
                                var checkData = data.checks[check];
                                var statusIcon = checkData.passed ? '✅' : '❌';
                                checksHtml += '<li>' + statusIcon + ' ' + checkData.message + '</li>';
                            }
                            checksHtml += '</ul>';
                            $('#aicc-seo-checks').html(checksHtml);
                            
                            // 更新建议
                            if (data.suggestions && data.suggestions.length > 0) {
                                var suggestionsHtml = '<h4>优化建议：</h4><ul>';
                                data.suggestions.forEach(function(suggestion) {
                                    suggestionsHtml += '<li>💡 ' + suggestion + '</li>';
                                });
                                suggestionsHtml += '</ul>';
                                $('#aicc-seo-suggestions').html(suggestionsHtml);
                            }
                            
                            // 更新分数圆环颜色
                            var scoreCircle = $('.aicc-score-circle');
                            var score = parseInt(data.score);
                            var color;
                            
                            if (score >= 80) color = '#4CAF50';
                            else if (score >= 60) color = '#FFC107';
                            else color = '#F44336';
                            
                            scoreCircle.css('border-color', color);
                        } else {
                            alert('分析失败：' + response.data);
                        }
                    },
                    error: function() {
                        alert('请求失败，请重试');
                    },
                    complete: function() {
                        $('#aicc-analyze-seo-btn').prop('disabled', false).text('分析SEO');
                    }
                });
            });
        });
        </script>
        <?php
    }
}

class Text_Summarizer {
    
    public function summarize($text, $options = []) {
        $default_options = [
            'length' => 'medium', // short, medium, long
            'format' => 'paragraph', // paragraph, bullet_points
            'focus' => 'main_points' // main_points, key_facts, conclusions
        ];
        
        $options = wp_parse_args($options, $default_options);
        
        $length_instructions = [
            'short' => '生成一个非常简短的摘要（约50字）',
            'medium' => '生成一个中等长度的摘要（约100-150字）',
            'long' => '生成一个详细的摘要（约200-300字）'
        ];
        
        $format_instructions = [
            'paragraph' => '以段落形式呈现',
            'bullet_points' => '以要点列表形式呈现'
        ];
        
        $focus_instructions = [
            'main_points' => '重点关注主要观点',
            'key_facts' => '重点关注关键事实和数据',
            'conclusions' => '重点关注结论和建议'
        ];
        
        $instruction = $length_instructions[$options['length']] . '，' .
                      $format_instructions[$options['format']] . '，' .
                      $focus_instructions[$options['focus']];
        
        $prompt = "请为以下文本{$instruction}：nn{$text}";
        
        return AI_Service_Manager::generate_content($prompt, [
            'max_tokens' => $this->get_token_limit($options['length']),
            'temperature' => 0.5
        ]);
    }
    
    public function generate_tldr($text) {
        $prompt = "为以下文本生成一个'太长不看版'(TL;DR)摘要，要求简洁明了：nn{$text}";
        
        return AI_Service_Manager::generate_content($prompt, [
            'max_tokens' => 100,
            'temperature' => 0.4
        ]);
    }
}

class Readability_Checker {
    
    public function analyze($text) {
        $analysis = [
            'flesch_reading_ease' => $this->calculate_flesch_reading_ease($text),
            'flesch_kincaid_grade' => $this->calculate_flesch_kincaid_grade($text),
            'gunning_fog' => $this->calculate_gunning_fog_index($text),
            'smog_index' => $this->calculate_smog_index($text),
            'automated_readability' => $this->calculate_automated_readability($text),
            'coleman_liau' => $this->calculate_coleman_liau_index($text)
        ];
        
        $analysis['overall_level'] = $this->determine_readability_level($analysis);

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