{"id":6449,"date":"2025-05-25T01:13:47","date_gmt":"2025-05-25T01:13:47","guid":{"rendered":"https:\/\/www.myshirtai.com\/archives\/6449"},"modified":"2025-05-25T01:13:47","modified_gmt":"2025-05-25T01:13:47","slug":"claude-4-%e6%8f%90%e7%a4%ba%e8%af%8d%e5%b7%a5%e7%a8%8b%e5%ae%8c%e5%85%a8%e6%8c%87%e5%8d%97%ef%bc%9a%e9%87%8a%e6%94%beai%e5%8a%a9%e6%89%8b%e7%9a%84%e7%9c%9f%e6%ad%a3%e6%bd%9c%e5%8a%9b-%f0%9f%9a%80","status":"publish","type":"post","link":"https:\/\/www.myshirtai.com\/en\/archives\/6449","title":{"rendered":"Claude 4 The Complete Guide to Prompt Word Engineering: unlocking the true potential of AI assistants \ud83d\ude80"},"content":{"rendered":"<p>With the release of Claude 4 (including Opus 4 and Sonnet 4), AI dialog technology has reached new heights \ud83d\udcc8. However, to fully utilize the capabilities of Claude 4, it becomes crucial to master effective prompt word engineering techniques \ud83d\udd11. In this article, we will delve into how to communicate efficiently with Claude 4 to bring your AI interaction experience to a professional-grade level \u2b50.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u7406\u89e3claude-4\u7684\u6838\u5fc3\u7279\u6027\u4e0e\u6c9f\u901a\u504f\u597d\">Understand the core features and communication preferences of Claude 4 \ud83e\udde0<\/h2>\n\n\n\n<p>Claude 4 demonstrates a greater ability to follow instructions than its predecessor, but it has also become more \"precise\" - it will follow your instructions to the letter without overplaying them \ud83c\udfaf. This change required us to adjust the way we communicate with the AI.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-claude-4\u7684\u5173\u952e\u7279\u5f81\">Key features of Claude 4 \u2728<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>hallmark<\/th><th>manifestations<\/th><th>affect (usually adversely)<\/th><\/tr><\/thead><tbody><tr><td>\ud83c\udfaf Precise implementation<\/td><td>Follow instructions to the letter<\/td><td>Need for clearer guidance<\/td><\/tr><tr><td>\ud83e\udde9 Enhanced understanding<\/td><td>Better understanding of the context of the mandate<\/td><td>Providing context can dramatically improve results<\/td><\/tr><tr><td>\ud83d\udd0d pattern recognition<\/td><td>Good at learning from examples<\/td><td>High-quality examples are essential<\/td><\/tr><tr><td>\ud83d\udcd0 Format control<\/td><td>Sensitive to output format requirements<\/td><td>Precise control of the response structure<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>These characteristics mean that we need to employ more structured and explicit communication strategies \ud83d\udccb.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u6784\u5efa\u9ad8\u6548\u63d0\u793a\u8bcd\u7684\u6838\u5fc3\u7b56\u7565\">Core Strategies for Building Effective Prompt Words \ud83d\udca1<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u7cbe\u786e\u6027\u539f\u5219-\u544a\u8bc9claude\u5177\u4f53\u8981\u505a\u4ec0\u4e48\">Principle of precision: tell Claude exactly what to do \ud83d\udd27<\/h3>\n\n\n\n<p>Vague instructions are the root cause of ineffective conversations \u274c.Claude 4 needs clear, specific instructions from you.<\/p>\n\n\n\n<p><strong>\u274c Expressions to avoid:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\"Help me make a website.\"<\/li>\n\n\n\n<li>\"Analyze these data.\"<\/li>\n\n\n\n<li>\"Write something.\"<\/li>\n<\/ul>\n\n\n\n<p><strong>\u2705 Recommended expression:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\"Please create a responsive official corporate homepage with navigation bar, rotating images, product showcase area and contact form using modern minimalist style \ud83c\udfa8\"<\/li>\n\n\n\n<li>\"Please perform a year-over-year analysis of this sales data, focusing on quarterly trend changes, and generate a visual chart \ud83d\udcca\"<\/li>\n\n\n\n<li>\"Write a 1500-word technical blog on Machine Learning in Financial Risk Control for IT practitioners \ud83d\udcbb\"<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u4e0a\u4e0b\u6587\u4e30\u5bcc\u7b56\u7565-\u4e3a\u4ec0\u4e48\u6bd4\u4ec0\u4e48\u66f4\u91cd\u8981\">Context-rich strategies: why is more important than what \ud83c\udf1f<\/h3>\n\n\n\n<p>Providing task context can significantly improve Claude's performance \ud83d\udcc8. When Claude understands the purpose and context of a task, it can make more appropriate decisions.<\/p>\n\n\n\n<p><strong>\ud83d\udcdd Context provides the template:<\/strong><\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">\ud83c\udfaf Task Goal: [what specifically is to be accomplished]\n\ud83c\udfe2 Scenarios of Use: [under what circumstances will it be used]\n\ud83d\udc65 Target Audience: [Who will see\/use this result]\n\ud83d\udcab Desired effect: [what impact is desired]\n\u26a0\ufe0f Constraints: [what are the limitations or requirements]\n<\/code><\/pre><\/div>\n\n\n\n<p><strong>\ud83d\udd25 Examples of practical applications:<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\"I need to design a React component library introduction document for new hire training \ud83d\udcda. This is to help new front-end developers get up to speed quickly with our component system \ud83d\ude80. The documentation needed to be concise and easy to understand, containing code examples and best practices, as newcomers often make mistakes with component usage specifications \u26a1.\"<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u793a\u4f8b\u9a71\u52a8\u5b66\u4e60-\u5c55\u793a\u80dc\u8fc7\u5343\u8a00\u4e07\u8bed\">Example-driven learning: showing is worth a thousand words \ud83d\udc8e<\/h3>\n\n\n\n<p>Claude has excellent mimicry skills and a good example is often more effective than a long explanation \ud83c\udfaa.<\/p>\n\n\n\n<p><strong>\ud83d\udccc Example design points:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u2728 Demonstrate desired format and style<\/li>\n\n\n\n<li>\ud83d\udd17 Contains complete input-output correspondences<\/li>\n\n\n\n<li>\ud83d\udeab Avoid including elements that you don't want to be parodied<\/li>\n\n\n\n<li>\ud83c\udfb2 Provide diverse examples to avoid overfitting<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u9ad8\u7ea7\u63a7\u5236\u6280\u5de7\u4e0e\u6700\u4f73\u5b9e\u8df5\">Advanced control techniques and best practices \u26a1<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u8f93\u51fa\u683c\u5f0f\u7cbe\u786e\u63a7\u5236\">Precise control of the output format \ud83c\udf9b\ufe0f<\/h3>\n\n\n\n<p>Claude 4 responds well to formatting commands, but requires the use of positive expressions \u2795.<\/p>\n\n\n\n<p><strong>\ud83d\udcca Comparison of format control strategies:<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u274c Not recommended<\/th><th>\u2705 Recommended<\/th><th>\ud83c\udfaf Effect<\/th><\/tr><\/thead><tbody><tr><td>\"Don't use lists.\"<\/td><td>\"In the form of consecutive paragraphs, please.\"<\/td><td>Get smooth prose-like output<\/td><\/tr><tr><td>\"Don't use Markdown.\"<\/td><td>\"Please use plain text formatting.\"<\/td><td>Avoid formatting marks<\/td><\/tr><tr><td>\"Not too long.\"<\/td><td>\"Please keep it under 300 words.\"<\/td><td>Precise length control<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>\ud83c\udff7\ufe0f XML tagging tips:<\/strong> Using XML tags allows for more precise formatting control:<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">Please wrap your analysis in  tags to ensure that the content is clearly structured and easy to read \ud83d\udcd6.\n<\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u6fc0\u6d3b\u601d\u8003\u4e0e\u89c4\u5212\u80fd\u529b\">Activate thinking and planning skills \ud83e\udded<\/h3>\n\n\n\n<p>Claude 4 has powerful multi-step reasoning capabilities, and reasonable guidance can significantly improve the quality of completion of complex tasks \ud83d\udd2e.<\/p>\n\n\n\n<p><strong>\ud83d\udcad Think about activating the prompt words:<\/strong><\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">Before beginning a task, analyze the need, develop a plan, and then implement it step-by-step \ud83d\udccb. After each key step, evaluate current progress and decide on the best follow-up \ud83c\udfaf.\n<\/code><\/pre><\/div>\n\n\n\n<p><strong>\ud83c\udfaa Applicable Scenarios:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ud83d\udcca Data analysis projects (cleansing \u2192 exploration \u2192 modeling \u2192 visualization)<\/li>\n\n\n\n<li>\ud83d\udcbb Software development tasks (requirements analysis \u2192 design \u2192 coding \u2192 testing)<\/li>\n\n\n\n<li>\u270d\ufe0f Content Creation (Research \u2192 Outlining \u2192 Writing \u2192 Optimization)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u5e76\u884c\u5904\u7406\u4f18\u5316\">Parallel processing optimization \u26a1<\/h3>\n\n\n\n<p>For complex projects involving multiple independent subtasks, explicit guidance on parallel processing can dramatically improve efficiency \ud83d\ude80.<\/p>\n\n\n\n<p><strong>\ud83d\udd04 Parallel Processing Guidelines:<\/strong><\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">For efficiency \u26a1 When presented with separate tasks that can be performed simultaneously, perform them in parallel instead of processing them sequentially \ud83c\udfaf.\n<\/code><\/pre><\/div>\n\n\n\n<p><strong>\ud83c\udfaf Typical application scenarios:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ud83d\udcc1 Multi-file data processing<\/li>\n\n\n\n<li>\ud83d\udcc8 Multidimensional analysis report<\/li>\n\n\n\n<li>\ud83e\udde9 Multi-component front-end development<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u5e38\u89c1\u6311\u6218\u4e0e\u89e3\u51b3\u65b9\u6848\">Common Challenges and Solutions \ud83d\udee0\ufe0f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u8fc7\u5ea6\u4fdd\u5b88\u95ee\u9898\">The Problem of Overconservatism \u26a0\ufe0f<\/h3>\n\n\n\n<p><strong>\u2757 Problem manifestation:<\/strong> Claude 4 can be overly cautious at times, with output that is simpler or more conservative than expected.<\/p>\n\n\n\n<p><strong>\ud83d\udca1 Solution Strategy:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ud83c\udf89 Use encouraging language: \"Please demonstrate your full ability\"<\/li>\n\n\n\n<li>\ud83c\udfa8 Explicit requirement for complexity: \"Include as many features and details as possible\"<\/li>\n\n\n\n<li>\ud83c\udfc6 Setting a Challenge Goal: \"This program needs to show professionalism\"<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u4e34\u65f6\u6587\u4ef6\u7ba1\u7406\">Temporary file management \ud83d\udcc1<\/h3>\n\n\n\n<p><strong>\u2757 Problem manifestation:<\/strong> Too many intermediate files may be generated during tasks such as code generation.<\/p>\n\n\n\n<p><strong>\ud83e\uddf9 Solution Strategy:<\/strong><\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">Please clean up any temporary files created for testing or intermediate processing after completing major tasks to keep your work environment tidy \u2728.\n<\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u524d\u7aef\u5f00\u53d1\u8d28\u91cf\u63d0\u5347\">Front-end development quality improvement \ud83c\udfa8<\/h3>\n\n\n\n<p><strong>\ud83d\ude80 Enhance the cue word:<\/strong><\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">Please create a fully functional and visually beautiful modern interface \ud83d\udc8e that contains:\n- \u2728 Fluid transition animations and micro-interactions\n- \ud83d\udcf1 Responsive design and mobile adaptation\n- \ud83c\udfaf Hover effects and status feedback\n- \ud83c\udfa8 Follows current design trends and UX best practices\n<\/code><\/pre><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u5b9e\u6218\u5e94\u7528\u6307\u5357\u4e0e\u8fdb\u9636\u6280\u5de7\">Real-world application guides and advanced tips \ud83c\udfaf<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u4ececlaude-3-5\u8fc1\u79fb\u7684\u8981\u70b9\">Highlights of the migration from Claude 3.5 \ud83d\udd04<\/h3>\n\n\n\n<p>If you previously used Claude 3.5 Sonnet, you need to be aware of the following adjustments \ud83d\udcdd:<\/p>\n\n\n\n<p><strong>\ud83d\udcac Communication style adjustment:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ud83c\udfaf More explicit description of expected behavior<\/li>\n\n\n\n<li>\ud83c\udfb2 Reduce reliance on Claude's \"subjective judgment\"<\/li>\n\n\n\n<li>\ud83d\udcc8 Add functional descriptive vocabulary<\/li>\n<\/ul>\n\n\n\n<p><strong>\ud83d\udcca Example comparison:<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u274c Tips for Older Versions<\/th><th>\u2705 Claude 4 optimized version<\/th><\/tr><\/thead><tbody><tr><td>\"Make a Dashboard.\"<\/td><td>\"Create complete dashboards with data charts, filter controls, and responsive layouts \ud83d\udcca\"<\/td><\/tr><tr><td>\"Optimize this code.\"<\/td><td>\"Please refactor this code to improve readability, performance, and maintainability, adding necessary comments \ud83d\udd27\"<\/td><\/tr><tr><td>\"Write an API document.\"<\/td><td>\"Generate full RESTful API documentation with endpoint descriptions, parameter examples, error handling, and usage guidelines \ud83d\udcda\"<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u4e13\u4e1a\u9886\u57df\u5e94\u7528\u6280\u5de7\">Application tips for specialized areas \ud83c\udfe2<\/h3>\n\n\n\n<p><strong>\ud83d\udcca Data Science Program:<\/strong><\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">Please conduct a complete data science workflow \ud83d\udd2c: starting with data exploration, encompassing descriptive statistics, visual analytics, hypothesis testing, and ending with actionable business insights and recommendations \ud83d\udca1.\n<\/code><\/pre><\/div>\n\n\n\n<p><strong>\ud83d\udcbb Software Development:<\/strong><\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">Please write production-grade code \ud83c\udfed that includes error handling, input validation, performance optimizations, complete unit tests, and detailed documentation comments \ud83d\udcdd.\n<\/code><\/pre><\/div>\n\n\n\n<p><strong>\u270d\ufe0f Content Creation:<\/strong><\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">Please create engaging content \u2728 Focus on the reader's experience: use an engaging beginning, a clear structure, vivid examples, and make sure it is logically coherent and of practical value \ud83d\udc8e.\n<\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u8d28\u91cf\u4fdd\u8bc1\u7b56\u7565\">Quality Assurance Strategies \ud83d\udee1\ufe0f<\/h3>\n\n\n\n<p><strong>\ud83d\udd04 Iterative improvement loop:<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\ud83d\udcdd Initial prompts \u2192 preliminary results<\/li>\n\n\n\n<li>\ud83d\udcac Targeted feedback \u2192 improved guidance<\/li>\n\n\n\n<li>\u2728 Detailed optimization \u2192 final output<\/li>\n<\/ol>\n\n\n\n<p><strong>\u2705 Quality checklist:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ud83c\udfaf Was the initial goal reached?<\/li>\n\n\n\n<li>\ud83d\udc8e Does the quality of the output meet professional standards?<\/li>\n\n\n\n<li>\ud83d\udd0d Are important details missing?<\/li>\n\n\n\n<li>\ud83d\ude80 Can it be applied directly to real-world scenarios?<\/li>\n<\/ul>\n\n\n\n<p>Mastering Claude 4's cue word engineering is not just a technical skill, it's the art of effective communication \ud83c\udfa8. With clear instructions, rich context, well-designed examples, and proper control techniques, you can make Claude 4 a truly powerful workhorse \ud83e\udd1d. Remember, the best cue words are those instructions that clearly communicate your intentions while giving Claude enough information to make quality decisions \ud83c\udfaf.<\/p>\n\n\n\n<p><strong>If you want to use GPT Plus, Claude Pro, Grok Super official paid exclusive account, you can contact our professional team (wx: abch891) if you don't know how to recharge yourself.<\/strong><\/p>\n\n\n\n<table style=\"width: 100%;border-collapse: collapse;border: 1px solid #ddd\">\r\n<thead>\r\n<tr style=\"height: 48px;background-color: #f5f5f5\">\r\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\r\n<h4 style=\"margin: 0\">For more products, please check out<\/h4>\r\n<\/th>\r\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\r\n<h4 style=\"margin: 0\">See more at<\/h4>\r\n<\/th>\r\n<\/tr>\r\n<\/thead>\r\n<tbody>\r\n<tr style=\"height: 63px\">\r\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/en\/\" data-linktype=\"2\">ShirtAI - Penetrating Intelligence<\/a><\/td>\r\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/en\/archives\/4425\/\" data-linktype=\"2\">The AIGC Big Model: ushering in an era of dual revolution in engineering and science - Penetrating Intelligence<\/a><\/td>\r\n<\/tr>\r\n<tr style=\"height: 61px\">\r\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/en\/\" data-linktype=\"2\">1:1 Restoration of Claude and GPT Official Website - AI Cloud Native<\/a><\/td>\r\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bluelsqkj.com\/archives\/2876\" data-linktype=\"2\">Live Match App Global HD Sports Viewing Player (Recommended) - BlueShirt.com<\/a><\/td>\r\n<\/tr>\r\n<tr style=\"height: 54px\">\r\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/api.mygptmeta.com\/\" data-linktype=\"2\">Transit service based on official API - GPTMeta API<\/a><\/td>\r\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.zhihu.com\/question\/621055223\/answer\/3633615705\" data-linktype=\"2\">Help, can anyone of you provide some tips on how to ask questions on GPT? - Knowing<\/a><\/td>\r\n<\/tr>\r\n<tr style=\"height: 70px\">\r\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/shop.blueshirtmap.com\/\" data-linktype=\"2\">Global Virtual Goods Digital Store - Global SmarTone (Feng Ling Ge)<\/a><\/td>\r\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bilibili.com\/video\/BV1efpneYE54\/?spm_id_from=333.1387.homepage.video_card.click\" data-linktype=\"2\">How powerful is Claude airtfacts feature that GPT instantly doesn't smell good? -BeepBeep<\/a><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>","protected":false},"excerpt":{"rendered":"<p>The release of Claude 4 takes AI dialog technology to the next level. Effective use of its capabilities requires precise, structured and context-driven cue word engineering skills. Providing clear instructions, sufficient contextual information, and high-quality examples can significantly improve cognitive performance and output quality. At the same time, combining advanced techniques such as format control, thought leadership, and parallel processing can further optimize the efficiency and professionalism of AI 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