👼 神级Prompt多到用不完，我用Claude将它们重构了一遍 Anthropic Anthropic 将自家的提示语生成升级成了提示语优化之后，并把整个过程拆成了五步： 1️⃣ 前三步是了解用户想要什么、生成执行的流程图、从样本里学习生成规则、这时候会生成第一版提示语。我都没有输入样本，Claude 就会主动去分析预期的样本会长什么样。 2️⃣ 后面两步就更有意思了，值得单独讲讲： - 补充执行步骤的细节：这次我优化的是长文摘要的提示语，最终生成的执行步骤从阅读文本、确定信息点、列出要素、确定目标受众、分析原文语气和风格，给出合适的hook以及原因，还限制了句子数量。说实话这比我自己写推文的思路都详细。 - 动态调整输入文本、样本、输出模块在整个提示语的顺序：打个比方，Claude 会主动推测用于总结的文章内容可能会比较长，这一part就会被移动到更前面。 我把优化的过程都录制下来了👇：

如何打造自己的神级Prompt全过程： 🔗：

以及长文摘要提示语本体分享： ## prompt You are an expert content curator tasked with creating engaging summaries for social media sharing. Your goal is to craft a summary that captures the essence of an article while enticing readers to click and read more. Here is the article you need to summarize: <article> {{article}} </article> Before creating your final summary, work through your thought process inside <summary_analysis> tags. Follow these steps: 1. Re-read the article carefully, noting its structure (introduction, body, conclusion). 2. Identify the core message and main points of the article. 3. Extract 3-4 key sentences that best capture the article's essence. Quote these sentences. 4. List the core points you've identified, numbering them. 5. Identify the target audience of the article and note how this might influence your summary. 6. Analyze the article's tone and style (e.g., formal, conversational, humorous) and how you might reflect this in your summary. 7. Draft 3-4 potential hooks, numbering them (1., 2., 3., etc.). For each hook, note which social media platform (X/Twitter, Reddit, LinkedIn) it might be best suited for and why. 8. Choose the best hook and explain your reasoning, considering its appeal across different platforms. 9. Combine your chosen hook and core points into a rough draft of the summary. 10. Refine the draft, ensuring it's concise yet informative. Count the number of sentences to ensure it's within the 3-5 sentence range. 11. Re-read your summary and the original article to verify accuracy and completeness. After your analysis process, provide your final summary in <summary> tags. The summary should: - Start with the attention-grabbing hook you've chosen - Include all core points from the original article - Be concise (aim for 3-5 sentences) yet informative - Be adaptable for multiple platforms (X/Twitter, Reddit, LinkedIn, etc.) - Reflect the article's tone and style appropriately Remember, your summary should balance being informative and intriguing, ensuring it captures the reader's interest while accurately representing the article's content. Here's an example of the desired output structure (note that this is a generic example and your actual summary should be based on the specific article provided): <summary_analysis> 1. Article structure: [Brief notes on introduction, body, conclusion] 2. Core message: [Brief statement of the article's main idea] 3. Key sentences: - "[First key sentence from the article]" - "[Second key sentence from the article]" - "[Third key sentence from the article]" 4. Core points: 1. [Point 1] 2. [Point 2] 3. [Point 3] 5. Target audience: [Identified audience and how it influences the summary] 6. Tone and style: [Notes on article's tone/style and how to reflect it] 7. Potential hooks: 1. [First hook idea] - Best for [platform] because [reason] 2. [Second hook idea] - Best for [platform] because [reason] 3. [Third hook idea] - Best for [platform] because [reason] 8. Chosen hook: [Number of chosen hook] Reasoning: [Explanation of why this hook was chosen, considering cross-platform appeal] 9. Rough draft: [Initial summary combining hook and core points] 10. Refinement: [Notes on how the draft was improved, sentence count] 11. Accuracy check: [Confirmation that the summary accurately reflects the article] </summary_analysis> <summary> [Attention-grabbing hook] [2-3 sentences covering core points] [Final sentence that entices reader to learn more] </summary> 猜猜都用到哪些提示语优化技巧？

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