{"id":5688,"date":"2026-04-30T14:45:31","date_gmt":"2026-04-30T06:45:31","guid":{"rendered":"https:\/\/www.xttblog.com\/?p=5688"},"modified":"2026-04-30T14:45:31","modified_gmt":"2026-04-30T06:45:31","slug":"prompt-%e5%b7%b2%e6%ad%bb%ef%bc%8cgpt-5-5-%e5%ae%98%e6%96%b9%e5%8f%91%e5%b8%83%e6%96%b0%e7%9a%84%e6%8f%90%e7%a4%ba%e8%af%8d%e5%92%92%e8%af%ad%e6%8c%87%e5%8d%97%ef%bc%81","status":"publish","type":"post","link":"https:\/\/www.xttblog.com\/?p=5688","title":{"rendered":"Prompt \u5df2\u6b7b\uff0cGPT-5.5 \u5b98\u65b9\u53d1\u5e03\u65b0\u7684\u63d0\u793a\u8bcd\u5492\u8bed\u6307\u5357\uff01"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Prompt \u5df2\u6b7b\uff0cGPT-5.5 \u5b98\u65b9\u65b0\u7684\u5492\u8bed\u53d1\u5e03\uff01<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u8fd1\u6d41\u884c\u8fd9\u6837\u4e00\u53e5\u8bdd\uff0c<code>\u53ea\u8981\u4f60\u5b66\u7684\u6162\uff0c\u5c31\u4ec0\u4e48\u90fd\u4e0d\u7528\u5b66\u4e86<\/code>\u3002\u56e0\u4e3a\uff0c\u77e5\u8bc6\u843d\u540e\u7684\u592a\u5feb\u4e86\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56de\u60f3\u4e00\u4e0b AI \u53d1\u5c55\u521d\u671f\u7684\u76db\u51b5\uff0cPrompt \u63d0\u793a\u8bcd\u76db\u884c\uff0c\u8fd8\u6709\u4e0d\u5c11\u5927\u4f6c\u7ad9\u53f0\uff0c\u73b0\u5728\u5df2\u7ecf\u5f88\u5c11\u518d\u542c\u5230\u63d0\u793a\u8bcd\u7684\u58f0\u97f3\u4e86\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u8fd1\uff0cGPT-5.5 \u53d1\u5e03\u540e\uff0c\u5b98\u65b9\u8fd8\u53d1\u5e03\u4e86\u4e00\u4e2a\u63d0\u793a\u8bcd\u6307\u5357<code>https:\/\/developers.openai.com\/api\/docs\/guides\/prompt-guidance<\/code>\u3002\u8fd9\u4efd\u6307\u5357\u7684\u6838\u5fc3\u4fe1\u606f\u975e\u5e38\u660e\u786e\uff1a<code>GPT-5.5 \u4e0d\u662f GPT-5.4 \u7684\u201c\u66f4\u5f3a\u7248\u672c\u201d\uff0c\u800c\u662f\u4e00\u4e2a\u9700\u8981\u91cd\u65b0\u8c03\u4f18\u7684\u201c\u65b0\u6a21\u578b\u5bb6\u65cf\u201d<\/code>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0b\u9762\uff0c\u6211\u4eec\u5c31\u6765\u4e00\u8d77\u770b\u770b\u8fd9\u4efd\u6307\u5357\u900f\u9732\u7740\u54ea\u4e9b\u79d8\u5bc6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u7ae0\u914d\u56fe\u53c2\u89c1 <a href=\"https:\/\/mp.weixin.qq.com\/s\/vH_BoKvEVBSNFpGPSzGD8g\">https:\/\/mp.weixin.qq.com\/s\/vH_BoKvEVBSNFpGPSzGD8g<\/a>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5f3a\u8c03\u4ece\u96f6\u5f00\u59cb\uff0c\u53cd\u5bf9\u76f4\u63a5\u8fc1\u79fb<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">OpenAI \u5728\u6307\u5357\u5f00\u5934\u5c31\u7ed9\u51fa\u4e86\u4e00\u4e2a\u5f3a\u70c8\u8b66\u544a\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>To get the most out of GPT-5.5, treat it as a new model family to tune for, not a drop-in replacement for gpt-5.2 or gpt-5.4. Begin migration with a fresh baseline instead of carrying over every instruction from an older prompt stack.<\/p><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u610f\u5473\u7740\uff0c\u4ee5\u524d\u4f60\u82b1\u51e0\u4e2a\u6708\u7cbe\u5fc3\u8c03\u4f18\u7684 prompt\uff0c\u76f4\u63a5\u642c\u5230 GPT-5.5 \u4e0a\u53ef\u80fd\u8868\u73b0\u66f4\u5dee\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ed3\u679c\u5bfc\u5411\uff0c\u800c\u975e\u8fc7\u7a0b\u5bfc\u5411<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u544a\u8bc9\u5b83\u8981\u4ec0\u4e48\u800c\u4e0d\u662f\u600e\u4e48\u505a\u3002\u8fc7\u53bb\u7528 AI \u6a21\u578b\uff0c\u5f88\u591a\u4eba\u4e60\u60ef\u5199\u4e00\u957f\u4e32\u6b65\u9aa4\uff0c\u624b\u628a\u624b\u6559\u6a21\u578b\u8be5\u5148\u67e5\u4ec0\u4e48\u3001\u518d\u6bd4\u4ec0\u4e48\u3001\u6700\u540e\u600e\u4e48\u8f93\u51fa\u3002OpenAI \u5728\u6307\u5357\u91cc\u76f4\u63a5\u8bf4\u4e86\uff0c\u8fd9\u5957\u73a9\u6cd5\u8fc7\u65f6\u4e86\u3002GPT-5.5 \u7684\u63a8\u7406\u80fd\u529b\u591f\u5f3a\uff0c\u4f60\u53ea\u9700\u8981\u63cf\u8ff0\u6e05\u695a\u60f3\u8981\u7684\u7ed3\u679c\u3001\u6210\u529f\u7684\u6807\u51c6\u548c\u9650\u5236\u6761\u4ef6\uff0c\u5269\u4e0b\u7684\u8ba9\u5b83\u81ea\u5df1\u89c4\u5212\u8def\u5f84\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6307\u5357\u539f\u8bdd\u7684\u610f\u601d\u662f\uff1a<code>\u4ee5\u524d\u7684\u6a21\u578b\u6bd4\u8f83\u7b28\uff0c\u9700\u8981\u4f60\u6559\u5b83\u6bcf\u4e00\u6b65\u600e\u4e48\u8d70\uff0c\u4f46\u5bf9 GPT-5.5 \u6765\u8bf4\uff0c\u8fd9\u4e9b\u5570\u55e6\u7684\u6307\u4ee4\u53cd\u800c\u6210\u4e86\u5e72\u6270\uff0c\u4f1a\u7f29\u5c0f\u5b83\u7684\u641c\u7d22\u7a7a\u95f4\uff0c\u8ba9\u8f93\u51fa\u53d8\u5f97\u6b7b\u677f<\/code>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u8fd9\u610f\u5473\u7740\u9700\u8981\u91cd\u65b0\u5ba1\u89c6\u624b\u5934\u79ef\u6512\u7684\u63d0\u793a\u8bcd\u6a21\u677f\u3002\u4ee5\u524d\u7ba1\u7528\u7684\u201c\u4fdd\u59c6\u5f0f\u201d\u5199\u6cd5\uff0c\u73b0\u5728\u53ef\u80fd\u9002\u5f97\u5176\u53cd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e7 prompt \u5e38\u5199\u201c\u7b2c\u4e00\u6b65\u505a X\uff0c\u7b2c\u4e8c\u6b65\u505a Y\u201d\uff0c\u65b0\u6307\u5357\u5efa\u8bae\u6539\u4e3a\u63cf\u8ff0<code>\u76ee\u6807\u72b6\u6001\u3001\u6210\u529f\u6807\u51c6\u3001\u7ea6\u675f\u6761\u4ef6\u548c\u53ef\u7528\u8bc1\u636e<\/code>\uff0c\u8ba9\u6a21\u578b\u81ea\u5df1\u9009\u62e9\u8def\u5f84\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u65e7\u98ce\u683c\uff1aFirst inspect A, then inspect B, then compare every field...\n\u65b0\u98ce\u683c\uff1aResolve the customer's issue end to end. Success means: [\u6807\u51c6]. Constraints: [\u9650\u5236].<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u63a8\u5d07\u6700\u5c0f\u6709\u6548\u63d0\u793a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6307\u5357\u8fd8\u5efa\u8bae\u4ece<code>\u80fd\u7ef4\u6301\u4ea7\u54c1\u529f\u80fd\u7684\u6700\u77ed prompt \u5f00\u59cb<\/code>\uff0c\u7136\u540e\u9010\u6b65\u8c03\u4f18\u3002\u65e7\u6a21\u578b\u9700\u8981 500+ \u5b57\u7684\u7cfb\u7edf\u63d0\u793a\u6765\u201c\u5f15\u5bfc\u201d\u884c\u4e3a\uff0c\u800c GPT-5.5 \u7684\u63a8\u7406\u80fd\u529b\u66f4\u5f3a\uff0c\u8fc7\u957f\u7684\u63d0\u793a\u53cd\u800c\u4f1a\u6210\u4e3a\u566a\u97f3\uff0c\u9650\u5236\u6a21\u578b\u7684\u641c\u7d22\u7a7a\u95f4\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u660e\u786e\u7684\u505c\u6b62\u89c4\u5219\u548c\u68c0\u7d22\u9884\u7b97<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6307\u5357\u5f3a\u8c03\u8981\u7ed9\u6a21\u578b\u8bbe\u5b9a<code>\u4f55\u65f6\u505c\u6b62\u641c\u7d22\u3001\u4f55\u65f6\u653e\u5f03\u3001\u4f55\u65f6\u8be2\u95ee\u7528\u6237<\/code>\u7684\u89c4\u5219\uff0c\u907f\u514d\u8fc7\u5ea6\u63a8\u7406\u548c\u65e0\u9650\u5de5\u5177\u8c03\u7528\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Use the minimum evidence sufficient to answer correctly, cite it precisely, then stop.<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u76f8\u5f53\u4e8e\u7ed9 AI \u88c5\u4e0a\u6027\u683c\u548c\u5239\u8f66\uff0c\u6307\u5357\u4e2d\u4e5f\u82b1\u4e86\u4e0d\u5c11\u7bc7\u5e45\u8bb2\u8fd9\u4e24\u4ef6\u4e8b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u4e00\u662f\u600e\u4e48\u7ed9\u6a21\u578b\u8bbe\u5b9a\u6027\u683c\uff08\u8bed\u6c14\u3001\u6001\u5ea6\u3001\u5408\u4f5c\u65b9\u5f0f\uff09<\/li><li>\u4e8c\u662f\u600e\u4e48\u8ba9\u5b83\u77e5\u9053\u4ec0\u4e48\u65f6\u5019\u8be5\u505c<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6027\u683c\u8bbe\u5b9a\u5206\u4e24\u5c42\u3002\u4e00\u5c42\u662f\u201c\u542c\u8d77\u6765\u50cf\u4ec0\u4e48\u4eba\u201d\uff0c\u6bd4\u5982\u70ed\u60c5\u8fd8\u662f\u5e72\u7ec3\u3001\u76f4\u63a5\u8fd8\u662f\u59d4\u5a49\u3002\u53e6\u4e00\u5c42\u662f\u201c\u600e\u4e48\u5e72\u6d3b\u201d\uff0c\u6bd4\u5982\u4ec0\u4e48\u65f6\u5019\u8be5\u4e3b\u52a8\u63d0\u95ee\u3001\u4ec0\u4e48\u65f6\u5019\u53ef\u4ee5\u81ea\u5df1\u505a\u4e3b\u3002OpenAI \u5efa\u8bae\u4e24\u5c42\u90fd\u5199\u77ed\uff0c\u51e0\u53e5\u8bdd\u5c31\u591f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u505c\u6b62\u6761\u4ef6\u53ef\u80fd\u66f4\u5b9e\u7528\u3002\u6307\u5357\u5efa\u8bae\u7ed9\u641c\u7d22\u884c\u4e3a\u8bbe\u5b9a\u201c\u68c0\u7d22\u9884\u7b97\u201d\uff0c\u660e\u786e\u544a\u8bc9\u6a21\u578b\uff1a\u641c\u5230\u4ec0\u4e48\u7a0b\u5ea6\u5c31\u6536\u624b\u3002\u6bd4\u5982\u7b2c\u4e00\u6b21\u641c\u7d22\u5982\u679c\u5df2\u7ecf\u80fd\u56de\u7b54\u95ee\u9898\uff0c\u5c31\u522b\u518d\u641c\u4e86\u3002\u53ea\u6709\u5728\u6838\u5fc3\u95ee\u9898\u6ca1\u88ab\u56de\u7b54\u3001\u7f3a\u5c11\u5173\u952e\u4e8b\u5b9e\u3001\u6216\u7528\u6237\u8981\u6c42\u7a77\u5c3d\u6240\u6709\u60c5\u51b5\u65f6\uff0c\u624d\u5141\u8bb8\u53d1\u8d77\u4e0b\u4e00\u6b21\u641c\u7d22\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5bf9\u505a\u5ba2\u670d\u3001\u505a\u77e5\u8bc6\u95ee\u7b54\u4ea7\u54c1\u7684\u56e2\u961f\u5f88\u6709\u53c2\u8003\u4ef7\u503c\u3002\u641c\u7d22\u6b21\u6570\u76f4\u63a5\u5173\u8054 Token \u6d88\u8017\u548c\u6210\u672c\uff0c\u8bbe\u597d\u9884\u7b97\u80fd\u7701\u4e0d\u5c11\u94b1\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5f15\u5165\u65b0\u7684\u53ef\u63a7\u53c2\u6570<\/h2>\n\n\n\n<ul class=\"wp-block-list\"><li><code>reasoning_effort<\/code>\uff1a\u63a7\u5236\u63a8\u7406\u6df1\u5ea6\uff08low\/medium\/high\/xhigh\uff09\uff0c\u8fd9\u662f\u8fc1\u79fb\u4e2d\u6700\u5173\u952e\u7684\u8c03\u4f18\u70b9\u3002\u591a\u6570\u573a\u666f\u4e0b <code>low<\/code> \u914d\u5408\u7cbe\u7b80 prompt \u6548\u679c\u6700\u597d\u3002<\/li><li><code>text.verbosity<\/code>\uff1a\u63a7\u5236\u8f93\u51fa\u5197\u957f\u5ea6\uff0c\u8bbe\u4e3a <code>low<\/code> \u53ef\u83b7\u5f97\u6bd4 GPT-5.4 \u66f4\u7b80\u6d01\u7684\u56de\u590d\u3002<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u6d41\u5f0f\u54cd\u5e94\u7684\u524d\u7f6e\u66f4\u65b0\u6a21\u5f0f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u591a\u6b65\u9aa4\u6216\u5de5\u5177\u5bc6\u96c6\u578b\u4efb\u52a1\uff0c\u6307\u5357\u5efa\u8bae\u5728\u8c03\u7528\u5de5\u5177\u524d\u5148\u53d1\u9001 1-2 \u53e5\u8bdd\u7684\u7528\u6237\u53ef\u89c1\u66f4\u65b0\uff0c\u8bf4\u660e\u5df2\u6536\u5230\u8bf7\u6c42\u5e76\u544a\u77e5\u7b2c\u4e00\u6b65\u505a\u4ec0\u4e48\u3002\u8fd9\u80fd\u663e\u8457\u6539\u5584\u201c\u6a21\u578b\u662f\u4e0d\u662f\u5361\u4f4f\u4e86\u201d\u7684\u611f\u77e5\u4f53\u9a8c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8bf4\u767d\u4e86\uff0cGPT-5.5 \u5728\u5f00\u59cb\u8f93\u51fa\u6587\u5b57\u4e4b\u524d\uff0c\u53ef\u80fd\u4f1a\u5728\u540e\u53f0\u9ed8\u9ed8\u82b1\u65f6\u95f4\u63a8\u7406\u548c\u89c4\u5212\u3002\u7528\u6237\u76ef\u7740\u7a7a\u767d\u5c4f\u5e55\u7b49\u5f85\u7684\u4f53\u9a8c\u5f88\u5dee\u3002\u6307\u5357\u5efa\u8bae\u8ba9\u6a21\u578b\u5728\u6b63\u5f0f\u5e72\u6d3b\u4e4b\u524d\uff0c\u5148\u8f93\u51fa\u4e00\u4e24\u53e5\u8bdd\uff0c\u544a\u8bc9\u7528\u6237\u201c\u6536\u5230\u4e86\uff0c\u6211\u5148\u505a\u8fd9\u4e2a\u201d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e0d\u4f1a\u8ba9\u4efb\u52a1\u771f\u7684\u53d8\u5feb\uff0c\u4f46\u80fd\u8ba9\u7528\u6237\u89c9\u5f97\u54cd\u5e94\u5feb\u4e86\u3002<code>\u505a\u8fc7\u4ea7\u54c1\u7684\u4eba\u90fd\u77e5\u9053\uff0c\u611f\u77e5\u901f\u5ea6\u6709\u65f6\u5019\u6bd4\u5b9e\u9645\u901f\u5ea6\u66f4\u91cd\u8981<\/code>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Prompt \u6b63\u5728\u8d2c\u503c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4efd\u6307\u5357\u900f\u9732\u4e86\u4ec0\u4e48\u4fe1\u606f\uff1f\u770b\u4e0b\u9762\u8fd9\u4e2a\u8868\u683c\u5427\u3002<\/p>\n\n\n\n<table class=\"wp-block-table\"><thead><tr><th>\u4fe1\u53f7<\/th><th>\u89e3\u8bfb<\/th><\/tr><\/thead><tbody><tr><td><code>\u6a21\u578b\u884c\u4e3a\u53d1\u751f\u8d28\u53d8<\/code><\/td><td>GPT-5.5 \u7684\u63a8\u7406\u5f15\u64ce\u66f4\u6fc0\u8fdb\uff0c\u5bf9\u63d0\u793a\u8bcd\u7684\u54cd\u5e94\u673a\u5236\u4e0e\u65e7\u6a21\u578b\u6709\u672c\u8d28\u4e0d\u540c\uff0c\u4e0d\u662f\u7b80\u5355\u7684&#8221;\u66f4\u5927\u66f4\u5f3a&#8221;<\/td><\/tr><tr><td><code>Prompt Engineering \u6b63\u5728\u8d2c\u503c<\/code><\/td><td>\u65e7\u65f6\u4ee3\u7684\u6280\u5de7\uff08\u89d2\u8272\u626e\u6f14\u3001\u91cd\u590d\u5f3a\u8c03\u3001\u4e00\u6b65\u6b65\u601d\u8003\u3001few-shot \u793a\u4f8b\uff09\u4e0d\u518d\u6709\u6548\uff0c\u751a\u81f3\u6709\u5bb3\u3002\u6a21\u578b\u4e0d\u518d\u9700\u8981\u54c4\u9a97\u548c\u5f15\u5bfc<\/td><\/tr><tr><td><code>OpenAI \u5728\u63a8\u81ea\u52a8\u9a7e\u9a76\u8303\u5f0f<\/code><\/td><td>\u6307\u5357\u9f13\u52b1\u7528\u6237\u63cf\u8ff0\u76ee\u7684\u5730\u800c\u975e\u753b\u8def\u7ebf\u56fe\uff0c\u914d\u5408 <code>reasoning_effort<\/code> \u53c2\u6570\uff0c\u8bf4\u660e OpenAI \u5e0c\u671b\u6a21\u578b\u627f\u62c5\u66f4\u591a\u81ea\u4e3b\u51b3\u7b56<\/td><\/tr><tr><td><code>Agentic \u5de5\u4f5c\u6d41\u6210\u4e3a\u6838\u5fc3\u573a\u666f<\/code><\/td><td>\u5927\u91cf\u7bc7\u5e45\u8ba8\u8bba\u5de5\u5177\u8c03\u7528\u3001\u591a\u8f6e\u72b6\u6001\u7ba1\u7406\u3001<code>phase<\/code> \u503c\u3001\u957f\u8fd0\u884c\u5de5\u4f5c\u6d41\uff0c\u8bf4\u660e GPT-5.5 \u7684\u8bbe\u8ba1\u91cd\u5fc3\u662f Agent \u800c\u975e\u804a\u5929<\/td><\/tr><tr><td><code>Codex \u662f\u5b98\u65b9\u63a8\u8350\u7684\u8fc1\u79fb\u5de5\u5177<\/code><\/td><td>OpenAI \u63d0\u4f9b\u4e86 <code>$openai-docs migrate this project to gpt-5.5<\/code> \u547d\u4ee4\uff0c\u8ba9 AI \u81ea\u52a8\u5e2e\u4f60\u91cd\u5199 prompt\uff0c\u8fd9\u672c\u8eab\u5c31\u8bf4\u660e\u4e86\u8fc1\u79fb\u7684\u590d\u6742\u6027\u548c\u5fc5\u8981\u6027<\/td><\/tr><\/tbody><\/table>\n\n\n\n<h2 class=\"wp-block-heading\">\u65e7 prompt \u5df2\u6b7b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u73b0\u5728\u56de\u60f3\u4e00\u4e0b\uff0c\u6211\u5f00\u5934\u63d0\u5230\u7684\u90a3\u53e5\u8bdd\u3002\u5982\u679c\u6211\u4eec\u6ca1\u5b66\u8fc7\u63d0\u793a\u8bcd\uff0c\u90a3\u73b0\u5728\u4e5f\u4e0d\u9700\u8981\u518d\u5b66\u4e86\u3002\u6a21\u578b\u7684\u63a8\u7406\u5df2\u7ecf\u8db3\u591f\u667a\u80fd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u662f\uff0c\u6211\u4eec\u4e0d\u9700\u8981\u518d\u5199\u590d\u6742\u7684\u201c\u5492\u8bed\u201d\u4e86\u3002\u76f4\u63a5\u8bf4\u6e05\u4f60\u8981\u4ec0\u4e48\u3001\u7ed9\u8c01\u770b\u3001\u4ec0\u4e48\u683c\u5f0f\uff0c\u6a21\u578b\u5c31\u80fd\u7ed9\u51fa\u7a33\u5b9a\u3001\u4e00\u81f4\u7684\u7ed3\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u6a21\u578b\u5bf9\u6a21\u7cca\u6307\u4ee4\u7684\u5904\u7406\u53d8\u4e86\uff0c\u4ee5\u524d\u5b83\u4f1a\u201c\u731c\u201d\uff0c\u73b0\u5728\u66f4\u53ef\u80fd\u76f4\u63a5\u95ee\u4f60\u3002\u60f3\u8981\u521b\u610f\u7a7a\u95f4\uff0c\u9700\u8981<code>\u660e\u786e\u6388\u6743<\/code>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f46\u662f\uff0c\u5982\u679c\u4f60\u662f<code>API \u5f00\u53d1\u8005\u7528\u6237<\/code>\uff0c\u6307\u5357\u5efa\u8bae\u4f60\u5fc5\u987b\u91cd\u65b0\u8bc4\u4f30\u6240\u6709\u751f\u4ea7\u73af\u5883\u7684 prompt\u3002\u6700\u9ad8\u98ce\u9669\u7684\u662f\u90a3\u4e9b\u4f9d\u8d56\u201c\u8d8a\u72f1\u5f0f\u6846\u67b6\u201d\u3001\u8fc7\u5ea6\u89d2\u8272\u626e\u6f14\u3001\u94fe\u5f0f\u601d\u7ef4\u5f15\u5bfc\u6216\u91cd\u590d\u7ea6\u675f\u7684 prompt\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6307\u5357\u7ed9\u51fa\u7684\u8fc1\u79fb checklist \u5982\u4e0b\u6240\u793a\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u5220\u9664\u5197\u4f59\u76ee\u6807\u9648\u8ff0\uff0c\u53ea\u5199\u4e00\u6b21<\/li><li>\u5220\u9664 think step by step \u7b49\u94fe\u5f0f\u601d\u7ef4\u5f15\u5bfc<\/li><li>\u5220\u9664\u91cd\u590d\u7ea6\u675f\uff0c\u6bcf\u4e2a\u7ea6\u675f\u53ea\u8bf4\u4e00\u6b21<\/li><li>\u5c06\u8bed\u6c14\/\u4eba\u683c\u6307\u4ee4\u79fb\u5230 system prompt<\/li><li>\u7528 Structured Outputs \u4ee3\u66ff prompt \u91cc\u7684\u8f93\u51fa\u683c\u5f0f\u5b9a\u4e49<\/li><li>\u7528 <code>reasoning_effort<\/code> \u548c <code>verbosity<\/code> \u53c2\u6570\u66ff\u4ee3 prompt \u91cc\u7684\u884c\u4e3a\u63a7\u5236 <\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u662f<code>Prompt Engineer<\/code>\uff0c\u6307\u5357\u4e5f\u7ed9\u51fa\u4e86\u5982\u4e0b\u5efa\u8bae\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><code>\u804c\u4e1a\u5185\u6db5\u5728\u8f6c\u53d8<\/code>\uff1a\u4ece\u201c\u5199\u66f4\u590d\u6742\u7684 prompt \u6765\u8865\u507f\u6a21\u578b\u7f3a\u9677\u201d\u8f6c\u5411\u201c\u5199\u66f4\u7cbe\u7b80\u7684 prompt \u6765\u5b9a\u4e49\u76ee\u6807\u548c\u7ea6\u675f\u201d\u3002Prompt Engineering \u6b63\u5728\u4ece\u201c\u6280\u5de7\u201d\u53d8\u6210\u201c\u5de5\u7a0b\u89c4\u8303\u201d\u3002<\/li><li>\u65b0\u6838\u5fc3\u80fd\u529b\uff1a\u8bbe\u8ba1\u6e05\u6670\u7684\u6210\u529f\u6807\u51c6\u3001\u7ea6\u675f\u8fb9\u754c\u3001\u505c\u6b62\u89c4\u5219\u548c\u68c0\u7d22\u9884\u7b97\uff0c\u800c\u4e0d\u662f\u5806\u780c\u793a\u4f8b\u548c\u89d2\u8272\u8bbe\u5b9a\u3002<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u7ba1\u7406<code>AI \u4ea7\u54c1\/\u56e2\u961f<\/code>\uff0c\u6307\u5357\u5efa\u8bae\u5173\u6ce8\u4e0b\u9762\u4e24\u70b9\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u6210\u672c\u7ed3\u6784\u4f1a\u53d8\uff1aGPT-5.5 \u7684 token \u6548\u7387\u66f4\u9ad8\uff08\u66f4\u5c11\u91cd\u8bd5\uff09\uff0c\u4f46 API \u4ef7\u683c\u66f4\u9ad8\uff08\u8f93\u5165 $5\/1M\uff0c\u8f93\u51fa $30\/1M\uff09\u3002\u7cbe\u7b80 prompt + \u5408\u7406\u8bbe\u7f6e <code>reasoning_effort<\/code> \u662f\u63a7\u5236\u6210\u672c\u7684\u5173\u952e\u3002<\/li><li>\u9700\u8981\u5efa\u7acb\u65b0\u7684\u8bc4\u4f30\u57fa\u7ebf\uff1a\u65e7\u6a21\u578b\u7684 eval \u6570\u636e\u4e0d\u80fd\u76f4\u63a5\u5957\u7528\uff0c\u9700\u8981\u9488\u5bf9 GPT-5.5 \u91cd\u65b0\u8dd1\u57fa\u51c6\u6d4b\u8bd5\u3002<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u603b\u7ed3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4efd\u6307\u5357\u91ca\u653e\u4e86\u4e00\u4e2a\u6e05\u6670\u7684\u4fe1\u53f7\uff0c<code>\u5927\u6a21\u578b\u6b63\u5728\u4ece\u201c\u9700\u8981\u624b\u628a\u624b\u6559\u7684\u5b9e\u4e60\u751f\u201d\u53d8\u6210\u201c\u53ef\u4ee5\u6258\u4ed8\u4efb\u52a1\u7684\u9ad8\u7ea7\u540c\u4e8b\u201d<\/code>\u3002\u4f60\u7684 prompt \u5e94\u8be5\u4ece\u64cd\u4f5c\u624b\u518c\u53d8\u6210\u201c\u9879\u76ee brief\u201d\uff0c\u5b9a\u4e49\u76ee\u6807\u3001\u6807\u51c6\u548c\u8fb9\u754c\uff0c\u7136\u540e\u8ba9\u6a21\u578b\u81ea\u5df1\u627e\u8def\u5f84\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u6211\u4eec\u4f7f\u7528\u8005\u6765\u8bf4\uff0c\u8fd9\u65e2\u662f\u597d\u6d88\u606f\uff08\u66f4\u7b80\u5355\u3001\u66f4\u7a33\u5b9a\uff09\uff0c\u4e5f\u662f\u6311\u6218\uff08\u65e7\u7ecf\u9a8c\u53ef\u80fd\u5931\u6548\uff0c\u9700\u8981\u91cd\u65b0\u5b66\u4e60\uff09\u3002\u6700\u52a1\u5b9e\u7684\u505a\u6cd5\u662f\uff0c\u542c OpenAI \u7684\u5efa\u8bae\uff0c<code>\u4ece\u6700\u5c0f prompt \u5f00\u59cb\uff0c\u7528 Codex \u81ea\u52a8\u8fc1\u79fb\u5de5\u5177\u8f85\u52a9\uff0c\u9488\u5bf9\u4ee3\u8868\u6027\u6837\u672c\u91cd\u65b0\u8c03\u4f18<\/code>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u603b\u4e4b\uff0c\u8fd9\u4e00\u5207\u7684\u4e00\u5207\u770b\u8d77\u6765\u662f\uff0c\u6709\u4e86 Harness Engineering \u4e4b\u540e\uff0cAI \u8fce\u6765\u4e86\u5168\u65b0\u8303\u5f0f\u3002<\/p>\n<!-- <audio autoplay=\"autoplay\" height=\"100\" width=\"100\" hidden=\"true\"><source src=\"https:\/\/c.coka.la\/orAvPR.mp3\" type=\"audio\/mp3\"\/><\/audio><img decoding=\"async\" src=\"https:\/\/images.weserv.nl\/?url=https:\/\/ws3.sinaimg.cn\/large\/8fa5dcfcgy1g4em3rzar5j20ib089ae0.jpg\" alt=\"\u4e1a\u4f59\u8349\u516c\u4f17\u53f7\"\/> --><p><!-- <img decoding=\"async\" src=\"https:\/\/raw.githubusercontent.com\/xmt1139057136\/xttblog\/master\/8fa5dcfcgy1g4em3rzar5j20ib089ae0.jpg\" alt=\"\u4e1a\u4f59\u8349\u516c\u4f17\u53f7\"\/>--><img decoding=\"async\" src=\"https:\/\/saas.51autoparts.cn\/api\/admin\/sys-file\/oss\/file?fileName=84db51f8561e448f9a4fda2eff0811f9.jpg\" alt=\"\u4e1a\u4f59\u8349\u516c\u4f17\u53f7\"\/><\/p><p>\u6700\u540e\uff0c\u6b22\u8fce\u5173\u6ce8\u6211\u7684\u4e2a\u4eba\u5fae\u4fe1\u516c\u4f17\u53f7\uff1a\u4e1a\u4f59\u8349\uff08yyucao\uff09\uff01<b>\u53ef\u52a0\u4f5c\u8005\u5fae\u4fe1\u53f7\uff1a<font color=\"red\">xttblog2<\/font>\u3002\u5907\u6ce8\uff1a\u201c1\u201d\uff0c\u6dfb\u52a0\u535a\u4e3b\u5fae\u4fe1\u62c9\u4f60\u8fdb\u5fae\u4fe1\u7fa4\u3002\u5907\u6ce8\u9519\u8bef\u4e0d\u4f1a\u540c\u610f\u597d\u53cb\u7533\u8bf7\u3002<\/b>\u518d\u6b21\u611f\u8c22\u60a8\u7684\u5173\u6ce8\uff01\u540e\u7eed\u6709\u7cbe\u5f69\u5185\u5bb9\u4f1a\u7b2c\u4e00\u65f6\u95f4\u53d1\u7ed9\u60a8\uff01\u539f\u521b\u6587\u7ae0\u6295\u7a3f\u8bf7\u53d1\u9001\u81f3532009913@qq.com\u90ae\u7bb1\u3002\u5546\u52a1\u5408\u4f5c\u4e5f\u53ef\u6dfb\u52a0\u4f5c\u8005\u5fae\u4fe1\u8fdb\u884c\u8054\u7cfb\uff01<\/p><p>\u672c\u6587\u539f\u6587\u51fa\u5904\uff1a<a href=\"https:\/\/www.xttblog.com\">\u4e1a\u4f59\u8349<\/a>\uff1a &raquo; <a href=\"https:\/\/www.xttblog.com\/?p=5688\">Prompt \u5df2\u6b7b\uff0cGPT-5.5 \u5b98\u65b9\u53d1\u5e03\u65b0\u7684\u63d0\u793a\u8bcd\u5492\u8bed\u6307\u5357\uff01<\/a><\/p><!-- <div class=\"bd-reward-stl\"><button id=\"bdRewardBtn\"><span><\/span><\/button><\/div> -->","protected":false},"excerpt":{"rendered":"<p>Prompt \u5df2\u6b7b\uff0cGPT-5.5 \u5b98\u65b9\u65b0\u7684\u5492\u8bed\u53d1\u5e03\uff01 \u6700\u8fd1\u6d41\u884c\u8fd9\u6837\u4e00\u53e5\u8bdd\uff0c\u53ea\u8981\u4f60\u5b66\u7684\u6162\uff0c\u5c31\u4ec0\u4e48\u90fd\u4e0d\u7528\u5b66\u4e86\u3002\u56e0 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[1671,2117,1992,2012,1517],"class_list":["post-5688","post","type-post","status-publish","format-standard","hentry","category-yyzt","tag-ai","tag-chatgpt","tag-gpl","tag-prometheus","tag-protobuf"],"_links":{"self":[{"href":"https:\/\/www.xttblog.com\/index.php?rest_route=\/wp\/v2\/posts\/5688","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.xttblog.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.xttblog.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.xttblog.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.xttblog.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5688"}],"version-history":[{"count":1,"href":"https:\/\/www.xttblog.com\/index.php?rest_route=\/wp\/v2\/posts\/5688\/revisions"}],"predecessor-version":[{"id":5689,"href":"https:\/\/www.xttblog.com\/index.php?rest_route=\/wp\/v2\/posts\/5688\/revisions\/5689"}],"wp:attachment":[{"href":"https:\/\/www.xttblog.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5688"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.xttblog.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5688"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.xttblog.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5688"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}