{"id":4178,"date":"2026-06-19T09:41:30","date_gmt":"2026-06-19T09:41:30","guid":{"rendered":"https:\/\/umaax.com\/promptcontextharnessloopsidaaigongchengxiangjiepdfwenjian\/"},"modified":"2026-06-19T09:41:30","modified_gmt":"2026-06-19T09:41:30","slug":"promptcontextharnessloopsidaaigongchengxiangjiepdfwenjian","status":"publish","type":"post","link":"https:\/\/umaax.com\/en\/promptcontextharnessloopsidaaigongchengxiangjiepdfwenjian\/","title":{"rendered":"\u300aPrompt \/ Context \/ Harness \/ Loop \u56db\u5927AI\u5de5\u7a0b\u8be6\u89e3\u300b\uff08PDF\u6587\u4ef6\uff09"},"content":{"rendered":"<p>\u300aPrompt \/Context\/Harness \/Loop\u56db\u5927AI\u5de5\u7a0b\u8be6\u89e3\u300b\u662f\u81f4\u7f51\u79d1\u6280\u6a21\u667a\u7a7a\u95f4\u63a8\u51fa\u768455\u9875\u6df1\u5ea6\u62a5\u544a\uff0c\u7cfb\u7edf\u63d0\u51faPrompt\u3001Context\u3001Harness\u3001Loop\u56db\u5927AI\u5de5\u7a0b\u4f53\u7cfb\uff0c\u8986\u76d6\u4ece\u610f\u56fe\u8868\u8fbe\u3001\u4fe1\u606f\u4f9b\u7ed9\u3001\u5b89\u5168\u6267\u884c\u5230\u81ea\u4e3b\u5faa\u73af\u7684\u5b8c\u6574\u94fe\u8def\u3002\u62a5\u544a\u63d0\u51faAI\u5de5\u7a0b\u6b63\u4ece\u5355\u6b21\u95ee\u7b54\u5411\u95ed\u73af\u6267\u884c\u6f14\u8fdb\uff0c\u56db\u5c42\u80fd\u529b\u534f\u540c\u53e0\u52a0\u975e\u66ff\u4ee3\uff0c\u7f3a\u4e00\u4e0d\u53ef\uff0c\u5e76\u8be6\u89e3\u7ed3\u6784\u5316Prompt\u6a21\u677f\u3001RAG\u68c0\u7d22\u589e\u5f3a\u3001Agent\u6c99\u7bb1\u5b89\u5168\u3001\u81ea\u52a8\u5316\u5de5\u4f5c\u5faa\u73af\u4e0eSkills\u6c89\u6dc0\u7b49\u5de5\u7a0b\u5316\u843d\u5730\u65b9\u6cd5\u3002<\/p>\n<p>  <img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-71461 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/02\/juzi.png\"  alt=\"\" width=\"256\" height=\"256\" \/> <\/p>\n<p style=\"text-align: center;\"><strong>\u626b\u7801\u5173\u6ce8\u516c\u4f17\u53f7\uff0c\u56de\u590d\u53e3\u4ee4\uff1a<span style=\"color: #ff0000;\">20260619<\/span>\uff0c\u514d\u8d39\u9886\u53d6PDF\u62a5\u544a<\/strong><\/p>\n<h2>\u4ece\u57fa\u7840\u4ea4\u4e92\u5230\u81ea\u4e3b\u5faa\u73af\u2014\u2014AI\u5de5\u7a0b\u7684\u6f14\u8fdb<\/h2>\n<ul>\n<li>\n<div class=\"paragraph\" dir=\"auto\">AI\u5de5\u7a0b\u7684\u5173\u6ce8\u91cd\u70b9\u5df2\u4ece\u751f\u6210\u51c6\u786e\u7b54\u6848\u8f6c\u5411\u95ed\u73af\u6267\u884c\u3002<\/div>\n<\/li>\n<li>\n<div class=\"paragraph\" dir=\"auto\">\u65e9\u671f\u662f\u5355\u6b21\u95ee\u7b54\u6a21\u5f0f\uff0c\u73b0\u5728\u9700\u8981\u7406\u89e3\u3001\u68c0\u7d22\u3001\u884c\u52a8\u3001\u9a8c\u8bc1\u3001\u53cd\u9988\u7ec4\u6210\u7684\u6267\u884c\u94fe\u3002<\/div>\n<\/li>\n<li>\n<div class=\"paragraph\" dir=\"auto\"><strong>\u63d0\u51fa\u56db\u5c42\u6f14\u8fdb\u67b6\u6784<\/strong>\uff1aPrompt Engineering\uff08\u8868\u8fbe\uff09\u3001Context Engineering\uff08\u4fe1\u606f\uff09\u3001Harness Engineering\uff08\u6267\u884c\uff09\u3001Loop Engineering\uff08\u95ed\u73af\uff09\u3002<\/div>\n<\/li>\n<li>\n<div class=\"paragraph\" dir=\"auto\"><strong>\u56db\u5c42\u4e0d\u662f\u66ff\u4ee3\u5173\u7cfb\uff0c\u800c\u662f\u534f\u4f5c\u53e0\u52a0<\/strong>\uff1aPrompt\u5b9a\u4e49\u4efb\u52a1\uff0cContext\u63d0\u4f9b\u8bc1\u636e\uff0cHarness\u5b89\u5168\u6267\u884c\uff0cLoop\u8bfb\u53d6\u53cd\u9988\u3002<\/div>\n<\/li>\n<li>\n<div class=\"paragraph\" dir=\"auto\"><strong>\u53cd\u4f8b\u8b66\u793a<\/strong>\uff1a\u53ea\u6709Prompt\u7f3a\u4e8b\u5b9e\u3001\u53ea\u6709Context\u4e0d\u4f1a\u884c\u52a8\u3001\u53ea\u6709Harness\u7f3a\u76ee\u6807\u3001\u53ea\u6709Loop\u6613\u7a7a\u8f6c\u3002<\/div>\n<\/li>\n<\/ul>\n<p> <img decoding=\"async\" class=\"aligncenter wp-image-80066\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/06\/Loop-Engineering-16-2.png\"  alt=\"\" width=\"678\" height=\"381\" \/> <\/p>\n<h2>Prompt Engineering\u2014\u2014\u610f\u56fe\u7684\u7cbe\u786e\u8868\u8fbe<\/h2>\n<ul>\n<li><strong>\u6838\u5fc3\u76ee\u6807<\/strong>\uff1a\u628a\u6a21\u7cca\u610f\u56fe\u53d8\u6210\u53ef\u6267\u884c\u4efb\u52a1\uff0c\u901a\u8fc7\u8f93\u5165\u7ed3\u6784\u3001\u4efb\u52a1\u6307\u4ee4\u3001\u4e0a\u4e0b\u6587\u8fb9\u754c\u3001\u793a\u4f8b\u548c\u8f93\u51fa\u534f\u8bae\u8c03\u63a7\u6a21\u578b\u884c\u4e3a\u3002<\/li>\n<li><strong>\u4e94\u7c7b\u6838\u5fc3\u8981\u7d20<\/strong>\uff1a\u8eab\u4efd\uff08\u9650\u5b9a\u89c6\u89d2\uff09\u3001\u4efb\u52a1\uff08\u660e\u786e\u76ee\u6807\uff09\u3001\u4e0a\u4e0b\u6587\uff08\u63d0\u4f9b\u80cc\u666f\uff09\u3001\u7ea6\u675f\uff08\u5212\u5b9a\u8fb9\u754c\uff09\u3001\u8f93\u51fa\uff08\u89c4\u5b9a\u683c\u5f0f\uff09\u3002<\/li>\n<li><strong>\u63d0\u793a\u6280\u5de71\u2014\u2014Few-Sho<\/strong>t\uff1a\u7528\u5c11\u91cf\u793a\u4f8b\u5c06\u9690\u542b\u7684\u4e1a\u52a1\u6807\u51c6\u3001\u8f93\u51fa\u683c\u5f0f\u548c\u8fb9\u754c\u6848\u4f8b\u5177\u4f53\u5316\uff0c\u9002\u5408\u89c4\u5219\u96be\u5199\u5168\u7684\u4efb\u52a1\u3002<\/li>\n<li><strong>\u63d0\u793a\u6280\u5de72\u2014\u2014CoT\u4e0eSelf-Consistency<\/strong>\uff1aCoT\u8ba9\u590d\u6742\u4efb\u52a1\u6309\u6b65\u9aa4\u62c6\u89e3\u63a8\u5bfc\uff1bSelf-Consistency\u901a\u8fc7\u591a\u8def\u5f84\u63a8\u7406\u6295\u7968\uff0c\u964d\u4f4e\u5355\u6b21\u504f\u5dee\u3002<\/li>\n<li><strong>\u63a7\u5236\u6761\u4ef6\u4e0e\u8f93\u51fa\u7ed3\u6784<\/strong>\uff1a\u540c\u4e00\u4efb\u52a1\u53ef\u6309\u89d2\u8272\uff08\u67b6\u6784\u5e08\/\u5ba2\u670d\/\u4ea7\u54c1\u7ecf\u7406\uff09\u3001\u53d7\u4f17\uff08\u6280\u672f\u56e2\u961f\/\u666e\u901a\u7528\u6237\/\u7ba1\u7406\u5c42\uff09\u3001\u573a\u666f\uff08\u6545\u969c\u590d\u76d8\/\u5ba2\u6237\u901a\u77e5\/\u51b3\u7b56\u6c47\u62a5\uff09\u8f93\u51fa\u4e0d\u540c\u7ed3\u6784\u3002<\/li>\n<li><strong>\u5de5\u7a0b\u5316\u843d\u5730<\/strong>\uff1a\u5efa\u7acb\u6a21\u677f\u5e93\u3001\u793a\u4f8b\u5e93\u3001\u7248\u672c\u7ba1\u7406\u4e0e\u5931\u8d25\u6837\u672c\u5e93\uff0c\u5b9e\u73b0Prompt\u7684\u53ef\u7248\u672c\u5316\u3001\u53ef\u8bc4\u6d4b\u3001\u53ef\u56de\u6eda\u3002<\/li>\n<\/ul>\n<p> <img decoding=\"async\" class=\"aligncenter wp-image-80067\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/06\/Loop-Engineering-17-2.png\"  alt=\"\" width=\"678\" height=\"381\" \/> <\/p>\n<h2>Context Engineering\u2014\u2014\u77e5\u8bc6\u4e0e\u8bb0\u5fc6\u7684\u7a97\u53e3<\/h2>\n<ul>\n<li><strong>\u6838\u5fc3\u76ee\u6807<\/strong>\uff1a\u8ba9\u6a21\u578b\u5728\u6b63\u786e\u65f6\u95f4\u770b\u5230\u6b63\u786e\u8d44\u6599\uff0c\u901a\u8fc7\u68c0\u7d22\u3001\u7b5b\u9009\u3001\u6392\u5e8f\u3001\u538b\u7f29\u3001\u6743\u9650\u8fc7\u6ee4\u3001\u5f15\u7528\u7ed1\u5b9a\u751f\u6210\u4e0a\u4e0b\u6587\u5305\u3002<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u7a97\u53e3\u7ba1\u7406<\/strong>\uff1a\u5c06\u539f\u59cb\u6587\u6863\u3001\u5386\u53f2\u5bf9\u8bdd\u3001\u5de5\u5177\u8fd4\u56de\u6309\u4f18\u5148\u7ea7\u6574\u7406\u4e3a\u7cfb\u7edf\u6307\u4ee4\u3001\u5f53\u524d\u4efb\u52a1\u3001\u5173\u952e\u8bc1\u636e\u3001\u8fd1\u671f\u5bf9\u8bdd\u3001\u5de5\u5177\u7ed3\u679c\u3001\u5de5\u4f5c\u72b6\u6001\u516d\u5927\u533a\u5757\u3002<\/li>\n<li><strong>RAG\u4f53\u7cfb<\/strong>\uff1a\u79bb\u7ebf\u7d22\u5f15\u5b8c\u6210\u6587\u6863\u91c7\u96c6\u3001\u6e05\u6d17\u5207\u5206\u3001\u5411\u91cf\u5316\u4e0e\u7d22\u5f15\u5e93\u6784\u5efa\uff1b\u5728\u7ebf\u63a8\u7406\u901a\u8fc7\u67e5\u8be2\u6539\u5199\u3001\u53ec\u56de\u3001Rerank\u3001\u4e0a\u4e0b\u6587\u62fc\u88c5\u3001\u6a21\u578b\u751f\u6210\u3001\u5f15\u7528\u8f93\u51fa\u5b8c\u6210\u7b54\u6848\u751f\u4ea7\u3002<\/li>\n<li><strong>Agentic RAG\u6f14\u8fdb<\/strong>\uff1a\u4ece\u5355\u6b21\u68c0\u7d22\u5347\u7ea7\u4e3a\u6a21\u578b\u4e3b\u52a8\u5224\u65ad\u662f\u5426\u9700\u8981\u6539\u5199\u67e5\u8be2\u3001\u62c6\u5206\u5b50\u95ee\u9898\u6216\u6301\u7eed\u68c0\u7d22\u3002<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u7ec4\u88c5\u5668<\/strong>\uff1a\u5bf9\u8f93\u5165\u6750\u6599\u8fdb\u884c\u4f18\u5148\u7ea7\u6392\u5e8f\u3001\u53bb\u91cd\u3001\u51b2\u7a81\u68c0\u6d4b\u3001\u6743\u9650\u8fc7\u6ee4\u3001\u683c\u5f0f\u5316\uff0c\u8f93\u51fa\u53ef\u7528\u4e0a\u4e0b\u6587\u5305\u3002<\/li>\n<li><strong>\u957f\u6587\u6863\u5904\u7406<\/strong>\uff1a\u901a\u8fc7\u53bb\u91cd\u88c1\u526a\u3001\u6458\u8981\u538b\u7f29\u3001\u8bc1\u636e\u5b9a\u4f4d\u3001\u5173\u952e\u7247\u6bb5\u63d0\u53d6\uff0c\u914d\u5408\u6458\u8981\u5199\u5165\u4e0e\u8bc1\u636e\u68c0\u7d22\uff0c\u652f\u6491\u957f\u5468\u671f\u4efb\u52a1\u3002<\/li>\n<li><strong>\u591a\u6a21\u6001\u5904\u7406<\/strong>\uff1a\u7edf\u4e00\u5904\u7406\u6587\u672c\u3001\u56fe\u7247\u3001\u8868\u683c\u3001\u4ee3\u7801\u3001\u65e5\u5fd7\u3001\u7f51\u9875\u622a\u56fe\uff0c\u7ecf\u533a\u57df\u5b9a\u4f4d\u3001\u8868\u683c\u7ed3\u6784\u5316\u3001\u4ee3\u7801\u8bed\u4e49\u3001\u65e5\u5fd7\u805a\u5408\u3001\u622a\u56fe\u8bc6\u522b\u540e\u751f\u6210\u7edf\u4e00\u4e0a\u4e0b\u6587\u5305\u3002<\/li>\n<\/ul>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-80068\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/06\/Loop-Engineering-18-1.png\"  alt=\"\" width=\"678\" height=\"381\" \/> <\/p>\n<h2>Harness Engineering\u2014\u2014\u7cfb\u7edf\u7684\u5b89\u5168\u62a4\u680f<\/h2>\n<ul>\n<li><strong>\u80cc\u666f<\/strong>\uff1a2025\u5e74Agent\u80fd\u529b\u7206\u53d1\uff0c\u4f46\u53ef\u9760\u6027\u4e0d\u8db3\uff0c\u5b58\u5728\u6b7b\u5faa\u73af\u3001\u5fd8\u4e8b\u3001\u65e0\u89c6\u89c4\u5219\u3001\u4f4e\u7ea7\u9519\u8bef\u7b49\u95ee\u9898\u3002<\/li>\n<li><strong>\u7cfb\u7edf\u7c7b\u6bd4<\/strong>\uff1a\u6a21\u578b\u50cfCPU\u63d0\u4f9b\u7b97\u529b\uff0c\u4e0a\u4e0b\u6587\u50cf\u5185\u5b58\u5b58\u653e\u4fe1\u606f\uff0cHarness\u50cf\u64cd\u4f5c\u7cfb\u7edf\u8d1f\u8d23\u8c03\u5ea6\uff0cAgent\u50cf\u5e94\u7528\u7a0b\u5e8f\u5b8c\u6210\u4efb\u52a1\u3002<\/li>\n<li><strong>ETCLOVG\u6846\u67b6<\/strong>\uff1a\u6267\u884c\u73af\u5883\uff08E\uff09\u3001\u5de5\u5177\u63a5\u53e3\uff08T\uff09\u3001\u4e0a\u4e0b\u6587\u4e0e\u8bb0\u5fc6\uff08C\uff09\u3001\u751f\u547d\u5468\u671f\u4e0e\u7f16\u6392\uff08L\uff09\u3001\u53ef\u89c2\u6d4b\u6027\uff08O\uff09\u3001\u9a8c\u8bc1\u4e0e\u8bc4\u4f30\uff08V\uff09\u3001\u6cbb\u7406\u4e0e\u5b89\u5168\uff08G\uff09\u3002<\/li>\n<li><strong>\u6267\u884c\u73af\u5883<\/strong>\uff1a\u901a\u8fc7\u6c99\u7bb1\u5b9e\u73b0\u5b89\u5168\u9694\u79bb\uff08\u4ee3\u7801\/\u547d\u4ee4\/\u7f51\u7edc\u9650\u5236\uff09\u3001\u53ef\u590d\u73b0\u6027\uff08\u4e00\u952e\u91cd\u7f6e\u3001\u521d\u59cb\u72b6\u6001\u4e00\u81f4\uff09\u4e0e\u81ea\u4e3b\u6027\u63d0\u5347\uff08\u51cf\u5c11\u4eba\u5de5\u6388\u6743\uff09\u3002<\/li>\n<\/ul>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-80069\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/06\/Loop-Engineering-19-1.png\"  alt=\"\" width=\"678\" height=\"381\" \/> <\/p>\n<ul>\n<li><strong>\u5de5\u5177\u63a5\u53e3<\/strong>\uff1a\u901a\u8fc7MCP\uff08Model Context Protocol\uff09\u4e0eA2A\uff08Agent-to-Agent\uff09\u6807\u51c6\u5316\u534f\u8bae\uff0c\u89e3\u51b3\u6a21\u578b\u65e0\u6cd5\u76f4\u63a5\u64cd\u4f5c\u8f6f\u4ef6\u754c\u9762\u3001API\u3001\u547d\u4ee4\u884c\u7684\u95ee\u9898\u3002<\/li>\n<li><strong>\u8bb0\u5fc6\u7ba1\u7406<\/strong>\uff1a\u6784\u5efa\u77ed\u671f\u4e0a\u4e0b\u6587\uff08\u5de5\u4f5c\u5185\u5b58\uff09\u3001\u4e2d\u671f\u4f1a\u8bdd\u8bb0\u5fc6\uff08\u4f1a\u8bdd\u7ea7\u7f13\u5b58\uff09\u3001\u957f\u671f\u6301\u4e45\u8bb0\u5fc6\uff08\u5411\u91cf\/\u56fe\u6570\u636e\u5e93\uff09\u4e09\u5c42\u4f53\u7cfb\u3002<\/li>\n<li><strong>\u751f\u547d\u5468\u671f\u7f16\u6392<\/strong>\uff1a\u5355\u667a\u80fd\u4f53\u5faa\u73af\uff08ReAct\uff1a\u601d\u8003-\u884c\u52a8-\u89c2\u5bdf-\u53cd\u601d\uff09\u3001\u591a\u667a\u80fd\u4f53\u7f16\u6392\uff08\u89c4\u5212\u8005-\u6267\u884c\u8005-\u8bc4\u5ba1\u8005\u5206\u5de5\uff09\u3001\u5168\u6d41\u7a0b\u7ba1\u7ebf\uff08GitHub Issue\u2192\u5f00\u53d1\u2192\u6d4b\u8bd5\u2192PR\uff09\u3002<\/li>\n<li><strong>\u53ef\u89c2\u6d4b\u6027<\/strong>\uff1a\u94fe\u8def\u8ffd\u8e2a\uff08\u6a21\u578b\/\u5de5\u5177\/\u4e0a\u4e0b\u6587\u53d8\u5316\uff09\u3001\u6210\u672c\u4e0e\u6027\u80fd\u76d1\u63a7\uff08Token\u6d88\u8017\u3001\u63a8\u7406\u5ef6\u8fdf\uff09\u3001\u6545\u969c\u8fd0\u7ef4\uff08\u5faa\u73af\u8c03\u7528\u3001\u73af\u5883\u5f02\u5e38\u3001\u63a8\u7406\u5931\u6548\uff09\u3002<\/li>\n<li><strong>\u9a8c\u8bc1\u4e0e\u8bc4\u4f30<\/strong>\uff1a\u4ece\u53ea\u770b\u6700\u7ec8\u5206\u6570\u5347\u7ea7\u4e3a\u5168\u8fc7\u7a0b\u8d28\u68c0\uff0c\u6db5\u76d6\u4efb\u52a1\u5b9a\u4e49\u3001\u8fd0\u884c\u524d\u6821\u9a8c\u3001\u94fe\u8def\u91c7\u96c6\u3001\u591a\u7ef4\u5ea6\u8bc4\u5224\uff08\u7ed3\u679c\/\u5de5\u5177\u5408\u7406\u6027\/\u6548\u7387\/\u5408\u89c4\uff09\u3001\u56de\u5f52\u8fed\u4ee3\u3002<\/li>\n<li><strong>\u6cbb\u7406\u4e0e\u5b89\u5168<\/strong>\uff1a\u6743\u9650\u7ba1\u63a7\uff08\u6587\u4ef6\/\u7f51\u7edc\/\u5de5\u5177\u7cbe\u7ec6\u6388\u6743\uff09\u3001\u6267\u884c\u94a9\u5b50\uff08\u524d\u540e\u68c0\u67e5\u70b9\u3001\u62e6\u622a\u8fdd\u89c4\uff09\u3001\u7ec4\u4ef6\u52a0\u56fa\uff08\u9632\u6c99\u7bb1\u9003\u9038\u3001\u9632\u63d0\u793a\u6ce8\u5165\uff09\u3001\u5ba1\u8ba1\u4e0e\u5408\u89c4\u3002<\/li>\n<li><strong>\u4e09\u5143\u6096\u8bba<\/strong>\uff1a\u8d28\u91cf\u3001\u901f\u5ea6\u3001\u6210\u672c\u4e09\u8005\u6b64\u6d88\u5f7c\u957f\uff0c\u9700\u6309\u573a\u666f\u53d6\u820d\u3002<\/li>\n<\/ul>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-80070\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/06\/Loop-Engineering-20-1.png\"  alt=\"\" width=\"678\" height=\"381\" \/> <\/p>\n<h2>Loop Engineering\u2014\u2014\u5faa\u73af\u7684\u8bbe\u8ba1\u4e0e\u81ea\u4e3b\u6267\u884c<\/h2>\n<ul>\n<li><strong>\u6838\u5fc3\u8f6c\u53d8<\/strong>\uff1a\u4ece\u4eba\u4e0d\u65ad\u624b\u52a8\u9a71\u52a8\u667a\u80fd\u4f53\u6f14\u8fdb\u4e3a\u4eba\u8bbe\u8ba1\u5faa\u73af\uff0c\u5faa\u73af\u81ea\u52a8\u9a71\u52a8\u667a\u80fd\u4f53\u3002<\/li>\n<li><strong>\u5916\u5faa\u73af\u4e0e\u5185\u5faa\u73af<\/strong>\uff1a\u5916\u5faa\u73af\u51b3\u5b9a\u8981\u4e0d\u8981\u542f\u52a8\u4e0b\u4e00\u8f6e\uff0c\u5185\u5faa\u73af\u8d1f\u8d23\u8fd9\u4e00\u8f6e\u91cc\u600e\u4e48\u505a\u3002<\/li>\n<li><strong>\u516d\u5927\u7ec4\u4ef6<\/strong>\uff1a\n<ul>\n<li><strong>Automations<\/strong>\uff1a\u5b9a\u65f6\u89e6\u53d1\u3001\u626b\u63cf\u72b6\u6001\u3001\u603b\u7ed3\u5931\u8d25\u3002<\/li>\n<li><strong>Worktrees<\/strong>\uff1a\u9694\u79bb\u5e76\u884c\u4efb\u52a1\uff0c\u907f\u514d\u591a\u667a\u80fd\u4f53\u6587\u4ef6\u8986\u76d6\u4e0e\u4ee3\u7801\u51b2\u7a81\u3002<\/li>\n<li><strong>Skills<\/strong>\uff1a\u901a\u8fc7SKILL.md\u6c89\u6dc0\u9879\u76ee\u77e5\u8bc6\uff08\u89c4\u8303\u3001\u6d41\u7a0b\u3001\u8e29\u5751\uff09\uff0c\u4e00\u6b21\u914d\u7f6e\u6301\u7eed\u590d\u7528\u3002<\/li>\n<li><strong>Plugins &#038; Connectors<\/strong>\uff1a\u901a\u8fc7MCP\u8fde\u63a5\u5de5\u5355\u7cfb\u7edf\u3001\u6570\u636e\u5e93\u3001Slack\u3001CI\u3001API\u7b49\u771f\u5b9e\u73af\u5883\u3002<\/li>\n<li><strong>Sub-Agents<\/strong>\uff1a\u89d2\u8272\u62c6\u5206\uff08\u63a2\u7d22\u3001\u5f00\u53d1\u3001\u5ba1\u6838\u3001\u6821\u9a8c\uff09\uff0c\u89e3\u51b3\u81ea\u5ba1\u76f2\u533a\uff0c\u5b9e\u73b0\u4ea4\u53c9\u9a8c\u8bc1\u3002<\/li>\n<li><strong>Memory<\/strong>\uff1a\u5916\u90e8\u6301\u4e45\u5316\u8bb0\u5fc6\uff08Markdown\/\u4efb\u52a1\u770b\u677f\/\u72b6\u6001\u6587\u4ef6\uff09\uff0c\u89e3\u51b3\u91cd\u542f\u540e\u9057\u5fd8\uff0c\u5b9e\u73b0\u8de8\u5faa\u73af\u65e0\u7f1d\u5ef6\u7eed\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u81ea\u52a8\u5316\u4efb\u52a1<\/strong>\uff1a\u5bf9\u6bd4\u5355\u6b21AI\u6267\u884c\uff0cLoop\u652f\u6301\u6309\u9891\u7387\u91cd\u590d\uff08\/loop\uff09\u6216\u76f4\u5230\u6ee1\u8db3\u6761\u4ef6\uff08\/goal\uff09\uff0c\u914d\u5408\u72ec\u7acb\u6821\u9a8c\u6a21\u578b\u786e\u4fdd\u7ed3\u679c\u53ef\u4fe1\u3002<\/li>\n<li><strong>\u5b9e\u8df5\u6620\u5c04<\/strong>\uff1aCodex\u5185\u7f6eWorktree\u652f\u6301\u591a\u7ebf\u7a0b\u5e76\u884c\uff1bClaude Code\u652f\u6301\u72ec\u7acb\u5de5\u4f5c\u76ee\u5f55\u3001\u5b50\u667a\u80fd\u4f53\u9694\u79bb\u4e0e\u4efb\u52a1\u540e\u81ea\u52a8\u6e05\u7406\u3002<\/li>\n<\/ul>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-80071\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/06\/Loop-Engineering-21-1.png\"  alt=\"\" width=\"678\" height=\"381\" \/> <\/p>\n<h2>\u603b\u7ed3\u4e0e\u672a\u6765\u5c55\u671b<\/h2>\n<ul>\n<li><strong>\u56db\u5927\u5de5\u7a0b\u4e00\u53e5\u8bdd\u603b\u7ed3<\/strong>\uff1aPrompt\u89e3\u51b3\u600e\u4e48\u95ee\uff0cContext\u89e3\u51b3\u8ba9AI\u770b\u5230\u4ec0\u4e48\uff0cHarness\u89e3\u51b3AI\u5728\u4ec0\u4e48\u73af\u5883\u91cc\u5de5\u4f5c\uff0cLoop\u89e3\u51b3AI\u505a\u5b8c\u4e00\u6b65\u540e\u600e\u4e48\u529e\u3002<\/li>\n<li><strong>\u4e09\u9636\u6bb5\u6f14\u8fdb<\/strong>\uff1a\u9636\u6bb51\u6307\u4ee4\u9a71\u52a8\uff08Prompt 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src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2026\/02\/juzi.png\"  alt=\"\" width=\"256\" height=\"256\" \/> <\/p>\n<p style=\"text-align: center;\"><strong>\u626b\u7801\u5173\u6ce8\u516c\u4f17\u53f7\uff0c\u56de\u590d\u53e3\u4ee4\uff1a<span style=\"color: #ff0000;\">20260619<\/span>\uff0c\u514d\u8d39\u9886\u53d6PDF\u62a5\u544a<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>\u300aPrompt \/Context\/Harness 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