{"id":273,"date":"2025-12-26T08:35:49","date_gmt":"2025-12-26T00:35:49","guid":{"rendered":"https:\/\/blog.jj.mr\/?p=273"},"modified":"2025-12-26T08:35:49","modified_gmt":"2025-12-26T00:35:49","slug":"%e3%80%90%e8%bd%ac%e8%bd%bd%e3%80%91%e3%80%90%e5%bc%80%e6%ba%90%e3%80%91%e5%88%a9%e7%94%a8claude-code-agent%e6%a1%86%e6%9e%b6%e4%b8%80%e6%ad%a5%e4%b8%80%e6%ad%a5%e5%ae%9e%e7%8e%b0deep-research","status":"publish","type":"post","link":"https:\/\/blog.jj.mr\/index.php\/2025\/12\/26\/%e3%80%90%e8%bd%ac%e8%bd%bd%e3%80%91%e3%80%90%e5%bc%80%e6%ba%90%e3%80%91%e5%88%a9%e7%94%a8claude-code-agent%e6%a1%86%e6%9e%b6%e4%b8%80%e6%ad%a5%e4%b8%80%e6%ad%a5%e5%ae%9e%e7%8e%b0deep-research\/","title":{"rendered":"\u3010\u8f6c\u8f7d\u3011\u3010\u5f00\u6e90\u3011\u5229\u7528claude code agent\u6846\u67b6\u4e00\u6b65\u4e00\u6b65\u5b9e\u73b0deep research\uff01\u5f88\u5f3a\u5927\u5f88\u7b80\u5355\u7684skills"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\" style=\"\n  margin:0 0 10px 0;\n  padding:7px 10px;\n  background:#f6f7f9;\n  border-left:3px solid #94a3b8;\n  border-radius:6px;\n  font-size:13.5px;\n  color:#475569;\n  line-height:1.7;\n\">\n  \u672c\u6587\u4e3a\u8f6c\u8f7d\u5185\u5bb9\uff0c\u4fdd\u7559\u539f\u5e16\u89c2\u70b9\u4e0e\u7ed3\u6784\uff1b\u5982\u6709\u4fb5\u6743\u8bf7\u8054\u7cfb\u6211\u5904\u7406\u3002\n<\/p>\n<h3 dir=\"auto\"><a name=\"p-11687152-linuxdoagent-1\" class=\"anchor\" href=\"#p-11687152-linuxdoagent-1\" aria-label=\"\u6807\u9898\u94fe\u63a5\"><\/a>\u8fc7\u53bb\u6211\u5728linuxdo\u5199\u4e86\u4e00\u4e9bagent\u76f8\u5173\u6587\u7ae0\uff1a<\/h3>\n<aside class=\"quote\" data-post=\"42\" data-topic=\"998433\" data-expanded=\"false\">\n    \n  \n        \n      <div class=\"title\" data-has-quote-controls=\"\" data-can-toggle-quote=\"\">\n    \n    <figure style=\"margin: 16px auto; text-align: center;\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" width=\"24\" height=\"24\" src=\"https:\/\/blog.jj.mr\/wp-content\/uploads\/2025\/12\/689346_2.jpg\" class=\"avatar\" style=\"max-width: 100%; height: auto; border-radius: 6px;\"><\/figure>\n    <div class=\"quote-title__text-content\">\n      <a href=\"https:\/\/linux.do\/t\/topic\/998433\/42\">\u522b\u5fd8\u4e86\uff01claude code\u4e5f\u662fagent\u6846\u67b6\uff0c\u6211\u6539\u9020claude code\u641e\u4e00\u4e2a\u6570\u636e\u5206\u6790\u667a\u80fd\u4f53AI-\u8bd5\u8bd5\u770b\uff1a\u8ba9\u6570\u636e\u5206\u6790\u53d8\u5f97\u50cf\u804a\u5929\u4e00\u6837\u7b80\u5355<\/a> <a class=\"badge-category__wrapper \" href=\"\/c\/develop\/4\"><span data-category-id=\"4\" style=\"--category-badge-color: #32c3c3; --category-badge-text-color: #000000;\" data-drop-close=\"true\" class=\"badge-category --style-icon \" title=\"\u6b64\u7248\u5757\u5305\u542b\u5f00\u53d1\u3001\u6d4b\u8bd5\u3001\u8c03\u8bd5\u3001\u90e8\u7f72\u3001\u4f18\u5316\u3001\u5b89\u5168\u7b49\u65b9\u9762\u7684\u5185\u5bb9\u3002\"><svg class=\"fa d-icon svg-icon svg-node\" aria-hidden=\"true\"><svg id=\"code\" viewBox=\"0 0 640 512\">\n  <path d=\"M392.8 1.2c-17-4.9-34.7 5-39.6 22l-128 448c-4.9 17 5 34.7 22 39.6s34.7-5 39.6-22l128-448c4.9-17-5-34.7-22-39.6zm80.6 120.1c-12.5 12.5-12.5 32.8 0 45.3L562.7 256l-89.4 89.4c-12.5 12.5-12.5 32.8 0 45.3s32.8 12.5 45.3 0l112-112c12.5-12.5 12.5-32.8 0-45.3l-112-112c-12.5-12.5-32.8-12.5-45.3 0zm-306.7 0c-12.5-12.5-32.8-12.5-45.3 0l-112 112c-12.5 12.5-12.5 32.8 0 45.3l112 112c12.5 12.5 32.8 12.5 45.3 0s12.5-32.8 0-45.3L77.3 256l89.4-89.4c12.5-12.5 12.5-32.8 0-45.3z\"><\/path>\n<\/svg><\/svg>\n<span class=\"badge-category__name\">\u5f00\u53d1\u8c03\u4f18<\/span><\/span><\/a>\n    <\/div>\n  <\/div>\n      <blockquote id=\"quote-id-998433-42-0\">\n    <div class=\"post__contents-cooked-quote\">\n    \u53d1\u65b0\u7248\u672c\u5566\uff0c\u6b22\u8fce\n  <\/div><!---->\n  <\/blockquote>\n    \n\n  <\/aside>\n<aside class=\"quote\" data-post=\"54\" data-topic=\"990976\" data-expanded=\"false\">\n    \n  \n        \n      <div class=\"title\" data-has-quote-controls=\"\" data-can-toggle-quote=\"\">\n    \n    <figure style=\"margin: 16px auto; text-align: center;\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" width=\"24\" height=\"24\" src=\"https:\/\/blog.jj.mr\/wp-content\/uploads\/2025\/12\/5_c16b2ee14fe83ed9a59fc65fbec00f85-1.png\" class=\"avatar\" style=\"max-width: 100%; height: auto; border-radius: 6px;\"><\/figure>\n    <div class=\"quote-title__text-content\">\n      <a href=\"https:\/\/linux.do\/t\/topic\/990976\/54\">\u542c\u529d\uff01\u8fd9\u6b21\u6539\u9020\u4e3a\u6700\u7b80\u6d01\u7684\u7092\u80a1\u667a\u80fd\u4f53Agent,\u53ef\u4ee5\u7092\u7f8e\u80a1\u7092A\u80a1\u7092\u6e2f\u80a1<\/a> <a class=\"badge-category__wrapper \" href=\"\/c\/develop\/4\"><span data-category-id=\"4\" style=\"--category-badge-color: #32c3c3; --category-badge-text-color: #000000;\" data-drop-close=\"true\" class=\"badge-category --style-icon \" title=\"\u6b64\u7248\u5757\u5305\u542b\u5f00\u53d1\u3001\u6d4b\u8bd5\u3001\u8c03\u8bd5\u3001\u90e8\u7f72\u3001\u4f18\u5316\u3001\u5b89\u5168\u7b49\u65b9\u9762\u7684\u5185\u5bb9\u3002\"><svg class=\"fa d-icon svg-icon svg-node\" aria-hidden=\"true\"><svg id=\"code\" viewBox=\"0 0 640 512\">\n  <path d=\"M392.8 1.2c-17-4.9-34.7 5-39.6 22l-128 448c-4.9 17 5 34.7 22 39.6s34.7-5 39.6-22l128-448c4.9-17-5-34.7-22-39.6zm80.6 120.1c-12.5 12.5-12.5 32.8 0 45.3L562.7 256l-89.4 89.4c-12.5 12.5-12.5 32.8 0 45.3s32.8 12.5 45.3 0l112-112c12.5-12.5 12.5-32.8 0-45.3l-112-112c-12.5-12.5-32.8-12.5-45.3 0zm-306.7 0c-12.5-12.5-32.8-12.5-45.3 0l-112 112c-12.5 12.5-12.5 32.8 0 45.3l112 112c12.5 12.5 32.8 12.5 45.3 0s12.5-32.8 0-45.3L77.3 256l89.4-89.4c12.5-12.5 12.5-32.8 0-45.3z\"><\/path>\n<\/svg><\/svg>\n<span class=\"badge-category__name\">\u5f00\u53d1\u8c03\u4f18<\/span><\/span><\/a>\n    <\/div>\n  <\/div>\n      <blockquote id=\"quote-id-990976-54-1\">\n    <div class=\"post__contents-cooked-quote\">\n    \u6709\u7a7a\u770b\u770b\n  <\/div><!---->\n  <\/blockquote>\n    \n\n  <\/aside>\n<aside class=\"quote\" data-post=\"92\" data-topic=\"957651\" data-expanded=\"false\">\n    \n  \n        \n      <div class=\"title\" data-has-quote-controls=\"\" data-can-toggle-quote=\"\">\n    \n    <figure style=\"margin: 16px auto; text-align: center;\"><img loading=\"lazy\" decoding=\"async\" alt=\"\" width=\"24\" height=\"24\" src=\"https:\/\/blog.jj.mr\/wp-content\/uploads\/2025\/12\/1200323_2.jpg\" class=\"avatar\" style=\"max-width: 100%; height: auto; border-radius: 6px;\"><\/figure>\n    <div class=\"quote-title__text-content\">\n      <a href=\"https:\/\/linux.do\/t\/topic\/957651\/92\">\u5f88\u591a\u4eba\u95eeAgent\u5b66\u4e60\u8def\u7ebf\u56fe\uff0c\u4f6c\u53cb\uff01github\u5f00\u6e90\u9879\u76ee\u6765\u5b66\u4e60Agent<\/a> <a class=\"badge-category__wrapper \" href=\"\/c\/develop\/4\"><span data-category-id=\"4\" style=\"--category-badge-color: #32c3c3; --category-badge-text-color: #000000;\" data-drop-close=\"true\" class=\"badge-category --style-icon \" title=\"\u6b64\u7248\u5757\u5305\u542b\u5f00\u53d1\u3001\u6d4b\u8bd5\u3001\u8c03\u8bd5\u3001\u90e8\u7f72\u3001\u4f18\u5316\u3001\u5b89\u5168\u7b49\u65b9\u9762\u7684\u5185\u5bb9\u3002\"><svg class=\"fa d-icon svg-icon svg-node\" aria-hidden=\"true\"><svg id=\"code\" viewBox=\"0 0 640 512\">\n  <path d=\"M392.8 1.2c-17-4.9-34.7 5-39.6 22l-128 448c-4.9 17 5 34.7 22 39.6s34.7-5 39.6-22l128-448c4.9-17-5-34.7-22-39.6zm80.6 120.1c-12.5 12.5-12.5 32.8 0 45.3L562.7 256l-89.4 89.4c-12.5 12.5-12.5 32.8 0 45.3s32.8 12.5 45.3 0l112-112c12.5-12.5 12.5-32.8 0-45.3l-112-112c-12.5-12.5-32.8-12.5-45.3 0zm-306.7 0c-12.5-12.5-32.8-12.5-45.3 0l-112 112c-12.5 12.5-12.5 32.8 0 45.3l112 112c12.5 12.5 32.8 12.5 45.3 0s12.5-32.8 0-45.3L77.3 256l89.4-89.4c12.5-12.5 12.5-32.8 0-45.3z\"><\/path>\n<\/svg><\/svg>\n<span class=\"badge-category__name\">\u5f00\u53d1\u8c03\u4f18<\/span><\/span><\/a>\n    <\/div>\n  <\/div>\n      <blockquote id=\"quote-id-957651-92-2\">\n    <div class=\"post__contents-cooked-quote\">\n    \u611f\u8c22\u4f6c\u53cb\uff0c\u5148\u6536\u85cf\n  <\/div><!---->\n  <\/blockquote>\n    \n\n  <\/aside>\n<p dir=\"auto\" style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">\n\u4e0d\u5c11\u4eba\u6709\u53cd\u9988\uff0c\u90a3\u4e48\u6211\u7ee7\u7eed\u5199\u54c8\uff01 \u4ecb\u7ecd\u4e00\u4e2a\u6211\u81ea\u5df1\u6700\u559c\u6b22\u7684\u65b0\u65b9\u6cd5\uff0c\u6211\u8ba4\u4e3a\u8fd9\u4e2a\u65b9\u6cd5\u624d\u662f\u771f\u6b63\u7684Agent\u667a\u80fd\u4f53\uff0c\u6211\u5c31\u662f\u7528\u5b83\u641e\u65b0\u9879\u76ee\u7684\uff1a<\/p>\n<h3 dir=\"auto\"><a name=\"p-11687152-claude-code-agent-2\" class=\"anchor\" href=\"#p-11687152-claude-code-agent-2\" aria-label=\"\u6807\u9898\u94fe\u63a5\"><\/a>\u5229\u7528claude code \u4f5c\u4e3aagent\u6846\u67b6\uff1a<\/h3>\n<aside class=\"onebox githubrepo\" data-onebox-src=\"https:\/\/github.com\/liangdabiao\/Claude-Code-Deep-Research-main\" dir=\"auto\">\n  <header class=\"source\">\n\n      <a href=\"https:\/\/github.com\/liangdabiao\/Claude-Code-Deep-Research-main\" target=\"_blank\" rel=\"noopener nofollow ugc\">github.com<\/a>\n  <\/header>\n\n  <article class=\"onebox-body\">\n    <div class=\"github-row\" data-github-private-repo=\"false\">\n  <figure style=\"margin: 16px auto; text-align: center;\"><img decoding=\"async\" width=\"690\" height=\"344\" src=\"https:\/\/blog.jj.mr\/wp-content\/uploads\/2025\/12\/a62b5149ec65be94354e33fe031d5a335a244f69_2_690x344.png\" class=\"thumbnail\" data-dominant-color=\"EBECEC\" loading=\"lazy\" style=\"aspect-ratio: 690 \/ 344; max-width: 100%; height: auto; border-radius: 6px;\"><\/figure>\n\n  <h3><a href=\"https:\/\/github.com\/liangdabiao\/Claude-Code-Deep-Research-main\" target=\"_blank\" rel=\"noopener nofollow ugc\" data-clicks=\"77\" aria-label=\"GitHub - liangdabiao\/Claude-Code-Deep-Research-main: \u5229\u7528claude code agent\u6846\u67b6\u4e00\u6b65\u4e00\u6b65\u5b9e\u73b0deep... \u94fe\u63a5\u5df2\u70b9\u51fb 77 \u6b21\">GitHub &#8211; liangdabiao\/Claude-Code-Deep-Research-main: \u5229\u7528claude code agent\u6846\u67b6\u4e00\u6b65\u4e00\u6b65\u5b9e\u73b0deep&#8230;<\/a><\/h3>\n\n    <p style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\"><span class=\"github-repo-description\">\u5229\u7528claude code agent\u6846\u67b6\u4e00\u6b65\u4e00\u6b65\u5b9e\u73b0deep research\uff01\u5f88\u5f3a\u5927\u5f88\u7b80\u5355\u7684skills\u3002\u6211\u4e00\u6b65\u4e00\u6b65\u4ecb\u7ecd\u5b9e\u73b0deep research\uff0c\u56e0\u4e3adeep research\u5c31\u662fagent\u6846\u67b6\u7b2c\u4e00\u5e94\u7528\uff0c\u5bf9\u6bd4\u4e00\u4e0b\u5404\u4e2a\u6846\u67b6\u5b9e\u73b0\u8fd9\u4e2adeep research\uff0c\u5c31\u77e5\u9053\u54ea\u4e2a\u6846\u67b6\u624d\u662f\u771f\u5389\u5bb3\u3002<\/span><\/p>\n<\/div>\n\n  <\/article>\n\n  \n\n  \n<\/aside>\n\n<p dir=\"auto\" style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">\u5229\u7528claude code agent\u6846\u67b6\u4e00\u6b65\u4e00\u6b65\u5b9e\u73b0deep research\uff01\u5229\u7528\u597d\u5f88\u5f3a\u5927\u5f88\u7b80\u5355\u7684skills<\/p>\n<p dir=\"auto\" style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">##<span class=\"hashtag-raw\">#\u4e0b\u9762\u6211\u4e00\u6b65\u4e00\u6b65\u5c55\u793a\u600e\u6837\u641e\u51fa\u6765<\/span>\uff1a<\/p>\n<p dir=\"auto\" style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\"><p style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">\u4ec0\u4e48\u662fagent\u6846\u67b6\uff1f\u4e3a\u4ec0\u4e48CC\u53ef\u80fd\u624d\u662f\u6700\u4f73agent\u6846\u67b6\uff1f<\/p><p style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">\u4f8b\u5982\u4e0b\u9762\u5c31\u662fcrewAI agent\u6846\u67b6\u7684\u4ecb\u7ecd\uff0c\u6838\u5fc3\u5c31\u662f\u8fd9\u4e9b\uff0c\u601d\u8003\u4e00\u4e0b\uff0cCC\u5168\u90e8\u90fd\u6709\uff0c\u800c\u4e14\u66f4\u5f3a\u592710\u500d\uff0c\u6240\u4ee5\u51e0\u4e2a\u6708\u524d\u6211\u5c31\u5229\u7528CC\u641e\u6570\u636e\u5206\u6790\uff0c\u5b8c\u5168\u5f88\u597d\u7528\uff1a<\/p><\/p><div class=\"lightbox-wrapper\" dir=\"auto\"><a class=\"lightbox\" href=\"https:\/\/linux.do\/uploads\/default\/original\/4X\/f\/c\/b\/fcb7156844ca4586dfaa3e7b90eff9ec4296e500.png\" data-download-href=\"https:\/\/linux.do\/uploads\/default\/fcb7156844ca4586dfaa3e7b90eff9ec4296e500\" title=\"image\"><figure style=\"margin: 16px auto; text-align: center;\"><img decoding=\"async\" src=\"https:\/\/blog.jj.mr\/wp-content\/uploads\/2025\/12\/fcb7156844ca4586dfaa3e7b90eff9ec4296e500_2_618x500.png\" alt=\"image\" data-base62-sha1=\"A3CzNxJmZ1QRhwPcCF438UORozK\" width=\"618\" height=\"500\" srcset=\"https:\/\/linux.do\/uploads\/default\/optimized\/4X\/f\/c\/b\/fcb7156844ca4586dfaa3e7b90eff9ec4296e500_2_618x500.png, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/f\/c\/b\/fcb7156844ca4586dfaa3e7b90eff9ec4296e500_2_927x750.png 1.5x, https:\/\/linux.do\/uploads\/default\/original\/4X\/f\/c\/b\/fcb7156844ca4586dfaa3e7b90eff9ec4296e500.png 2x\" data-dominant-color=\"EFEFF0\" loading=\"lazy\" style=\"aspect-ratio: 618 \/ 500; max-width: 100%; height: auto; border-radius: 6px;\"><\/figure><\/a><\/div>\n<p dir=\"auto\" style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">CC\u641e\u6570\u636e\u5206\u6790\uff1a<a href=\"https:\/\/github.com\/liangdabiao\/claude-data-analysis-ultra-main\" class=\"inline-onebox\" rel=\"noopener nofollow ugc\" data-clicks=\"23\" aria-label=\"GitHub - liangdabiao\/claude-data-analysis-ultra-main: \u8ba9\u5c0f\u767d\u90fd\u53ef\u4ee5\u4e00\u952e\u8fdb\u884c\u6570\u636e\u5206\u6790\uff0c\u641e\u4e92\u8054\u7f51\u7684\uff0c\u641e\u7535\u5546\u7684\uff0c\u641e\u5404\u79cd\u5404\u6837\u7684\uff0c\u90a3\u4e48\u5176\u5b9e\u5c31\u4f1a\u7528\u5230 \u4e92\u8054\u7f51\u7684\u6570\u636e\u5206\u6790\uff0c \u4f8b\u5982\u4e92\u8054\u7f51\u4f1a\u5173\u5fc3 \u62c9\u65b0\uff0c\u7559\u5b58\uff0c\u4fc3\u6d3b\uff0c\u63a8\u8350\uff0c\u8f6c\u5316\uff0cA\/B test, \u7528\u6237\u5206\u6790 \u7b49\u7b49\u5f88\u591a\u6709\u7528\u7684\u6570\u636e\u5206\u6790\u3002 \u547d\u4ee4\u5c31\u662f\u201c\/do-more\u201d. \u94fe\u63a5\u5df2\u70b9\u51fb 23 \u6b21\">GitHub &#8211; liangdabiao\/claude-data-analysis-ultra-main: \u8ba9\u5c0f\u767d\u90fd\u53ef\u4ee5\u4e00\u952e\u8fdb\u884c\u6570\u636e\u5206\u6790\uff0c\u641e\u4e92\u8054\u7f51\u7684\uff0c\u641e\u7535\u5546\u7684\uff0c\u641e\u5404\u79cd\u5404\u6837\u7684\uff0c\u90a3\u4e48\u5176\u5b9e\u5c31\u4f1a\u7528\u5230 \u4e92\u8054\u7f51\u7684\u6570\u636e\u5206\u6790\uff0c \u4f8b\u5982\u4e92\u8054\u7f51\u4f1a\u5173\u5fc3 \u62c9\u65b0\uff0c\u7559\u5b58\uff0c\u4fc3\u6d3b\uff0c\u63a8\u8350\uff0c\u8f6c\u5316\uff0cA\/B test, \u7528\u6237\u5206\u6790 \u7b49\u7b49\u5f88\u591a\u6709\u7528\u7684\u6570\u636e\u5206\u6790\u3002 \u547d\u4ee4\u5c31\u662f\u201c\/do-more\u201d.<\/a><\/p>\n<h3 dir=\"auto\"><a name=\"p-11687152-cc-3\" class=\"anchor\" href=\"#p-11687152-cc-3\" aria-label=\"\u6807\u9898\u94fe\u63a5\"><\/a>CC\u5f00\u53d1\u7684\u6838\u5fc3\uff1a<\/h3>\n<div class=\"lightbox-wrapper\" dir=\"auto\"><a class=\"lightbox\" href=\"https:\/\/linux.do\/uploads\/default\/original\/4X\/6\/0\/5\/60502ff32cbe042f81e07569da46162d9e9636e3.png\" data-download-href=\"https:\/\/linux.do\/uploads\/default\/60502ff32cbe042f81e07569da46162d9e9636e3\" title=\"image\"><figure style=\"margin: 16px auto; text-align: center;\"><img decoding=\"async\" src=\"https:\/\/blog.jj.mr\/wp-content\/uploads\/2025\/12\/60502ff32cbe042f81e07569da46162d9e9636e3.png\" alt=\"image\" data-base62-sha1=\"dK1DxcFKCL3iCSxQmaqQLeApEMH\" width=\"384\" height=\"468\" loading=\"lazy\" style=\"aspect-ratio: 384 \/ 468; max-width: 100%; height: auto; border-radius: 6px;\"><\/figure><\/a><\/div><p style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">subagent, commands, skills \u8fd9\u4e9b\u5c31\u662f\u5f00\u53d1CC\u667a\u80fd\u4f53\u7684\u6838\u5fc3\uff0c\u90fd\u662f\u5199markdown\u5c31\u53ef\u4ee5\u3002<\/p><p style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">\u7b80\u7ea6\u4e0d\u7b80\u5355\uff0c\u975e\u5e38\u5f3a\u5927\uff0c\u96be\u4ee5\u7f6e\u4fe1\uff0c\u5f00\u53d1\u5b83\u597d\u50cf\u641e\u5916\u661f\u4eba\u4e00\u6837\uff0c\u6216\u8005\u8bf4\u4eba\u9020\u4eba\u4e00\u6837\u3002<\/p><p style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">\u4e0b\u9762\u6211\u4e00\u6b65\u4e00\u6b65\u4ecb\u7ecd\u5b9e\u73b0deep research\uff0c\u56e0\u4e3adeep research\u5c31\u662fagent\u6846\u67b6\u7b2c\u4e00\u5e94\u7528\uff0c\u5bf9\u6bd4\u4e00\u4e0b\u5404\u4e2a\u6846\u67b6\u5b9e\u73b0\u8fd9\u4e2adeep research\uff0c\u5c31\u77e5\u9053\u54ea\u4e2a\u6846\u67b6\u624d\u662f\u771f\u5389\u5bb3\u3002<\/p><p dir=\"auto\" style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\"><strong>deep-research.md<\/strong><\/p>\n<pre dir=\"auto\" class=\"codeblock-buttons\"><code class=\"lang-auto\">---\ndescription: \u5bf9\u6307\u5b9a\u4e3b\u9898\u6267\u884c\u5b8c\u6574\u7684\u6df1\u5ea6\u7814\u7a76\u6d41\u7a0b\uff0c\u4ece\u95ee\u9898\u7ec6\u5316\u5230\u6700\u7ec8\u62a5\u544a\u751f\u6210\nargument-hint: [\u7814\u7a76\u4e3b\u9898\u6216\u95ee\u9898]\nallowed-tools: Task, WebSearch, WebFetch, mcp__web_reader__webReader, Read, Write, TodoWrite\n---\n\n# Deep Research\n\nExecute comprehensive deep research on the given topic using the 7-phase research methodology and Graph of Thoughts framework.\n\n## Topic\n\n$ARGUMENTS\n\n## Research Workflow\n\nThis command will execute the following steps:\n\n### Step 1: Question Refinement\nUse the **question-refiner** skill to ask clarifying questions and generate a structured research prompt.\n\n### Step 2: Research Planning\nBreak down the research topic into 3-7 subtopics and create a detailed execution plan.\n\n### Step 3: Multi-Agent Research\nDeploy multiple parallel research agents to gather information from different sources:\n- Web Research Agents (3-5 agents): Current information, trends, news\n- Academic\/Technical Agent (1-2 agents): Research papers, technical specifications\n- Cross-Reference Agent (1 agent): Fact-checking and verification\n\n<\/code><\/pre>\n<p dir=\"auto\" style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">\u547d\u4ee4\u544a\u8bc9AI\u600e\u6837workflow\uff0c\u600e\u6837\u8c03\u7528tools\uff0cskills\u3002<\/p>\n<h2 dir=\"auto\"><a name=\"p-11687152-skills-commandsskillsresearch-planning-with-graph-of-thoughts-deep-researchmarkdown-skillai-4\" class=\"anchor\" href=\"#p-11687152-skills-commandsskillsresearch-planning-with-graph-of-thoughts-deep-researchmarkdown-skillai-4\" aria-label=\"\u6807\u9898\u94fe\u63a5\"><\/a><strong>\u591a\u4e2askills<\/strong>\n\ncommands\u662f\u547d\u4ee4\u6b65\u9aa4\uff0c\u800cskills\u662f\u6bcf\u4e00\u4e2a\u6b65\u9aa4\u7684\u5177\u4f53\u903b\u8f91\uff0c\u4f8b\u5982\uff1aResearch planning with Graph-of-Thoughts \u903b\u8f91\u3002\u5982\u4e0b\uff0c\u6211\u628adeep research\u7684\u7406\u8bba\u548c\u5177\u4f53\u7ec6\u8282\u90fd\u5199\u6210markdown skill\u3002AI\u4f1a\u53c2\u8003\u6765\u5de5\u4f5c\u3002<\/h2>\n<p dir=\"auto\" style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">name: research-executor<\/p>\n<p dir=\"auto\" style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">description: \u6267\u884c\u5b8c\u6574\u7684 7 \u9636\u6bb5\u6df1\u5ea6\u7814\u7a76\u6d41\u7a0b\u3002\u63a5\u6536\u7ed3\u6784\u5316\u7814\u7a76\u4efb\u52a1\uff0c\u81ea\u52a8\u90e8\u7f72\u591a\u4e2a\u5e76\u884c\u7814\u7a76\u667a\u80fd\u4f53\uff0c\u751f\u6210\u5e26\u5b8c\u6574\u5f15\u7528\u7684\u7efc\u5408\u7814\u7a76\u62a5\u544a\u3002\u5f53\u7528\u6237\u6709\u7ed3\u6784\u5316\u7684\u7814\u7a76\u63d0\u793a\u8bcd\u65f6\u4f7f\u7528\u6b64\u6280\u80fd\u3002<\/p>\n<hr>\n<pre dir=\"auto\" class=\"codeblock-buttons\"><code class=\"lang-auto\">claude-code-deep-research\/\n\u251c\u2500\u2500 .claude\/\n\u2502   \u251c\u2500\u2500 skills\/                    # Skills definitions\n\u2502   \u2502   \u251c\u2500\u2500 question-refiner\/      # Question refinement skill\n\u2502   \u2502   \u2502   \u251c\u2500\u2500 skill.json\n\u2502   \u2502   \u2502   \u251c\u2500\u2500 instructions.md\n\u2502   \u2502   \u2502   \u2514\u2500\u2500 examples.md\n\u2502   \u2502   \u251c\u2500\u2500 research-executor\/     # Main research execution skill\n\u2502   \u2502   \u2502   \u251c\u2500\u2500 skill.json\n\u2502   \u2502   \u2502   \u251c\u2500\u2500 instructions.md\n\u2502   \u2502   \u2502   \u2514\u2500\u2500 examples.md\n\u2502   \u2502   \u251c\u2500\u2500 got-controller\/        # Graph of Thoughts controller\n\u2502   \u2502   \u2502   \u251c\u2500\u2500 skill.json\n\u2502   \u2502   \u2502   \u251c\u2500\u2500 instructions.md\n\u2502   \u2502   \u2502   \u2514\u2500\u2500 examples.md\n\u2502   \u2502   \u251c\u2500\u2500 citation-validator\/    # Citation validation skill\n\u2502   \u2502   \u2502   \u251c\u2500\u2500 skill.json\n\u2502   \u2502   \u2502   \u251c\u2500\u2500 instructions.md\n\u2502   \u2502   \u2502   \u2514\u2500\u2500 examples.md\n\u2502   \u2502   \u2514\u2500\u2500 synthesizer\/           # Research synthesis skill\n\u2502   \u2502       \u251c\u2500\u2500 skill.json\n\u2502   \u2502       \u251c\u2500\u2500 instructions.md\n\u2502   \u2502       \u2514\u2500\u2500 examples.md\n\u2502   \u2514\u2500\u2500 commands\/                  # User-facing commands\n\u2502       \u251c\u2500\u2500 deep-research\/         # Main deep research command\n\u2502       \u251c\u2500\u2500 refine-question\/       # Question refinement command\n\u2502       \u251c\u2500\u2500 plan-research\/         # Research planning command\n\u2502       \u251c\u2500\u2500 validate-citations\/    # Citation validation command\n\u2502       \u2514\u2500\u2500 synthesize-findings\/   # Synthesis command\n<\/code><\/pre>\n<p dir=\"auto\" style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">\u5982\u679c\u4f60\u7684\u4efb\u52a1\u5f88\u590d\u6742\uff0c\u90a3\u4e48\u5c31\u9700\u8981\u505a\u591a\u4e2aAI\u5458\u5de5\uff0c\u5206\u5de5\u5408\u4f5c\u5b8c\u6210\uff0c\u90a3\u5c31\u662fsubagent\u3002\u6211\u8fd9\u91cc\u4e0d\u8981\uff0c\u56e0\u4e3a\u591a\u4e2asubagent\u5c31\u4f1a\u5e26\u6765\u6c9f\u901a\u6210\u672c\u3002\u4e00\u4e2aagent\u5c31\u4e0d\u9700\u8981\u4e0a\u4e0b\u6587\u7684\u5904\u7406\u3002<\/p>\n<h3 dir=\"auto\"><a name=\"p-11687152-h-5\" class=\"anchor\" href=\"#p-11687152-h-5\" aria-label=\"\u6807\u9898\u94fe\u63a5\"><\/a>\u8fd0\u884c\u8d77\u6765<\/h3>\n<p dir=\"auto\" style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\"><p style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">CC\u8fd0\u884c\u8d77\u6765\u592a\u7b80\u5355\uff0c\u5c31\u662f\u4f60\u81ea\u5df1\u505a\u7684command\u547d\u4ee4\uff1a<\/p><p style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">\u8fd9\u91cc\u5c31\u662f \uff1a<\/p><\/p>\n<blockquote dir=\"auto\">\n<p style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">\/deep-research Michael Jackson \u5728\u4e2d\u56fd\u7684\u6d41\u884c<\/p>\n<\/blockquote>\n<p dir=\"auto\" style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">\u5c31\u8fd9\u6837\u5c31\u53ef\u4ee5\u5168\u81ea\u52a8\u5316\u5b8c\u6210\u5de5\u4f5c\u4e86\uff0c\u4e0b\u9762\u5c55\u793a\u8fc7\u7a0b\uff1a<\/p>\n<div class=\"lightbox-wrapper\" dir=\"auto\"><a class=\"lightbox\" href=\"https:\/\/linux.do\/uploads\/default\/original\/4X\/4\/e\/1\/4e104b11490d82a616861669f61099e9ff839348.png\" data-download-href=\"https:\/\/linux.do\/uploads\/default\/4e104b11490d82a616861669f61099e9ff839348\" title=\"image\"><figure style=\"margin: 16px auto; text-align: center;\"><img decoding=\"async\" src=\"https:\/\/blog.jj.mr\/wp-content\/uploads\/2025\/12\/4e104b11490d82a616861669f61099e9ff839348_2_690x368.png\" alt=\"image\" data-base62-sha1=\"b8A9lCcXAtYIO7TwIYCCWEYadFS\" width=\"690\" height=\"368\" srcset=\"https:\/\/linux.do\/uploads\/default\/optimized\/4X\/4\/e\/1\/4e104b11490d82a616861669f61099e9ff839348_2_690x368.png, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/4\/e\/1\/4e104b11490d82a616861669f61099e9ff839348_2_1035x552.png 1.5x, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/4\/e\/1\/4e104b11490d82a616861669f61099e9ff839348_2_1380x736.png 2x\" data-dominant-color=\"141313\" loading=\"lazy\" style=\"aspect-ratio: 690 \/ 368; max-width: 100%; height: auto; border-radius: 6px;\"><\/figure><\/a><\/div>\n\n<div class=\"lightbox-wrapper\" dir=\"auto\"><a class=\"lightbox\" href=\"https:\/\/linux.do\/uploads\/default\/original\/4X\/3\/d\/a\/3da79edaaac869233bda5d6ba5538e20d6b3a7db.png\" data-download-href=\"https:\/\/linux.do\/uploads\/default\/3da79edaaac869233bda5d6ba5538e20d6b3a7db\" title=\"image\"><figure style=\"margin: 16px auto; text-align: center;\"><img decoding=\"async\" src=\"https:\/\/blog.jj.mr\/wp-content\/uploads\/2025\/12\/3da79edaaac869233bda5d6ba5538e20d6b3a7db_2_690x368.png\" alt=\"image\" data-base62-sha1=\"8NqfyTFbo3pP2iMBmepW9MTL3vl\" width=\"690\" height=\"368\" srcset=\"https:\/\/linux.do\/uploads\/default\/optimized\/4X\/3\/d\/a\/3da79edaaac869233bda5d6ba5538e20d6b3a7db_2_690x368.png, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/3\/d\/a\/3da79edaaac869233bda5d6ba5538e20d6b3a7db_2_1035x552.png 1.5x, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/3\/d\/a\/3da79edaaac869233bda5d6ba5538e20d6b3a7db_2_1380x736.png 2x\" data-dominant-color=\"181617\" loading=\"lazy\" style=\"aspect-ratio: 690 \/ 368; max-width: 100%; height: auto; border-radius: 6px;\"><\/figure><\/a><\/div>\n\nAI\u9047\u5230\u4e0d\u6e05\u6670\uff0c\u5b83\u4f1a\u95ee\u6e05\u695a\u4f60\u7684\u9700\u6c42\u3002\n\n<div class=\"lightbox-wrapper\" dir=\"auto\"><a class=\"lightbox\" href=\"https:\/\/linux.do\/uploads\/default\/original\/4X\/7\/e\/5\/7e54bc0e311ec3a82e7d45fe69088db8be1e96e0.png\" data-download-href=\"https:\/\/linux.do\/uploads\/default\/7e54bc0e311ec3a82e7d45fe69088db8be1e96e0\" title=\"image\"><figure style=\"margin: 16px auto; text-align: center;\"><img decoding=\"async\" src=\"https:\/\/blog.jj.mr\/wp-content\/uploads\/2025\/12\/7e54bc0e311ec3a82e7d45fe69088db8be1e96e0_2_690x368.png\" alt=\"image\" data-base62-sha1=\"i1zHFkOIYmfOy0D4wgVIDMkU968\" width=\"690\" height=\"368\" srcset=\"https:\/\/linux.do\/uploads\/default\/optimized\/4X\/7\/e\/5\/7e54bc0e311ec3a82e7d45fe69088db8be1e96e0_2_690x368.png, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/7\/e\/5\/7e54bc0e311ec3a82e7d45fe69088db8be1e96e0_2_1035x552.png 1.5x, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/7\/e\/5\/7e54bc0e311ec3a82e7d45fe69088db8be1e96e0_2_1380x736.png 2x\" data-dominant-color=\"151515\" loading=\"lazy\" style=\"aspect-ratio: 690 \/ 368; max-width: 100%; height: auto; border-radius: 6px;\"><\/figure><\/a><\/div>\n\n<div class=\"lightbox-wrapper\" dir=\"auto\"><a class=\"lightbox\" href=\"https:\/\/linux.do\/uploads\/default\/original\/4X\/2\/d\/7\/2d7b99404e085e78d94d5beed78fc8f86a3790d1.png\" data-download-href=\"https:\/\/linux.do\/uploads\/default\/2d7b99404e085e78d94d5beed78fc8f86a3790d1\" title=\"image\"><figure style=\"margin: 16px auto; text-align: center;\"><img decoding=\"async\" src=\"https:\/\/blog.jj.mr\/wp-content\/uploads\/2025\/12\/2d7b99404e085e78d94d5beed78fc8f86a3790d1_2_690x368.png\" alt=\"image\" data-base62-sha1=\"6umii5PNpYkN95VLuoJJJ6uF0Ot\" width=\"690\" height=\"368\" srcset=\"https:\/\/linux.do\/uploads\/default\/optimized\/4X\/2\/d\/7\/2d7b99404e085e78d94d5beed78fc8f86a3790d1_2_690x368.png, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/2\/d\/7\/2d7b99404e085e78d94d5beed78fc8f86a3790d1_2_1035x552.png 1.5x, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/2\/d\/7\/2d7b99404e085e78d94d5beed78fc8f86a3790d1_2_1380x736.png 2x\" data-dominant-color=\"151514\" loading=\"lazy\" style=\"aspect-ratio: 690 \/ 368; max-width: 100%; height: auto; border-radius: 6px;\"><\/figure><\/a><\/div>\n\nAI\u81ea\u5df1\u6267\u884c\u591a\u4e2a\u5e76\u884ctask\u4efb\u52a1\uff0c\u6bcf\u4e00\u4e2a\u4efb\u52a1\u8fd0\u884c\u591a\u4e2atools\uff0c\u8fd9\u4e48\u795e\u5947\uff0c\u6211\u544a\u8bc9\u4f60\uff0c\u4f60\u4ec0\u4e48\u90fd\u4e0d\u9700\u8981\u505a\uff0c\u8fd9\u4e9b\u90fd\u662fAI\u81ea\u5df1\u81ea\u7531\u53d1\u6325\u7684\u3002\n\n<div class=\"lightbox-wrapper\" dir=\"auto\"><a class=\"lightbox\" href=\"https:\/\/linux.do\/uploads\/default\/original\/4X\/3\/b\/b\/3bb6bb16b7194b8ddbec6c3c289d827b03a17780.png\" data-download-href=\"https:\/\/linux.do\/uploads\/default\/3bb6bb16b7194b8ddbec6c3c289d827b03a17780\" title=\"image\"><figure style=\"margin: 16px auto; text-align: center;\"><img decoding=\"async\" src=\"https:\/\/blog.jj.mr\/wp-content\/uploads\/2025\/12\/3bb6bb16b7194b8ddbec6c3c289d827b03a17780_2_690x368.png\" alt=\"image\" data-base62-sha1=\"8wfFwpHrXn1KG0gAqWxPLS7tjd6\" width=\"690\" height=\"368\" srcset=\"https:\/\/linux.do\/uploads\/default\/optimized\/4X\/3\/b\/b\/3bb6bb16b7194b8ddbec6c3c289d827b03a17780_2_690x368.png, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/3\/b\/b\/3bb6bb16b7194b8ddbec6c3c289d827b03a17780_2_1035x552.png 1.5x, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/3\/b\/b\/3bb6bb16b7194b8ddbec6c3c289d827b03a17780_2_1380x736.png 2x\" data-dominant-color=\"151515\" loading=\"lazy\" style=\"aspect-ratio: 690 \/ 368; max-width: 100%; height: auto; border-radius: 6px;\"><\/figure><\/a><\/div>\n\nAI\u81ea\u5df1\u60f3\u4e0a\u7f51\u5c31\u4e0a\u7f51\uff0c\u5b83\u81ea\u5e26\u4e86search, fetch \u7b49\u529f\u80fd\uff0c\u4e5f\u81ea\u5df1\u4f1a\u7528playwright mcp\u7b49\u7b49\u4e0a\u7f51\u767e\u5ea6\u8c37\u6b4c\uff1a\n\n<div class=\"lightbox-wrapper\" dir=\"auto\"><a class=\"lightbox\" href=\"https:\/\/linux.do\/uploads\/default\/original\/4X\/f\/c\/d\/fcd977a2b85aa9634c2e5edd8fc50245558abc69.png\" data-download-href=\"https:\/\/linux.do\/uploads\/default\/fcd977a2b85aa9634c2e5edd8fc50245558abc69\" title=\"image\"><figure style=\"margin: 16px auto; text-align: center;\"><img decoding=\"async\" src=\"https:\/\/blog.jj.mr\/wp-content\/uploads\/2025\/12\/fcd977a2b85aa9634c2e5edd8fc50245558abc69_2_571x500.png\" alt=\"image\" data-base62-sha1=\"A4Of8wbXKoYFEFgF4DEzNfOWDQ5\" width=\"571\" height=\"500\" srcset=\"https:\/\/linux.do\/uploads\/default\/optimized\/4X\/f\/c\/d\/fcd977a2b85aa9634c2e5edd8fc50245558abc69_2_571x500.png, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/f\/c\/d\/fcd977a2b85aa9634c2e5edd8fc50245558abc69_2_856x750.png 1.5x, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/f\/c\/d\/fcd977a2b85aa9634c2e5edd8fc50245558abc69_2_1142x1000.png 2x\" data-dominant-color=\"EEEFF3\" loading=\"lazy\" style=\"aspect-ratio: 571 \/ 500; max-width: 100%; height: auto; border-radius: 6px;\"><\/figure><\/a><\/div>\n\n<div class=\"lightbox-wrapper\" dir=\"auto\"><a class=\"lightbox\" href=\"https:\/\/linux.do\/uploads\/default\/original\/4X\/d\/4\/b\/d4b799ceae2014ff1b0d36a32e62210aa7cf452b.png\" data-download-href=\"https:\/\/linux.do\/uploads\/default\/d4b799ceae2014ff1b0d36a32e62210aa7cf452b\" title=\"image\"><figure style=\"margin: 16px auto; text-align: center;\"><img decoding=\"async\" src=\"https:\/\/blog.jj.mr\/wp-content\/uploads\/2025\/12\/d4b799ceae2014ff1b0d36a32e62210aa7cf452b_2_521x499.png\" alt=\"image\" data-base62-sha1=\"ulMAn6CXdqY32VrVEGj1wbcS4ZB\" width=\"521\" height=\"499\" srcset=\"https:\/\/linux.do\/uploads\/default\/optimized\/4X\/d\/4\/b\/d4b799ceae2014ff1b0d36a32e62210aa7cf452b_2_521x499.png, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/d\/4\/b\/d4b799ceae2014ff1b0d36a32e62210aa7cf452b_2_781x748.png 1.5x, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/d\/4\/b\/d4b799ceae2014ff1b0d36a32e62210aa7cf452b_2_1042x998.png 2x\" data-dominant-color=\"737374\" loading=\"lazy\" style=\"aspect-ratio: 521 \/ 499; max-width: 100%; height: auto; border-radius: 6px;\"><\/figure><\/a><\/div>\n<p dir=\"auto\" style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">\u8fd9\u4e9b\u90fd\u662fAI\u81ea\u5df1\u641e\u7684\uff0c\u4e0d\u662f\u6211\u6559\u5b83\u7684\uff0c\u6240\u4ee5\u8fd9\u624d\u662f\u667a\u80fd\uff0c\u8fd9\u624d\u662fAgent,\u8fc7\u53bb\u90a3\u4e9b\u6846\u67b6\u8fd9\u4e48\u50bb\uff0c\u6211\u624d\u4e0d\u7528\u3002<\/p>\n<h3 dir=\"auto\"><a name=\"p-11687152-deep-research-6\" class=\"anchor\" href=\"#p-11687152-deep-research-6\" aria-label=\"\u6807\u9898\u94fe\u63a5\"><\/a>deep research\u6700\u540e\u6210\u679c<\/h3>\n<div class=\"lightbox-wrapper\" dir=\"auto\"><a class=\"lightbox\" href=\"https:\/\/linux.do\/uploads\/default\/original\/4X\/f\/0\/8\/f084ecf0b65ac70c461c60a90fd2b94add9dffd4.png\" data-download-href=\"https:\/\/linux.do\/uploads\/default\/f084ecf0b65ac70c461c60a90fd2b94add9dffd4\" title=\"image\"><figure style=\"margin: 16px auto; text-align: center;\"><img decoding=\"async\" src=\"https:\/\/blog.jj.mr\/wp-content\/uploads\/2025\/12\/f084ecf0b65ac70c461c60a90fd2b94add9dffd4_2_690x368.png\" alt=\"image\" data-base62-sha1=\"yjJnQkob4npSrWHUrn0LfJm0iva\" width=\"690\" height=\"368\" srcset=\"https:\/\/linux.do\/uploads\/default\/optimized\/4X\/f\/0\/8\/f084ecf0b65ac70c461c60a90fd2b94add9dffd4_2_690x368.png, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/f\/0\/8\/f084ecf0b65ac70c461c60a90fd2b94add9dffd4_2_1035x552.png 1.5x, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/f\/0\/8\/f084ecf0b65ac70c461c60a90fd2b94add9dffd4_2_1380x736.png 2x\" data-dominant-color=\"161616\" loading=\"lazy\" style=\"aspect-ratio: 690 \/ 368; max-width: 100%; height: auto; border-radius: 6px;\"><\/figure><\/a><\/div>\n\n<div class=\"lightbox-wrapper\" dir=\"auto\"><a class=\"lightbox\" href=\"https:\/\/linux.do\/uploads\/default\/original\/4X\/4\/e\/e\/4ee3e53c7c265b53c4dadb4b03d64a15f1e5f6a3.png\" data-download-href=\"https:\/\/linux.do\/uploads\/default\/4ee3e53c7c265b53c4dadb4b03d64a15f1e5f6a3\" title=\"image\"><figure style=\"margin: 16px auto; text-align: center;\"><img decoding=\"async\" src=\"https:\/\/blog.jj.mr\/wp-content\/uploads\/2025\/12\/4ee3e53c7c265b53c4dadb4b03d64a15f1e5f6a3.png\" alt=\"image\" data-base62-sha1=\"bfTvoO6ODGlxWkBeU0nnzk2LtnR\" width=\"497\" height=\"500\" data-dominant-color=\"252729\" loading=\"lazy\" style=\"aspect-ratio: 497 \/ 500; max-width: 100%; height: auto; border-radius: 6px;\"><\/figure><\/a><\/div>\n\n\u770b\uff0c\u5de8\u5927\u7684\u62a5\u544a\uff1a\n\n<div class=\"lightbox-wrapper\" dir=\"auto\"><a class=\"lightbox\" href=\"https:\/\/linux.do\/uploads\/default\/original\/4X\/8\/3\/b\/83bc60f96b08e2758657ab604bfdf29416bedb83.png\" data-download-href=\"https:\/\/linux.do\/uploads\/default\/83bc60f96b08e2758657ab604bfdf29416bedb83\" title=\"image\"><figure style=\"margin: 16px auto; text-align: center;\"><img decoding=\"async\" src=\"https:\/\/blog.jj.mr\/wp-content\/uploads\/2025\/12\/83bc60f96b08e2758657ab604bfdf29416bedb83_2_485x499.png\" alt=\"image\" data-base62-sha1=\"iNo9ci55WfqL2u7Ll7WFdrzj5XJ\" width=\"485\" height=\"499\" srcset=\"https:\/\/linux.do\/uploads\/default\/optimized\/4X\/8\/3\/b\/83bc60f96b08e2758657ab604bfdf29416bedb83_2_485x499.png, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/8\/3\/b\/83bc60f96b08e2758657ab604bfdf29416bedb83_2_727x748.png 1.5x, https:\/\/linux.do\/uploads\/default\/optimized\/4X\/8\/3\/b\/83bc60f96b08e2758657ab604bfdf29416bedb83_2_970x998.png 2x\" data-dominant-color=\"222426\" loading=\"lazy\" style=\"aspect-ratio: 485 \/ 499; max-width: 100%; height: auto; border-radius: 6px;\"><\/figure><\/a><\/div>\n<h3 dir=\"auto\"><a name=\"p-11687152-h-7\" class=\"anchor\" href=\"#p-11687152-h-7\" aria-label=\"\u6807\u9898\u94fe\u63a5\"><\/a>\u7ed3\u8bba<\/h3>\n<p dir=\"auto\" style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">\u6211\u8fd9\u91cc\u662f\u7528deep research \u4f5c\u4e3a\u4f8b\u5b50\uff0c\u5176\u5b9e\u6240\u6709agent\u5f00\u53d1\u90fd\u53ef\u4ee5\u76f4\u63a5\u7528claude code\uff0c\u4f8b\u5982\u6211\u505a\u7684\u5168\u81ea\u52a8\u6570\u636e\u5206\u6790\u4e5f\u662f\uff1a<\/p><aside class=\"onebox githubrepo\" data-onebox-src=\"https:\/\/github.com\/liangdabiao\/claude-data-analysis-ultra-main\" dir=\"auto\">\n  <header class=\"source\">\n\n      <a href=\"https:\/\/github.com\/liangdabiao\/claude-data-analysis-ultra-main\" target=\"_blank\" rel=\"noopener nofollow ugc\">github.com<\/a>\n  <\/header>\n\n  <article class=\"onebox-body\">\n    <div class=\"github-row\" data-github-private-repo=\"false\">\n  <figure style=\"margin: 16px auto; text-align: center;\"><img decoding=\"async\" width=\"690\" height=\"344\" src=\"https:\/\/blog.jj.mr\/wp-content\/uploads\/2025\/12\/f96cbc9354881163d52939f15ca592dad870c6a0_2_690x344.png\" class=\"thumbnail\" data-dominant-color=\"ECECED\" loading=\"lazy\" style=\"aspect-ratio: 690 \/ 344; max-width: 100%; height: auto; border-radius: 6px;\"><\/figure>\n\n  <h3><a href=\"https:\/\/github.com\/liangdabiao\/claude-data-analysis-ultra-main\" target=\"_blank\" rel=\"noopener nofollow ugc\" data-clicks=\"23\" aria-label=\"GitHub - liangdabiao\/claude-data-analysis-ultra-main: \u8ba9\u5c0f\u767d\u90fd\u53ef\u4ee5\u4e00\u952e\u8fdb\u884c\u6570\u636e\u5206\u6790\uff0c\u641e\u4e92\u8054\u7f51\u7684\uff0c\u641e\u7535\u5546\u7684\uff0c\u641e\u5404\u79cd\u5404\u6837\u7684\uff0c\u90a3\u4e48\u5176\u5b9e\u5c31\u4f1a\u7528\u5230... \u94fe\u63a5\u5df2\u70b9\u51fb 23 \u6b21\">GitHub &#8211; liangdabiao\/claude-data-analysis-ultra-main: \u8ba9\u5c0f\u767d\u90fd\u53ef\u4ee5\u4e00\u952e\u8fdb\u884c\u6570\u636e\u5206\u6790\uff0c\u641e\u4e92\u8054\u7f51\u7684\uff0c\u641e\u7535\u5546\u7684\uff0c\u641e\u5404\u79cd\u5404\u6837\u7684\uff0c\u90a3\u4e48\u5176\u5b9e\u5c31\u4f1a\u7528\u5230&#8230;<\/a><\/h3>\n\n    <p style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\"><span class=\"github-repo-description\">\u8ba9\u5c0f\u767d\u90fd\u53ef\u4ee5\u4e00\u952e\u8fdb\u884c\u6570\u636e\u5206\u6790\uff0c\u641e\u4e92\u8054\u7f51\u7684\uff0c\u641e\u7535\u5546\u7684\uff0c\u641e\u5404\u79cd\u5404\u6837\u7684\uff0c\u90a3\u4e48\u5176\u5b9e\u5c31\u4f1a\u7528\u5230 \u4e92\u8054\u7f51\u7684\u6570\u636e\u5206\u6790\uff0c \u4f8b\u5982\u4e92\u8054\u7f51\u4f1a\u5173\u5fc3 \u62c9\u65b0\uff0c\u7559\u5b58\uff0c\u4fc3\u6d3b\uff0c\u63a8\u8350\uff0c\u8f6c\u5316\uff0cA\/B test, \u7528\u6237\u5206\u6790 \u7b49\u7b49\u5f88\u591a\u6709\u7528\u7684\u6570\u636e\u5206\u6790\u3002 \u547d\u4ee4\u5c31\u662f\u201c\/do-more\u201d.<\/span><\/p>\n<\/div>\n\n  <\/article>\n\n  \n\n  \n<\/aside>\n<p dir=\"auto\" style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">\n\u5bf9\u6bd4\u90a3\u4e9bcrewAI, langgraph, dify, autogen\uff0c\u53cd\u6b63\u6211\u89c9\u5f97CC\u624d\u662f\u771f\u7684agent\u3002<\/p>\n<h3 dir=\"auto\"><a name=\"p-11687152-h-8\" class=\"anchor\" href=\"#p-11687152-h-8\" aria-label=\"\u6807\u9898\u94fe\u63a5\"><\/a>\u5f00\u6e90\u5730\u5740\uff1a<\/h3>\n<aside class=\"onebox githubrepo\" data-onebox-src=\"https:\/\/github.com\/liangdabiao\/Claude-Code-Deep-Research-main\" dir=\"auto\">\n  <header class=\"source\">\n\n      <a href=\"https:\/\/github.com\/liangdabiao\/Claude-Code-Deep-Research-main\" target=\"_blank\" rel=\"noopener nofollow ugc\">github.com<\/a>\n  <\/header>\n\n  <article class=\"onebox-body\">\n    <div class=\"github-row\" data-github-private-repo=\"false\">\n  <figure style=\"margin: 16px auto; text-align: center;\"><img decoding=\"async\" width=\"690\" height=\"344\" src=\"https:\/\/blog.jj.mr\/wp-content\/uploads\/2025\/12\/a62b5149ec65be94354e33fe031d5a335a244f69_2_690x344.png\" class=\"thumbnail\" data-dominant-color=\"EBECEC\" loading=\"lazy\" style=\"aspect-ratio: 690 \/ 344; max-width: 100%; height: auto; border-radius: 6px;\"><\/figure>\n\n  <h3><a href=\"https:\/\/github.com\/liangdabiao\/Claude-Code-Deep-Research-main\" target=\"_blank\" rel=\"noopener nofollow ugc\" data-clicks=\"77\" aria-label=\"GitHub - liangdabiao\/Claude-Code-Deep-Research-main: \u5229\u7528claude code agent\u6846\u67b6\u4e00\u6b65\u4e00\u6b65\u5b9e\u73b0deep... \u94fe\u63a5\u5df2\u70b9\u51fb 77 \u6b21\">GitHub &#8211; liangdabiao\/Claude-Code-Deep-Research-main: \u5229\u7528claude code agent\u6846\u67b6\u4e00\u6b65\u4e00\u6b65\u5b9e\u73b0deep&#8230;<\/a><\/h3>\n\n    <p style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\"><span class=\"github-repo-description\">\u5229\u7528claude code agent\u6846\u67b6\u4e00\u6b65\u4e00\u6b65\u5b9e\u73b0deep research\uff01\u5f88\u5f3a\u5927\u5f88\u7b80\u5355\u7684skills\u3002\u6211\u4e00\u6b65\u4e00\u6b65\u4ecb\u7ecd\u5b9e\u73b0deep research\uff0c\u56e0\u4e3adeep research\u5c31\u662fagent\u6846\u67b6\u7b2c\u4e00\u5e94\u7528\uff0c\u5bf9\u6bd4\u4e00\u4e0b\u5404\u4e2a\u6846\u67b6\u5b9e\u73b0\u8fd9\u4e2adeep research\uff0c\u5c31\u77e5\u9053\u54ea\u4e2a\u6846\u67b6\u624d\u662f\u771f\u5389\u5bb3\u3002<\/span><\/p>\n<\/div>\n\n  <\/article>\n\n  \n\n  \n<\/aside>\n\n<p dir=\"auto\" style=\"margin: 0px 0px 14px; line-height: 1.8; font-size: 16px;\">\u6838\u5fc3\u6280\u672f\u8981\u70b9\uff1a<\/p>\n<pre dir=\"auto\" class=\"codeblock-buttons\"><code class=\"hljs language-markdown\" data-highlighted=\"yes\">\n<span class=\"hljs-bullet\">-<\/span> <span class=\"hljs-strong\">**Graph of Thoughts (GoT)**<\/span> Framework - Intelligent research path management with graph-based reasoning\n\n<span class=\"hljs-bullet\">-<\/span> <span class=\"hljs-strong\">**7-Phase Deep Research Process**<\/span> - Structured methodology for quality research\n\n<span class=\"hljs-bullet\">-<\/span> <span class=\"hljs-strong\">**Multi-Agent Architecture**<\/span> - Parallel research agents with specialized roles\n\n<span class=\"hljs-bullet\">-<\/span> <span class=\"hljs-strong\">**Citation Validation System**<\/span> - A-E source quality ratings with chain-of-verification\n<\/code><\/pre><div style=\"margin-top:18px;\">\n  <hr style=\"border:0;height:1px;background:#e2e8f0;margin:16px 0;\">\n\n  <div style=\"\n    padding:12px 14px;\n    background:#f8fafc;\n    border:1px dashed #d0d7de;\n    border-radius:12px;\n    font-size:14px;\n    color:#334155;\n    line-height:1.8;\n  \">\n    <div style=\"margin:0 0 8px 0;font-weight:700;color:#0f172a;font-size:15px;\">\n      \ud83d\udccc \u8f6c\u8f7d\u4fe1\u606f\n    <\/div>\n\n    <div style=\"margin:0 0 6px 0;\">\n      <span style=\"color:#64748b;display:inline;font-weight:600;\">\u6765\u6e90\uff1a<\/span>\n      <a href=\"https:\/\/linux.do\/t\/topic\/1362283\" target=\"_blank\" rel=\"nofollow noopener\"\n         style=\"display:inline;color:#2563eb;text-decoration:underline;word-break:break-all;\">\n        https:\/\/linux.do\/t\/topic\/1362283\n      <\/a>\n    <\/div>\n\n    \n\n    <div style=\"margin:0;\">\n      <span style=\"color:#64748b;display:inline;font-weight:600;\">\u8f6c\u8f7d\u65f6\u95f4\uff1a<\/span>\n      <span style=\"display:inline;\">2025\/12\/26 08:35:49<\/span>\n    <\/div>\n  <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u4e3a\u8f6c\u8f7d\u5185\u5bb9\uff0c\u4fdd\u7559\u539f\u5e16\u89c2\u70b9\u4e0e\u7ed3\u6784\uff1b\u5982\u6709\u4fb5\u6743\u8bf7\u8054\u7cfb\u6211\u5904\u7406\u3002 \u8fc7\u53bb\u6211\u5728linuxdo\u5199\u4e86\u4e00\u4e9bagent\u76f8\u5173\u6587\u7ae0\uff1a &hellip; <a href=\"https:\/\/blog.jj.mr\/index.php\/2025\/12\/26\/%e3%80%90%e8%bd%ac%e8%bd%bd%e3%80%91%e3%80%90%e5%bc%80%e6%ba%90%e3%80%91%e5%88%a9%e7%94%a8claude-code-agent%e6%a1%86%e6%9e%b6%e4%b8%80%e6%ad%a5%e4%b8%80%e6%ad%a5%e5%ae%9e%e7%8e%b0deep-research\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">\u3010\u8f6c\u8f7d\u3011\u3010\u5f00\u6e90\u3011\u5229\u7528claude code agent\u6846\u67b6\u4e00\u6b65\u4e00\u6b65\u5b9e\u73b0deep research\uff01\u5f88\u5f3a\u5927\u5f88\u7b80\u5355\u7684skills<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-273","post","type-post","status-publish","format-standard","hentry","category-ai"],"_links":{"self":[{"href":"https:\/\/blog.jj.mr\/index.php\/wp-json\/wp\/v2\/posts\/273","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.jj.mr\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.jj.mr\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.jj.mr\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.jj.mr\/index.php\/wp-json\/wp\/v2\/comments?post=273"}],"version-history":[{"count":1,"href":"https:\/\/blog.jj.mr\/index.php\/wp-json\/wp\/v2\/posts\/273\/revisions"}],"predecessor-version":[{"id":274,"href":"https:\/\/blog.jj.mr\/index.php\/wp-json\/wp\/v2\/posts\/273\/revisions\/274"}],"wp:attachment":[{"href":"https:\/\/blog.jj.mr\/index.php\/wp-json\/wp\/v2\/media?parent=273"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.jj.mr\/index.php\/wp-json\/wp\/v2\/categories?post=273"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.jj.mr\/index.php\/wp-json\/wp\/v2\/tags?post=273"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}