{"id":185,"date":"2026-08-25T10:33:06","date_gmt":"2026-08-25T02:33:06","guid":{"rendered":"https:\/\/cocraft.com\/blog\/?p=185"},"modified":"2026-08-25T10:33:06","modified_gmt":"2026-08-25T02:33:06","slug":"research-skills-heatmap-2026","status":"publish","type":"post","link":"https:\/\/cocraft.com\/blog\/index.php\/2026\/08\/25\/research-skills-heatmap-2026\/","title":{"rendered":"2026 \u79d1\u7814 Skill \u70ed\u5ea6\u5730\u56fe\uff1a10 \u4e2a\u516c\u5f00\u9879\u76ee\u600e\u4e48\u9009"},"content":{"rendered":"

\u79d1\u7814 Skill \u7684\u201c\u70ed\u5ea6\u201d\u53ef\u4ee5\u5e2e\u52a9\u53d1\u73b0\u65b0\u9879\u76ee\uff0c\u5374\u4e0d\u80fd\u76f4\u63a5\u66ff\u4f60\u505a\u9009\u62e9\u3002\u66f4\u53ef\u9760\u7684\u987a\u5e8f\u662f\uff1a\u5148\u5b9a\u4e49\u5f53\u524d\u4efb\u52a1\uff0c\u518d\u770b\u9879\u76ee\u8bf4\u660e\uff0c\u7528\u4e00\u4e2a\u5c0f\u4efb\u52a1\u8bd5\u7528\uff0c\u6700\u540e\u4eba\u5de5\u6838\u9a8c\u8f93\u51fa\u3002<\/strong><\/p>

\u70ed\u5ea6\u9ad8\uff0c\u4e0d\u7b49\u4e8e\u9002\u5408\u4f60\uff1b\u4efb\u52a1\u5339\u914d\uff0c\u624d\u662f\u5f00\u59cb\u8bd5\u7528\u7684\u7406\u7531\u3002<\/p><\/blockquote>\n

\u8fd9\u4efd 10 \u4e2a\u9879\u76ee\u6e05\u5355\u662f\u600e\u4e48\u7b5b\u7684<\/h2>

\u672c\u6e05\u5355\u4f9d\u636e\u7d20\u6750\u4e2d\u7ed9\u51fa\u7684\u516c\u5f00\u70ed\u5ea6\u4fe1\u53f7\u6574\u7406\uff1a\u8fd1 7 \u5929\u8d8b\u52bf\u3001\u8fd1\u671f\u66f4\u65b0\u6d3b\u8dc3\u5ea6\u4e0e GitHub Stars\uff0c\u5e76\u5c06\u540c\u4e00\u9879\u76ee\u7684\u591a\u4e2a Agent \u53d1\u884c\u7248\u5408\u5e76\u8ba1\u4e3a\u4e00\u4e2a\u9879\u76ee\u3002\u5b83\u662f\u7528\u4e8e\u521d\u7b5b\u7684\u5de5\u4f5c\u6e05\u5355\uff0c\u4e0d\u6784\u6210\u5bf9\u9879\u76ee\u6548\u679c\u6216\u5b89\u5168\u6027\u7684\u72ec\u7acb\u8bc4\u6d4b\u3002<\/p>\n

\"\u4ee5\u8d8b\u52bf\u3001\u6d3b\u8dc3\u5ea6\u4e0e\u5173\u6ce8\u5ea6\u7b5b\u9009\u79d1\u7814<\/figure>\n

\u901a\u7528\u79d1\u7814\u4efb\u52a1\uff1a\u4ece\u8bba\u6587\u3001\u8868\u8fbe\u4e0e\u79d1\u5b66\u8ba1\u7b97\u5f00\u59cb<\/h2>

Academic Research Skills<\/strong> \u9002\u5408\u5c06\u7814\u7a76\u3001\u5199\u4f5c\u3001\u5ba1\u7a3f\u4e0e\u4fee\u8ba2\u62c6\u6210\u53ef\u4eba\u5de5\u786e\u8ba4\u7684\u6d41\u7a0b\uff1bNature Skills<\/strong> \u66f4\u8d34\u8fd1\u5b66\u672f\u8868\u8fbe\u3001\u79d1\u7814\u56fe\u793a\u4e0e\u6750\u6599\u6574\u7406\uff1bScientific Agent Skills<\/strong> \u8986\u76d6\u8de8\u5b66\u79d1\u79d1\u5b66\u5de5\u5177\u3001\u6570\u636e\u5e93\u4e0e\u5206\u6790\u8d44\u6e90\u8c03\u7528\u3002\u5b83\u4eec\u5171\u540c\u9002\u5408\u521a\u51c6\u5907\u628a\u4efb\u52a1\u6d41\u7a0b\u5316\u7684\u7814\u7a76\u8005\u3002<\/p>\n

\"\u8bba\u6587\u3001\u8868\u8fbe\u4e0e\u79d1\u5b66\u8ba1\u7b97\u7684<\/figure>\n

\u7814\u7a76\u5de5\u7a0b\uff1a\u5b9e\u9a8c\u4e0e AI \u7814\u53d1\u6d41\u7a0b<\/h2>

ARIS<\/strong> \u9762\u5411 ML \u7814\u7a76\u7684\u4efb\u52a1\u7f16\u6392\u3001\u4ea4\u53c9\u5ba1\u67e5\u4e0e\u5b8c\u6574\u6027\u68c0\u67e5\uff1bAI Research SKILLs<\/strong> \u8986\u76d6\u8bad\u7ec3\u3001\u8bc4\u6d4b\u3001\u63a8\u7406\u3001MLOps \u4e0e RAG \u7b49\u6a21\u5757\u3002\u524d\u8005\u66f4\u50cf\u6d41\u7a0b\u9aa8\u67b6\uff0c\u540e\u8005\u66f4\u63a5\u8fd1\u6309\u6280\u672f\u6808\u9009\u62e9\u7684\u6a21\u5757\u5e93\u3002<\/p>\n

\"\u5b9e\u9a8c\u4e0e<\/figure>\n

\u8bba\u6587\u5199\u4f5c\uff1a\u628a\u7ed3\u6784\u3001\u8bba\u8bc1\u4e0e\u81ea\u5ba1\u62c6\u5f00<\/h2>

Research Paper Writing Skills<\/strong> \u805a\u7126 ML\u3001CV\u3001NLP \u8bba\u6587\u7684\u6458\u8981\u3001\u5f15\u8a00\u3001\u65b9\u6cd5\u4e0e\u5b9e\u9a8c\u68c0\u67e5\uff1bSupervisor Skills<\/strong> \u7528\u5ba1\u7a3f\u4eba\u89c6\u89d2\u8ffd\u95ee\u8bba\u8bc1\u3001\u65b9\u6cd5\u3001\u56fe\u793a\u548c\u6295\u7a3f\u524d\u95ee\u9898\uff1bPaperSpine<\/strong> \u5219\u5f3a\u8c03\u8bba\u6587\u7ed3\u6784\u3001\u5f15\u7528\u652f\u6301\u4e0e\u53ef\u8ffd\u6eaf\u6750\u6599\u3002<\/p>\n

\"\u5199\u4f5c\u3001\u7ed3\u6784\u4e0e\u81ea\u5ba1\u7684<\/figure>\n

\u4e13\u9879\u7814\u7a76\uff1a\u6570\u5b66\u5efa\u6a21\u4e0e\u793e\u79d1\u5b9e\u8bc1<\/h2>

MathModelAgent<\/strong> \u9762\u5411\u5efa\u6a21\u3001\u8054\u7f51\u68c0\u7d22\u3001RAG \u4e0e\u4eba\u5de5\u534f\u4f5c\u8282\u70b9\uff1bAERS<\/strong> \u9762\u5411 DID\u3001RD\u3001IV\u3001SCM\u3001DML \u7b49\u5b9e\u8bc1\u6d41\u7a0b\u4e0e\u7a33\u5065\u6027\u5ba1\u8ba1\u3002\u65b9\u6cd5\u8d8a\u4e13\u9879\uff0c\u8d8a\u5e94\u5148\u7528\u5c0f\u6837\u672c\u6216\u5df2\u6709\u6750\u6599\u9a8c\u8bc1\u9879\u76ee\u8fb9\u754c\u3002<\/p>\n

\"\u6570\u5b66\u5efa\u6a21\u4e0e\u793e\u79d1\u5b9e\u8bc1\u7684<\/figure>\n

\u6309\u5361\u70b9\u9009\u62e9\uff1a\u7b2c\u4e00\u6761\u8f93\u5165\u8be5\u600e\u4e48\u5199<\/h2>

\u5b9e\u9a8c\u6216\u8bad\u7ec3\u6d41\u7a0b\u4e71\u65f6\uff0c\u53ef\u4ece ARIS \u6216 AI Research SKILLs \u5f00\u59cb\uff1b\u8bba\u6587\u903b\u8f91\u4e0d\u7a33\u65f6\uff0c\u8003\u8651 Supervisor\u3001PaperSpine \u6216\u5199\u4f5c Skill\uff1b\u56fe\u793a\u6216\u6392\u7248\u8bf4\u4e0d\u6e05\u65f6\uff0c\u4f18\u5148\u8bd5 Nature Skills \u6216 Paper Writing Skills\uff1b\u9700\u8981\u4e13\u9879\u65b9\u6cd5\u5ba1\u8ba1\u65f6\uff0c\u518d\u770b MathModelAgent \u6216 AERS\u3002<\/p>

\u9996\u6b21\u8bd5\u7528\u53ef\u4ee5\u76f4\u63a5\u8f93\u5165\uff1a\u201c\u7528\u3010Skill\u3011\u628a\u3010\u6211\u5df2\u6709\u7684\u6750\u6599\u3011\u6574\u7406\u6210\u3010\u53ef\u6838\u9a8c\u7684\u7ed3\u679c\u3011\u3002\u201d<\/strong>\u8f93\u51fa\u8fdb\u5165\u8bba\u6587\u3001\u4ee3\u7801\u6216\u51b3\u7b56\u524d\uff0c\u4ecd\u5e94\u7531\u7814\u7a76\u8005\u68c0\u67e5\u4e8b\u5b9e\u3001\u5f15\u7528\u548c\u65b9\u6cd5\u9002\u7528\u6027\u3002<\/p>\n

\"\u6309\u5f53\u524d\u5361\u70b9\u5339\u914d\u79d1\u7814<\/figure>\n","protected":false},"excerpt":{"rendered":"

\u57fa\u4e8e\u516c\u5f00\u70ed\u5ea6\u4fe1\u53f7\u6574\u7406\u7684 10 \u4e2a\u79d1\u7814 Skill \u9879\u76ee\u6e05\u5355\u3002\u6309\u8bba\u6587\u7814\u7a76\u3001\u8868\u8fbe\u914d\u56fe\u3001\u5b9e\u9a8c\u4e0e AI \u7814\u53d1\u3001\u5199\u4f5c\u81ea\u5ba1\u3001\u6570\u5b66\u5efa\u6a21\u548c\u793e\u79d1\u5b9e\u8bc1\u5206\u7ec4\uff0c\u5e76\u7ed9\u51fa\u4ece\u4efb\u52a1\u5361\u70b9\u5230\u5c0f\u4efb\u52a1\u8bd5\u7528\u7684\u9009\u62e9\u65b9\u6cd5\u3002<\/p>\n","protected":false},"author":1,"featured_media":178,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[10,9,13,12],"class_list":["post-185","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-research-writing","tag-ai-agent","tag-research-workflow","tag-research-tools","tag-academic-writing"],"_links":{"self":[{"href":"https:\/\/cocraft.com\/blog\/index.php\/wp-json\/wp\/v2\/posts\/185","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cocraft.com\/blog\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cocraft.com\/blog\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cocraft.com\/blog\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cocraft.com\/blog\/index.php\/wp-json\/wp\/v2\/comments?post=185"}],"version-history":[{"count":1,"href":"https:\/\/cocraft.com\/blog\/index.php\/wp-json\/wp\/v2\/posts\/185\/revisions"}],"predecessor-version":[{"id":186,"href":"https:\/\/cocraft.com\/blog\/index.php\/wp-json\/wp\/v2\/posts\/185\/revisions\/186"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cocraft.com\/blog\/index.php\/wp-json\/wp\/v2\/media\/178"}],"wp:attachment":[{"href":"https:\/\/cocraft.com\/blog\/index.php\/wp-json\/wp\/v2\/media?parent=185"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cocraft.com\/blog\/index.php\/wp-json\/wp\/v2\/categories?post=185"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cocraft.com\/blog\/index.php\/wp-json\/wp\/v2\/tags?post=185"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}