{"id":87911,"date":"2026-07-31T07:44:07","date_gmt":"2026-07-30T23:44:07","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/87911.html"},"modified":"2026-07-31T07:44:07","modified_gmt":"2026-07-30T23:44:07","slug":"handoff%e8%bf%99%e4%b8%aaai-agent-skill%ef%bc%8c%e5%8f%aa%e6%9c%89%e5%87%a0%e8%a1%8c%ef%bc%8c%e5%8d%b4%e6%98%afmatt-pocock%e8%b0%83%e7%94%a8%e9%a2%91%e7%8e%87%e6%9c%80%e9%ab%98%e7%9a%84-skill","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/87911.html","title":{"rendered":"\/handoff\u8fd9\u4e2aAI Agent Skill\uff0c\u53ea\u6709\u51e0\u884c\uff0c\u5374\u662fMatt Pocock\u8c03\u7528\u9891\u7387\u6700\u9ad8\u7684 skill \uff0c\u4e00\u6587\u641e\u61c2\u3002"},"content":{"rendered":"<h3>\/handoff&#xff0c;\u53ea\u6709\u51e0\u884c&#xff0c;\u5374\u662fMatt Pocock\u8c03\u7528\u9891\u7387\u6700\u9ad8\u7684 skill<\/h3>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u5c01\u9762\" height=\"567\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260730234400-6a6be1c0a7d01.png\" width=\"1080\" \/><\/p>\n<p>\u548c Claude Code \u5bf9\u8bdd\u65f6&#xff0c;\u6bcf\u6b21\u5de5\u5177\u8c03\u7528\u3001\u6bcf\u6b21\u6587\u4ef6\u7f16\u8f91\u90fd\u5728\u5f80\u4e0a\u4e0b\u6587\u7a97\u53e3\u91cc\u585e token\u3002\u5382\u5546\u8bf4\u7a97\u53e3\u6709 100 \u4e07 token&#xff0c;\u4f46\u804a\u5230\u540e\u9762\u5b83\u5f00\u59cb\u5fd8\u4e8b&#xff0c;\u65b9\u6848\u4e5f\u8d8a\u6765\u8d8a\u6577\u884d\u3002<\/p>\n<p>Matt Pocock \u4e5f\u9047\u5230\u4e86\u8fd9\u4e2a\u95ee\u9898\u3002\u4ed6\u7684\u89e3\u51b3\u529e\u6cd5\u77ed\u5230\u79bb\u8c31\u2014\u2014\u4e00\u4e2a\u53eb\/handoff\u7684 skill&#xff0c;\u5185\u5bb9\u53ea\u6709\u51e0\u884c&#xff0c;\u7ed3\u679c\u6210\u4e86\u4ed6\u81ea\u5df1\u7528\u5f97\u6700\u591a\u7684\u90a3\u4e2a\u3002\u4ed6\u7684 skill \u4ed3\u5e93\u76ee\u524d 18 \u4e07\u661f&#xff0c; \u662f\u4ed6\u6700\u4f9d\u8d56\u7684\u3002<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u56fe\u7247\" height=\"608\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260730234401-6a6be1c12e324.png\" width=\"1080\" \/><\/p>\n<h4>AI \u804a\u5230\u540e\u9762\u4f1a\u53d8\u8822&#xff0c;\u4e0d\u662f\u4f60\u7684\u9519\u89c9<\/h4>\n<p>Matt \u628a\u4e0a\u4e0b\u6587\u7a97\u53e3\u5206\u6210\u4e24\u6bb5&#xff1a;\u806a\u660e\u533a\u548c\u611a\u8822\u533a\u3002<\/p>\n<p>\u5bf9\u8bdd\u521a\u5f00\u59cb\u65f6 token \u5c11&#xff0c;\u6a21\u578b\u8f93\u51fa\u7cbe\u51c6\u3002\u540e\u9762 token \u591a\u4e86&#xff0c;\u6ce8\u610f\u529b\u5728\u6240\u6709\u5185\u5bb9\u4e0a\u644a\u8584&#xff0c;agent \u5728\u5927\u91cf\u65e0\u5173\u4fe1\u606f\u91cc\u8ff7\u8def\u3002Matt \u7684\u5b9e\u9645\u4f53\u611f\u662f&#xff0c;120K token \u5de6\u53f3\u5c31\u8fdb\u5165\u611a\u8822\u533a\u4e86\u3002<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u4e0a\u4e0b\u6587\u7a97\u53e3\u7684\u806a\u660e\u533a\u548c\u611a\u8822\u533a\u793a\u610f\u56fe\" height=\"567\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260730234401-6a6be1c1c7efc.png\" width=\"1080\" \/><\/p>\n<p>\u5382\u5546\u6807 100 \u4e07&#xff0c;\u771f\u6b63\u597d\u7528\u7684\u4e5f\u5c31\u524d\u9762 12 \u4e07\u3002\u8fd9\u4e2a\u6570\u5b57\u4e0d\u662f\u7406\u8bba\u503c&#xff0c;\u662f Matt \u53cd\u590d\u7528\u51fa\u6765\u7684\u7ecf\u9a8c\u7ebf\u3002<\/p>\n<hr \/>\n<h4>Compact \u80fd\u7528&#xff0c;\u4f46\u5b83\u662f\u5355\u884c\u9053<\/h4>\n<p>Claude Code \u5185\u7f6e\u7684 Compact \u505a\u7684\u5c31\u662f\u8fd9\u4ef6\u4e8b&#xff1a;\u628a\u5bf9\u8bdd\u6458\u8981\u6210\u4e00\u6bb5\u7cbe\u7b80\u6587\u672c&#xff0c;\u585e\u8fdb\u65b0\u4f1a\u8bdd\u5f00\u5934&#xff0c;\u7ee7\u7eed\u5e72\u6d3b\u3002<\/p>\n<p>\u6458\u8981\u91cc\u662f\u5f15\u7528\u8fc7\u7684\u6587\u4ef6\u5217\u8868\u3001\u5bf9\u8bdd\u8981\u70b9\u3001\u6574\u4f53\u57fa\u8c03\u3002\u538b\u7f29\u6210\u4e00\u5c0f\u5757&#xff0c;\u540e\u9762\u8ffd\u65b0\u5185\u5bb9\u65f6\u6301\u7eed\u5f15\u7528\u3002<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"Compact \u529f\u80fd\u7684\u6c89\u79ef\u5c42\u793a\u610f\u56fe\" height=\"608\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260730234402-6a6be1c262806.png\" width=\"1080\" \/><\/p>\n<p>\u6bcf\u6b21 compact \u50cf\u94fa\u4e00\u5c42\u6c89\u79ef\u7269\u3002\u65e7\u5bf9\u8bdd\u538b\u6210\u6458\u8981&#xff0c;\u65b0\u5bf9\u8bdd\u5f80\u4e0a\u5806\u3002\u8c03\u8bd5\u7684\u65f6\u5019&#xff0c;\u628a\u6240\u6709\u8bd5\u8fc7\u7684\u65b9\u6848 compact \u6389&#xff0c;\u4fdd\u7559\u5f53\u524d\u72b6\u6001&#xff0c;\u7ee7\u7eed\u8bd5\u3002\u8fd9\u5f88\u9002\u5408\u6b7b\u78d5\u540c\u4e00\u4e2a\u95ee\u9898\u3002<\/p>\n<p>\u4f46\u95ee\u9898\u4e5f\u5f88\u660e\u786e&#xff1a;Compact \u53ea\u80fd\u5728\u5355\u4e2a\u4f1a\u8bdd\u5185\u63a5\u529b\u3002<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"Compact vs Handoff \u2014 \u5355\u884c\u9053 vs \u5206\u53c9\u8def\u53e3\" height=\"567\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260730234402-6a6be1c2b7bd9.png\" width=\"1080\" \/><\/p>\n<p>\u4f60\u9700\u8981\u7684\u662f\u53e6\u4e00\u4ef6\u4e8b\u2014\u2014\u628a\u5f53\u524d\u5bf9\u8bdd\u91cc\u548c\u67d0\u4e2a bug \u76f8\u5173\u7684\u90e8\u5206\u5207\u51fa\u6765&#xff0c;\u65b0\u5f00\u4e00\u4e2a\u72ec\u7acb\u4f1a\u8bdd\u53bb\u4fee\u3002\u5f53\u524d\u4f1a\u8bdd\u4e0d\u52a8\u3001\u4e0d\u53d7\u5f71\u54cd\u3002Compact \u505a\u4e0d\u5230\u3002\u5b83\u8981\u4e48\u538b\u7f29\u6574\u4e2a\u4f1a\u8bdd&#xff0c;\u8981\u4e48\u4f60\u5c31\u786c\u6491\u3002<\/p>\n<hr \/>\n<h4>\u4e09\u6761\u6307\u4ee4\u7684\u4e8b<\/h4>\n<p>Matt \u7684 handoff \u505a\u7684\u4e8b&#xff1a;<\/p>\n<p>\u5f53\u524d\u4f1a\u8bdd \u2192 \u603b\u7ed3\u6210 Markdown \u2192 \u5b58\u5230\u4e34\u65f6\u76ee\u5f55 \u2192 \u7c98\u8d34\u5230\u65b0\u4f1a\u8bdd<\/p>\n<p>\u5047\u8bbe\u4f60\u6b63\u5728\u5199\u4e00\u4e2a Remotion \u89c6\u9891\u7ec4\u4ef6&#xff0c;\u4f1a\u8bdd\u5df2\u7ecf\u8dd1\u4e86 80K token\u3002agent \u521a\u5e2e\u4f60\u8c03\u5b8c \u00a0\u91cc\u7684 3D \u7c92\u5b50\u6548\u679c&#xff0c;\u4f46\u4f60\u7a81\u7136\u60f3\u5230\u2014\u2014\u89c6\u9891\u7684\u8f6c\u573a\u52a8\u753b\u8fd8\u7528\u7684\u662f\u9ed8\u8ba4 fade&#xff0c;\u5e94\u8be5\u6362\u6210\u81ea\u5b9a\u4e49\u7684 slide-left\u3002<\/p>\n<p>\u8fd9\u4e8b\u8ddf\u5f53\u524d\u4efb\u52a1\u65e0\u5173\u3002\u786c\u585e\u8fdb\u8fd9\u4e2a\u4f1a\u8bdd\u7684\u8bdd&#xff0c;\u4e0a\u4e0b\u6587\u4f1a\u903c\u8fd1\u611a\u8822\u533a\u3002<\/p>\n<p>\u4f60\u5728 Claude Code \u7684\u8f93\u5165\u6846\u91cc\u6572&#xff1a;<\/p>\n<p>\/handoff \u628a\u89c6\u9891\u6240\u6709\u8f6c\u573a\u4ece\u9ed8\u8ba4 fade \u66ff\u6362\u4e3a\u81ea\u5b9a\u4e49 slide-left \u52a8\u753b&#xff0c;<br \/>\n\u00a0\u53c2\u8003\u5df2\u6709\u7684 Transition \u7ec4\u4ef6\u98ce\u683c&#xff0c;\u5148\u505a\u4e00\u4e2a\u5168\u5c40\u641c\u7d22\u5217\u51fa\u6240\u6709\u9700\u8981\u6539\u7684\u5730\u65b9&#xff0c;<br \/>\n\u00a0\u518d\u9010\u4e2a\u66ff\u6362\u3002\u6539\u5b8c\u8dd1\u4e00\u6b21 npx remotion render \u9a8c\u8bc1\u3002<\/p>\n<p>Agent \u5728\u7ec8\u7aef\u6253\u5370\u4e86\u4e00\u884c&#xff1a;<\/p>\n<p>\u2713 handoff document written to C:\\\\Users\\\\dingAI\\\\AppData\\\\Local\\\\Temp\\\\handoff-20260730-142105.md<\/p>\n<p>\u4f60\u6253\u5f00\u8fd9\u4e2a\u6587\u4ef6&#xff0c;\u91cc\u9762\u662f\u7ed3\u6784\u5316\u7684\u4e00\u6bb5 Markdown\u2014\u2014\u5f53\u524d\u9879\u76ee\u7684\u89c6\u9891\u6846\u67b6\u4fe1\u606f\u3001\u5df2\u6709\u7684 Transition \u7ec4\u4ef6\u8def\u5f84\u3001\u4e4b\u524d\u8ba8\u8bba\u8fc7\u7684\u8f6c\u573a\u8bbe\u8ba1\u539f\u5219\u3001\u4e00\u6bb5\u5efa\u8bae\u52a0\u8f7d\u7684 skill&#xff0c;\u4f46\u6ca1\u6709\u91cd\u590d\u4efb\u4f55\u5df2\u6709\u7684\u4ee3\u7801\u5185\u5bb9\u3002<\/p>\n<p>\u7136\u540e\u4f60\u65b0\u5f00\u4e00\u4e2a Claude Code \u7a97\u53e3&#xff0c;\u628a\u8fd9\u4efd Markdown \u7c98\u8d34\u8fdb\u53bb\u3002\u65b0\u4f1a\u8bdd\u7684 agent \u8bfb\u5230\u7b2c\u4e00\u884c\u5c31\u660e\u767d\u4e86\u4e0a\u4e0b\u6587&#xff0c;\u76f4\u63a5\u5f00\u59cb\u5168\u5c40\u641c\u7d22\u6240\u6709 \u00a0\u8f6c\u573a\u3002\u8dd1\u5b8c 75K token&#xff0c;\u5168\u6539\u597d\u4e86&#xff0c;\u9a8c\u8bc1\u901a\u8fc7\u3002<\/p>\n<p>\u4f60\u539f\u6765\u7684\u4f1a\u8bdd\u6beb\u53d1\u65e0\u635f&#xff0c;\u7ee7\u7eed\u8c03\u7c92\u5b50\u6548\u679c\u3002<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"Handoff \u4e09\u6b65\uff1a\u538b\u7f29 \u2192 \u5206\u53c9 \u2192 \u7ee7\u7eed\" height=\"567\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260730234403-6a6be1c353c7a.png\" width=\"1080\" \/><\/p>\n<p>\u548c Compact \u7684\u533a\u522b\u5c31\u4e00\u4e2a&#xff1a;Compact \u662f\u538b\u7f29\u52a0\u5ef6\u7eed&#xff0c;handoff \u662f\u538b\u7f29\u52a0\u5206\u53c9\u3002\u4e3b\u4f1a\u8bdd\u7ee7\u7eed\u63a8\u8fdb&#xff0c;\u5b50\u4f1a\u8bdd\u72ec\u7acb\u5904\u7406\u5206\u51fa\u53bb\u7684\u90a3\u4ef6\u4e8b\u3002<\/p>\n<p>Matt \u81ea\u5df1\u7528\u8fd9\u4e2a\u7528\u75af\u4e86\u3002\u6bd4\u5982\u505a\u4e00\u4e2a grilling session&#xff0c;\u8ba9 AI \u53cd\u5411\u8ffd\u95ee\u9700\u6c42\u3001\u68b3\u7406\u9879\u76ee\u89c4\u5212&#xff0c;\u8fdb\u884c\u5230\u4e00\u534a\u4ed6\u7a81\u7136\u610f\u8bc6\u5230&#034;\u8fed\u4ee3\u548c\u5b8c\u6210\u4fe1\u53f7\u5e94\u8be5\u62c6\u6210\u72ec\u7acb API&#034;\u3002\u8fd9\u4e8b\u8d85\u51fa\u4e86 grilling \u7684\u8303\u56f4\u3002<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u5728 grilling session \u4e2d\u53d1\u8d77 handoff\" height=\"608\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260730234403-6a6be1c3e66cd.png\" width=\"1080\" \/><\/p>\n<p>\u4ed6\u76f4\u63a5\u8bf4&#xff1a;\u628a\u8fd9\u4e2a\u4efb\u52a1 handoff \u7ed9\u53e6\u4e00\u4e2a agent\u3002skill \u751f\u6210\u4e86\u4e00\u4efd 20 \u884c\u7684 Markdown&#xff0c;\u6709\u805a\u7126\u70b9\u3001\u5efa\u8bae\u52a0\u8f7d\u7684 skill\u3001\u7edd\u4e0d\u91cd\u590d\u5df2\u6709\u5185\u5bb9\u3002<\/p>\n<p>\u540c\u65f6\u5b8c\u6210\u4e86\u4e24\u4ef6\u4e8b&#xff1a;grilling \u7acb\u523b\u6536\u675f\u56de\u4e86\u6838\u5fc3\u95ee\u9898&#xff0c;\u800c\u90a3\u4e2a API \u62c6\u5206\u4efb\u52a1\u6ca1\u4e22&#xff0c;\u65b0\u4f1a\u8bdd\u62ff\u7740 handoff \u72ec\u7acb\u63a8\u8fdb\u3002<\/p>\n<hr \/>\n<h4>\u51fa\u53bb\u63a2\u8def&#xff0c;\u518d\u56de\u6765<\/h4>\n<p>\u7b2c\u4e8c\u79cd\u7528\u6cd5\u66f4\u6709\u610f\u601d\u3002<\/p>\n<p>Grilling \u8fc7\u7a0b\u4e2d&#xff0c;agent \u8ffd\u95ee\u4e00\u4e9b\u4e0d\u770b\u5230\u4ee3\u7801\u6ca1\u6cd5\u56de\u7b54\u7684\u95ee\u9898\u2014\u2014UI \u4ea4\u4e92\u600e\u4e48\u8bbe\u8ba1&#xff1f;\u590d\u6742\u903b\u8f91\u7684\u8fb9\u754c\u6761\u4ef6&#xff1f;Matt \u7684\u505a\u6cd5\u662f\u5f53\u573a handoff \u51fa\u53bb\u505a\u539f\u578b\u3002<\/p>\n<p>\u6d41\u7a0b&#xff1a;grilling \u751f\u6210 handoff&#xff0c;\u65b0\u4f1a\u8bdd\u505a\u539f\u578b&#xff08;\u8fd9\u4e2a\u539f\u578b\u4f1a\u8bdd\u8dd1\u4e86 169K token&#xff0c;\u8fdc\u8d85 grilling \u80fd\u88c5\u4e0b\u7684\u91cf&#xff09;&#xff0c;\u539f\u578b\u8dd1\u5b8c\u540e&#xff0c;\u518d\u751f\u6210\u4e00\u4efd handoff&#xff0c;\u603b\u7ed3\u5b66\u5230\u4e86\u4ec0\u4e48\u3001\u54ea\u4e9b\u7ed3\u8bba\u4e0d\u662f\u4e00\u773c\u80fd\u770b\u51fa\u6765\u7684&#xff0c;\u7136\u540e\u4f20\u56de grilling\u3002<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"\u539f\u578b\u4f1a\u8bdd\u9ad8\u8fbe 169K token\" height=\"608\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260730234404-6a6be1c45b086.png\" width=\"1080\" \/><\/p>\n<p>\u53bb\u56de\u4e00\u4e2a\u95ed\u73af\u3002<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"DIY \u5b50\u4ee3\u7406\u6a21\u5f0f\uff1aGrilling \u2192 \u539f\u578b \u2192 Handoff \u56de\u6765\" height=\"567\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260730234404-6a6be1c4c848a.png\" width=\"1080\" \/><\/p>\n<p>\u672c\u8d28\u4e0a\u662f\u4e2a\u624b\u5de5\u7684\u5b50\u4ee3\u7406&#xff1a;\u5e72\u51c0\u4e0a\u4e0b\u6587\u505a\u5355\u4e00\u4efb\u52a1&#xff0c;\u538b\u7f29\u5b66\u4e60\u6210\u679c&#xff0c;\u4f20\u56de\u7236\u4f1a\u8bdd\u3002<\/p>\n<p>\u4ea4\u63a5\u683c\u5f0f\u662f Markdown&#xff0c;\u6240\u4ee5\u4e0d\u7ed1\u5b9a agent\u3002Claude Code \u53d1\u8d77&#xff0c;handoff \u7ed9 Codex&#xff0c;\u6216\u8005 Copilot CLI&#xff0c;\u5b8c\u5168\u770b\u60c5\u51b5\u3002<\/p>\n<\/p>\n<p class=\"img-center\"><img loading=\"lazy\" decoding=\"async\" alt=\"Markdown \u901a\u7528\u4ea4\u63a5\uff0c\u4e0d\u4f9d\u8d56\u4efb\u4f55\u7279\u5b9a Agent\" height=\"608\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/07\/20260730234405-6a6be1c56231a.png\" width=\"1080\" \/><\/p>\n<p>Matt \u7684\u539f\u8bdd\u662f&#xff1a;\u60f3\u5728\u51e0\u4e2a\u4e0d\u540c agent \u4e4b\u95f4\u505a\u5bf9\u6297\u6027\u5ba1\u67e5&#xff1f;Markdown \u4ea4\u63a5\u662f\u6700\u7b80\u5355\u7684\u65b9\u5f0f\u3002<\/p>\n<hr 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