{"id":63010,"date":"2026-03-31T22:36:27","date_gmt":"2026-03-31T14:36:27","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=63010"},"modified":"2026-03-31T22:37:46","modified_gmt":"2026-03-31T14:37:46","slug":"shendujiegou-claude","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/shendujiegou-claude\/","title":{"rendered":"\u6df1\u5ea6\u89e3\u6784 Claude Code \u6e90\u7801\uff1a51 \u4e07\u884c\u4ee3\u7801\u80cc\u540e\u7684 Agent \u67b6\u6784\u54f2\u5b66"},"content":{"rendered":"<p>\u8fd1\u671f\uff0cAnthropic \u53d1\u5e03\u4e86\u5176\u539f\u751f AI \u7f16\u7801\u52a9\u624b <a href=\"https:\/\/www.kdjingpai.com\/claudeanquanfubai\/\">Claude<\/a> Code\u3002\u57fa\u4e8e\u5bf9\u00a0<a href=\"https:\/\/www.kdjingpai.com\/3yue31ri-claude-cod\/\"><code>@anthropic-ai\/claude-code<\/code>\u00a0v2.1.88 \u7248\u672c\u6e90\u7801<\/a>\u7684\u5ba1\u9605\uff0c\u8fd9\u5957\u5305\u542b 51 \u4e07\u884c TypeScript \u4ee3\u7801\u3001\u5206\u5e03\u4e8e 1902 \u4e2a\u6587\u4ef6\u7684\u5de5\u7a0b\u7cfb\u7edf\uff0c\u4e0d\u4ec5\u5c55\u793a\u4e86\u5982\u4f55\u6784\u5efa\u4e00\u4e2a\u5168\u529f\u80fd\u7684\u7ec8\u7aef CLI \u5de5\u5177\uff0c\u66f4\u662f\u4e00\u4efd\u63ed\u793a\u5934\u90e8 AI \u5b9e\u9a8c\u5ba4\u5982\u4f55\u5904\u7406\u5927\u6a21\u578b\u4e0e\u771f\u5b9e\u7269\u7406\u7cfb\u7edf\u4ea4\u4e92\u3001\u6743\u9650\u63a7\u5236\u4ee5\u53ca\u4e0a\u4e0b\u6587\u7ba1\u7406\u7684\u5de5\u7a0b\u7ea7\u5206\u6790\u62a5\u544a\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/b9d8728f7ffbace.png\" alt=\"\u5206\u6790\u62a5\u544a\u6982\u89c8\" \/><br \/>\n\uff08\u6ce8\uff1a50 \u4e07\u884c\u4ee3\u7801\u7684\u5206\u6790\u8fd0\u884c\u8017\u65f6\u8d85\u8fc7\u4e00\u4e2a\u5c0f\u65f6\uff09<\/p>\n<h2>\u4e8c\u3001\u9879\u76ee\u5168\u666f\u4e0e\u8bbe\u8ba1\u54f2\u5b66<\/h2>\n<h3>2.1 \u4ee3\u7801\u89c4\u6a21\u4e0e\u6838\u5fc3\u804c\u8d23<\/h3>\n<p>\u4ece\u4ee3\u7801\u76ee\u5f55\u7684\u4f53\u91cf\u5206\u5e03\uff0c\u53ef\u4ee5\u6e05\u6670\u900f\u89c6\u8be5\u5de5\u7a0b\u7684\u8d44\u6e90\u503e\u659c\u65b9\u5411\u3002\u57fa\u7840\u8bbe\u65bd\u5c42\u4e0e UI \u6e32\u67d3\u5c42\u5360\u636e\u4e86\u7edd\u5927\u6bd4\u4f8b\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6a21\u5757<\/th>\n<th>\u884c\u6570<\/th>\n<th>\u5360\u6bd4<\/th>\n<th>\u6838\u5fc3\u804c\u8d23<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>utils<\/td>\n<td>180,472<\/td>\n<td>35.2%<\/td>\n<td>\u6743\u9650\u63a7\u5236\u3001Bash \u5b89\u5168\u62e6\u622a\u3001\u6d88\u606f\u5904\u7406\u7ba1\u7ebf\u3001Git \u4ea4\u4e92\u3001MCP \u5ba2\u6237\u7aef\u7b49\u5e95\u5c42\u57fa\u7840\u8bbe\u65bd<\/td>\n<\/tr>\n<tr>\n<td>components<\/td>\n<td>81,546<\/td>\n<td>15.9%<\/td>\n<td><a href=\"https:\/\/www.kdjingpai.com\/react\/\">React<\/a> \u7ec8\u7aef UI \u7ec4\u4ef6\uff08\u6743\u9650\u786e\u8ba4\u5bf9\u8bdd\u6846\u3001\u4ee3\u7801 Diff \u5dee\u5f02\u5c55\u793a\u3001\u6d88\u606f\u6e32\u67d3\u5f15\u64ce\uff09<\/td>\n<\/tr>\n<tr>\n<td>services<\/td>\n<td>53,680<\/td>\n<td>10.5%<\/td>\n<td>API \u8c03\u7528\u5c01\u88c5\u3001\u591a\u5c42\u4e0a\u4e0b\u6587\u538b\u7f29\u7b97\u6cd5\u3001MCP \u540e\u53f0\u670d\u52a1\u3001\u6570\u636e\u5206\u6790\u4ee5\u53ca OAuth \u8ba4\u8bc1<\/td>\n<\/tr>\n<tr>\n<td>tools<\/td>\n<td>50,828<\/td>\n<td>9.9%<\/td>\n<td>40 \u4f59\u79cd\u6838\u5fc3\u5de5\u5177\u7684\u5177\u4f53\u5b9e\u73b0\uff08Bash \u6267\u884c\u3001FileEdit \u7f16\u8f91\u3001Agent \u6d3e\u53d1\u3001MCP \u5de5\u5177\u7b49\uff09<\/td>\n<\/tr>\n<tr>\n<td>commands<\/td>\n<td>26,428<\/td>\n<td>5.2%<\/td>\n<td>90 \u4f59\u4e2a\u659c\u6760\u547d\u4ee4\u7684\u7ec8\u7aef\u5165\u53e3\uff08\u4f8b\u5982 \/compact\u3001\/model\u3001\/mcp\uff09<\/td>\n<\/tr>\n<tr>\n<td>ink<\/td>\n<td>19,842<\/td>\n<td>3.9%<\/td>\n<td>\u81ea\u7814\u7684 Ink \u6846\u67b6 Fork \u7248\u672c\uff0c\u4e13\u7528\u4e8e\u7ec8\u7aef\u73af\u5883\u4e0b\u7684 React \u9ad8\u6027\u80fd\u6e32\u67d3\u5f15\u64ce<\/td>\n<\/tr>\n<tr>\n<td>hooks<\/td>\n<td>19,204<\/td>\n<td>3.7%<\/td>\n<td>\u63d0\u4f9b React hooks\uff0c\u89e3\u8026\u6743\u9650\u5904\u7406\u3001IDE \u72b6\u6001\u96c6\u6210\u4ee5\u53ca\u8bed\u97f3\u4ea4\u4e92\u903b\u8f91<\/td>\n<\/tr>\n<tr>\n<td>bridge<\/td>\n<td>12,613<\/td>\n<td>2.5%<\/td>\n<td>\u8fdc\u7a0b\u63a7\u5236\u534f\u8bae\uff0c\u5141\u8bb8\u672c\u5730\u673a\u5668\u4f5c\u4e3a Bridge \u6865\u63a5\u73af\u5883\u6267\u884c\u4efb\u52a1<\/td>\n<\/tr>\n<tr>\n<td>cli<\/td>\n<td>12,353<\/td>\n<td>2.4%<\/td>\n<td>CLI \u547d\u4ee4\u884c\u53c2\u6570\u89e3\u6790\u4e0e\u540e\u53f0\u4f1a\u8bdd\u7684\u751f\u547d\u5468\u671f\u7ba1\u7406<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>2.2 \u67b6\u6784\u9e1f\u77b0\u56fe<\/h3>\n<p>\u7cfb\u7edf\u5e95\u5c42\u4f9d\u8d56\u591a\u9879\u57fa\u7840\u670d\u52a1\uff0c\u4e0a\u5c42\u5219\u901a\u8fc7\u7cbe\u5bc6\u7684\u72b6\u6001\u673a\u548c\u4e8b\u4ef6\u673a\u5236\u9a71\u52a8 Agent \u7684\u51b3\u7b56\u4e0e\u64cd\u4f5c\uff0c\u5448\u73b0\u51fa\u9ad8\u5ea6\u6a21\u5757\u5316\u7684\u7279\u5f81\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/5a1817b78a3022a.jpeg\" alt=\"\u67b6\u6784\u9e1f\u77b0\" \/><\/p>\n<h3>2.3 \u8d2f\u7a7f\u5168\u5c40\u7684\u4e94\u6761\u8bbe\u8ba1\u539f\u5219<\/h3>\n<p>\u62c6\u89e3\u8fd9 51 \u4e07\u884c\u4ee3\u7801\u540e\uff0c\u53ef\u4ee5\u63d0\u70bc\u51fa\u4e3b\u5bfc\u67b6\u6784\u8d70\u5411\u7684\u4e94\u9879\u6838\u5fc3\u8bbe\u8ba1\u51c6\u5219\uff1a<\/p>\n<ol>\n<li><strong>\u5de5\u5177\u5373\u80fd\u529b\u8fb9\u754c<\/strong>\uff1aAgent \u6ca1\u6709\u4efb\u4f55\u7ed5\u8fc7\u5de5\u5177\u96c6\u76f4\u63a5\u64cd\u4f5c\u73af\u5883\u7684\u540e\u95e8\u3002\u8bfb\u53d6\u6587\u4ef6\u5fc5\u987b\u8c03\u7528 FileReadTool\uff0c\u4fee\u6539\u6587\u4ef6\u4f9d\u8d56 FileEditTool\uff0c\u6267\u884c\u7cfb\u7edf\u547d\u4ee4\u4ec5\u80fd\u901a\u8fc7 BashTool\u3002\u7cfb\u7edf\u80fd\u529b\u7684\u6269\u5c55\u5b8c\u5168\u7b49\u4ef7\u4e8e\u65b0\u5de5\u5177\u7684\u589e\u52a0\u3002<\/li>\n<li><strong>Fail-closed \u5b89\u5168\u9ed8\u8ba4<\/strong>\uff1a\u6240\u6709\u6d89\u53ca\u5b89\u5168\u5c5e\u6027\u7684\u9ed8\u8ba4\u8bbe\u5b9a\u90fd\u6781\u5ea6\u4fdd\u5b88\u3002\u5de5\u5177\u9ed8\u8ba4\u4e0d\u5141\u8bb8\u5e76\u884c\u6267\u884c\uff08<code>isConcurrencySafe: false<\/code>\uff09\uff0c\u9ed8\u8ba4\u5047\u8bbe\u5177\u6709\u5199\u5165\u7834\u574f\u6027\uff08<code>isReadOnly: false<\/code>\uff09\uff0c\u4e14\u6240\u6709\u64cd\u4f5c\u6743\u9650\u9ed8\u8ba4\u62e6\u622a\uff0c\u5f3a\u5236\u8981\u6c42\u7528\u6237\u6388\u6743\u3002<\/li>\n<li><strong>Context Engineering \u5927\u4e8e Prompt Engineering<\/strong>\uff1a\u5de5\u7a0b\u53d1\u529b\u70b9\u5e76\u975e\u5229\u7528\u4e00\u6bb5\u5197\u957f\u7684\u63d0\u793a\u8bcd\u544a\u8bc9\u6a21\u578b\u201c\u4f60\u662f\u8c01\u201d\uff0c\u800c\u662f\u5728\u6bcf\u4e00\u8f6e\u5bf9\u8bdd\u4e2d\u52a8\u6001\u7ec4\u88c5\u5b8c\u6574\u7684\u4e0a\u4e0b\u6587\u73af\u5883\uff0c\u624b\u6bb5\u5305\u62ec\u5206\u6bb5\u7f13\u5b58\u3001\u52a8\u6001\u72b6\u6001\u6ce8\u5165\u4ee5\u53ca\u591a\u5c42\u7ea7\u7684\u4e0a\u4e0b\u6587\u538b\u7f29\u3002<\/li>\n<li><strong>\u9ad8\u5ea6\u7684\u53ef\u7ec4\u5408\u6027<\/strong>\uff1a\u4e0d\u540c\u6a21\u5757\u4e4b\u95f4\u65e0\u7f1d\u590d\u7528\u3002\u5b50 Agent \u76f4\u63a5\u590d\u7528\u4e3b\u7ebf\u7a0b\u7684\u00a0<code>query()<\/code>\u00a0\u51fd\u6570\u5f15\u64ce\uff0cMCP \u5916\u90e8\u5de5\u5177\u590d\u7528\u7cfb\u7edf\u5185\u90e8\u7684\u6743\u9650\u68c0\u67e5\u6d41\u6c34\u7ebf\uff0cTeam \u534f\u4f5c\u6a21\u5f0f\u5219\u590d\u7528 Subagent \u7684\u5e95\u5c42\u6267\u884c\u5f15\u64ce\u3002<\/li>\n<li><strong>\u7f16\u8bd1\u65f6\u6d88\u9664\u4f18\u4e8e\u8fd0\u884c\u65f6\u5224\u65ad<\/strong>\uff1a\u5229\u7528 Bun \u8fd0\u884c\u65f6\u7684\u00a0<code>feature()<\/code>\u00a0\u5b8f [7] \u5b9e\u73b0\u6784\u5efa\u65f6\u7684\u6b7b\u4ee3\u7801\u6d88\u9664\uff08DCE\uff09\u3002\u672a\u88ab\u542f\u7528\u7684\u529f\u80fd\u4e0d\u4ec5\u5728\u8fd0\u884c\u65f6\u4e0d\u6267\u884c\uff0c\u5728\u6700\u7ec8\u751f\u6210\u7684 Bundle \u5305\u4e2d\u4e5f\u5b8c\u5168\u4e0d\u5b58\u5728\u7269\u7406\u4ee3\u7801\u3002<\/li>\n<\/ol>\n<h2>\u4e09\u3001Agent Loop\uff1a\u7cfb\u7edf\u7684\u6267\u884c\u5fc3\u810f<\/h2>\n<p>\u4f4d\u4e8e\u00a0<code>src\/QueryEngine.ts<\/code>\uff081295 \u884c\uff09\u4e0e\u00a0<code>src\/query.ts<\/code>\uff081729 \u884c\uff09\uff0c\u5916\u52a0\u5de5\u5177\u6267\u884c\u5c42\u7684\u00a0<code>StreamingToolExecutor.ts<\/code>\uff08530 \u884c\uff09\u548c\u00a0<code>toolExecution.ts<\/code>\uff081745 \u884c\uff09\uff0c\u5171\u540c\u6784\u6210\u4e86\u9a71\u52a8 Agent \u8fd0\u8f6c\u7684\u6838\u5fc3\u3002<\/p>\n<h3>3.1 \u4e24\u5c42\u5faa\u73af\u6a21\u578b<\/h3>\n<p>Agent Loop \u6452\u5f03\u4e86\u4f20\u7edf\u7684 while \u5faa\u73af\uff0c\u6784\u5efa\u4e86\u4e00\u4e2a\u5305\u542b 7 \u79cd\u6062\u590d\u8def\u5f84\u548c 10 \u79cd\u7ec8\u6b62\u6761\u4ef6\u7684\u9690\u5f0f\u72b6\u6001\u673a\uff0c\u5e76\u5728\u7ed3\u6784\u4e0a\u5212\u5206\u4e3a\u4e24\u5c42\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/fb7748b4e8313f7.jpeg\" alt=\"\u4e24\u5c42\u5faa\u73af\u6a21\u578b\" \/><\/p>\n<p><strong>QueryEngine\uff08\u5916\u5c42\u4f1a\u8bdd\u7ba1\u7406\uff09<\/strong>\uff1a\u5904\u7406\u591a\u8f6e\u72b6\u6001\u7ef4\u62a4\u3001Transcript \u7684\u78c1\u76d8\u6301\u4e45\u5316\u3001SDK \u534f\u8bae\u9002\u914d\u4ee5\u53ca API <a href=\"https:\/\/www.kdjingpai.com\/tokenization\/\">Token<\/a> \u6d88\u8017\u91cf\u7684\u7d2f\u8ba1\u3002<br \/>\n<strong>queryLoop\uff08\u5185\u5c42\u5355\u8f6e\u6267\u884c\uff09<\/strong>\uff1a\u4e13\u6ce8\u4e8e\u53d1\u8d77 API \u8c03\u7528\u3001\u89e3\u6790\u5e76\u6267\u884c\u5de5\u5177\uff0c\u4ee5\u53ca\u5c40\u90e8\u7684\u9519\u8bef\u6062\u590d\u673a\u5236\u3002<\/p>\n<p>\u4e24\u5c42\u4e4b\u95f4\u901a\u8fc7 AsyncGenerator \u5f02\u6b65\u751f\u6210\u5668\u5efa\u7acb\u8fde\u63a5\uff1a\u5185\u5c42\u7684 queryLoop \u8d1f\u8d23\u00a0<code>yield<\/code>\u00a0\u4ea7\u51fa\u6d88\u606f\u5bf9\u8c61\uff0c\u5916\u5c42\u7684 QueryEngine \u8d1f\u8d23\u6d88\u8d39\u3002\u8fd9\u79cd\u8bbe\u8ba1\u89e3\u51b3\u4e86\u4e09\u4e2a\u5de5\u7a0b\u75db\u70b9\uff1a<\/p>\n<ol>\n<li><strong>\u80cc\u538b\u63a7\u5236<\/strong>\uff1a\u8c03\u7528\u65b9\u6309\u9700\u62c9\u53d6\u6570\u636e\uff0c\u907f\u514d\u5185\u5b58\u88ab\u6a21\u578b\u6d77\u91cf\u7684\u6d41\u5f0f\u8f93\u51fa\u6df9\u6ca1\u3002<\/li>\n<li><strong>\u4e2d\u65ad\u8bed\u4e49\u4f20\u64ad<\/strong>\uff1a\u8c03\u7528\u751f\u6210\u5668\u7684\u00a0<code>.return()<\/code>\u00a0\u80fd\u591f\u7ea7\u8054\u5173\u95ed\u6240\u6709\u5d4c\u5957\u7684 Generator \u5b9e\u4f8b\uff0c\u4f7f\u5f97\u7528\u6237\u7684\u53d6\u6d88\u64cd\u4f5c\u80fd\u591f\u77ac\u95f4\u4f20\u64ad\u81f3\u6240\u6709\u5e95\u5c42\u4efb\u52a1\u3002<\/li>\n<li><strong>\u6d41\u5f0f\u7ec4\u5408<\/strong>\uff1a\u5b50 Agent \u7684\u00a0<code>runAgent()<\/code>\u00a0\u8fd4\u56de\u7684\u540c\u6837\u662f AsyncGenerator\uff0c\u4f7f\u5176\u80fd\u591f\u76f4\u63a5\u5d4c\u5957\u56de\u4e3b Agent \u7684\u6570\u636e\u6d41\u4e2d\u3002<\/li>\n<\/ol>\n<h3>3.2 queryLoop \u7684\u72b6\u6001\u673a\u8bbe\u8ba1<\/h3>\n<p>queryLoop \u672c\u8d28\u662f\u4e00\u4e2a\u00a0<code>while(true)<\/code>\u00a0\u5faa\u73af\uff0c\u6bcf\u4e00\u6b21\u8fed\u4ee3\u4ee3\u8868\u4e00\u6b21\u201cAPI \u8c03\u7528 + \u5de5\u5177\u6267\u884c\u201d\u5468\u671f\u3002\u5faa\u73af\u7684\u9000\u51fa\u7531\u4e24\u79cd\u7c7b\u578b\u51b3\u5b9a\uff1a<\/p>\n<ul>\n<li><strong>Terminal<\/strong>\uff1a\u8fbe\u5230\u7ec8\u6b62\u6761\u4ef6\uff0c\u7ed3\u675f\u5faa\u73af\u5e76\u8fd4\u56de\u5177\u4f53\u539f\u56e0\u3002<\/li>\n<li><strong>Continue<\/strong>\uff1a\u89e6\u53d1\u6062\u590d\u8def\u5f84\uff0c\u901a\u8fc7\u00a0<code>state = next; <a href=\"https:\/\/www.kdjingpai.com\/continue\/\">continue<\/a><\/code>\u00a0\u643a\u5e26\u65b0\u72b6\u6001\u8fdb\u5165\u4e0b\u4e00\u8f6e\u8fed\u4ee3\u3002<\/li>\n<\/ul>\n<p>\u4e3a\u4e86\u9632\u6b62\u72b6\u6001\u9057\u6f0f\uff0c\u7cfb\u7edf\u5e76\u672a\u4f7f\u7528\u96f6\u6563\u7684\u53d8\u91cf\u8d4b\u503c\uff0c\u800c\u662f\u96c6\u4e2d\u7ef4\u62a4\u4e86\u4e00\u4e2a\u00a0<code>State<\/code>\u00a0\u7ed3\u6784\u4f53\uff1a<\/p>\n<pre><code>type State = {\r\nmessages: Message[]\r\ntoolUseContext: ToolUseContext\r\nautoCompactTracking: AutoCompactTrackingState | undefined\r\nmaxOutputTokensRecoveryCount: number\r\nhasAttemptedReactiveCompact: boolean\r\npendingToolUseSummary: Promise&lt;ToolUseSummaryMessage | null&gt; | undefined\r\nturnCount: number\r\ntransition: Continue | undefined\r\n}\r\n<\/code><\/pre>\n<p>\u6e90\u7801\u4e2d\u00a0<code>query.ts:266-268<\/code>\u00a0\u7684\u6ce8\u91ca\u7279\u522b\u8bf4\u660e\u4e86\u8fd9\u4e00\u52a8\u673a\uff1a\u7528\u4e00\u4e2a\u5b8c\u6574\u7684 State \u8d4b\u503c\u66ff\u4ee3\u591a\u4e2a\u72ec\u7acb\u53d8\u91cf\u53d8\u66f4\uff0c\u5f3a\u5236\u5f00\u53d1\u8005\u5728\u6bcf\u4e00\u4e2a continue \u7ad9\u70b9\u663e\u5f0f\u58f0\u660e\u6240\u6709\u72b6\u6001\uff0c\u4ece\u800c\u5f7b\u5e95\u907f\u514d\u4e0a\u4e0b\u6587\u4e0d\u4e00\u81f4\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/7748b392ab3e14b.jpeg\" alt=\"queryLoop \u72b6\u6001\u8f6c\u6362\u56fe\" \/><\/p>\n<h3>3.3 \u6d88\u606f\u9884\u5904\u7406\u7ba1\u7ebf\uff1a\u7531\u8f7b\u5230\u91cd\u7684\u4e0a\u4e0b\u6587\u7ba1\u7406<\/h3>\n<p>\u5728\u53d1\u8d77 API \u8bf7\u6c42\u4e4b\u524d\uff0c\u6d88\u606f\u5217\u8868\u4f1a\u7ecf\u8fc7\u4e00\u6761\u4e25\u683c\u9075\u5faa\u201c\u7531\u8f7b\u5230\u91cd\u201d\u539f\u5219\u7684\u9884\u5904\u7406\u7ba1\u7ebf\u3002\u7cfb\u7edf\u4f18\u5148\u6267\u884c\u6210\u672c\u4f4e\u5ec9\u7684\u672c\u5730\u64cd\u4f5c\uff0c\u6700\u540e\u624d\u52a8\u7528\u6d88\u8017 API \u989d\u5ea6\u7684\u91cd\u578b\u64cd\u4f5c\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/0ce6fde3db8d85e.jpeg\" alt=\"\u6d88\u606f\u9884\u5904\u7406\u7ba1\u7ebf\" \/><\/p>\n<p>\u5728\u8c03\u7528 AutoCompact\uff08\u81ea\u52a8\u538b\u7f29\u6458\u8981\uff09\u4e4b\u524d\uff0c\u7cfb\u7edf\u4f1a\u5148\u6267\u884c Context Collapse\u3002\u56e0\u4e3a AutoCompact \u6210\u672c\u9ad8\u6602\u4e14\u4f1a\u7834\u574f\u7ec6\u7c92\u5ea6\u4e0a\u4e0b\u6587\uff0c\u800c Context Collapse \u5219\u662f\u901a\u8fc7\u6298\u53e0\u6b21\u8981\u6d88\u606f\u6765\u5c3d\u53ef\u80fd\u4fdd\u7559\u539f\u59cb\u8bf7\u6c42\u3002<\/p>\n<p>AutoCompact \u7684\u89e6\u53d1\u5b58\u5728\u7cbe\u786e\u7684\u6570\u5b66\u6a21\u578b\uff0c\u516c\u5f0f\u5982\u4e0b\uff1a<\/p>\n<p>\u6709\u6548\u4e0a\u4e0b\u6587\u7a97\u53e3 = \u6a21\u578b\u4e0a\u4e0b\u6587\u7a97\u53e3 &#8211; max(max_output_tokens, 20000)<\/p>\n<p>\u89e6\u53d1\u9608\u503c = \u6709\u6548\u4e0a\u4e0b\u6587\u7a97\u53e3 &#8211; 13000<\/p>\n<p>\u5bf9\u4e8e\u62e5\u6709 200k \u7a97\u53e3\u9650\u5236\u7684\u6a21\u578b\uff0c\u538b\u7f29\u52a8\u4f5c\u5927\u7ea6\u5728 167k <a href=\"https:\/\/www.kdjingpai.com\/tokenization\/\">tokens<\/a> \u9644\u8fd1\u542f\u52a8\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\u5176\u65ad\u8def\u5668\u673a\u5236\u8bbe\u8ba1\uff1a\u8fde\u7eed\u5931\u8d25 3 \u6b21\u5373\u505c\u6b62\u91cd\u8bd5\u3002\u6e90\u7801\u6ce8\u91ca\u5f15\u7528\u4e86\u771f\u5b9e\u7684\u9065\u6d4b\u6570\u636e\uff1a\u201c\u5168\u7403\u6709 1,279 \u4e2a\u4f1a\u8bdd\u51fa\u73b0\u4e86 50 \u6b21\u4ee5\u4e0a\u7684\u8fde\u7eed\u538b\u7f29\u5931\u8d25\uff08\u6700\u9ad8\u8fbe 3,272 \u6b21\uff09\uff0c\u6bcf\u5929\u6d6a\u8d39\u4e86\u7ea6 250K \u6b21 API \u8c03\u7528\u201d\u3002\u8fd9\u4e00\u5fae\u5c0f\u7684\u673a\u5236\u963b\u65ad\u4e86\u5927\u89c4\u6a21\u90e8\u7f72\u4e0b\u7684\u8d44\u6e90\u9ed1\u6d1e\u3002<\/p>\n<h3>3.4 \u6d41\u5f0f\u5de5\u5177\u6267\u884c\u5668\u7684\u5e76\u53d1\u63a7\u5236\u7cbe\u9ad3<\/h3>\n<p>\u5f53\u6a21\u578b\u5728\u4e00\u4e2a\u8bf7\u6c42\u5185\u5e76\u884c\u8f93\u51fa\u591a\u4e2a\u5de5\u5177\u8c03\u7528\u5757\u65f6\uff0c\u7cfb\u7edf\u9ed8\u8ba4\u91c7\u7528\u00a0<code>StreamingToolExecutor<\/code>\uff08\u6d41\u5f0f\u6267\u884c\uff09\u3002\u5728 API \u6d41\u5f0f\u63a5\u6536\u9636\u6bb5\uff0c\u53ea\u8981\u6536\u5230\u4e00\u4e2a\u5b8c\u6574\u7684 tool_use \u5757\uff0c\u4fbf\u7acb\u5373\u542f\u52a8\u6267\u884c\u3002<\/p>\n<p>\u6d41\u5f0f\u6267\u884c\u5668\u7684\u5e76\u53d1\u63a7\u5236\u6a21\u578b\u57fa\u4e8e\u5de5\u5177\u5206\u533a\u7684\u7406\u5ff5\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/232466663313071.jpeg\" alt=\"\u6d41\u5f0f\u5de5\u5177\u6267\u884c\u5668\" \/><\/p>\n<p>\u6267\u884c\u5668\u901a\u8fc7\u8bfb\u53d6\u5de5\u5177\u7684\u00a0<code>isConcurrencySafe(input)<\/code>\u00a0\u5c5e\u6027\u5c06\u8fde\u7eed\u7684\u5b89\u5168\u5de5\u5177\u5212\u5165\u4e00\u4e2a\u201c\u5e76\u884c\u5206\u533a\u201d\u3002\u4e00\u65e6\u9047\u5230\u975e\u5b89\u5168\u5de5\u5177\uff08\u4f8b\u5982 FileEdit\uff0c\u4e24\u4e2a\u5e76\u884c\u7684 FileEdit \u4fee\u6539\u540c\u4e00\u6587\u4ef6\u5fc5\u7136\u5bfc\u81f4\u884c\u53f7\u504f\u79fb\u4e0e\u8986\u76d6\uff09\uff0c\u5c31\u4f1a\u5f00\u542f\u65b0\u7684\u5206\u533a\u3002\u5206\u533a\u95f4\u5f3a\u5236\u4e32\u884c\u6267\u884c\uff0c\u800c\u5206\u533a\u5185\u90e8\u5141\u8bb8\u5b8c\u5168\u5e76\u884c\u3002<br \/>\n\u5176\u4e2d\u6709\u4e00\u9879\u9632\u5fa1\u6027\u8bbe\u8ba1\uff1a\u5982\u679c\u5b89\u5168\u6821\u9a8c\u51fd\u6570\u81ea\u8eab\u629b\u51fa\u89e3\u6790\u5f02\u5e38\uff0c\u7cfb\u7edf\u5c06\u9075\u5faa fail-closed \u539f\u5219\uff0c\u9ed8\u8ba4\u5c06\u5176\u89c6\u4e3a\u975e\u5b89\u5168\u5de5\u5177\u6267\u884c\uff0c\u5b81\u53ef\u727a\u7272\u6027\u80fd\u4e5f\u4e0d\u5192\u5e76\u53d1\u51b2\u7a81\u7684\u98ce\u9669\u3002<\/p>\n<h3>3.5 \u6d88\u606f\u6263\u7559\u4e0e Token \u9884\u7b97\u7ba1\u7406<\/h3>\n<p>\u5e76\u975e\u6240\u6709 API \u8fd4\u56de\u7684\u4fe1\u606f\u90fd\u76f4\u63a5\u66b4\u6f0f\u7ed9\u524d\u7aef\u3002\u7cfb\u7edf\u4f1a\u6263\u7559\u4e09\u7c7b\u6d88\u606f\uff1a<\/p>\n<ol>\n<li><strong>prompt-too-long \u9519\u8bef<\/strong>\uff1a\u88ab reactiveCompact \u6263\u7559\uff0c\u5c1d\u8bd5\u538b\u7f29\u540e\u5185\u90e8\u91cd\u8bd5\u3002<\/li>\n<li><strong>media-size \u9519\u8bef<\/strong>\uff1a\u5c1d\u8bd5\u5265\u79bb\u8fc7\u5927\u7684\u56fe\u50cf\u9644\u4ef6\u540e\u5185\u90e8\u91cd\u8bd5\u3002<\/li>\n<li><strong>max_output_tokens \u9519\u8bef<\/strong>\uff1a\u6302\u8d77\u7b49\u5f85\u7cfb\u7edf\u51b3\u5b9a\u662f\u5426\u6ce8\u5165\u63a5\u7eed\u6307\u4ee4\u3002<br \/>\n\u8fd9\u79cd\u6263\u7559\u673a\u5236\u7684\u6838\u5fc3\u5728\u4e8e\u4fdd\u62a4 SDK \u6d88\u8d39\u8005\uff08\u4f8b\u5982\u684c\u9762\u5ba2\u6237\u7aef\uff09\u2014\u2014\u6d88\u8d39\u8005\u4e00\u65e6\u63a5\u6536\u5230 error \u5b57\u6bb5\u5f80\u5f80\u4f1a\u7ec8\u6b62\u4f1a\u8bdd\uff0c\u9690\u85cf\u4e2d\u95f4\u6001\u9519\u8bef\u53ef\u4ee5\u4fdd\u8bc1\u5185\u90e8\u6062\u590d\u5faa\u73af\u4e0d\u88ab\u5916\u90e8\u8fc7\u65e9\u4e2d\u65ad\u3002<\/li>\n<\/ol>\n<p>\u5f53\u6a21\u578b\u6b63\u5e38\u505c\u6b62\u8f93\u51fa\u4f46\u7531\u4e8e\u6587\u672c\u8fc7\u957f\u672a\u80fd\u5b8c\u6210\u4efb\u52a1\u65f6\uff0c\u53ea\u8981 Token Budget \u5145\u8db3\uff0c\u7cfb\u7edf\u4f1a\u6ce8\u5165\u4e00\u6761 nudge \u6d88\u606f\u4fc3\u4f7f\u6a21\u578b\u7ee7\u7eed\u3002\u5b50 Agent \u88ab\u7981\u6b62\u4f7f\u7528\u8be5\u9884\u7b97\u4ee5\u9632\u6b62\u65e0\u9650\u6302\u8d77\u3002\u9012\u51cf\u6536\u76ca\u68c0\u6d4b\u4e5f\u968f\u4e4b\u751f\u6548\uff1a\u82e5\u8fde\u7eed 3 \u6b21\u63a2\u6d4b\u5230\u589e\u91cf\u5c11\u4e8e 500 \u4e2a tokens\uff0c\u8bf4\u660e\u6a21\u578b\u9677\u5165\u7a7a\u8f6c\uff0c\u7cfb\u7edf\u5c06\u5f3a\u5236\u7ec8\u6b62\u3002<\/p>\n<h2>\u56db\u3001\u5de5\u5177\u7cfb\u7edf\uff1a\u7ea6\u675f\u4e0e\u80fd\u529b<\/h2>\n<p>\u5de5\u5177\u7cfb\u7edf\u6a2a\u8de8 40 \u591a\u4e2a\u76ee\u5f55\uff0c\u4ee3\u7801\u91cf\u8fd1 5 \u4e07\u884c\u3002Agent \u80fd\u591f\u64cd\u4f5c\u7684\u4e00\u5207\uff0c\u5b8c\u5168\u53d7\u9650\u4e8e\u7cfb\u7edf\u63d0\u4f9b\u7684\u5de5\u5177\u5e93\u3002<\/p>\n<h3>4.1 Tool \u63a5\u53e3\u7684\u516d\u5927\u529f\u80fd\u7ec4<\/h3>\n<p>\u6cdb\u578b\u63a5\u53e3 Tool \u89c4\u5b9a\u4e86\u7ea6 30 \u4e2a\u65b9\u6cd5\uff0c\u5728\u529f\u80fd\u4e0a\u5212\u5206\u4e3a\u516d\u4e2a\u6a21\u5757\u3002\u5176\u00a0<code>buildTool<\/code>\u00a0\u5de5\u5382\u51fd\u6570\u6ce8\u5165\u4e86\u4e25\u82db\u7684\u5b89\u5168\u9ed8\u8ba4\u503c\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/0219c135628e69f.jpeg\" alt=\"Tool \u63a5\u53e3\u516d\u4e2a\u529f\u80fd\u7ec4\" \/><\/p>\n<table>\n<thead>\n<tr>\n<th>\u5c5e\u6027<\/th>\n<th>\u9ed8\u8ba4\u503c<\/th>\n<th>\u8bbe\u8ba1\u52a8\u673a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><code>isConcurrencySafe<\/code><\/td>\n<td><code>false<\/code><\/td>\n<td>\u5047\u5b9a\u4f1a\u5f15\u53d1\u5e76\u53d1\u51b2\u7a81\uff0c\u5f3a\u5236\u4e32\u884c\u6392\u961f<\/td>\n<\/tr>\n<tr>\n<td><code>isReadOnly<\/code><\/td>\n<td><code>false<\/code><\/td>\n<td>\u5047\u5b9a\u5177\u5907\u5199\u64cd\u4f5c\u7279\u5f81\uff0c\u89e6\u53d1\u4e25\u683c\u5199\u5165\u6743\u9650\u5ba1\u8ba1<\/td>\n<\/tr>\n<tr>\n<td><code>isDestructive<\/code><\/td>\n<td><code>false<\/code><\/td>\n<td>\u4e0d\u9884\u8bbe\u4e3a\u7834\u574f\u6027\u64cd\u4f5c\uff0c\u9632\u6b62 UI \u6ee5\u53d1\u8b66\u544a\u4ea7\u751f\u75b2\u52b3<\/td>\n<\/tr>\n<tr>\n<td><code>checkPermissions<\/code><\/td>\n<td><code>allow<\/code><\/td>\n<td>\u5185\u90e8\u9ed8\u8ba4\u653e\u884c\uff0c\u5b9e\u9645\u62e6\u622a\u7531\u5916\u5c42\u5168\u5c40\u6743\u9650\u4f53\u7cfb\u515c\u5e95\u5904\u7406<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>4.2 ToolUseContext \u7684 40 \u4f59\u9879\u72b6\u6001<\/h3>\n<p>\u5de5\u5177\u7684\u00a0<code>call()<\/code>\u00a0\u65b9\u6cd5\u9700\u8981\u63a5\u6536\u4e00\u4e2a\u6781\u5176\u5e9e\u5927\u7684\u00a0<code>ToolUseContext<\/code>\u00a0\u5bf9\u8c61\uff0c\u8fd9\u8868\u660e\u5e95\u5c42\u5de5\u5177\u7edd\u975e\u7eaf\u51fd\u6570\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u4e0a\u4e0b\u6587\u5b57\u6bb5<\/th>\n<th>\u7528\u9014<\/th>\n<th>\u4e3a\u4ec0\u4e48\u4e0d\u53ef\u7701\u7565<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><code>readFileState<\/code><\/td>\n<td>\u6587\u4ef6\u8bfb\u53d6\u8bb0\u5f55\u7f13\u5b58<\/td>\n<td>FileEditTool \u5fc5\u987b\u6821\u9a8c\u6b64\u5b57\u6bb5\uff0c\u62d2\u7edd\u7f16\u8f91\u6a21\u578b\u672a\u5ba1\u9605\u8fc7\u7684\u6587\u4ef6<\/td>\n<\/tr>\n<tr>\n<td><code>abortController<\/code><\/td>\n<td>\u53d6\u6d88\u4fe1\u53f7\u53e5\u67c4<\/td>\n<td>\u5141\u8bb8\u7528\u6237\u968f\u65f6\u4e2d\u65ad BashTool \u6267\u884c\u7684\u8017\u65f6\u6784\u5efa\u547d\u4ee4<\/td>\n<\/tr>\n<tr>\n<td><code>setToolJSX<\/code><\/td>\n<td>UI \u6e32\u67d3\u56de\u8c03\u6ce8\u5165<\/td>\n<td>\u4f7f\u5f97 BashTool \u7b49\u5de5\u5177\u80fd\u5728\u7ec8\u7aef\u76f4\u63a5\u7ed8\u5236\u8fdb\u5ea6\u6761\u7ec4\u4ef6<\/td>\n<\/tr>\n<tr>\n<td><code>agentId<\/code><\/td>\n<td>\u5b9e\u4f8b\u8eab\u4efd\u6807\u8bc6<\/td>\n<td>\u533a\u5206\u4e3b\u8fdb\u7a0b\u4e0e\u5b50 Agent\uff0c\u4ee5\u6b64\u7ed1\u5b9a\u72ec\u7acb\u7684 CWD \u76ee\u5f55<\/td>\n<\/tr>\n<tr>\n<td><code>contentReplacementState<\/code><\/td>\n<td>\u9884\u7b97\u63a7\u5236<\/td>\n<td>\u62e6\u622a\u5931\u63a7\u7684\u5de5\u5177\u8f93\u51fa\uff0c\u9632\u6b62\u5176\u77ac\u95f4\u6491\u7206\u7cfb\u7edf\u4e0a\u4e0b\u6587<\/td>\n<\/tr>\n<tr>\n<td><code>updateFileHistoryState<\/code><\/td>\n<td>\u5386\u53f2\u72b6\u6001\u6307\u9488<\/td>\n<td>\u63d0\u4f9b\u5bf9\u6587\u4ef6\u53d8\u52a8\u7684\u8ffd\u8e2a\uff0c\u662f\u00a0<code>\/rewind<\/code>\u00a0\u64a4\u9500\u547d\u4ee4\u7684\u5e95\u5c42\u4f9d\u8d56<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5982\u679c\u5de5\u5177\u6267\u884c\u5b8c\u6bd5\u9700\u8981\u4fee\u6539\u5168\u5c40\u72b6\u6001\uff08\u4f8b\u5982\u00a0<code>cd<\/code>\u00a0\u5207\u6362\u76ee\u5f55\uff09\uff0c\u53ea\u80fd\u901a\u8fc7\u8fd4\u56de\u00a0<code>contextModifier<\/code>\u00a0\u5b57\u6bb5\u5b9e\u73b0\u53d7\u63a7\u4fee\u6539\u3002\u4e14\u6b64\u6743\u9650\u4ec5\u5f00\u653e\u7ed9\u4e32\u884c\u5de5\u5177\uff0c\u5e76\u53d1\u6267\u884c\u7684\u5de5\u5177\u4e25\u7981\u5e72\u6d89\u5168\u5c40\u73af\u5883\u3002<\/p>\n<h3>4.3 \u7f16\u8bd1\u65f6\u6d88\u9664\u4e0e\u5206\u533a\u6ce8\u518c<\/h3>\n<p><code>src\/tools.ts<\/code>\u00a0\u91c7\u7528\u4e09\u79cd\u7b56\u7565\u8fdb\u884c\u5de5\u5177\u6ce8\u518c\u4e0e\u52a0\u8f7d\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/4bfe983eabf240e.jpeg\" alt=\"\u5de5\u5177\u6ce8\u518c\u4e09\u79cd\u52a0\u8f7d\u7b56\u7565\" \/><\/p>\n<p>Bun \u7684\u00a0<code>feature()<\/code>\u00a0\u5b8f\u5728\u6b64\u53d1\u6325\u4e86\u5173\u952e\u4f5c\u7528\u3002\u5904\u4e8e Feature gate \u63a7\u5236\u4e0b\u7684\u00a0<code>require()<\/code>\u00a0\u5206\u652f\u82e5\u88ab\u5224\u5b9a\u4e3a false\uff0c\u6784\u5efa\u5668\u4e0d\u4ec5\u4e0d\u6267\u884c\u8be5\u903b\u8f91\uff0c\u66f4\u4f1a\u5229\u7528 DCE\uff08\u6b7b\u4ee3\u7801\u6d88\u9664\uff09\u5c06\u5176\u4ece\u4ea7\u7269\u4e2d\u5f7b\u5e95\u62b9\u53bb\u3002\u7531\u4e8e\u52a8\u6001\u7684\u00a0<code>require()<\/code>\u00a0\u652f\u6301\u6761\u4ef6\u8bed\u53e5\u5305\u88f9\u800c\u9759\u6001\u00a0<code>import<\/code>\u00a0\u4e0d\u884c\uff0c\u56e0\u6b64\u6b64\u5904\u9009\u7528\u4e86\u00a0<code>require()<\/code>\u3002<br \/>\n\u5de5\u5177\u7684\u7ec4\u88c5\u9636\u6bb5\u00a0<code>assembleToolPool<\/code>\u00a0\u5b9e\u884c\u4e86\u4e25\u683c\u7684\u5206\u533a\u6392\u5e8f\u7b56\u7565\uff1a\u5185\u5efa\u5de5\u5177\u6392\u5728\u9996\u4f4d\u6309\u5b57\u6bcd\u6392\u5e8f\uff0c\u5916\u90e8\u5f15\u5165\u7684 <a href=\"https:\/\/www.kdjingpai.com\/model-context-protocol\/\">MCP<\/a> \u5de5\u5177\u6392\u5728\u672b\u5c3e\u3002\u8fd9\u79cd\u4e0d\u6df7\u5408\u7684\u5e03\u5c40\u786e\u4fdd\u4e86\u670d\u52a1\u7aef Prompt Cache \u7684\u7f13\u5b58\u65ad\u70b9\u7a33\u5b9a\u843d\u5728\u6700\u540e\u4e00\u4e2a\u5185\u5efa\u5de5\u5177\u4e4b\u540e\uff0c\u9632\u6b62\u4e86\u52a8\u6001\u52a0\u8f7d MCP \u5bfc\u81f4\u957f\u6548\u7f13\u5b58\u7684\u5931\u6548\u3002<\/p>\n<h3>4.4 BashTool\uff1a18 \u4e2a\u6587\u4ef6\u7684\u5b89\u5168\u5821\u5792<\/h3>\n<p>\u7531\u4e8e Shell \u547d\u4ee4\u5177\u5907\u8fd1\u4e4e\u65e0\u9650\u7684\u7834\u574f\u529b\uff0cBashTool \u5355\u72ec\u5360\u636e\u4e86 18 \u4e2a\u6587\u4ef6\uff0c\u6784\u5efa\u51fa 8 \u5c42\u7684\u9632\u5fa1\u4f53\u7cfb\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/17bc9bd99b50272.jpeg\" alt=\"BashTool 8 \u5c42\u5b89\u5168\u68c0\u67e5\" \/><\/p>\n<p>\u51e0\u4e2a\u6781\u5177\u53c2\u8003\u4ef7\u503c\u7684\u5b89\u5168\u8bbe\u8ba1\uff1a<br \/>\n<strong>\u590d\u5408\u547d\u4ee4\u7269\u7406\u9694\u79bb<\/strong>\uff1a\u7cfb\u7edf\u5229\u7528 tree-sitter \u89e3\u6790 Shell AST\uff0c\u5c06\u00a0<code>cd \/path &amp;&amp; python3 evil.py<\/code>\u00a0\u7cbe\u786e\u62c6\u89e3\u4e3a\u72ec\u7acb\u7684 SimpleCommand\u3002\u53ea\u8981\u4efb\u4f55\u4e00\u4e2a\u5b50\u547d\u4ee4\u672a\u901a\u8fc7\u5ba1\u8ba1\uff0c\u6574\u6761\u590d\u5408\u6307\u4ee4\u5373\u88ab\u5426\u51b3\u3002\u4e3a\u4e86\u9632\u8303 ReDoS \u653b\u51fb\u53ca\u4e8b\u4ef6\u5faa\u73af\u9965\u997f\uff0c\u5355\u4e00\u6307\u4ee4\u88ab\u786c\u6027\u89c4\u5b9a\u6700\u591a\u62c6\u5206\u4e3a 50 \u4e2a\u5b50\u547d\u4ee4\u3002<br \/>\n<strong>Flag \u7ea7\u767d\u540d\u5355\u9a8c\u8bc1<\/strong>\uff1a\u4e0d\u4ec5\u9501\u5b9a\u547d\u4ee4\u540d\uff0c\u66f4\u5bf9\u53c2\u6570\uff08Flag\uff09\u503c\u8fdb\u884c\u6df1\u5ea6\u68c0\u9a8c\u3002\u4f8b\u5982\u9650\u5236\u00a0<code>xargs -I<\/code>\u00a0\u7684\u8f93\u5165\u683c\u5f0f\uff0c\u9632\u5907\u6a21\u578b\u6076\u610f\u5229\u7528\u00a0<code>-i<\/code>\u00a0\u7684 GNU \u53d8\u79cd\u8bed\u4e49\u6267\u884c\u8fdb\u7a0b\u6ce8\u5165\u3002<br \/>\n<strong>25 \u79cd\u8bed\u6cd5\u6ce8\u5165\u68c0\u6d4b<\/strong>\uff1a<code>bashSecurity.ts<\/code>\u00a0\u4e2d\u56ca\u62ec\u4e86\u8d85\u8fc7 25 \u79cd\u9488\u5bf9\u7279\u6b8a\u8bed\u6cd5\u7684\u4fa6\u6d4b\u903b\u8f91\uff0c\u6db5\u76d6\u547d\u4ee4\u66ff\u6362\uff08\u53cd\u5f15\u53f7\u6216\u00a0<code>$()<\/code>\uff09\u3001\u8fdb\u7a0b\u66ff\u6362\uff08<code>&lt;()<\/code>\uff09\u3001Zsh \u7279\u6709\u7684\u9ad8\u5371\u5185\u5efa\u65b9\u6cd5\uff08\u5982\u00a0<code>zmodload<\/code>\u3001<code>syswrite<\/code>\uff09\u3001\u63a7\u5236\u5b57\u7b26\u4ee5\u53ca\u5404\u7c7b Unicode \u4f2a\u88c5\u7a7a\u767d\u7b26\u3002<br \/>\n<strong>\u6c99\u7bb1\u73af\u5883\u515c\u5e95<\/strong>\uff1a<code>SandboxManager<\/code>\u00a0\u901a\u8fc7\u7ea6\u675f\u6587\u4ef6\u7cfb\u7edf\u7684\u8bfb\u5199\u8def\u5f84\u3001\u9650\u5236\u7f51\u7edc\u8bbf\u95ee\u5730\u5740\u548c Unix socket\uff0c\u6784\u5efa\u4e86\u6700\u540e\u4e00\u5c42\u5b89\u5168\u7f51\u3002<\/p>\n<h3>4.5 FileEditTool \u7684\u641c\u7d22-\u66ff\u6362\u4e0d\u53d8\u5f0f<\/h3>\n<p>FileEditTool \u6ca1\u6709\u91c7\u7528\u57fa\u4e8e\u884c\u53f7\u7684\u589e\u5220\u903b\u8f91\uff0c\u800c\u662f\u5f3a\u5236\u6267\u884c\u201c\u641c\u7d22-\u66ff\u6362\u201d\u3002\u5176\u524d\u63d0\u662f\u6a21\u578b\u7ed9\u51fa\u7684\u00a0<code>old_string<\/code>\u00a0\u4ee3\u7801\u5757\u5fc5\u987b\u5728\u76ee\u6807\u6e90\u6587\u4ef6\u4e2d\u552f\u4e00\u5339\u914d\u3002\u82e5\u5339\u914d\u5230\u591a\u5904\uff0c\u7cfb\u7edf\u5c06\u4e2d\u6b62\u4fee\u6539\u5e76\u8981\u6c42\u6a21\u578b\u7ee7\u7eed\u63d0\u4f9b\u66f4\u591a\u7684\u4e0a\u4e0b\u6587\u4ee3\u7801\u76f4\u81f3\u552f\u4e00\u3002\u8fd9\u79cd\u6b7b\u677f\u4f46\u53ef\u9760\u7684\u7ea6\u675f\u5f7b\u5e95\u675c\u7edd\u4e86\u6a21\u578b\u6539\u9519\u4f4d\u7f6e\u7684\u707e\u96be\u6027\u4e8b\u6545\u3002<br \/>\n\u540c\u65f6\uff0c\u524d\u6587\u63d0\u5230\u7684\u00a0<code>readFileState<\/code>\u00a0\u6784\u7b51\u4e86\u7b2c\u4e8c\u6761\u4e0d\u53d8\u91cf\u9632\u7ebf\uff1a\u7981\u6b62\u7f16\u8f91\u672a\u8bfb\u6587\u4ef6\u3002\u6a21\u578b\u65e0\u6cd5\u51ed\u501f\u81ea\u8eab\u7684\u201c\u5e7b\u89c9\u8bb0\u5fc6\u201d\u53bb\u76f2\u6539\u6587\u4ef6\uff0c\u5b83\u5fc5\u987b\u5148\u7528 FileRead \u786e\u8ba4\u6587\u4ef6\u5f53\u524d\u7684\u771f\u5b9e\u72b6\u6001\u3002<\/p>\n<h2>\u4e94\u3001\u6743\u9650\u4f53\u7cfb\uff1a\u7cfb\u7edf\u7684\u514d\u75ab\u5c4f\u969c<\/h2>\n<p>\u8fd9\u5957\u7531 70 \u591a\u4e2a\u6587\u4ef6\u7ec4\u6210\u7684\u4f53\u7cfb\uff0c\u5728\u201c\u5141\u8bb8 AI \u81ea\u4e3b\u8fd0\u8f6c\u201d\u548c\u201c\u9632\u6b62\u5f15\u53d1\u7cfb\u7edf\u6027\u707e\u96be\u201d\u4e4b\u95f4\u7cbe\u5999\u5730\u8bbe\u5b9a\u4e86\u4fe1\u4efb\u523b\u5ea6\u3002<\/p>\n<h3>5.1 \u4fe1\u4efb\u68af\u5ea6\u7684\u8fde\u7eed\u8c31<\/h3>\n<p>\u6743\u9650\u7cfb\u7edf\u5b9a\u4e49\u4e86\u4ece\u9501\u6b7b\u5230\u5b8c\u5168\u653e\u6743\u7684\u516d\u4e2a\u68af\u5ea6\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/969df2cf239ebb0.jpeg\" alt=\"\u6743\u9650\u6a21\u5f0f\" \/><\/p>\n<table>\n<thead>\n<tr>\n<th>\u6a21\u5f0f<\/th>\n<th>\u6838\u5fc3\u884c\u4e3a\u7279\u5f81<\/th>\n<th>\u9002\u7528\u5de5\u4f5c\u6d41<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><code>plan<\/code><\/td>\n<td>\u5265\u593a\u4e00\u5207\u5199\u5165\u6743\u9650\uff0c\u6a21\u578b\u4ec5\u80fd\u7528\u4e8e\u67b6\u6784\u89c4\u5212\u548c\u4ee3\u7801\u5ba1\u67e5<\/td>\n<td>\u63a2\u7d22\u6027\u5206\u6790\u4e0e\u5ba1\u8ba1<\/td>\n<\/tr>\n<tr>\n<td><code>default<\/code><\/td>\n<td>\u9ed8\u8ba4\u542f\u52a8\u6a21\u5f0f\uff0c\u6bcf\u4e2a\u5de5\u5177\u7684\u8c03\u7528\u5747\u5f39\u51fa UI \u8bf7\u6c42\u4eba\u5de5\u786e\u8ba4<\/td>\n<td>\u5e38\u89c4\u65e5\u5e38\u5f00\u53d1\u534f\u4f5c<\/td>\n<\/tr>\n<tr>\n<td><code>acceptEdits<\/code><\/td>\n<td>\u5de5\u4f5c\u533a\u5185\u7684\u6587\u4ef6\u8bfb\u5199\u9759\u9ed8\u653e\u884c\uff0c\u5176\u4f59\u73af\u5883\u4fee\u6539\u4ecd\u9700\u62e6\u622a\u786e\u8ba4<\/td>\n<td>\u5177\u5907\u6781\u9ad8\u4fe1\u4efb\u5ea6\u7684\u4ee3\u7801\u91cd\u6784<\/td>\n<\/tr>\n<tr>\n<td><code>auto<\/code><\/td>\n<td>\u5f15\u5165\u6a21\u578b\u4fa7\u7684\u667a\u80fd\u5206\u7c7b\u5668\u5b9e\u65f6\u7814\u5224\u5b89\u5168\u6027\uff08\u5185\u90e8\u73af\u5883\uff09<\/td>\n<td>\u9ad8\u9891\u81ea\u52a8\u5316\u4f5c\u4e1a<\/td>\n<\/tr>\n<tr>\n<td><code>bypassPermissions<\/code><\/td>\n<td>\u5f7b\u5e95\u8df3\u8fc7\u5e38\u89c4\u4eba\u5de5\u68c0\u67e5\u6d41\u7a0b\uff0c\u4ec5\u4fdd\u7559\u5185\u6838\u5e95\u5c42\u62e6\u622a<\/td>\n<td>CI \u73af\u5883\u6216\u53d7\u63a7\u9694\u79bb\u5bb9\u5668<\/td>\n<\/tr>\n<tr>\n<td><code>dontAsk<\/code><\/td>\n<td>\u9047\u5230\u62e6\u622a\u63d0\u793a\u76f4\u63a5\u5c06\u5176\u8f6c\u6362\u4e3a Deny\uff0c\u8df3\u8fc7\u4efb\u52a1\u800c\u4e0d\u5f39\u7a97<\/td>\n<td>\u7eaf\u81ea\u52a8\u5316\u7684\u65e0\u4eba\u503c\u5b88\u811a\u672c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u914d\u5408\u6b64\u6a21\u5f0f\uff0c\u7cfb\u7edf\u690d\u5165\u4e86\u57fa\u4e8e Statsig \u95e8\u63a7\u673a\u5236\u7684\u00a0<code>bypassPermissionsKillswitch.ts<\/code>\u00a0\u8fdc\u7a0b\u7194\u65ad\u5668\u3002\u5f53 <a href=\"https:\/\/www.kdjingpai.com\/claudeanquanfubai\/\">Anthropic<\/a> \u6355\u6349\u5230\u5927\u89c4\u6a21\u7684\u5b89\u5168\u6f0f\u6d1e\u65f6\uff0c\u53ef\u4ee5\u77ac\u95f4\u8fdc\u7a0b\u964d\u7ea7\u5168\u7403\u5ba2\u6237\u7aef\u7684 bypass \u6a21\u5f0f\u3002<code>auto<\/code>\u00a0\u6a21\u5f0f\u4e0b\u4e5f\u6709\u7c7b\u4f3c\u00a0<code>autoModeCircuitBroken<\/code>\u00a0\u7684\u5207\u65ad\u673a\u5236\u3002<\/p>\n<h3>5.2 \u591a\u5c42\u8bc4\u4f30\u7ba1\u7ebf\u4e0e\u89c4\u5219\u906e\u853d<\/h3>\n<p>\u9488\u5bf9\u00a0<code>rm -rf \/<\/code>\u00a0\u8fd9\u7c7b\u654f\u611f\u6307\u4ee4\u7684\u8bc4\u4f30\uff0c\u7cfb\u7edf\u5236\u5b9a\u4e86\u591a\u5c42\u7ba1\u7ebf\u673a\u5236\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/e0982004c620f61.jpeg\" alt=\"\u6743\u9650\u5224\u65ad\u4e3b\u6d41\u7a0b\" \/><\/p>\n<p><strong>\u663e\u5f0f Ask \u89c4\u5219\u7edd\u5bf9\u4f18\u5148<\/strong>\uff1a\u5373\u4f7f\u5f53\u524d\u5904\u4e8e\u00a0<code>bypassPermissions<\/code>\uff0c\u82e5\u7528\u6237\u624b\u5de5\u914d\u7f6e\u4e86\u00a0<code>ask: [\"Bash(npm publish:*)\"]<\/code>\uff0c\u7cfb\u7edf\u4e5f\u4f1a\u4e2d\u6b62\u81ea\u52a8\u6267\u884c\u5e76\u5f39\u7a97\u3002\u8fd9\u8d2f\u5f7b\u4e86\u201c\u7528\u6237\u7684\u663e\u5f0f\u6307\u4ee4\u6c38\u8fdc\u51cc\u9a7e\u4e8e\u5168\u5c40\u6a21\u5f0f\u201d\u7684\u8bbe\u8ba1\u54f2\u5b66\u3002<br \/>\n<strong>\u786c\u7f16\u7801\u8def\u5f84\u514d\u75ab<\/strong>\uff1a\u5bf9\u00a0<code>.git\/<\/code>\u3001<code>.claude\/<\/code>\u3001<code>.vscode\/<\/code>\u00a0\u53ca\u7ec8\u7aef\u914d\u7f6e\u6587\u4ef6\uff08\u5982\u00a0<code>.bashrc<\/code>\u3001<code>.zshrc<\/code>\uff09\u7684\u4fee\u6539\uff0c\u88ab\u786c\u7f16\u7801\u514d\u75ab\u4e8e bypass \u6a21\u5f0f\u4e4b\u5916\uff0c\u4efb\u4f55\u60c5\u51b5\u4e0b\u5747\u987b\u4eba\u5de5\u786e\u8ba4\u3002<br \/>\n<strong>\u5206\u7c7b\u5668\u7194\u65ad\u4fdd\u62a4<\/strong>\uff1a\u5728 auto \u6a21\u5f0f\u4e2d\uff0c\u82e5 AI \u5206\u7c7b\u5668\u8fde\u7eed\u62d2\u7edd\u8be5\u6307\u4ee4 3 \u6b21\uff0c\u6216\u5355\u6b21\u4f1a\u8bdd\u603b\u8ba1\u62d2\u7edd\u8fbe 20 \u6b21\uff0c\u7cfb\u7edf\u4f1a\u4ece\u667a\u80fd\u62d2\u7edd\u964d\u7ea7\u4e3a\u5f3a\u884c\u5f39\u7a97\u8981\u6c42\u7528\u6237\u4ecb\u5165\u3002\u82e5\u7cfb\u7edf\u5f53\u524d\u5904\u4e8e Headless\uff08\u65e0\u754c\u9762\uff09\u6a21\u5f0f\uff0c\u5219\u76f4\u63a5\u629b\u51fa\u00a0<code>AbortError<\/code>\u00a0\u9500\u6bc1\u6574\u4e2a Agent \u8fdb\u7a0b\u3002<\/p>\n<h3>5.3 \u89c4\u5219\u6765\u6e90\u3001\u8bed\u6cd5\u4e0e\u906e\u853d\u68c0\u6d4b<\/h3>\n<p>\u6bcf\u6761\u6743\u9650\u89c4\u5219\u53d7\u63a7\u4e8e 8 \u79cd\u4e0d\u540c\u7684\u6765\u6e90\u5c42\u7ea7\u3002\u4f01\u4e1a\u7ba1\u7406\u5458\u501f\u52a9\u00a0<code>policySettings<\/code>\u00a0\u62e5\u6709\u7edd\u5bf9\u7684\u7edf\u6cbb\u6743\uff0c\u5f53\u5f00\u542f\u00a0<code>allowManagedPermissionRulesOnly: true<\/code>\u00a0\u540e\uff0c\u7cfb\u7edf\u53ea\u8bc6\u522b\u4f01\u4e1a\u4e0b\u53d1\u7684\u89c4\u5219\u518c\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/59441ef71b54509.jpeg\" alt=\"\u6743\u9650\u89c4\u5219\u6765\u6e90\" \/><\/p>\n<p>Shell \u5339\u914d\u8bed\u6cd5\u652f\u6301\u7cbe\u786e\u5339\u914d\u3001\u65e7\u7248\u524d\u7f00\u5339\u914d\uff08<code>npm:*<\/code>\uff09\u548c\u901a\u914d\u7b26\u6b63\u5219\u3002\u7cfb\u7edf\u5728\u8fd9\u91cc\u52a0\u5165\u4e86\u4e00\u4e2a\u7cbe\u5de7\u7684\u5904\u7406\uff1a\u5f53\u6a21\u5f0f\u4ee5\u7a7a\u683c\u52a0\u901a\u914d\u7b26\u7ed3\u5c3e\uff08\u5982\u00a0<code>git *<\/code>\uff09\u65f6\uff0c\u7cfb\u7edf\u4f1a\u5c06\u5176\u5c3e\u90e8\u7f16\u8bd1\u4e3a\u53ef\u9009\u5339\u914d\uff0c\u4ece\u800c\u4f7f\u5f97\u8be5\u89c4\u5219\u65e2\u80fd\u5339\u914d\u00a0<code>git add<\/code>\u00a0\u4e5f\u80fd\u517c\u5bb9\u88f8\u547d\u4ee4\u00a0<code>git<\/code>\u3002<br \/>\n\u4e3a\u4e86\u89e3\u51b3\u7528\u6237\u4f53\u9a8c\u75db\u70b9\uff0c<code>shadowedRuleDetection.ts<\/code>\u00a0\u4f1a\u5bf9\u914d\u7f6e\u6587\u4ef6\u8fdb\u884c\u89c4\u5219\u906e\u853d\u68c0\u6d4b\u3002\u5f53\u7528\u6237\u9519\u8bef\u5730\u5c06\u00a0<code>deny: [\"Bash\"]<\/code>\u00a0\u5199\u5728\u00a0<code>allow:[\"Bash(ls:*)\"]<\/code>\u00a0\u4e4b\u524d\u65f6\uff0c\u540e\u8005\u56e0\u4e3a\u8bc4\u4f30\u7ba1\u7ebf\u987a\u5e8f\u95ee\u9898\u6c38\u8fdc\u65e0\u6cd5\u89e6\u8fbe\uff0cUI \u5c42\u7ea7\u4f1a\u7acb\u523b\u6e32\u67d3\u7ea2\u8272\u8b66\u544a\u6307\u5bfc\u7528\u6237\u8c03\u6574\u987a\u5e8f\u3002<\/p>\n<h3>5.4 \u6743\u9650\u5728\u591a Agent \u4e2d\u7684\u4e09\u79cd\u4f20\u9012 Handler<\/h3>\n<p>\u9488\u5bf9\u4e0d\u540c\u7c7b\u578b\u7684\u4e0b\u5c5e Agent\uff0c\u6743\u9650\u5904\u7406\u5668\u62c6\u5206\u51fa\u4e86\u4e09\u6761\u8def\u5f84\uff1a<\/p>\n<ul>\n<li><code>interactiveHandler<\/code>\uff1a\u9762\u5411\u6807\u51c6\u7684\u4ea4\u4e92\u6a21\u5f0f\uff0c\u901a\u8fc7\u754c\u9762\u5f39\u7a97\u8bf7\u6c42\u3002<\/li>\n<li><code>coordinatorHandler<\/code>\uff1a\u914d\u5408\u5206\u7c7b\u5668\u4e0e Hooks \u4f18\u5148\u8fdb\u884c\u9759\u9ed8\u5ba1\u6279\uff0c\u5931\u8d25\u540e\u518d\u4ecb\u5165\u4eba\u5de5\u3002<\/li>\n<li><code>swarmWorkerHandler<\/code>\uff1a\u914d\u5408\u00a0<code>bubble<\/code>\u00a0\u5192\u6ce1\u673a\u5236\uff0c\u5c06\u8bf7\u6c42\u8de8\u8fdb\u7a0b\u53d1\u9001\u7ed9\u4e3b\u7ebf\u7ec8\u7aef\u7684 Leader Permission Bridge\u3002<br \/>\n\u5982\u679c Agent \u662f\u5e26\u6709\u00a0<code>shouldAvoidPermissionPrompts: true<\/code>\u00a0\u6807\u8bb0\u7684\u5f02\u6b65\u4efb\u52a1\uff0c\u9047\u5230\u786e\u6743\u8bf7\u6c42\u65f6\uff0c\u5b83\u6ca1\u6709\u754c\u9762\u53ef\u4ee5\u5f39\u7a97\uff0c\u5c06\u76f4\u63a5\u5bf9\u8be5\u4efb\u52a1\u6267\u884c\u9759\u9ed8\u5426\u51b3\uff08\u81ea\u52a8\u62d2\u7edd\uff09\u3002<\/li>\n<\/ul>\n<h2>\u516d\u3001\u591a Agent \u534f\u4f5c\uff1a\u6784\u5efa\u8702\u7fa4\u667a\u80fd<\/h2>\n<p>\u9762\u5bf9\u590d\u6742\u7684\u957f\u5468\u671f\u5f00\u53d1\u4efb\u52a1\uff0c\u7cfb\u7edf\u901a\u8fc7\u4efb\u52a1\u62c6\u89e3\u548c\u5de5\u4f5c\u533a\u9694\u79bb\u884d\u751f\u51fa\u4e86\u5f3a\u5927\u7684\u591a Agent \u67b6\u6784\u3002<\/p>\n<h3>6.1 \u4e09\u5c42\u62bd\u8c61\u8fb9\u754c<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/91bae0f0a24f371.jpeg\" alt=\"\u4e09\u5c42\u534f\u4f5c\u67b6\u6784\" \/><\/p>\n<ul>\n<li><strong>Subagent<\/strong>\uff1a\u6781\u4e3a\u8f7b\u91cf\u7684\u5b50\u8282\u70b9\uff0c\u901a\u5e38\u88ab\u7236\u8282\u70b9\u540c\u6b65\u6216\u5f02\u6b65\u62c9\u8d77\uff0c\u7528\u4e8e\u6267\u884c\u7c7b\u4f3c\u68c0\u7d22\u51fd\u6570\u5b9a\u4e49\u7684\u539f\u5b50\u4efb\u52a1\u3002<\/li>\n<li><strong>Team\/Swarm<\/strong>\uff1a\u5177\u6709\u5b8c\u6574\u751f\u547d\u5468\u671f\u7684\u56e2\u961f\u62d3\u6251\u7ed3\u6784\u3002\u6210\u5458\u88ab\u5212\u5206\u4e3a Leader \u4e0e Teammate\uff0c\u5177\u5907\u70b9\u5bf9\u70b9\u901a\u4fe1\u80fd\u529b\uff0c\u6781\u5176\u9002\u5408\u8de8\u8d8a\u524d\u540e\u7aef\u7684\u5e76\u884c\u91cd\u6784\u3002<\/li>\n<li><strong>Coordinator<\/strong>\uff1a\u7eaf\u7cb9\u7684\u4efb\u52a1\u7f16\u6392\u5668\u3002\u8be5\u6a21\u5f0f\u4e0b\u7684\u8282\u70b9\u88ab\u5265\u593a\u4e86\u8c03\u7528\u5e95\u5c42\u8bfb\u5199\u5de5\u5177\u7684\u8d44\u683c\uff0c\u5b8c\u5168\u805a\u7126\u4e8e\u89e3\u6790\u5b50\u8282\u70b9\u62a5\u544a\u5e76\u53d1\u53f7\u65bd\u4ee4\u3002<\/li>\n<\/ul>\n<h3>6.2 AgentTool \u7684\u7edf\u4e00\u8def\u7531<\/h3>\n<p>\u7cfb\u7edf\u4e2d\u6240\u6709\u9488\u5bf9\u5b50\u8fdb\u7a0b\u7684\u89e6\u53d1\u52a8\u4f5c\u90fd\u6536\u655b\u4e8e\u552f\u4e00\u7684\u00a0<code>AgentTool<\/code>\u3002\u8fd9\u4e00\u4e3e\u63aa\u6781\u5927\u7a0b\u5ea6\u5730\u524a\u5f31\u4e86\u6a21\u578b\u8c03\u7528\u5de5\u5177\u7684\u8ba4\u77e5\u5f00\u9500\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/841319d0b30ac2b.jpeg\" alt=\"AgentTool \u8def\u7531\u8bbe\u8ba1\" \/><\/p>\n<p>Agent \u88ab\u62bd\u8c61\u4e3a\u4e00\u4e2a\u5e9e\u5927\u7684\u4e09\u5c42\u8054\u5408\u7c7b\u578b\u5b9a\u4e49\uff0c\u5305\u542b\uff1a\u5185\u7f6e\u8282\u70b9\uff08<code>BuiltIn<\/code>\uff09\u3001\u7528\u6237\u8986\u5199\uff08<code>Custom<\/code>\uff09\u4ee5\u53ca\u5916\u90e8\u63d2\u4ef6\uff08<code>Plugin<\/code>\uff09\u3002\u51b2\u7a81\u65f6\u9075\u5faa\u00a0<code>built-in &lt; plugin &lt; userSettings &lt; projectSettings &lt; flagSettings &lt; policySettings<\/code>\u00a0\u7684\u5c42\u7ea7\u8986\u5199\u539f\u5219\u3002<\/p>\n<h3>6.3 \u6781\u7aef\u5b9a\u5236\u7684\u5185\u5efa Agent<\/h3>\n<p>\u7cfb\u7edf\u4e2d\u786c\u7f16\u7801\u4e86\u591a\u6b3e\u7279\u5316\u804c\u80fd\u7684 Agent\uff1a<br \/>\n<strong>Explore\uff08\u641c\u7d22\u4e13\u7528\uff09<\/strong>\uff1a\u88ab\u5f3a\u5236\u9501\u5b9a\u4e3a Haiku \u6a21\u578b\uff08\u6700\u4fbf\u5b9c\u4e14\u5feb\u901f\uff09\uff0c\u5f7b\u5e95\u7981\u6b62 Edit\/Write \u6743\u9650\u3002\u66f4\u4e3a\u6781\u81f4\u7684\u662f\uff0c\u6e90\u7801\u6ce8\u91ca\u663e\u793a\u5b83\u5728\u521d\u59cb\u5316\u65f6\u4e3b\u52a8\u4e22\u5f03\u4e86\u00a0<code>CLAUDE.md<\/code>\uff08\u9879\u76ee\u89c4\u8303\u914d\u7f6e\uff09\u4ee5\u53ca Git \u72b6\u6001\u8fd9\u4e24\u5757\u5e9e\u5927\u7684\u53ea\u8bfb\u6570\u636e\u3002\u5728\u5927\u89c4\u6a21\u90e8\u7f72\u4e0b\uff0c\u9762\u5bf9\u6bcf\u5468 3400 \u4e07\u6b21\u7684\u884d\u751f\u8c03\u7528\uff0c\u8fd9\u4ec5\u4ec5\u4e24\u4e2a\u4fe1\u606f\u7684\u7701\u7565\u4fbf\u8282\u7701\u4e86\u00a0<code>5-15 Gtok\/week<\/code>\u00a0\u7684\u6050\u6016\u7528\u91cf\u3002<br \/>\n<strong>Verification\uff08\u9a8c\u8bc1\u4e13\u7528\uff09<\/strong>\uff1a\u5176\u5305\u542b\u8fd1 120 \u884c\u7684\u7cfb\u7edf\u63d0\u793a\u8bcd\uff0c\u582a\u79f0\u6700\u957f Prompt\u3002\u5b83\u65e8\u5728\u5bf9\u6297 LLM \u5bb9\u6613\u4ea7\u751f\u7684\u201c\u4ee3\u7801\u770b\u8d77\u6765\u6ca1\u95ee\u9898\u3001\u6d4b\u8bd5\u5e94\u8be5\u80fd\u901a\u8fc7\u201d\u8fd9\u7c7b\u81ea\u6211\u6b3a\u9a97\u6027\u5e7b\u89c9\uff0c\u88ab\u5f3a\u5236\u8981\u6c42\u5728\u5f97\u51fa\u7ed3\u8bba\u524d\u5fc5\u987b\u8f93\u51fa\u5177\u4f53\u7684\u6d4b\u8bd5\u6267\u884c\u6307\u4ee4\u4ee5\u53ca\u6807\u51c6\u8f93\u51fa\u65e5\u5fd7\u3002\u6b64\u5916\uff0c\u5176\u5e26\u6709\u00a0<code>background: true<\/code>\u00a0\u6807\u8bb0\uff0c\u6c38\u8fdc\u5728\u540e\u53f0\u5f02\u6b65\u8ba1\u7b97\u3002<\/p>\n<h3>6.4 \u5b50\u8282\u70b9\u6267\u884c\u5f15\u64ce\u7684\u7cbe\u7ec6\u5316\u63a7\u5236<\/h3>\n<p><code>runAgent()<\/code>\u00a0\u627f\u62c5\u4e86\u5b50\u8282\u70b9\u6267\u884c\u7684\u91cd\u4efb\u3002\u5b83\u7684\u6838\u5fc3\u903b\u8f91\u662f\u5f7b\u5e95\u590d\u7528\u4e3b\u8282\u70b9\u7684\u00a0<code>query()<\/code>\u00a0\u5faa\u73af\u6846\u67b6\u3002<br \/>\n\u9488\u5bf9\u6743\u9650\u8986\u76d6\uff0c\u7cfb\u7edf\u5f15\u5165\u4e86\u5f3a\u5236\u7684\u5b89\u5168\u7ea6\u675f\u903b\u8f91\uff1a\u5b50\u8282\u70b9\u5141\u8bb8\u81ea\u884c\u58f0\u660e\u00a0<code>permissionMode<\/code>\uff0c\u4f46\u7edd\u5bf9\u4e0d\u5141\u8bb8\u5c06\u8fd0\u884c\u5728\u00a0<code>bypassPermissions<\/code>\u3001<code>acceptEdits<\/code>\u00a0\u548c\u00a0<code>auto<\/code>\u00a0\u6a21\u5f0f\u7684\u7236\u7ea7\u8282\u70b9\u62c9\u5165\u00a0<code>default<\/code>\u00a0\u6a21\u5f0f\u3002\u7b80\u800c\u8a00\u4e4b\uff0c\u5b50\u7cfb\u7edf\u4e0d\u80fd\u901a\u8fc7\u4f2a\u88c5\u6210\u66f4\u9ad8\u7684\u5b89\u5168\u7ea7\u522b\u6765\u7834\u574f\u5168\u5c40\u7684\u4fe1\u4efb\u6d41\u8f6c\u673a\u5236\u3002<\/p>\n<p>\u5de5\u5177\u8fc7\u6ee4\u7ecf\u5386\u4e86\u4e09\u7ea7\u4e25\u683c\u7b5b\u67e5\uff1a<\/p>\n<ol>\n<li>\u5168\u5c40\u7981\u7528\u8868\uff08ALL_AGENT_DISALLOWED_TOOLS\uff09\u4e00\u5f8b\u5c01\u9501\u3002<\/li>\n<li>\u975e\u5185\u5efa Agent \u7981\u7528\u8868\uff08CUSTOM_AGENT_DISALLOWED_TOOLS\uff09\u62e6\u622a\u975e\u6cd5\u5de5\u5177\u3002<\/li>\n<li>\u5f02\u6b65 Agent \u4e13\u7528\u7684\u767d\u540d\u5355\u63a7\u5236\uff08ASYNC_AGENT_ALLOWED_TOOLS\uff09\u3002<br \/>\n\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u6240\u6709\u4ee5\u00a0<code>mcp__<\/code>\u00a0\u524d\u7f00\u547d\u540d\u7684\u5916\u90e8 MCP \u5de5\u5177\u65e0\u89c6\u4e0a\u8ff0\u6240\u6709\u89c4\u5219\u5168\u91cf\u653e\u884c\uff0c\u786e\u4fdd\u5916\u90e8\u6269\u5c55\u4e0d\u53d7\u5185\u90e8\u62d3\u6251\u7c7b\u578b\u9650\u5236\u3002<\/li>\n<\/ol>\n<p>\u5728\u751f\u547d\u5468\u671f\u7ec8\u672b\uff0c\u6e05\u7406\u9636\u6bb5\u5fc5\u987b\u7cbe\u786e\u6267\u884c 8 \u9879\u6e05\u9053\u592b\u5de5\u4f5c\uff1a\u65ad\u5f00\u4e13\u6709 MCP \u94fe\u63a5\u3001\u6e05\u7406 session hooks \u76d1\u542c\u3001\u5f3a\u5236\u6e05\u9664\u5206\u914d\u7684 Prompt Cache\u3001\u91ca\u653e\u6587\u4ef6\u72b6\u6001\u7f13\u5b58\u5b57\u5178\u3001\u6ce8\u9500 Perfetto \u6027\u80fd\u8ffd\u8e2a\u53e5\u67c4\u3001\u6e05\u7a7a Transcript \u6620\u5c04\u8868\u3001\u626b\u9664\u5b64\u513f todo \u4efb\u52a1\u3001\u5f3a\u6740\u540e\u53f0\u672a\u9000\u51fa\u7684 bash \u9a7b\u7559\u8fdb\u7a0b\u3002<\/p>\n<h3>6.5 Fork Subagent\uff1aCache \u547d\u4e2d\u7387\u7684\u6781\u81f4\u538b\u69a8<\/h3>\n<p>\u4f5c\u4e3a\u4e00\u79cd\u5b9e\u9a8c\u6027\u8d28\u7684\u6a21\u5f0f\uff0cFork \u65e8\u5728\u5b8c\u5168\u7ee7\u627f\u4e3b\u8282\u70b9\u7684\u5185\u5b58\u4e0a\u4e0b\u6587\u53ca\u5bf9\u8bdd\u8bb0\u5f55\u3002<br \/>\n\u5b83\u7684\u6838\u5fc3\u4efb\u52a1\u662f\u6700\u5927\u5316 Prompt Cache \u547d\u4e2d\u7387\u3002\u6240\u6709\u4f20\u5165\u7684\u5386\u53f2\u6d88\u606f\u7ed3\u6784\u548c\u00a0<code>tool_use<\/code>\u00a0\u5360\u4f4d\u7b26\u5fc5\u987b\u4fdd\u6301\u6bd4\u7279\u7ea7\u7684\u4e00\u81f4\uff0c\u4ec5\u5728\u6570\u636e\u6d41\u7684\u6700\u672b\u7aef\u8ffd\u52a0\u4e00\u6761\u9488\u5bf9\u5f53\u524d\u5b50\u8282\u70b9\u7684\u7279\u5f02\u6027\u6307\u4ee4\u3002\u5f53\u591a\u4e2a Fork \u5e76\u53d1\u542f\u52a8\u65f6\uff0c\u7531\u4e8e\u524d 99% \u7684\u6570\u636e\u5e8f\u5217\u5b8c\u5168\u91cd\u53e0\uff0c\u5b83\u4eec\u76f4\u63a5\u547d\u4e2d\u8fdc\u7aef\u7684\u9ad8\u901f\u524d\u7f00\u7f13\u5b58\u3002<br \/>\n\u9632\u9012\u5f52\u5f15\u53d1\u7206\u70b8\u7684\u8bbe\u8ba1\u540c\u6837\u82db\u523b\uff1a\u7cfb\u7edf\u6267\u884c\u4e86\u53cc\u91cd\u68c0\u67e5\u673a\u5236\u3002\u4f9d\u9760 querySource\uff08\u6297\u538b\u7f29\u68c0\u67e5\u5668\uff09\u4e0e\u6d88\u606f\u6d41\u4e2d\u626b\u63cf\u00a0<code>&lt;fork-boilerplate&gt;<\/code>\u00a0\u6807\u7b7e\u4f5c\u4e3a\u53cc\u4fdd\u9669\u963b\u65ad\u65e0\u9650\u6d3e\u751f\u3002<br \/>\n\u5728\u6700\u540e\u7684\u6ce8\u5165\u6307\u4ee4\u4e2d\uff0c\u4f7f\u7528\u4e86\u6781\u4e3a\u4e25\u5389\u7684\u5168\u5927\u5199\u82f1\u6587 &#8220;STOP. READ THIS FIRST.&#8221; \u5f3a\u884c\u5f15\u8d77 LLM \u7684\u6ce8\u610f\u529b\u8f6c\u79fb\uff0c\u8981\u6c42\u5176\u5ffd\u7565\u7ee7\u627f\u800c\u6765\u7684\u65e7\u8eab\u4efd\uff0c\u63a5\u7ba1\u65b0\u7684\u5206\u6d3e\u4efb\u52a1\u3002<\/p>\n<h3>6.6 Team\/Swarm \u53cc\u8f68\u540e\u7aef\u673a\u5236<\/h3>\n<p>\u4e3a\u4e86\u652f\u6491\u56e2\u961f\u534f\u4f5c\uff0c\u7cfb\u7edf\u6784\u5efa\u4e86\u4e24\u79cd\u5b8c\u5168\u8fe5\u5f02\u7684\u5e95\u5c42\u7ed3\u6784\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/47df4fa559e5f37.jpeg\" alt=\"Team\/Swarm \u4e24\u79cd\u540e\u7aef\" \/><\/p>\n<p>\u7cfb\u7edf\u57fa\u4e8e\u73af\u5883\u72b6\u6001\u6267\u884c\u63a2\u6d4b\u5e76\u964d\u7ea7\uff1a\u5982\u679c\u5728 tmux \u4e2d\uff0c\u542f\u7528 TmuxBackend\uff1b\u5982\u679c\u5728 iTerm2 \u5185\u90e8\uff0c\u542f\u7528 ITermBackend\uff1b\u82e5\u4e24\u5904\u7686\u65e0\u4f46\u68c0\u6d4b\u5230\u7cfb\u7edf\u6301\u6709 tmux\uff0c\u5219\u8c03\u7528\u5916\u90e8 Tmux \u4f1a\u8bdd\uff1b\u82e5\u4e00\u65e0\u6240\u6709\uff0c\u5f3a\u5236\u629b\u9519\u4e2d\u6b62\u5e76\u8981\u6c42\u7528\u6237\u914d\u7f6e\u73af\u5883\u3002\u5728\u7eaf SDK \u9a71\u52a8\u6a21\u5f0f\u4e0b\uff0c\u7cfb\u7edf\u9501\u5b9a\u4f7f\u7528 In-process\u3002<br \/>\n\u8fd9\u4e24\u79cd\u540e\u7aef\u88ab\u4e00\u81f4\u7684\u00a0<code>TeammateExecutor<\/code>\u00a0\u63a5\u53e3\u89c4\u8303\u5c4f\u853d\u4e86\u5dee\u5f02\uff0c\u66b4\u9732\u7ed9\u9876\u5c42\u7684 API \u7686\u4e3a\u7b80\u5355\u7684\u00a0<code>spawn()<\/code>\u3001<code>sendMessage()<\/code>\u00a0\u548c\u00a0<code>terminate()<\/code>\u3002<\/p>\n<h3>6.7 \u6781\u5176\u590d\u6742\u7684\u8fdb\u7a0b\u5185 (In-process) \u5f15\u64ce<\/h3>\n<p>\u62e5\u6709\u5c06\u8fd1 1400 \u884c\u4ee3\u7801\u7684\u00a0<code>src\/utils\/swarm\/inProcessRunner.ts<\/code>\u00a0\u662f\u534f\u4f5c\u7f51\u7edc\u4e2d\u6700\u590d\u6742\u7684\u67a2\u7ebd\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/1f6199a553e2dd5.jpeg\" alt=\"\u8fdb\u7a0b\u5185 Teammate \u8fd0\u884c\u5668\" \/><\/p>\n<p>\u9488\u5bf9\u5171\u4eab\u5185\u5b58\u4e0b\u7684\u6743\u9650\u9003\u9038\u9632\u62a4\uff0c<code>createInProcessCanUseTool()<\/code>\u00a0\u6784\u5efa\u4e86\u7cbe\u5de7\u7684\u4e09\u7ea7\u5ba1\u6279\u6d41\uff1a<\/p>\n<ol>\n<li>\u6267\u884c\u5e38\u89c4\u7684 allow \/ deny \u68c0\u67e5\u3002<\/li>\n<li>\u82e5\u9047\u5230 ask\uff0c\u4f18\u5148\u4ea4\u7531\u540e\u53f0 Classifier \u5ba1\u5224\u3002<\/li>\n<li>\u82e5\u5fc5\u987b\u4eba\u5de5\u4ecb\u5165\uff0c\u542f\u7528\u6838\u5fc3\u7ec4\u4ef6\u00a0<strong>Leader Permission Bridge<\/strong>\uff08\u4e3b\u8282\u70b9\u6743\u9650\u6865\u63a5\uff09\u3002<br \/>\n\u540e\u53f0\u4efb\u52a1\u5229\u7528\u6865\u63a5\u5668\u53cd\u5411\u8c03\u7528\u524d\u53f0 REPL \u8fdb\u7a0b\u66b4\u9732\u7684\u00a0<code>setToolUseConfirmQueue<\/code>\uff0c\u5728\u4e3b\u5c4f\u5e55\u4e0a\u7ed8\u5236\u51fa\u5e26\u6709\u7279\u5b9a Teammate \u5fbd\u7ae0\u7684\u8d8a\u6743\u786e\u8ba4\u6846\u3002\u5ba1\u6279\u7ed3\u679c\u56de\u4f20\u65f6\u9644\u5e26\u00a0<code>preserveMode: true<\/code>\u00a0\u6807\u8bb0\uff0c\u5f7b\u5e95\u9694\u7edd\u5b50\u7cfb\u7edf\u901a\u8fc7\u6b64\u8def\u5f84\u63a2\u77e5\u4e3b\u7cfb\u7edf\u7684\u5168\u5c40\u6743\u9650\u6a21\u5f0f\u3002<\/li>\n<\/ol>\n<p>\u751f\u547d\u5468\u671f\u63a7\u5236\u4e2d\u5f15\u5165\u4e86 Idle \u5f85\u673a\u72b6\u6001\u3002Teammate \u5b8c\u6210\u4efb\u52a1\u540e\u5e76\u4e0d\u4f1a\u88ab\u7269\u7406\u9500\u6bc1\u8fdb\u7a0b\uff0c\u800c\u662f\u6302\u8d77\u5e76\u5411\u4e3b\u8282\u70b9\u53d1\u9001\u5305\u542b\u70b9\u5bf9\u70b9\u901a\u4fe1\u6458\u8981\uff08peer DM \u6458\u8981\uff09\u7684 idle \u62a5\u6587\u3002<br \/>\n\u5bf9\u4e8e\u5185\u5b58\u7684\u65e0\u8282\u5236\u81a8\u80c0\uff0c\u8be5\u7ec4\u4ef6\u5185\u5d4c\u4e86\u00a0<code>TEAMMATE_MESSAGES_UI_CAP = 50<\/code>\u00a0\u7684\u786c\u9650\u5236\u4fdd\u62a4\u3002\u6e90\u7801\u6ce8\u91ca\u900f\u9732\uff0c\u5728\u4e00\u6b21\u582a\u79f0\u707e\u96be\u7684\u201c\u9cb8\u9c7c\u4f1a\u8bdd\u201d\u538b\u529b\u6d4b\u8bd5\u4e2d\uff0c\u7cfb\u7edf\u4e8e 2 \u5206\u949f\u5185\u5931\u63a7\u6d3e\u751f\u4e86 292 \u4e2a\u5173\u8054 Agent\uff0c\u5185\u5b58\u6d88\u8017\u77ac\u95f4\u7a81\u7834 36.8GB\u3002\u8fd9\u9053\u7269\u7406\u9650\u5236\u6b63\u662f\u8fd9\u6b21\u6545\u969c\u5e26\u6765\u7684\u6559\u8bad\u3002<\/p>\n<h3>6.8 \u8de8\u7f51\u7edc\u90ae\u7bb1\u4e0e Coordinator \u8bbe\u8ba1\u7406\u5ff5<\/h3>\n<p>\u72ec\u7acb\u7269\u7406\u8fdb\u7a0b\u95f4\u7684\u534f\u540c\u901a\u4fe1\u5efa\u7acb\u5728\u672c\u5730\u6587\u4ef6\u7cfb\u7edf\u7684\u00a0<code>~\/.claude\/teams\/&lt;teamName&gt;\/mailbox\/&lt;agentName&gt;\/<\/code>\u00a0\u8def\u5f84\u4e4b\u4e0a\u3002\u7edf\u4e00\u5229\u7528\u00a0<code>SendMessageTool<\/code>\u00a0\u6302\u8f7d\u8def\u7531\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/780ffb9b94a2b05.jpeg\" alt=\"Teammate \u901a\u4fe1\u8def\u7531\" \/><\/p>\n<p>\u901a\u4fe1\u534f\u8bae\u5305\u542b\u4e86\u7ed3\u6784\u5316\u7684\u63a7\u5236\u5e27\uff08\u5982\u00a0<code>shutdown_request<\/code>\u3001<code>shutdown_response<\/code>\u00a0\u53ca\u00a0<code>plan_approval_request<\/code>\uff09\uff0c\u4f7f\u5f97\u7f51\u7edc\u5177\u5907\u81ea\u6211\u56de\u6536\u4e0e\u54cd\u5e94\u6d41\u5904\u7406\u80fd\u529b\u3002<\/p>\n<p>\u518d\u5f80\u4e0a\u5c42\uff0c<code>coordinatorMode.ts<\/code>\u00a0\u63ed\u793a\u4e86\u6700\u9ad8\u6307\u6325\u5b98\u7684\u8bbe\u8ba1\u51c6\u5219\u3002\u5b83\u53ea\u6301\u6709 TeamCreate\u3001TaskStop\u3001SendMessage \u7b49 6 \u79cd\u6307\u6325\u5de5\u5177\u3002\u5176 260 \u884c\u7684\u4e13\u5c5e Prompt \u5b9a\u4e49\u4e86\u5305\u542b\u7efc\u5408\u5206\u6790\u3001\u6307\u4ee4\u4e0b\u53d1\u7b49\u56db\u9636\u6bb5\u903b\u8f91\u3002<br \/>\n\u8fd9\u91cc\u9690\u85cf\u7740\u4e00\u6761\u6838\u5fc3\u7684 Anti-pattern \u7981\u5fcc\uff1a<strong>\u201c\u7edd\u5bf9\u4e0d\u8981\u59d4\u6d3e\u7406\u89e3\u8fc7\u7a0b\u201d<\/strong>\u3002Coordinator \u88ab\u4e25\u7981\u5411\u5b50\u8282\u70b9\u53d1\u9001\u201c\u57fa\u4e8e\u4f60\u7684\u5206\u6790\uff0c\u53bb\u4fee\u597d\u90a3\u4e2a Bug\u201d\u8fd9\u7c7b\u542b\u7cca\u6307\u4ee4\uff0c\u5b83\u5fc5\u987b\u81ea\u884c\u5480\u56bc\u5b8c\u6240\u6709\u7684\u4e0a\u4e0b\u6587\uff0c\u8f6c\u5316\u6210\u5e26\u6709\u660e\u786e\u6587\u4ef6\u548c\u884c\u53f7\u6307\u5411\u7684\u6267\u884c\u6307\u4ee4\u3002<br \/>\n\u4e3a\u4e86\u5f25\u8865 Coordinator \u65e0\u6cd5\u7f16\u8f91\u6587\u4ef6\u7684\u9650\u5236\uff0c\u5b83\u62e5\u6709\u4e00\u5757\u7279\u6b8a\u7684 Scratchpad \u76ee\u5f55\u3002\u6240\u6709\u7684 worker \u53ef\u4ee5\u65e0\u89c6\u5e38\u89c4\u8bfb\u5199\u5ba1\u6279\u5411\u8be5\u76ee\u5f55\u6295\u653e\u4e2d\u95f4\u5206\u6790\u4ea7\u7269\u3002\u53e6\u5916\uff0c\u6b64\u6a21\u5f0f\u4e0e\u524d\u6587\u7684 Fork \u5b8c\u5168\u4e92\u65a5\u2014\u2014Fork \u4e00\u4f4d\u4e0d\u638c\u63e1\u4efb\u4f55\u5b9e\u6743\u6587\u4ef6\u72b6\u6001\u7684\u6307\u6325\u5b98\uff0c\u65e0\u6cd5\u4ea7\u751f\u4efb\u4f55\u6709\u6548\u7ee7\u627f\u3002<\/p>\n<h3>6.9 \u5f02\u6b65\u5de5\u4f5c\u7684\u57fa\u7840\u8bbe\u65bd\uff1aTask \u7cfb\u7edf<\/h3>\n<p>\u4efb\u4f55\u957f\u65f6\u95f4\u963b\u585e\u4e3b\u754c\u9762\u7684\u903b\u8f91\uff0c\u7edf\u7edf\u585e\u5165\u00a0<code>AppState.tasks<\/code>\u00a0\u8fdb\u884c\u96c6\u4e2d\u6258\u7ba1\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/70769b7937981f3.jpeg\" alt=\"Task \u7cfb\u7edf\" \/><\/p>\n<p><strong>LocalAgentTask<\/strong>\u00a0\u63d0\u4f9b\u6781\u9ad8\u7cbe\u5ea6\u7684\u523b\u5ea6\uff1a\u5b9e\u65f6\u4e0a\u62a5\u8c03\u7528\u7684\u5de5\u5177\u603b\u6570\u3001\u5305\u542b\u8f93\u5165\u8f93\u51fa\u7684\u5168\u5c40 Token \u5f00\u9500\u8d26\u672c\u4ee5\u53ca\u6700\u8fd1 5 \u6b21\u8c03\u7528\u7684\u6587\u672c\u63cf\u8ff0\u3002<br \/>\n<strong>InProcessTeammateTask<\/strong>\u00a0\u7ef4\u6301\u4e86\u53cc AbortController \u7684\u63a7\u5236\u67b6\u6784\uff1a\u4e3b\u00a0<code>abortController<\/code>\u00a0\u8d1f\u8d23\u6574\u673a\u7269\u7406\u62d4\u9664\uff0c\u800c\u00a0<code>currentWorkAbortController<\/code>\u00a0\u4ec5\u4ec5\u6390\u65ad\u5f53\u524d\u6b63\u5728\u7b49\u5f85\u7684\u5de5\u5177\u8f6e\u8be2\u3002<br \/>\n<strong>DreamTask<\/strong>\u00a0\uff08\u68a6\u5883\u6574\u7406\u4efb\u52a1\uff09\u662f\u5176\u4e2d\u6700\u4e3a\u7279\u6b8a\u7684\u6982\u5ff5\u3002\u5728\u7ec8\u7aef\u95f2\u7f6e\u671f\u95f4\uff0c\u8be5\u4efb\u52a1\u5982\u540c\u5b88\u62a4\u8fdb\u7a0b\u822c\u81ea\u52a8\u542f\u52a8\uff0c\u53cd\u520d\u8fd1\u671f\u7684\u4f1a\u8bdd\u8bed\u6599\u5e76\u6574\u7406\u6d53\u7f29\u81f3\u8bb0\u5fc6\u6587\u4ef6\u4e2d\u3002\u82e5\u906d\u5230\u610f\u5916\u4e2d\u65ad\uff0c\u5176\u00a0<code>kill()<\/code>\u00a0\u4f8b\u7a0b\u4f1a\u81ea\u52a8\u6267\u884c\u9501\u6587\u4ef6 mtime \u65f6\u95f4\u6233\u56de\u6eda\u6280\u672f\uff0c\u786e\u4fdd\u4e0b\u6b21\u91cd\u542f\u65e0\u7f1d\u91cd\u4f20\u3002<\/p>\n<h3>6.10 \u591a\u8282\u70b9\u95f4\u7684\u5168\u5957\u6743\u9650\u4f20\u9012<\/h3>\n<p>\u8fd9\u516d\u6761\u4f20\u9012\u94fe\u4e25\u5b88\u201c\u6700\u5c0f\u66b4\u9732 + \u9632\u6b62\u8d8a\u6743\u6269\u6563\u201d\u7684\u57fa\u672c\u76d8\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/0af4bc91892ea7b.jpeg\" alt=\"\u6743\u9650\u4f20\u9012\u89c4\u5219\" \/><\/p>\n<h2>\u4e03\u3001System Prompt \u5de5\u7a0b\uff1a\u91cd\u5851\u4e0a\u4e0b\u6587<\/h2>\n<p>\u8fdb\u5165\u00a0<code>src\/constants\/prompts.ts<\/code>\u00a0\u4e0e\u00a0<code>src\/context.ts<\/code>\uff0c\u8fd9\u91cc\u7684\u903b\u8f91\u5f7b\u5e95\u5ba3\u544a\u4e86\u6b7b\u8bb0\u786c\u80cc\u5f0f Prompt \u7684\u6dd8\u6c70\u3002\u7cfb\u7edf\u6267\u884c\u7684\u662f\u6781\u5176\u7cbe\u5bc6\u7684 Context Engineering\uff08\u4e0a\u4e0b\u6587\u7ec4\u5efa\u5de5\u7a0b\uff09\u3002<\/p>\n<h3>7.1 Memoization \u5206\u6bb5\u7f13\u5b58\u7cfb\u7edf<\/h3>\n<p>\u5e9e\u5927\u7684\u63d0\u793a\u8bcd\u5e93\u5e76\u975e\u62fc\u88c5\u6210\u5355\u4e00\u7684\u5de8\u578b\u5b57\u7b26\u4e32\uff0c\u800c\u662f\u88ab\u62c6\u89e3\u4e3a\u72ec\u7acb\u7684\u00a0<code>string[]<\/code>\u00a0\u6bb5\u843d\u5bb9\u5668\u3002\u6838\u5fc3\u63a8\u52a8\u529b\u76f4\u6307 API \u5c42\u7684\u00a0<strong>Prompt Cache<\/strong>\u00a0\u4f18\u5316\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/1b5c22a46c23b00.jpeg\" alt=\"System Prompt \u5206\u6bb5\u7f13\u5b58\u67b6\u6784\" \/><\/p>\n<p><code>SYSTEM_PROMPT_DYNAMIC_BOUNDARY<\/code>\u00a0\u5982\u540c\u4e00\u9053\u5206\u6c34\u5cad\u3002\u4e4b\u4e0a\u5c5e\u4e8e\u9759\u6001\u5e38\u91cf\uff0c\u643a\u5e26\u00a0<code>scope: 'global'<\/code>\u00a0\u7f13\u5b58\u6807\u8bc6\u8de8\u5168\u7403\u7528\u6237\u5171\u4eab\u3002\u5f53\u6d77\u91cf\u8bf7\u6c42\u547d\u4e2d\u540c\u4e00\u4efd\u524d\u7f00\u5e38\u91cf\u65f6\uff0c\u4e0d\u4ec5 API \u6210\u672c\u65ad\u5d16\u5f0f\u4e0b\u8dcc\uff0c\u54cd\u5e94\u8017\u65f6\u4e5f\u88ab\u6781\u5ea6\u538b\u7f29\u3002<br \/>\n\u8de8\u8d8a\u8fb9\u754c\u4e4b\u4e0b\u5219\u5c5e\u4e8e\u7528\u6237\u72ec\u5360\u3002\u6e90\u7801\u5bf9\u610f\u56fe\u7a81\u7834\u8fd9\u4e00\u8fb9\u754c\u7684\u51fd\u6570\u542f\u7528\u4e86\u00a0<code>DANGEROUS_uncachedSystemPromptSection<\/code>\u00a0\u8b66\u544a\u524d\u7f00\uff0c\u5f3a\u5236\u5f00\u53d1\u4eba\u5458\u5fc5\u987b\u5728\u6b64\u63d0\u4f9b\u00a0<code>_reason<\/code>\u00a0\u5b57\u9762\u91cf\u53c2\u6570\u4f9b\u4ee3\u7801\u5ba1\u67e5\u3002<\/p>\n<h3>7.2 \u9759\u6001\u5baa\u6cd5\u4e0e\u7279\u5316\u7b56\u7565<\/h3>\n<p>\u5728 Doing Tasks \u89c4\u8303\u6bb5\u843d\u4e2d\uff0c\u591a\u6b21\u5411\u6a21\u578b\u5f3a\u8c03\u4e86\u201c\u4ee3\u7801\u4ece\u7b80\u201d\u539f\u5219\uff1a\u201c\u4e09\u4e2a\u7c7b\u4f3c\u7684\u91cd\u590d\u4ee3\u7801\u884c\uff0c\u8fdc\u597d\u8fc7\u4e00\u6b21\u8fc7\u65e9\u7684\u62bd\u8c61\u63d0\u53d6\uff08Three similar lines of code is better than a premature abstraction.\uff09\u201d\u3002\u8fd9\u5b9e\u8d28\u4e0a\u662f\u901a\u8fc7\u9632\u5fa1\u6027\u7684\u6307\u4ee4\uff0c\u538b\u5236 LLM \u4e0e\u751f\u4ff1\u6765\u7684\u201c\u8fc7\u5ea6\u8bbe\u8ba1\u548c\u70ab\u6280\u201d\u503e\u5411\u3002<br \/>\nActions \u63a7\u5236\u6bb5\u660e\u786e\u5ba3\u793a\u6388\u6743\u5b64\u7acb\u6027\u539f\u5219\uff1a\u201c\u7528\u6237\u7684\u4e00\u6b21\u5141\u8bb8\uff0c\u4e0d\u4ee3\u8868\u5728\u6240\u6709\u4e0a\u4e0b\u6587\u4e2d\u90fd\u88ab\u653e\u884c\u201d\u3002<br \/>\n\u800c\u5bf9\u4e8e\u5185\u90e8\u7248\u7279\u6743\u914d\u7f6e\uff0c\u751a\u81f3\u51fa\u73b0\u4e86\u201c\u9ed8\u8ba4\u4e0d\u8981\u5199\u4efb\u4f55\u4ee3\u7801\u6ce8\u91ca\u201d\u7684\u5947\u7279\u7ea6\u675f\u3002\u6ce8\u91ca\u8bc1\u5b9e\uff0c\u5728 Capybara v8 \u6a21\u578b\u7684\u65e9\u671f\u8bc4\u4f30\u4e2d\uff0c\u6a21\u578b\u751f\u6210\u5047\u60f3\u903b\u8f91\u5bfc\u81f4\u4e86 29-30% \u7684\u865a\u5047\u58f0\u660e\u7387\uff0c\u76f4\u63a5\u7981\u7edd\u6ce8\u91ca\u6210\u4e86\u6700\u5feb\u7684\u4e34\u65f6\u59a5\u534f\u65b9\u6848\u3002<br \/>\n\u5bf9\u4e8e\u5de5\u5177\u680f\u76ee\uff0c\u6a21\u578b\u88ab\u4e25\u683c\u89c4\u5b9a\u4f7f\u7528\u4e13\u7528\u5de5\u5177\u66ff\u4ee3 Bash \u547d\u4ee4\u94fe\uff08\u5982\u7528 FileRead \u66ff\u4ee3 cat\uff09\uff0c\u4e13\u7528\u5de5\u5177\u63d0\u4f9b\u7684\u7ed3\u6784\u5316\u8f93\u51fa\u548c\u53d7\u63a7\u73af\u5883\u80fd\u5927\u5e45\u5ea6\u964d\u4f4e\u610f\u5916\u3002<\/p>\n<h3>7.3 \u73af\u5883\u63a2\u6d4b\u4e0e\u52a8\u6001\u589e\u91cf\u6ce8\u5165<\/h3>\n<p>\u5728\u4f1a\u8bdd\u521d\u59cb\u5316\u9636\u6bb5\uff0c<code>src\/context.ts<\/code>\u00a0\u4f1a\u5411\u4e0a\u6eaf\u6e90\u63a2\u6d4b\u5e76\u5408\u5e76\u5404\u5c42\u7ea7\u7684\u00a0<code>CLAUDE.md<\/code>\u00a0\u6587\u4ef6\u6ce8\u5165\u81f3\u00a0<code>userContext<\/code>\u00a0\u4e2d\u3002\u6b64\u5904\u91c7\u7528\u00a0<code>--bare<\/code>\u00a0\u7eaf\u51c0\u542f\u52a8\u867d\u7136\u4f1a\u5207\u65ad\u81ea\u52a8\u63a2\u7d22\uff0c\u4f46\u4ecd\u65e7\u4e25\u683c\u9075\u5faa\u901a\u8fc7\u00a0<code>--add-dir<\/code>\u00a0\u624b\u52a8\u6302\u8f7d\u7684\u89c4\u5219\uff0c\u5373\u201cbare \u4ee3\u8868\u4e0d\u4e3b\u52a8\u6dfb\u52a0\uff0c\u800c\u975e\u4e0d\u63a5\u53d7\u8f93\u5165\u201d\u3002<br \/>\n\u8fd9\u751a\u81f3\u8fde\u5e26\u6253\u7834\u4e86\u5206\u7c7b\u5668\u7684\u5185\u90e8\u6b7b\u5faa\u73af\uff1a<code>yoloClassifier \u2192 claudemd \u2192 filesystem \u2192 permissions \u2192 yoloClassifier<\/code>\u3002<code>CLAUDE.md<\/code>\u00a0\u5728\u52a0\u8f7d\u540e\u7b2c\u4e00\u65f6\u95f4\u786c\u7f16\u7801\u81f3\u00a0<code>bootstrap\/state.ts<\/code>\u00a0\u63d0\u4f9b\u7f13\u5b58\u62e6\u622a\u3002<br \/>\nGit \u72b6\u6001\u6ce8\u5165\u5219\u5e76\u53d1\u62c9\u53d6\u4e94\u6761\u4fe1\u606f\u6d41\uff08\u5f53\u524d\u5206\u652f\u3001\u4e3b\u5e72\u5206\u652f\u3001\u5de5\u4f5c\u533a\u72b6\u6001\u3001\u6700\u8fd1\u4e94\u6761 Commit \u53ca\u64cd\u4f5c\u8005\uff09\u3002\u4e3a\u9632\u4fe1\u606f\u8fc7\u8f7d\uff0c\u5de5\u4f5c\u533a\u72b6\u6001\u88ab\u786c\u88c1\u526a\u5728 2000 \u4e2a\u5b57\u7b26\u5185\uff0c\u63d0\u793a\u6a21\u578b\u9700\u8981\u5b8c\u6574\u65e5\u5fd7\u65f6\u81ea\u884c\u901a\u8fc7 BashTool \u83b7\u53d6\u3002<br \/>\n\u4e0e\u5916\u63a5 MCP Server \u901a\u4fe1\u65f6\uff0c<code>isMcpInstructionsDeltaEnabled<\/code>\u00a0\u5f00\u5173\u63a7\u5236\u4e86\u6307\u4ee4\u4ec5\u5728\u62d3\u6251\u7ed3\u6784\u53d1\u751f\u53d8\u5316\u65f6\u91c7\u53d6\u589e\u91cf\u5f0f\u4e0b\u53d1\uff0c\u963b\u65ad\u4e86\u91cd\u590d\u5b57\u8282\u7684\u4f20\u8f93\u6d6a\u8d39\u3002<\/p>\n<h3>7.4 \u56db\u91cd\u9632\u7ebf\u7684\u538b\u7f29\u4e0e\u91cd\u5efa<\/h3>\n<p>\u5f53\u6709\u9650\u7684 Token \u4e0a\u4e0b\u6587\u6fd2\u4e34\u67af\u7aed\uff0c\u7cfb\u7edf\u542f\u7528\u56db\u5c42\u4e0d\u540c\u91cf\u7ea7\u7684\u538b\u7f29\u9632\u7ebf\uff1a<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/7f3b24bbb3e94fc.jpeg\" alt=\"\u56db\u5c42\u538b\u7f29\u7b56\u7565\" \/><\/p>\n<p><strong>AutoCompact \u7b56\u7565<\/strong>\u6240\u91c7\u7528\u7684\u5f15\u5bfc Prompt \u6781\u5176\u7cbe\u7ec6\uff0c\u5f3a\u5236\u4fdd\u7559\u5305\u62ec\u9519\u8bef\u6392\u67e5\u8def\u7ebf\u5728\u5185\u7684\u4e5d\u5927\u4fe1\u606f\u79cd\u7c7b\u3002\u6838\u5fc3\u91cd\u70b9\u5728\u4e8e\u201c\u5fc5\u987b\u4fdd\u7559\u6240\u6709\u672a\u8f6c\u6362\u4e3a\u5de5\u5177\u8f93\u51fa\u7684\u7528\u6237\u539f\u59cb\u6307\u4ee4\u6d88\u606f\u201d\u3002LLM \u6781\u6613\u5728\u6458\u8981\u9636\u6bb5\u4e22\u5931\u8bf8\u5982\u201c\u6211\u521a\u624d\u8bf4\u4e0d\u7528 Redux\u201d\u8fd9\u7c7b\u7684\u7528\u6237\u8865\u5145\u8981\u6c42\uff0c\u8be5\u5de5\u7a0b\u8bbe\u8ba1\u5b9e\u8d28\u4e0a\u662f\u4e00\u79cd\u53cd\u9057\u5fd8\u6280\u672f\u3002<br \/>\n\u5b8c\u6210\u538b\u7f29\u540e\u8fdb\u5165\u91cd\u5efa\u9636\u6bb5\uff0c\u7cfb\u7edf\u4f1a\u518d\u6b21\u62bd\u63d0\u6700\u591a 5 \u4efd\u6838\u5fc3\u6587\u4ef6\uff08\u9650\u5236\u6bcf\u4efd 5000 Token \u4e0a\u9650\uff09\u4ee5\u53ca 25000 Token \u7684 Skill \u6307\u4ee4\u7247\u6bb5\u8fdb\u884c\u9006\u5411\u518d\u6ce8\u5165\uff0c\u786e\u4fdd\u5176\u672a\u5b8c\u5168\u4e27\u5931\u5bf9\u6587\u4ef6\u7ec6\u8282\u7684\u89c6\u91ce\u3002<br \/>\n\u66f4\u8fdb\u4e00\u6b65\uff0c\u7531\u4e8e AutoCompact \u5177\u6709\u6781\u5f3a\u7684\u6bc1\u706d\u6027\uff0c\u5176\u4e0e\u6e29\u548c\u7684\u6e10\u8fdb\u5f0f\u6298\u53e0\u65b9\u6848 Context Collapse \u5448\u5929\u7136\u6392\u65a5\u72b6\u6001\u2014\u2014\u5f53\u6298\u53e0\u6a21\u5f0f\u542f\u52a8\u65f6\uff0cAutoCompact \u88ab\u5f3a\u5236\u6291\u5236\u3002<\/p>\n<h2>\u516b\u3001\u7ec8\u7aef UI\uff1a\u91cd\u6784 React \u9ad8\u7ea7\u6e32\u67d3\u5f15\u64ce<\/h2>\n<p>\u6574\u4e2a CLI \u754c\u9762\u7531\u5b58\u653e\u5728\u00a0<code>src\/ink\/<\/code>\u00a0\u76ee\u5f55\u4e0b\u7684 90 \u4e2a\u6587\u4ef6\uff0c\u8fd1\u4e24\u4e07\u884c React \u4ee3\u7801\u63a5\u7ba1\u3002\u8fd9\u5f7b\u5e95\u6539\u53d8\u4e86 CLI \u7c97\u7cd9\u8f93\u51fa\u7684\u5370\u8c61\u3002<\/p>\n<h3>8.1 5\u7ea7\u6e32\u67d3\u7ba1\u7ebf\u4e0e TS Yoga<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/1f69e20421fafee.jpeg\" alt=\"\u7ec8\u7aef UI \u6e32\u67d3\u7ba1\u7ebf\" \/><\/p>\n<ol>\n<li><strong>React Reconciler<\/strong>\uff1a\u8c03\u7528\u00a0<code>react-reconciler<\/code>\u00a0\u5c06 React\u00a0<code>&lt;Box&gt;<\/code>\u00a0\u89e3\u6790\u4e3a\u5e95\u5c42\u6302\u8f7d\u4e86 Yoga \u5f15\u64ce\u7684\u7ec8\u7aef DOM\u00a0<code>ink-box<\/code>\u3002\u652f\u6301 React 19 \u5e76\u53d1\u7279\u6027\u7684 ConcurrentRoot\u3002<\/li>\n<li><strong>\u7eaf TS \u91cd\u6784\u7248 Yoga<\/strong>\uff1a\u5254\u9664\u4e86\u539f\u7248 Ink \u5f15\u7528\u7684 WASM \u6587\u4ef6\u8ba1\u7b97\u903b\u8f91\uff0c\u907f\u514d\u4e86\u00a0<code>await loadYoga()<\/code>\u00a0\u5e26\u6765\u7684\u9996\u5c4f\u5361\u987f\u53ca\u957f\u671f\u8fd0\u884c\u540e\u7684\u5185\u5b58\u7ebf\u6027\u81a8\u80c0\uff0c\u5c06\u6240\u6709\u6e32\u67d3\u63a5\u53e3\u5411\u9694\u79bb\u5c42\u00a0<code>LayoutNode<\/code>\u00a0\u5bf9\u9f50\u3002<\/li>\n<li><strong>\u9a7b\u7559\u5bf9\u8c61\u6c60<\/strong>\uff1a\u7cfb\u7edf\u7ef4\u62a4\u4e86\u4e09\u4e2a\u9ad8\u901f\u7f13\u5b58\u533a\u3002ASCII \u5b57\u7b26\u901a\u8fc7 Int32Array \u83b7\u53d6\u00a0<code>CharPool<\/code>\u00a0\u4e2d\u7684 O(1) \u7d22\u5f15\u547d\u4e2d\uff1b<code>StylePool<\/code>\u00a0\u76f4\u63a5\u7f13\u5b58\u4e86\u8f6c\u6362\u524d\u540e\u7684\u5dee\u5f02\u5e8f\u5217\uff1b\u5305\u542b\u7279\u6b8a OSC 8 \u534f\u8bae\u7684\u94fe\u63a5\u5199\u5165\u00a0<code>HyperlinkPool<\/code>\u3002\u6bcf\u9694\u4e94\u5206\u949f\u6267\u884c\u7684\u5b9a\u65f6\u6e05\u9053\u592b\u4f1a\u4f9d\u9760\u00a0<code>migrateScreenPools<\/code>\u00a0\u65b9\u6cd5\u56de\u6536\u5e76\u8fc1\u79fb\u4ecd\u7136\u6d3b\u8dc3\u7684\u7ec6\u80de\u5355\u5143\uff08Cell\uff09\u3002<\/li>\n<\/ol>\n<h3>8.2 \u6781\u81f4\u7684\u9632\u95ea\u70c1\u786c\u4ef6\u7ea7\u4f18\u5316<\/h3>\n<p>\u7cfb\u7edf\u4ec5\u904d\u5386\u53d1\u751f\u00a0<code>dirty<\/code>\u00a0\u6807\u8bb0\u5f02\u52a8\u6216\u8005\u4f4d\u79fb\u4ea7\u751f\u7684\u89c6\u533a\u3002\u8fd9\u4f7f\u5f97\u65f6\u949f\u52a8\u753b\u6216\u8fdb\u5ea6\u6761\u65cb\u8f6c\u7ec4\u4ef6\u5e26\u6765\u7684 CPU \u5f00\u9500\u4ec5\u4e0e\u5176\u9762\u79ef\u6302\u94a9\u3002<br \/>\n\u9762\u5bf9\u5927\u9762\u79ef\u7684\u6587\u672c\u6eda\u8f74\u8f93\u51fa\uff0c\u4e0d\u518d\u6267\u884c\u66b4\u529b\u91cd\u7ed8\uff0c\u800c\u662f\u6a21\u62df\u5e95\u5c42\u7ec8\u7aef\u786c\u4ef6\u9a71\u52a8\u7ea7\u7684 DECSTBM \u6eda\u8f74\u673a\u5236\uff08\u4e0b\u53d1\u00a0<code>CSI top;bot r<\/code>\u00a0\u53ca\u00a0<code>CSI n S<\/code>\u00a0\u6307\u4ee4\uff09\uff0c\u540c\u65f6\u5728\u5185\u90e8\u7684\u00a0<code>prev.screen<\/code>\u00a0\u8fdb\u884c\u4f4d\u79fb\u6620\u5c04\uff0c\u4f7f Diff \u7b97\u6cd5\u53ea\u9700\u5e94\u5bf9\u6eda\u5165\u5c4f\u5e55\u7684\u552f\u4e00\u65b0\u884c\u3002<br \/>\n\u5229\u7528\u53cc\u7f13\u51b2\uff08Double Buffering\uff09\u673a\u5236\u7ef4\u62a4\u524d\u540e\u53f0\u4e24\u5e27\u753b\u9762\uff0c\u8f85\u4ee5 Lodash \u9ad8\u9891\u8282\u6d41\uff0816ms \u5373 60fps \u7684\u00a0<code>leading + trailing<\/code>\u00a0\u6a21\u5f0f\uff09\uff0c\u901a\u8fc7 DEC 2026 \u534f\u8bae\u5728\u5168\u91cf\u66f4\u65b0\u6570\u636e\u524d\u540e\u5c01\u5957 BSU\uff08Begin Synchronized Update\uff09\u4e0e ESU\uff0c\u5f7b\u5e95\u5b9e\u73b0\u4e86\u7ec8\u7aef\u5c4f\u5e55\u7684\u5e27\u540c\u6b65\u539f\u5b50\u5237\u65b0\uff0c\u6839\u9664\u4e86\u9891\u95ea\u3002\u884c\u5185\u89e3\u6790\u4e5f\u5f15\u5165\u4e86\u00a0<code>charCache<\/code>\u00a0\u5c06\u8ba1\u7b97\u8fc7\u7684 ANSI \u7ed3\u679c\u5f3a\u884c\u547d\u4e2d\u8df3\u8fc7\u8017\u65f6\u64cd\u4f5c\u3002<\/p>\n<h3>8.3 \u6355\u83b7\u5192\u6ce1\u673a\u5236\u4e0e\u65e0 Redux \u72b6\u6001<\/h3>\n<p>\u5185\u7f6e\u4e86\u5b8c\u5584\u7684 DOM \u7ea7\u522b\u4e8b\u4ef6\u62e6\u622a\u6d41\uff08Dispatcher\uff09\u3002\u952e\u76d8\u8f93\u5165\u83b7\u53d6\u7edd\u5bf9\u7684\u00a0<code>DiscreteEventPriority<\/code>\uff08\u5373\u65f6\u63d2\u961f\u5904\u7406\u6743\uff09\uff0c\u800c\u7a97\u53e3\u5f62\u53d8\uff08Resize\uff09\u7b49\u88ab\u89c4\u5212\u8fdb\u00a0<code>ContinuousEventPriority<\/code>\u00a0\u8fdb\u884c\u6d88\u6296\u5408\u5e76\u5904\u7406\u3002<br \/>\n\u629b\u5f03\u4e86\u6c89\u91cd\u5197\u4f59\u7684 Redux\uff0c\u57fa\u4e8e DeepImmutable \u7684\u00a0<code>AppState<\/code>\u00a0\u6301\u6709\u7ea6 50 \u4e2a\u6838\u5fc3\u72b6\u6001\u5b57\u5178\uff0c\u914d\u5408\u539f\u751f\u7684 React Context \u6ce8\u5165\u3002\u5168\u5c40\u4ec5\u9760\u00a0<code>onChangeAppState<\/code>\u00a0\u7684\u94a9\u5b50\u6355\u6349\u6743\u9650\u6a21\u5f0f\u5207\u6362\u7b49\u9ad8\u4f18\u5148\u7ea7\u7684\u526f\u4f5c\u7528\u5e76\u5b9e\u65f6\u6d3e\u53d1\u81f3\u76f8\u5173\u7ec4\u4ef6\u3002<\/p>\n<h2>\u4e5d\u3001MCP \u96c6\u6210\uff1a\u6807\u51c6\u5316\u7684\u80fd\u529b\u5916\u63a5\u6a21\u5757<\/h2>\n<p>\u9762\u5bf9 <a href=\"https:\/\/www.kdjingpai.com\/model-context-protocol\/\">Model Context Protocol<\/a> (MCP) \u8fd9\u4e00\u9010\u6b65\u6210\u4e3a\u884c\u4e1a\u6807\u51c6\u7684\u534f\u8bae\uff0c\u6a21\u5757\u7f6e\u5165\u5728\u00a0<code>src\/services\/mcp\/<\/code>\u00a0\u4e2d\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2026\/03\/cda5cdae8f41988.jpeg\" alt=\"MCP \u56db\u5c42\u67b6\u6784\" \/><\/p>\n<p>\u5e95\u5c42\u00a0<code>config.ts<\/code>\u00a0\u4ece\u4f01\u4e1a\u7ea7 policy\u3001\u672c\u5730\u9879\u76ee\u89c4\u8303\u7b49\u516d\u4e2a\u4e0d\u540c\u4fe1\u6e90\u62c9\u53d6\u7f51\u7edc\u914d\u7f6e\u3002\u9047\u5230 Claude.ai \u4e91\u7aef\u73af\u5883\u540c\u6b65\u5217\u8868\u65f6\uff0c<code>dedupClaudeAiMcpServers<\/code>\u00a0\u5c06\u63a5\u7ba1\u53bb\u91cd\u5e76\u5c06\u9ad8\u4f18\u63a7\u5236\u6743\u8ba9\u6e21\u7ed9\u672c\u5730\u914d\u7f6e\u3002<br \/>\n\u53d1\u73b0\u7684\u65b0\u5916\u90e8\u5de5\u5177\u5728\u63a5\u5165\u65f6\u5373\u88ab\u91cd\u65b0\u5c01\u5957\uff0c\u540d\u79f0\u5f3a\u5236\u8f6c\u6362\u4e3a\u00a0<code>mcp__&lt;serverName&gt;__&lt;toolName&gt;<\/code>\u00a0\u8fd9\u4e00\u7279\u5b9a\u683c\u5f0f\u4ee5\u9632\u6b62\u8986\u5199\u51b2\u7a81\uff0c\u540c\u65f6\u5176 JSON Schema \u5b9a\u4e49\u88ab\u91cd\u65b0\u6620\u5c04\u6ce8\u5165\u7cfb\u7edf\u81ea\u8eab\u7684 Zod \u9632\u62a4\u9a8c\u8bc1\u7f51\u5185\u3002Agent \u6bcf\u6b21\u6267\u884c Loop \u7684\u8fed\u4ee3\u5f00\u7aef\uff0c\u5747\u4f1a\u5f3a\u5236\u6267\u884c\u00a0<code>refreshTools()<\/code>\u00a0\u4ee5\u6293\u53d6\u5916\u90e8\u8282\u70b9\u7684\u6700\u65b0\u529f\u80fd\u53d8\u66f4\u3002<br \/>\n\u5185\u7f6e\u7684\u00a0<code>McpAuthTool<\/code>\u00a0\u4e3a\u90a3\u4e9b\u9700\u8981\u4e8c\u6b21\u8ba4\u8bc1\u7684\u670d\u52a1\u5668\u7559\u8bbe\u4e86\u7279\u6b8a\u63a5\u53e3\u3002\u5f53\u6a21\u578b\u64cd\u4f5c\u9047\u963b\uff0c\u53ef\u4ee5\u76f4\u63a5\u4e2d\u65ad\u6d41\u7a0b\uff0c\u6307\u5f15\u7528\u6237\u5728\u6d4f\u89c8\u5668\u4fa7\u8d70\u5b8c OAuth \u63e1\u624b\u5e76\u5e26\u7740\u51ed\u636e\u8fd4\u56de\u91cd\u65b0\u4e0b\u8fbe\u6307\u4ee4\u3002<\/p>\n<h2>\u5341\u3001\u67b6\u6784\u542f\u53d1\u4e0e\u5de5\u7a0b\u6df1\u5ea6\u53cd\u601d<\/h2>\n<p>\u9488\u5bf9\u8fd9\u4efd\u6d77\u91cf\u5de5\u7a0b\u4ee3\u7801\u7684\u5256\u6790\uff0c\u4e3a\u4efb\u4f55\u8bd5\u56fe\u6784\u5efa\u7c7b\u4f3c Agentic \u7cfb\u7edf\u7684\u5f00\u53d1\u4eba\u5458\u603b\u7ed3\u51fa\u4ee5\u4e0b\u6781\u5177\u4ef7\u503c\u7684\u8bbe\u8ba1\u6a21\u5f0f\uff1a<\/p>\n<p><strong>\u628a AsyncGenerator \u4f5c\u4e3a\u7edd\u5bf9\u6838\u5fc3\u57fa\u77f3<\/strong>\uff1a\u5f02\u6b65\u751f\u6210\u5668\u5904\u7406\u6574\u4e2a\u6267\u884c\u94fe\uff0c\u5728\u89e3\u51b3\u6a21\u578b\u6d41\u5f0f\u5e76\u53d1\u3001\u53cd\u5411\u80cc\u538b\u6291\u5236\u3001\u5b89\u5168\u64a4\u9500\u4fe1\u53f7\u7684\u9010\u7ea7\u4e0b\u63a8\u4ee5\u53ca\u7ec4\u5408\u8c03\u7528\u4e0a\u5c55\u793a\u51fa\u4e86 Promise \u94fe\u65e0\u53ef\u6bd4\u62df\u7684\u7cfb\u7edf\u7edf\u6cbb\u529b\u3002<\/p>\n<p><strong>\u6781\u7aef\u7684 Fail-closed \u5b89\u5168\u515c\u5e95<\/strong>\uff1a\u6ca1\u6709\u6ce8\u518c\u5e76\u53d1\u5c5e\u6027\u5c31\u662f\u7981\u6b62\u5e76\u53d1\uff0c\u6ca1\u6709\u5199\u660e\u8bfb\u5199\u5c5e\u6027\u5c31\u662f\u89c6\u4f5c\u6076\u610f\u5199\u5165\u3002\u8fd9\u7c7b\u901a\u8fc7\u6846\u67b6\u5c42\u5c06\u6f0f\u6d1e\u9884\u7f6e\u4e3a\u62d2\u6b62\u72b6\u6001\u7684\u8bbe\u8ba1\uff0c\u503c\u5f97\u5728\u6240\u6709\u7cfb\u7edf\u5e95\u5c42\u6548\u4eff\u3002<\/p>\n<p><strong>\u5f7b\u5e95\u629b\u5f03 if-else \u7684\u6784\u5efa\u9694\u79bb<\/strong>\uff1a<code>feature()<\/code>\u00a0\u5b8f [7] \u5728\u7269\u7406\u5c42\u9762\u4e0a\u5e72\u6389\u4e86\u6240\u6709\u672a\u5c31\u7eea\u529f\u80fd\u8fdb\u5165\u751f\u4ea7\u73af\u5883\u7684\u673a\u4f1a\uff0c\u907f\u514d\u4e86\u4efb\u4f55\u6f5c\u5728\u8fd0\u884c\u6001\u5f02\u5e38\u6216\u53cd\u7f16\u8bd1\u6cc4\u5bc6\u3002<\/p>\n<p><strong>\u4e00\u5207\u4e3a\u4e86 Prompt Cache \u670d\u52a1\u7684\u91cd\u6784\u8bbe\u8ba1<\/strong>\uff1a\u4ece Tool \u5217\u8868\u6781\u5176\u8bb2\u7a76\u7684\u524d\u540e\u7ad9\u4f4d\u6392\u5e8f\uff0c\u5230\u7cfb\u7edf\u5baa\u6cd5\u8fb9\u754c\u7684\u5207\u5206\uff0c\u76f4\u81f3 Fork \u64cd\u4f5c\u65f6\u90a3\u6781\u5176\u602a\u5f02\u7684\u540e\u7f00\u8865\u5145\u624b\u6bb5\u3002\u5927\u578b\u7cfb\u7edf\u67b6\u6784\u5e94\u8be5\u628a\u7f13\u5b58\u547d\u4e2d\u7387\u4f5c\u4e3a\u201c\u4e00\u7b49\u516c\u6c11\u201d\u800c\u975e\u4e8b\u540e\u6253\u8865\u4e01\u7684\u8003\u91cf\u3002<\/p>\n<p><strong>\u89e3\u51b3 LLM \u7f3a\u9677\u7684\u5de5\u7a0b\u5bf9\u7b56<\/strong>\uff1a\u4f8b\u5982\u538b\u7f29\u5386\u53f2\u524d\u5f3a\u5236\u89c4\u5b9a\u201c\u4e0d\u80fd\u4e22\u5f03\u4efb\u4f55\u975e\u5de5\u5177\u8fd4\u56de\u503c\u7684\u539f\u59cb\u6307\u4ee4\u201d\uff0c\u5229\u7528\u5de5\u7a0b\u8bbe\u8ba1\u5f25\u8865\u4e86\u5927\u8bed\u8a00\u6a21\u578b\u5bb9\u6613\u629b\u5f03\u7528\u6237\u5c0f\u8981\u6c42\u5bfc\u81f4\u5931\u5fc6\u7684\u901a\u7528\u786c\u4f24\u3002<\/p>\n<p><strong>\u9057\u7559\u7684\u67b6\u6784\u9690\u60a3<\/strong>\uff1a\u5373\u4f7f\u4e25\u8c28\u5982\u65af\uff0c\u5728\u00a0<code>bootstrap\/state.ts<\/code>\u00a0\u4e2d\u7ef4\u62a4\u7684\u5305\u542b 200 \u4f59\u4e2a\u5b57\u5178\u5b57\u6bb5\u7684\u5168\u5c40\u5bf9\u8c61\u4e0a\uff0c\u4f9d\u7136\u7559\u5b58\u4e86 &#8220;DO NOT ADD MORE STATE HERE&#8221; \u8fd9\u6837\u7684\u65e0\u5948\u8b66\u544a\u3002\u5bf9\u4e8e\u4e00\u4e2a 50 \u4e07\u884c\u91cf\u7ea7\u7684\u590d\u6742\u7cfb\u7edf\uff0c\u8fc7\u5ea6\u7f3a\u4e4f\u57fa\u4e8e\u4f9d\u8d56\u6ce8\u5165\u7684\u7ec6\u5206\u72b6\u6001\u7ba1\u7406\u662f\u4e00\u4e2a\u5371\u9669\u7684\u4fe1\u53f7\u3002<br \/>\n\u53e6\u5916\uff0c<code>BashTool<\/code>\u00a0\u867d\u7136\u8bbe\u8ba1\u7cbe\u5de7\uff0c\u4f46\u5176\u63c9\u634f\u4e86 8 \u5c42\u9694\u79bb\u9a8c\u8bc1\u673a\u5236\u5bfc\u81f4\u4ee3\u7801\u8fc7\u4e8e\u5e9e\u5927\u590d\u6742\uff0c\u82e5\u80fd\u5c06\u5176\u6821\u9a8c\u903b\u8f91\u62bd\u51fa\uff0c\u66ff\u6362\u4e3a OPA (Open Policy Agent) \u6216 Rego \u98ce\u683c\u7684\u58f0\u660e\u5f0f\u5f15\u64ce\u914d\u7f6e\uff0c\u5c06\u5927\u5e45\u589e\u5f3a\u6846\u67b6\u7684\u62d3\u5c55\u751f\u547d\u529b\u3002<br \/>\n\u5728\u6570\u636e\u6301\u4e45\u5316\u5c42\u9762\uff0c\u5de5\u5177\u6d41\u53cd\u9988\u76ee\u524d\u4f9d\u7136\u662f\u6241\u5e73\u5b57\u7b26\u4e32\u5f62\u6001\u3002\u82e5\u80fd\u591f\u91cd\u6784\u4e3a\u5177\u5907\u7ed3\u6784\u5316\u68c0\u7d22\u80fd\u529b\u7684\u6570\u636e\u5c42\u5b58\u50a8\uff0c\u5c06\u52a9\u529b\u957f\u6548\u8bb0\u5fc6\u7cfb\u7edf\u548c Context Collapse \u83b7\u53d6\u66f4\u7cbe\u51c6\u7684\u6298\u53e0\u5207\u5165\u70b9\u3002<br \/>\n\u968f\u7740 Anthropic \u5c06\u5176\u4e2d\u6838\u5fc3\u6a21\u5757\u62bd\u79bb\u6210\u5f00\u6e90\u7684 SDK \u53d1\u884c\u7248\uff0c\u672a\u6765\u7684\u6f14\u8fdb\u5fc5\u5c06\u4ee5\u53bb\u8026\u5408\u4e0e\u63d2\u4ef6\u5316\u7684\u9762\u8c8c\u5448\u73b0\u3002<\/p>\n<h3>\u9644\u5f55\uff1a\u6838\u5fc3\u5f15\u64ce\u4e0e\u63a7\u5236\u9762\u7d22\u5f15<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u7cfb\u7edf\u6a21\u5757<\/th>\n<th>\u5e95\u5c42\u8c03\u5ea6\u4e0e\u5b9e\u73b0\u6587\u4ef6<\/th>\n<th>\u4ee3\u7801\u4f53\u91cf\u8bc4\u4f30<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Agent Loop \u5f15\u64ce\u6838\u5fc3<\/td>\n<td><code>src\/QueryEngine.ts<\/code>,\u00a0<code>src\/query.ts<\/code><\/td>\n<td>3,024 \u884c<\/td>\n<\/tr>\n<tr>\n<td>\u5de5\u5177\u5206\u6d41\u4e0e\u5e76\u53d1\u8c03\u5ea6\u5668<\/td>\n<td><code>src\/services\/tools\/StreamingToolExecutor.ts<\/code>,\u00a0<code>toolExecution.ts<\/code><\/td>\n<td>2,275 \u884c<\/td>\n<\/tr>\n<tr>\n<td>\u62bd\u8c61\u65b9\u6cd5\u4e0e Tool \u7ec4\u88c5<\/td>\n<td><code>src\/Tool.ts<\/code>,\u00a0<code>src\/tools.ts<\/code><\/td>\n<td>1,181 \u884c<\/td>\n<\/tr>\n<tr>\n<td>Bash \u7269\u7406\u6c99\u7bb1\u63a7\u5236\u9762<\/td>\n<td><code>src\/tools\/BashTool\/<\/code>\u00a0\u76ee\u5f55\u4e0b (18 \u4e2a\u6587\u4ef6)<\/td>\n<td>\u7ea6 5,000 \u884c<\/td>\n<\/tr>\n<tr>\n<td>\u5168\u5c40\u5b89\u5168\u6388\u6743\u5ba1\u8ba1\u4e2d\u5fc3<\/td>\n<td><code>src\/utils\/permissions\/permissions.ts<\/code><\/td>\n<td>\u7ea6 1,400 \u884c<\/td>\n<\/tr>\n<tr>\n<td>\u89c4\u5219\u906e\u853d\u4e0e\u8bc4\u4f30\u62e6\u622a\u7f51<\/td>\n<td><code>src\/utils\/permissions\/<\/code>\u00a0\u76ee\u5f55\u4e0b (24 \u4e2a\u6587\u4ef6)<\/td>\n<td>\u7ea6 5,000 \u884c<\/td>\n<\/tr>\n<tr>\n<td>Subagent \u4efb\u52a1\u62d3\u6251\u7f51\u7edc<\/td>\n<td><code>src\/tools\/AgentTool\/<\/code>\u00a0\u76ee\u5f55\u4e0b (20 \u4e2a\u6587\u4ef6)<\/td>\n<td>\u7ea6 6,000 \u884c<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/www.kdjingpai.com\/swarm\/\">Swarm<\/a> \u961f\u95f4\u4e92\u8054\u4e0e\u90ae\u7bb1<\/td>\n<td><code>src\/utils\/swarm\/<\/code>\u00a0\u76ee\u5f55\u4e0b (22 \u4e2a\u6587\u4ef6)<\/td>\n<td>\u7ea6 5,000 \u884c<\/td>\n<\/tr>\n<tr>\n<td>System Prompt \u5185\u7f6e\u5e38\u91cf<\/td>\n<td><code>src\/constants\/prompts.ts<\/code><\/td>\n<td>914 \u884c<\/td>\n<\/tr>\n<tr>\n<td>\u5168\u5c40\u4fe1\u606f\u538b\u7f29\u6298\u53e0\u6a21\u5757<\/td>\n<td><code>src\/services\/compact\/<\/code>\u00a0\u76ee\u5f55\u4e0b (11 \u4e2a\u6587\u4ef6)<\/td>\n<td>3,960 \u884c<\/td>\n<\/tr>\n<tr>\n<td>React-Ink \u786c\u4ef6\u6e32\u67d3\u7ec4\u4ef6<\/td>\n<td><code>src\/ink\/<\/code>\u00a0\u76ee\u5f55\u4e0b (90 \u4e2a\u6587\u4ef6)<\/td>\n<td>19,842 \u884c<\/td>\n<\/tr>\n<tr>\n<td>MCP \u534f\u8bae\u8fde\u63a5\u4e0e\u8f6c\u6362\u5c42<\/td>\n<td><code>src\/services\/mcp\/client.ts<\/code><\/td>\n<td>3,348 \u884c<\/td>\n<\/tr>\n<tr>\n<td>MCP \u591a\u6e90\u5408\u5e76\u4e0e\u53bb\u91cd\u5c42<\/td>\n<td><code>src\/services\/mcp\/config.ts<\/code><\/td>\n<td>1,578 \u884c<\/td>\n<\/tr>\n<tr>\n<td>\u521d\u59cb\u5316\u5f15\u5bfc\u7cfb\u7edf\u7f13\u5b58\u533a<\/td>\n<td><code>src\/bootstrap\/state.ts<\/code><\/td>\n<td>\u7ea6 800 \u884c<\/td>\n<\/tr>\n<tr>\n<td>React \u5e94\u7528\u4e0d\u53ef\u53d8\u72b6\u6001\u6811<\/td>\n<td><code>src\/state\/AppStateStore.ts<\/code><\/td>\n<td>\u7ea6 400 \u884c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd1\u671f\uff0cAnthropic \u53d1\u5e03\u4e86\u5176\u539f\u751f AI \u7f16\u7801\u52a9\u624b Claude Code\u3002\u57fa\u4e8e\u5bf9\u00a0@anthropic-ai\/claude-code\u00a0v2.1.88 \u7248\u672c\u6e90\u7801\u7684\u5ba1\u9605\uff0c\u8fd9\u5957\u5305\u542b 51 \u4e07\u884c TypeScript \u4ee3\u7801\u3001\u5206\u5e03\u4e8e 1902 &#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[182],"tags":[],"class_list":["post-63010","post","type-post","status-publish","format-standard","hentry","category-shicao"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/63010","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=63010"}],"version-history":[{"count":3,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/63010\/revisions"}],"predecessor-version":[{"id":63013,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/63010\/revisions\/63013"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=63010"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=63010"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=63010"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}