{"id":1079,"date":"2026-04-23T01:05:30","date_gmt":"2026-04-22T17:05:30","guid":{"rendered":"http:\/\/weizn.net\/?p=1079"},"modified":"2026-05-10T16:43:52","modified_gmt":"2026-05-10T08:43:52","slug":"claude-code-%c2%b7-agent-runtime-%e5%88%86%e6%9e%90","status":"publish","type":"post","link":"http:\/\/weizn.net\/?p=1079","title":{"rendered":"Claude Code \u00b7 Agent Runtime \u5de5\u7a0b\u5316\u5206\u6790"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_17 counter-hierarchy\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" style=\"display: none;\"><i class=\"ez-toc-glyphicon ez-toc-icon-toggle\"><\/i><\/a><\/span><\/div>\n<nav><ul class=\"ez-toc-list ez-toc-list-level-1\"><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-1\" href=\"http:\/\/weizn.net\/?p=1079\/#1_%E5%85%A8%E6%99%AF%EF%BC%9A%E5%85%AD%E5%B1%82%E5%8F%A0%E5%B1%82%E4%B8%8E%E5%9B%9B%E8%B4%AF%E7%A9%BF%E6%8E%A7%E4%BB%B6\" title=\"1. \u5168\u666f\uff1a\u516d\u5c42\u53e0\u5c42\u4e0e\u56db\u8d2f\u7a7f\u63a7\u4ef6\">1. \u5168\u666f\uff1a\u516d\u5c42\u53e0\u5c42\u4e0e\u56db\u8d2f\u7a7f\u63a7\u4ef6<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-2\" href=\"http:\/\/weizn.net\/?p=1079\/#2_Runtime_Loop%EF%BC%9Awhile-true_%E5%86%85%E7%9A%84_12_%E4%B8%AA%E4%BA%8B%E4%BB%B6\" title=\"2. Runtime Loop\uff1awhile-true \u5185\u7684 12 \u4e2a\u4e8b\u4ef6\">2. Runtime Loop\uff1awhile-true \u5185\u7684 12 \u4e2a\u4e8b\u4ef6<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-3\" href=\"http:\/\/weizn.net\/?p=1079\/#21_%E8%B7%A8%E8%BD%AE%E6%90%BA%E5%B8%A6%E7%9A%84_State\" title=\"2.1 \u8de8\u8f6e\u643a\u5e26\u7684 State\">2.1 \u8de8\u8f6e\u643a\u5e26\u7684 State<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-4\" href=\"http:\/\/weizn.net\/?p=1079\/#22_%E4%B8%80%E8%BD%AE%E8%BF%AD%E4%BB%A3%E7%9A%84_12_%E4%B8%AA%E4%BA%8B%E4%BB%B6\" title=\"2.2 \u4e00\u8f6e\u8fed\u4ee3\u7684 12 \u4e2a\u4e8b\u4ef6\">2.2 \u4e00\u8f6e\u8fed\u4ee3\u7684 12 \u4e2a\u4e8b\u4ef6<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-5\" href=\"http:\/\/weizn.net\/?p=1079\/#23_%E4%BA%8B%E4%BB%B6%E6%B5%81%E5%9B%BE\" title=\"2.3 \u4e8b\u4ef6\u6d41\u56fe\">2.3 \u4e8b\u4ef6\u6d41\u56fe<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-6\" href=\"http:\/\/weizn.net\/?p=1079\/#24_%E4%B8%A4%E4%B8%AA%E5%AE%B9%E6%98%93%E8%A2%AB%E4%BD%8E%E4%BC%B0%E7%9A%84%E8%AE%BE%E8%AE%A1%E5%86%B3%E7%AD%96\" title=\"2.4 \u4e24\u4e2a\u5bb9\u6613\u88ab\u4f4e\u4f30\u7684\u8bbe\u8ba1\u51b3\u7b56\">2.4 \u4e24\u4e2a\u5bb9\u6613\u88ab\u4f4e\u4f30\u7684\u8bbe\u8ba1\u51b3\u7b56<\/a><\/li><\/ul><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-7\" href=\"http:\/\/weizn.net\/?p=1079\/#3_%E4%B8%8A%E4%B8%8B%E6%96%87%E5%8E%8B%E7%BC%A9%EF%BC%9A%E4%BA%94%E7%BA%A7%E6%A2%AF%E5%AD%90%E4%B8%8E%E6%AF%8F%E4%B8%80%E7%BA%A7%E7%9A%84%E7%9C%9F%E5%AE%9E%E7%AE%97%E6%B3%95\" title=\"3. \u4e0a\u4e0b\u6587\u538b\u7f29\uff1a\u4e94\u7ea7\u68af\u5b50\u4e0e\u6bcf\u4e00\u7ea7\u7684\u771f\u5b9e\u7b97\u6cd5\">3. \u4e0a\u4e0b\u6587\u538b\u7f29\uff1a\u4e94\u7ea7\u68af\u5b50\u4e0e\u6bcf\u4e00\u7ea7\u7684\u771f\u5b9e\u7b97\u6cd5<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-8\" href=\"http:\/\/weizn.net\/?p=1079\/#31_%E8%A7%A6%E5%8F%91%E6%95%B0%E5%AD%A6%EF%BC%9Aeffective_window_%E4%B8%8E%E4%B8%89%E9%81%93%E9%98%88%E5%80%BC\" title=\"3.1 \u89e6\u53d1\u6570\u5b66\uff1aeffective window \u4e0e\u4e09\u9053\u9608\u503c\">3.1 \u89e6\u53d1\u6570\u5b66\uff1aeffective window \u4e0e\u4e09\u9053\u9608\u503c<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-9\" href=\"http:\/\/weizn.net\/?p=1079\/#32_%E4%BA%94%E7%BA%A7%E6%A2%AF%E5%AD%90%EF%BC%9A%E8%A7%A6%E5%8F%91_%E2%86%92_%E7%AE%97%E6%B3%95_%E2%86%92_%E5%BD%B1%E5%93%8D\" title=\"3.2 \u4e94\u7ea7\u68af\u5b50\uff1a\u89e6\u53d1 \u2192 \u7b97\u6cd5 \u2192 \u5f71\u54cd\">3.2 \u4e94\u7ea7\u68af\u5b50\uff1a\u89e6\u53d1 \u2192 \u7b97\u6cd5 \u2192 \u5f71\u54cd<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-10\" href=\"http:\/\/weizn.net\/?p=1079\/#33_PostCompact_%E6%B3%A8%E5%85%A5%EF%BC%9A%E6%91%98%E8%A6%81%E4%B9%8B%E5%90%8E%E8%BF%98%E8%A6%81%E5%A1%9E%E5%9B%9E%E4%BB%80%E4%B9%88\" title=\"3.3 PostCompact \u6ce8\u5165\uff1a\u6458\u8981\u4e4b\u540e\u8fd8\u8981\u585e\u56de\u4ec0\u4e48\">3.3 PostCompact \u6ce8\u5165\uff1a\u6458\u8981\u4e4b\u540e\u8fd8\u8981\u585e\u56de\u4ec0\u4e48<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-11\" href=\"http:\/\/weizn.net\/?p=1079\/#34_PostCompact_%E7%9A%84_9_%E9%A1%B9%E5%B9%82%E7%AD%89%E6%B8%85%E7%90%86\" title=\"3.4 PostCompact \u7684 9 \u9879\u5e42\u7b49\u6e05\u7406\">3.4 PostCompact \u7684 9 \u9879\u5e42\u7b49\u6e05\u7406<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-12\" href=\"http:\/\/weizn.net\/?p=1079\/#35_%E5%AD%90_Agent_%E4%B8%AD%E8%B0%83%E5%8E%8B%E7%BC%A9%E7%9A%84%E7%89%B9%E6%AE%8A%E5%A4%84%E7%90%86\" title=\"3.5 \u5b50 Agent \u4e2d\u8c03\u538b\u7f29\u7684\u7279\u6b8a\u5904\u7406\">3.5 \u5b50 Agent \u4e2d\u8c03\u538b\u7f29\u7684\u7279\u6b8a\u5904\u7406<\/a><\/li><\/ul><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-13\" href=\"http:\/\/weizn.net\/?p=1079\/#4_Task_%E4%B8%80%E7%AD%89%E5%85%AC%E6%B0%91%EF%BC%9A%E5%85%AD%E7%A7%8D%E5%BD%A2%E6%80%81%E5%85%B1%E4%BA%AB%E4%B8%80%E4%B8%AA%E5%A5%91%E7%BA%A6\" title=\"4. Task \u4e00\u7b49\u516c\u6c11\uff1a\u516d\u79cd\u5f62\u6001\u5171\u4eab\u4e00\u4e2a\u5951\u7ea6\">4. Task \u4e00\u7b49\u516c\u6c11\uff1a\u516d\u79cd\u5f62\u6001\u5171\u4eab\u4e00\u4e2a\u5951\u7ea6<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-14\" href=\"http:\/\/weizn.net\/?p=1079\/#41_%E5%85%B1%E4%BA%AB%E5%A5%91%E7%BA%A6%E7%9A%84%E4%BA%94%E4%B8%AA%E7%BB%84%E4%BB%B6\" title=\"4.1 \u5171\u4eab\u5951\u7ea6\u7684\u4e94\u4e2a\u7ec4\u4ef6\">4.1 \u5171\u4eab\u5951\u7ea6\u7684\u4e94\u4e2a\u7ec4\u4ef6<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-15\" href=\"http:\/\/weizn.net\/?p=1079\/#42_%E5%85%AC%E5%85%B1%E7%94%9F%E5%91%BD%E5%91%A8%E6%9C%9F\" title=\"4.2 \u516c\u5171\u751f\u547d\u5468\u671f\">4.2 \u516c\u5171\u751f\u547d\u5468\u671f<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-16\" href=\"http:\/\/weizn.net\/?p=1079\/#43_%E5%85%AD%E7%A7%8D%E5%BD%A2%E6%80%81%E7%9A%84%E5%B7%AE%E5%BC%82\" title=\"4.3 \u516d\u79cd\u5f62\u6001\u7684\u5dee\u5f02\">4.3 \u516d\u79cd\u5f62\u6001\u7684\u5dee\u5f02<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-17\" href=\"http:\/\/weizn.net\/?p=1079\/#44_%E5%AD%90_Agent_%E7%9A%84_runtime_loop_%E4%B8%8E%E4%B8%BB%E7%BA%BF%E7%A8%8B%E5%85%B1%E4%BA%AB%E5%90%8C%E4%B8%80%E5%8F%B0%E8%8A%82%E6%8B%8D%E5%99%A8\" title=\"4.4 \u5b50 Agent \u7684 runtime loop \u4e0e\u4e3b\u7ebf\u7a0b\u5171\u4eab\u540c\u4e00\u53f0\u8282\u62cd\u5668\">4.4 \u5b50 Agent \u7684 runtime loop \u4e0e\u4e3b\u7ebf\u7a0b\u5171\u4eab\u540c\u4e00\u53f0\u8282\u62cd\u5668<\/a><\/li><\/ul><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-18\" href=\"http:\/\/weizn.net\/?p=1079\/#5_%E5%A4%9A_Agent_%E8%B0%83%E5%BA%A6%EF%BC%9A%E5%8D%8F%E8%B0%83%E8%80%85%E3%80%81Worker%E3%80%81%E4%B8%89%E6%9D%A1%E9%80%9A%E9%81%93\" title=\"5. \u591a Agent \u8c03\u5ea6\uff1a\u534f\u8c03\u8005\u3001Worker\u3001\u4e09\u6761\u901a\u9053\">5. \u591a Agent \u8c03\u5ea6\uff1a\u534f\u8c03\u8005\u3001Worker\u3001\u4e09\u6761\u901a\u9053<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-19\" href=\"http:\/\/weizn.net\/?p=1079\/#51_%E5%8D%8F%E8%B0%83%E8%80%85%E7%9A%84%E4%B8%8D%E5%AF%B9%E7%A7%B0%EF%BC%9A%E5%8F%AA%E5%8F%91%E7%89%8C%E4%B8%8D%E5%87%BA%E6%89%8B\" title=\"5.1 \u534f\u8c03\u8005\u7684\u4e0d\u5bf9\u79f0\uff1a\u53ea\u53d1\u724c\u4e0d\u51fa\u624b\">5.1 \u534f\u8c03\u8005\u7684\u4e0d\u5bf9\u79f0\uff1a\u53ea\u53d1\u724c\u4e0d\u51fa\u624b<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-20\" href=\"http:\/\/weizn.net\/?p=1079\/#52_%E5%B7%A5%E5%85%B7%E7%99%BD%E5%90%8D%E5%8D%95%EF%BC%9A%E7%A1%AC%E7%BA%A6%E6%9D%9F%E7%9A%84%E7%9C%9F%E5%AE%9E%E6%B8%85%E5%8D%95\" title=\"5.2 \u5de5\u5177\u767d\u540d\u5355\uff1a\u786c\u7ea6\u675f\u7684\u771f\u5b9e\u6e05\u5355\">5.2 \u5de5\u5177\u767d\u540d\u5355\uff1a\u786c\u7ea6\u675f\u7684\u771f\u5b9e\u6e05\u5355<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-21\" href=\"http:\/\/weizn.net\/?p=1079\/#53_%E4%B8%89%E6%9D%A1%E9%80%9A%E8%AE%AF%E9%80%9A%E9%81%93%E7%9A%84%E8%AF%AD%E4%B9%89%E5%88%86%E5%B7%A5\" title=\"5.3 \u4e09\u6761\u901a\u8baf\u901a\u9053\u7684\u8bed\u4e49\u5206\u5de5\">5.3 \u4e09\u6761\u901a\u8baf\u901a\u9053\u7684\u8bed\u4e49\u5206\u5de5<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-22\" href=\"http:\/\/weizn.net\/?p=1079\/#54_%E5%A7%94%E6%B4%BE%E6%97%B6%E5%BA%8F\" title=\"5.4 \u59d4\u6d3e\u65f6\u5e8f\">5.4 \u59d4\u6d3e\u65f6\u5e8f<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-23\" href=\"http:\/\/weizn.net\/?p=1079\/#55_%E8%BF%9C%E7%AB%AF_Agent_%E4%B8%8E%E6%9C%AC%E5%9C%B0%E7%AD%89%E5%90%8C\" title=\"5.5 \u8fdc\u7aef Agent \u4e0e\u672c\u5730\u7b49\u540c\">5.5 \u8fdc\u7aef Agent \u4e0e\u672c\u5730\u7b49\u540c<\/a><\/li><\/ul><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-24\" href=\"http:\/\/weizn.net\/?p=1079\/#6_%E8%AE%B0%E5%BF%86%E4%B8%89%E5%88%86%E5%B1%82%EF%BC%9A%E5%8F%AF%E8%AF%BB%E7%9B%AE%E5%BD%95_5_%E6%A7%BD%E4%BD%8D%E9%80%89%E6%8B%A9%E5%99%A8\" title=\"6. \u8bb0\u5fc6\u4e09\u5206\u5c42\uff1a\u53ef\u8bfb\u76ee\u5f55 + 5 \u69fd\u4f4d\u9009\u62e9\u5668\">6. \u8bb0\u5fc6\u4e09\u5206\u5c42\uff1a\u53ef\u8bfb\u76ee\u5f55 + 5 \u69fd\u4f4d\u9009\u62e9\u5668<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-25\" href=\"http:\/\/weizn.net\/?p=1079\/#61_%E4%B8%89%E5%88%86%E5%B1%82%EF%BC%9A%E6%8C%89%E5%8F%AF%E8%A7%81%E8%BE%B9%E7%95%8C%E5%88%87%E5%88%86\" title=\"6.1 \u4e09\u5206\u5c42\uff1a\u6309\u53ef\u89c1\u8fb9\u754c\u5207\u5206\">6.1 \u4e09\u5206\u5c42\uff1a\u6309\u53ef\u89c1\u8fb9\u754c\u5207\u5206<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-26\" href=\"http:\/\/weizn.net\/?p=1079\/#62_%E5%85%A5%E5%8F%A3%E7%B4%A2%E5%BC%95%EF%BC%9A%E5%B8%A6%E5%8F%8C%E6%8A%A4%E6%A0%8F%E7%9A%84_MEMORYmd\" title=\"6.2 \u5165\u53e3\u7d22\u5f15\uff1a\u5e26\u53cc\u62a4\u680f\u7684 MEMORY.md\">6.2 \u5165\u53e3\u7d22\u5f15\uff1a\u5e26\u53cc\u62a4\u680f\u7684 MEMORY.md<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-27\" href=\"http:\/\/weizn.net\/?p=1079\/#63_%E4%B8%BB%E9%A2%98%E6%96%87%E4%BB%B6%E9%98%B5%E5%88%97%EF%BC%9A%E8%AE%A9%E7%BB%86%E8%8A%82%E6%9C%89%E8%87%AA%E5%B7%B1%E7%9A%84%E5%AE%B6\" title=\"6.3 \u4e3b\u9898\u6587\u4ef6\u9635\u5217\uff1a\u8ba9\u7ec6\u8282\u6709\u81ea\u5df1\u7684\u5bb6\">6.3 \u4e3b\u9898\u6587\u4ef6\u9635\u5217\uff1a\u8ba9\u7ec6\u8282\u6709\u81ea\u5df1\u7684\u5bb6<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-28\" href=\"http:\/\/weizn.net\/?p=1079\/#64_%E7%9B%B8%E5%85%B3%E6%80%A7%E9%80%89%E6%8B%A9%E5%99%A8%EF%BC%9A%E4%B8%80%E6%AC%A1_5_%E6%A7%BD%E4%BD%8D%E7%9A%84%E7%B2%BE%E7%A1%AE%E6%8C%91%E9%80%89\" title=\"6.4 \u76f8\u5173\u6027\u9009\u62e9\u5668\uff1a\u4e00\u6b21 5 \u69fd\u4f4d\u7684\u7cbe\u786e\u6311\u9009\">6.4 \u76f8\u5173\u6027\u9009\u62e9\u5668\uff1a\u4e00\u6b21 5 \u69fd\u4f4d\u7684\u7cbe\u786e\u6311\u9009<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-29\" href=\"http:\/\/weizn.net\/?p=1079\/#65_%E4%B8%BA%E4%BB%80%E4%B9%88%E4%B8%8D%E8%B5%B0%E5%90%91%E9%87%8F%EF%BC%9F\" title=\"6.5 \u4e3a\u4ec0\u4e48\u4e0d\u8d70\u5411\u91cf\uff1f\">6.5 \u4e3a\u4ec0\u4e48\u4e0d\u8d70\u5411\u91cf\uff1f<\/a><\/li><\/ul><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-30\" href=\"http:\/\/weizn.net\/?p=1079\/#7_%E5%9B%9B%E8%B4%AF%E7%A9%BF%E6%8E%A7%E4%BB%B6%EF%BC%9A%E8%AE%A9_Runtime_%E5%9C%A8%E7%9C%9F%E5%AE%9E%E4%B8%96%E7%95%8C%E9%87%8C%E6%B4%BB%E4%B8%8B%E6%9D%A5\" title=\"7. \u56db\u8d2f\u7a7f\u63a7\u4ef6\uff1a\u8ba9 Runtime \u5728\u771f\u5b9e\u4e16\u754c\u91cc\u6d3b\u4e0b\u6765\">7. \u56db\u8d2f\u7a7f\u63a7\u4ef6\uff1a\u8ba9 Runtime \u5728\u771f\u5b9e\u4e16\u754c\u91cc\u6d3b\u4e0b\u6765<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-31\" href=\"http:\/\/weizn.net\/?p=1079\/#71_AbortController_%C2%B7_%E5%88%86%E5%B1%82%E4%B8%AD%E6%96%AD\" title=\"7.1 AbortController \u00b7 \u5206\u5c42\u4e2d\u65ad\">7.1 AbortController \u00b7 \u5206\u5c42\u4e2d\u65ad<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-32\" href=\"http:\/\/weizn.net\/?p=1079\/#72_StopHooks_%C2%B7_%E5%81%9C%E9%A1%BF%E9%92%A9%E5%AD%90\" title=\"7.2 StopHooks \u00b7 \u505c\u987f\u94a9\u5b50\">7.2 StopHooks \u00b7 \u505c\u987f\u94a9\u5b50<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-33\" href=\"http:\/\/weizn.net\/?p=1079\/#73_TokenBudget_%C2%B7_%E4%B8%89%E9%81%93%E9%A2%84%E7%AE%97%E9%98%80\" title=\"7.3 TokenBudget \u00b7 \u4e09\u9053\u9884\u7b97\u9600\">7.3 TokenBudget \u00b7 \u4e09\u9053\u9884\u7b97\u9600<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-34\" href=\"http:\/\/weizn.net\/?p=1079\/#74_CleanupRegistry_%C2%B7_%E6%B8%85%E7%90%86%E7%99%BB%E8%AE%B0\" title=\"7.4 CleanupRegistry \u00b7 \u6e05\u7406\u767b\u8bb0\">7.4 CleanupRegistry \u00b7 \u6e05\u7406\u767b\u8bb0<\/a><\/li><\/ul><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-2\"><a class=\"ez-toc-link ez-toc-heading-35\" href=\"http:\/\/weizn.net\/?p=1079\/#8_%E8%AE%BE%E8%AE%A1%E5%93%B2%E5%AD%A6%E3%80%81%E4%BB%A3%E4%BB%B7%E4%B8%8E%E9%80%82%E7%94%A8%E8%BE%B9%E7%95%8C\" title=\"8. \u8bbe\u8ba1\u54f2\u5b66\u3001\u4ee3\u4ef7\u4e0e\u9002\u7528\u8fb9\u754c\">8. \u8bbe\u8ba1\u54f2\u5b66\u3001\u4ee3\u4ef7\u4e0e\u9002\u7528\u8fb9\u754c<\/a><ul class=\"ez-toc-list-level-3\"><li class=\"ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-36\" href=\"http:\/\/weizn.net\/?p=1079\/#81_%E4%BA%94%E6%9D%A1%E5%8F%AF%E5%A4%8D%E7%94%A8%E7%9A%84%E8%AE%BE%E8%AE%A1%E5%93%B2%E5%AD%A6\" title=\"8.1 \u4e94\u6761\u53ef\u590d\u7528\u7684\u8bbe\u8ba1\u54f2\u5b66\">8.1 \u4e94\u6761\u53ef\u590d\u7528\u7684\u8bbe\u8ba1\u54f2\u5b66<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-37\" href=\"http:\/\/weizn.net\/?p=1079\/#82_%E4%B8%89%E6%9D%A1%E5%BF%85%E9%A1%BB%E5%A6%82%E5%AE%9E%E6%89%BF%E8%AE%A4%E7%9A%84%E4%BB%A3%E4%BB%B7\" title=\"8.2 \u4e09\u6761\u5fc5\u987b\u5982\u5b9e\u627f\u8ba4\u7684\u4ee3\u4ef7\">8.2 \u4e09\u6761\u5fc5\u987b\u5982\u5b9e\u627f\u8ba4\u7684\u4ee3\u4ef7<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-38\" href=\"http:\/\/weizn.net\/?p=1079\/#83_%E9%80%82%E7%94%A8%E4%B8%8E%E4%B8%8D%E9%80%82%E7%94%A8%E7%9A%84%E8%BE%B9%E7%95%8C\" title=\"8.3 \u9002\u7528\u4e0e\u4e0d\u9002\u7528\u7684\u8fb9\u754c\">8.3 \u9002\u7528\u4e0e\u4e0d\u9002\u7528\u7684\u8fb9\u754c<\/a><\/li><li class=\"ez-toc-page-1 ez-toc-heading-level-3\"><a class=\"ez-toc-link ez-toc-heading-39\" href=\"http:\/\/weizn.net\/?p=1079\/#84_%E4%B8%80%E5%8F%A5%E8%AF%9D%E6%94%B6%E6%9D%9F\" title=\"8.4 \u4e00\u53e5\u8bdd\u6536\u675f\">8.4 \u4e00\u53e5\u8bdd\u6536\u675f<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<div class=\"gfmr-markdown-container\"><div class=\"gfmr-markdown-source\" style=\"display: none;\">&lt;blockquote&gt;\n&lt;p&gt;\u516d\u5c42\u53e0\u5c42 \u00d7 \u56db\u8d2f\u7a7f\u63a7\u4ef6 \u00d7 \u4e94\u7ea7\u538b\u7f29\u68af\u5b50\u2014\u2014\u4e00\u6b21\u628a\u9aa8\u67b6\u3001\u9608\u503c\u4e0e\u7b97\u6cd5\u90fd\u8bb2\u6e05\u695a&lt;\/p&gt;\n&lt;\/blockquote&gt;\n&lt;h2&gt;1. \u5168\u666f\uff1a\u516d\u5c42\u53e0\u5c42\u4e0e\u56db\u8d2f\u7a7f\u63a7\u4ef6&lt;\/h2&gt;\n&lt;p&gt;Claude Code \u7684 Agent Runtime \u7531&lt;strong&gt;\u516d\u4e2a\u6c34\u5e73\u5806\u53e0\u7684\u5c42&lt;\/strong&gt;\u4e0e&lt;strong&gt;\u56db\u4e2a\u5782\u76f4\u8d2f\u7a7f\u7684\u63a7\u4ef6&lt;\/strong&gt;\u6784\u6210\u3002\u6bcf\u4e00\u5c42\u72ec\u7acb\u56de\u7b54\u4e00\u4e2a\u5de5\u7a0b\u95ee\u9898\uff0c\u6bcf\u4e00\u4e2a\u63a7\u4ef6\u72ec\u7acb\u89e3\u51b3\u4e00\u7c7b\u5931\u6548\u6a21\u5f0f\u3002\u628a\u5b83\u4eec\u4e00\u6b21\u6027\u94fa\u5728\u4e00\u5f20\u56fe\u4e0a\uff1a&lt;\/p&gt;\n&lt;p&gt;&lt;img width=&quot;100%&quot; src=&quot;http:\/\/weizn.net\/wp-content\/uploads\/2026\/05\/post-1079-6a003d3ee9f44.png&quot; \/&gt;&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;\u516d\u5c42\u804c\u8d23&lt;\/strong&gt;\uff1a&lt;\/p&gt;\n&lt;table&gt;\n&lt;thead&gt;\n&lt;tr&gt;\n&lt;th&gt;\u5c42\u7ea7&lt;\/th&gt;\n&lt;th&gt;\u56de\u7b54\u7684\u5de5\u7a0b\u95ee\u9898&lt;\/th&gt;\n&lt;th&gt;\u4e3b\u8981\u8f7d\u4f53&lt;\/th&gt;\n&lt;\/tr&gt;\n&lt;\/thead&gt;\n&lt;tbody&gt;\n&lt;tr&gt;\n&lt;td&gt;\u2460 \u5165\u53e3\u9762&lt;\/td&gt;\n&lt;td&gt;\u8bf7\u6c42\u4ece\u54ea\u91cc\u8fdb\u3001\u5982\u4f55\u5f52\u4e00\u5316&lt;\/td&gt;\n&lt;td&gt;\u7528\u6237\u63d0\u793a\u3001\u659c\u6760\u6307\u4ee4\u3001\u4f1a\u8bdd\u6062\u590d\u3001SDK Headless \u8c03\u7528&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u2461 \u7f16\u6392\u5e73\u9762&lt;\/td&gt;\n&lt;td&gt;\u8c01\u62c6\u89e3\u3001\u8c01\u6c47\u603b&lt;\/td&gt;\n&lt;td&gt;\u534f\u8c03\u8005 Agent\u3001Plan Mode\u3001Worktree\u3001Todo \/ Brief&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u2462 Runtime \u5faa\u73af&lt;\/td&gt;\n&lt;td&gt;\u4e00\u8f6e&quot;\u601d\u8003\u2014\u8c03\u7528\u2014\u53cd\u601d&quot;\u5982\u4f55\u8d70\u5b8c&lt;\/td&gt;\n&lt;td&gt;\u6d41\u5f0f\u91c7\u6837\u3001\u6d41\u5f0f\u5de5\u5177\u8c03\u5ea6\u3001\u538b\u7f29\u51b3\u7b56\u3001\u505c\u6b62\u94a9\u5b50&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u2463 Task \u5e95\u5ea7&lt;\/td&gt;\n&lt;td&gt;\u771f\u6b63\u8dd1\u8d77\u6765\u7684\u6267\u884c\u4f53\u957f\u4ec0\u4e48\u6837&lt;\/td&gt;\n&lt;td&gt;\u516d\u79cd Task \u5f62\u6001\u3001\u7edf\u4e00\u751f\u547d\u5468\u671f\u5de5\u5177&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u2464 \u5de5\u5177\u80fd\u529b\u9762&lt;\/td&gt;\n&lt;td&gt;Agent \u80fd\u505a\u4ec0\u4e48&lt;\/td&gt;\n&lt;td&gt;42 \u4e2a\u5185\u5efa\u5de5\u5177\u516d\u5206\u7c07\u3001\u5916\u90e8 MCP \/ Skill \u6269\u5c55&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u2465 \u8bb0\u5fc6\u4e0e\u6301\u4e45\u5316&lt;\/td&gt;\n&lt;td&gt;\u8dd1\u5b8c\u4e4b\u540e\u7559\u4e0b\u4ec0\u4e48&lt;\/td&gt;\n&lt;td&gt;\u4e2a\u4eba\u8bb0\u5fc6\u3001\u56e2\u961f\u8bb0\u5fc6\u3001Scratchpad\u3001\u7d22\u5f15\u4e0e\u9009\u62e9\u5668&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;\/tbody&gt;\n&lt;\/table&gt;\n&lt;p&gt;&lt;strong&gt;\u56db\u8d2f\u7a7f\u63a7\u4ef6&lt;\/strong&gt;\uff1a&lt;\/p&gt;\n&lt;table&gt;\n&lt;thead&gt;\n&lt;tr&gt;\n&lt;th&gt;\u63a7\u4ef6&lt;\/th&gt;\n&lt;th&gt;\u89e3\u51b3\u7684\u5931\u6548&lt;\/th&gt;\n&lt;th&gt;\u5173\u952e\u673a\u5236&lt;\/th&gt;\n&lt;\/tr&gt;\n&lt;\/thead&gt;\n&lt;tbody&gt;\n&lt;tr&gt;\n&lt;td&gt;AbortController&lt;\/td&gt;\n&lt;td&gt;\u4e2d\u65ad\u4fe1\u53f7\u6cbf\u8c03\u7528\u6808\u6f02\u5931&lt;\/td&gt;\n&lt;td&gt;\u4e3b\u4f1a\u8bdd\/\u5b50\u4efb\u52a1\/\u5355\u6b21\u5de5\u5177\u5404\u6301\u4e00\u4e2a\uff0c\u6cbf\u59d4\u6d3e\u8fb9\u9010\u7ea7\u4e0b\u6c89&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;StopHooks&lt;\/td&gt;\n&lt;td&gt;\u505c\u6b62\u4e8b\u4ef6\u65e0\u53ef\u7f16\u7a0b\u8fb9\u754c&lt;\/td&gt;\n&lt;td&gt;\u6a21\u578b turn \u7ed3\u675f \/ tool \u7ed3\u675f \/ \u9636\u6bb5\u8fb9\u754c\u4e09\u7c7b\u505c\u6b62\u70b9\u7686\u53ef\u6302\u94a9&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;TokenBudget&lt;\/td&gt;\n&lt;td&gt;\u5355\u4e00\u786c\u4e0a\u9650\u89e6\u53d1\u53cd\u590d\u6a2a\u8df3&lt;\/td&gt;\n&lt;td&gt;\u4e09\u9053\u9600\u5206\u8d26\uff1a\u786c\u7a97\u53e3 \/ \u5de5\u4f5c\u9884\u7b97 \/ \u7cfb\u7edf\u9884\u7559&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;CleanupRegistry&lt;\/td&gt;\n&lt;td&gt;PTY\u3001\u6587\u4ef6\u9501\u3001\u4e34\u65f6\u8fde\u63a5\u7684\u5c3e\u5df4\u5931\u6536&lt;\/td&gt;\n&lt;td&gt;\u5e42\u7b49\u767b\u8bb0\u3001\u6709\u5e8f\u6e05\u7406\u3001\u5bb9\u9519\u6267\u884c&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;\/tbody&gt;\n&lt;\/table&gt;\n&lt;p&gt;\u540e\u7eed\u7ae0\u8282\u6309&quot;\u5148\u5faa\u73af\u3001\u518d\u538b\u7f29\u3001\u518d\u6267\u884c\u4f53\u3001\u518d\u8c03\u5ea6\u3001\u518d\u8bb0\u5fc6\u3001\u518d\u63a7\u4ef6\u3001\u518d\u54f2\u5b66&quot;\u7684\u987a\u5e8f\u9010\u5c42\u4e0b\u94bb\u3002\u6bcf\u4e00\u8282\u90fd\u5c3d\u91cf\u7ed9\u51fa\u53ef\u88ab\u5de5\u7a0b\u5e08\u8ba4\u8d26\u7684\u9608\u503c\u3001\u7b97\u6cd5\u6b65\u9aa4\u6216\u6e90\u7801\u4e8b\u5b9e\u3002&lt;\/p&gt;\n&lt;hr \/&gt;\n&lt;h2&gt;2. Runtime Loop\uff1awhile-true \u5185\u7684 12 \u4e2a\u4e8b\u4ef6&lt;\/h2&gt;\n&lt;p&gt;\u5f88\u591a Agent \u6846\u67b6\u628a\u4e3b\u5faa\u73af\u63cf\u8ff0\u6210 &lt;code&gt;think \u2192 act \u2192 observe&lt;\/code&gt; \u4e09\u62cd\u3002\u8fd9\u79cd\u8bf4\u6cd5\u628a&quot;\u6d41\u5f0f&quot;&quot;\u5e76\u53d1&quot;&quot;\u4e2d\u65ad&quot;&quot;\u538b\u7f29&quot;&quot;\u505c\u987f\u94a9\u5b50&quot;\u5168\u90e8\u9690\u53bb\u3002Claude Code \u7684\u771f\u5b9e\u4e3b\u5faa\u73af\u662f\u4e00\u4e2a&lt;strong&gt;\u5355\u8fdb\u7a0b\u3001\u5355 &lt;code&gt;while (true)&lt;\/code&gt;\u3001\u5355 &lt;code&gt;async generator&lt;\/code&gt;&lt;\/strong&gt; \u7684\u4e8b\u4ef6\u5e8f\u5217\u2014\u2014\u6bcf\u4e00\u62cd\u90fd\u76f4\u63a5\u5bf9\u5e94\u82e5\u5e72\u53ef\u89c2\u5bdf\u7684 &lt;code&gt;yield&lt;\/code&gt; \u4e0e &lt;code&gt;state&lt;\/code&gt; \u53d8\u66f4\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;img width=&quot;100%&quot; src=&quot;http:\/\/weizn.net\/wp-content\/uploads\/2026\/05\/post-1079-6a003d3f01fe8.png&quot; \/&gt;&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;\u56fe\u91ca&lt;\/strong&gt;\uff1a\u5de6\u4fa7\u628a\u4e00\u8f6e &lt;code&gt;while(true)&lt;\/code&gt; \u5185 12 \u4e2a\u4e8b\u4ef6\u6309\u53d1\u751f\u987a\u5e8f\u7ad6\u5411\u5c55\u5f00\uff0c\u6bcf\u4e2a\u4e8b\u4ef6\u542b\u7f16\u53f7\u3001\u4e8b\u4ef6\u540d\uff08\u542b\u771f\u5b9e API \u6807\u8bc6\u5982 &lt;code&gt;streamingToolExecutor&lt;\/code&gt; \/ &lt;code&gt;microcompact_boundary&lt;\/code&gt;\uff09\u3001\u4e0e\u4e00\u884c\u4f5c\u7528\u6ce8\u3002\u4e8b\u4ef6 4 (Reactive Compaction)\u300110 (AutoCompact \u51b3\u7b56)\u300111 (StopHooks \u4ef2\u88c1) \u6807\u6ce8\u4e3a&quot;\u6761\u4ef6\u89e6\u53d1 \/ \u4ef2\u88c1&quot;\u5206\u652f\uff1b\u4e8b\u4ef6 8 (abort drain) \u6807\u6ce8\u4e3a&quot;\u515c\u5e95&quot;\u2014\u2014\u8fd9\u662f\u53d6\u6d88\u4fe1\u53f7\u5230\u8fbe\u65f6\u628a in-flight \u5de5\u5177\u8865\u5b8c\u6210 tool_result\u3001\u907f\u514d orphan tool_use \u7684\u5173\u952e\u4e0d\u53d8\u91cf\u3002\u4e8b\u4ef6 12 \u901a\u8fc7\u5de6\u4fa7\u5f27\u5f62\u7bad\u5934&quot;\u4e0b\u4e00\u8f6e\u8fed\u4ee3&quot;\u6298\u56de\u4e8b\u4ef6 1\uff0c\u6784\u6210\u5355\u4e00\u95ed\u73af\u3002\u53f3\u4fa7\u8868\u5217\u51fa\u8de8\u8f6e\u643a\u5e26\u7684 9 \u4e2a State \u5b57\u6bb5\u2014\u2014\u8fd9\u662f\u628a&quot;\u4e0a\u4e00\u8f6e\u53d1\u751f\u4e86\u4ec0\u4e48&quot;\u538b\u6210\u4e0b\u4e00\u8f6e\u53ef\u8bfb\u5feb\u7167\u7684\u6700\u5c0f\u96c6\u3002\u5e95\u90e8\u91d1\u53e5&quot;Runtime \u4e0d\u662f\u4e00\u6b21\u63a8\u7406 \u00b7 \u662f\u4e00\u53f0\u8282\u62cd\u5668&quot;\u6982\u62ec\u6574\u7ae0\u3002&lt;\/p&gt;\n&lt;h3&gt;2.1 \u8de8\u8f6e\u643a\u5e26\u7684 State&lt;\/h3&gt;\n&lt;p&gt;\u4e3b\u5faa\u73af\u5728\u6bcf\u6b21\u8fed\u4ee3\u5f00\u5934\u90fd\u4f1a\u4ece\u4e00\u4e2a &lt;code&gt;State&lt;\/code&gt; \u5bf9\u8c61 destructure \u53d6\u503c\uff0c\u8fed\u4ee3\u7ed3\u5c3e\u4ee5&quot;\u6574\u4f53\u66ff\u6362&quot;\u7684\u65b9\u5f0f\u63d0\u4ea4\u4e00\u6b21\u65b0 &lt;code&gt;state&lt;\/code&gt;\u3002\u8de8\u8f6e\u643a\u5e26\u7684\u5173\u952e\u5b57\u6bb5\u5982\u4e0b\uff1a&lt;\/p&gt;\n&lt;table&gt;\n&lt;thead&gt;\n&lt;tr&gt;\n&lt;th&gt;\u5b57\u6bb5&lt;\/th&gt;\n&lt;th&gt;\u542b\u4e49&lt;\/th&gt;\n&lt;th&gt;\u5173\u952e\u4f5c\u7528&lt;\/th&gt;\n&lt;\/tr&gt;\n&lt;\/thead&gt;\n&lt;tbody&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;code&gt;messages&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u5f53\u524d\u4f1a\u8bdd\u6d88\u606f\u5e8f\u5217&lt;\/td&gt;\n&lt;td&gt;\u538b\u7f29\u4e0e\u6458\u8981\u66ff\u6362\u7684\u5bf9\u8c61&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;code&gt;toolUseContext&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u5de5\u5177\u8c03\u7528\u4e0a\u4e0b\u6587\uff0c\u542b abortController&lt;\/td&gt;\n&lt;td&gt;\u53d6\u6d88\u4fe1\u53f7\u6302\u8f7d\u70b9&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;code&gt;autoCompactTracking&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u542b &lt;code&gt;compacted \/ turnCounter \/ turnId \/ consecutiveFailures&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u89e6\u53d1\u538b\u7f29\u5224\u5b9a + \u7194\u65ad&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;code&gt;maxOutputTokensRecoveryCount&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u8f93\u51fa token \u622a\u65ad\u7684\u6062\u590d\u6b21\u6570&lt;\/td&gt;\n&lt;td&gt;\u9632\u6b62\u53cd\u590d\u89e6\u53d1 max_output_tokens \u9519\u8bef&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;code&gt;hasAttemptedReactiveCompact&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u5f53\u524d\u8f6e\u662f\u5426\u5df2\u7ecf\u53cd\u5e94\u5f0f\u538b\u7f29\u8fc7&lt;\/td&gt;\n&lt;td&gt;\u907f\u514d\u540c\u4e00\u8f6e\u91cd\u590d\u538b&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;code&gt;pendingToolUseSummary&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u5f85\u7ed3\u7b97\u7684\u5de5\u5177\u7ed3\u679c\u6458\u8981 promise&lt;\/td&gt;\n&lt;td&gt;\u6d41\u5f0f\u5de5\u5177\u7684\u5f02\u6b65\u6536\u5c3e&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;code&gt;stopHookActive&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u505c\u6b62\u94a9\u5b50\u662f\u5426\u5df2\u6fc0\u6d3b&lt;\/td&gt;\n&lt;td&gt;\u533a\u5206&quot;\u81ea\u7136\u505c\u6b62&quot;\u4e0e&quot;\u94a9\u5b50\u5e72\u9884\u540e\u518d\u5faa\u73af&quot;&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;code&gt;turnCount&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u7d2f\u8ba1\u56de\u5408\u6570&lt;\/td&gt;\n&lt;td&gt;\u914d\u5408 &lt;code&gt;maxTurns&lt;\/code&gt; \u505a\u786c\u4e0a\u9650&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;code&gt;transition&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u4e0a\u4e00\u8f6e\u4e3a\u4f55\u7ee7\u7eed&lt;\/td&gt;\n&lt;td&gt;\u8c03\u8bd5\u4e0e\u56de\u653e\u7528&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;\/tbody&gt;\n&lt;\/table&gt;\n&lt;p&gt;\u8fd9\u4e5d\u4e2a\u5b57\u6bb5\u628a&quot;\u4e0a\u4e00\u8f6e\u53d1\u751f\u4e86\u4ec0\u4e48&quot;\u538b\u7f29\u6210\u4e00\u4efd\u53ef\u88ab\u4e0b\u4e00\u8f6e\u8bfb\u61c2\u7684\u6700\u5c0f\u5feb\u7167\u3002\u4efb\u4f55\u8de8\u8f6e\u51b3\u7b56\uff08\u662f\u5426\u538b\u7f29\u3001\u662f\u5426\u8d70\u53cd\u5e94\u5f0f\u8def\u5f84\u3001\u662f\u5426\u518d\u9000\u4e00\u6b65\u91cd\u8bd5\uff09\u90fd\u4ece\u8fd9\u4efd\u5feb\u7167\u51fa\u53d1\u3002&lt;\/p&gt;\n&lt;h3&gt;2.2 \u4e00\u8f6e\u8fed\u4ee3\u7684 12 \u4e2a\u4e8b\u4ef6&lt;\/h3&gt;\n&lt;p&gt;\u628a &lt;code&gt;while (true)&lt;\/code&gt; \u5185\u90e8\u4e00\u8f6e\u771f\u5b9e\u6267\u884c\u5c55\u5f00\uff0c\u6309\u53d1\u751f\u987a\u5e8f\u5982\u4e0b\u3002\u6bcf\u4e00\u9879\u90fd\u6807\u6ce8\u4e86\u5b83\u5bf9 state \u7684\u5199\u5165\u6216\u5916\u90e8\u526f\u4f5c\u7528\u3002&lt;\/p&gt;\n&lt;ol&gt;\n&lt;li&gt;&lt;strong&gt;\u5165\u8f6e destructure&lt;\/strong&gt;\uff1a\u4ece &lt;code&gt;state&lt;\/code&gt; \u53d6\u51fa\u5168\u90e8\u5b57\u6bb5\uff0c\u7ed1\u5b9a\u4e3a\u672c\u8f6e\u5c40\u90e8\u53d8\u91cf\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u8bf7\u6c42\u5f00\u59cb\u4e8b\u4ef6&lt;\/strong&gt;\uff1a\u5411\u4e0a\u5c42 yield &lt;code class=&quot;kb-btn&quot;&gt; type: &#039;stream_request_start&#039; &lt;\/code&gt;\uff0c\u8ba9 UI \/ SDK \u7aef\u53ef\u4ee5\u6253\u5f00\u4e00\u4e2a\u65b0 turn \u8fb9\u754c\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;Microcompact \u9884\u6e05\u626b&lt;\/strong&gt;\uff1a\u8c03\u7528\u5fae\u538b\u7f29\u5165\u53e3\u3002\u5982\u679c\u547d\u4e2d cached-MC \u8def\u5f84\uff0c\u4ec5\u6309 &lt;code&gt;tool_use_id&lt;\/code&gt; \u5728 API \u5c42\u6302\u4e0a &lt;code&gt;cache_edits&lt;\/code&gt; \u5220\u9664\u6307\u4ee4\uff0c\u672c\u5730 &lt;code&gt;messages&lt;\/code&gt; \u5185\u5bb9&lt;strong&gt;\u5b8c\u5168\u4e0d\u53d8&lt;\/strong&gt;\uff1b\u5982\u679c\u547d\u4e2d time-based \u8def\u5f84\uff0c\u5219\u628a\u8d85\u8fc7\u65f6\u95f4\u9608\u503c\u7684\u65e7 &lt;code&gt;tool_result&lt;\/code&gt; \u5185\u5bb9\u66ff\u6362\u4e3a\u5b57\u7b26\u4e32 &lt;code&gt;[Old tool result content cleared]&lt;\/code&gt;\u3002\u4e24\u79cd\u8def\u5f84\u90fd\u4e0d\u6495\u7f13\u5b58\u524d\u7f00\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;Reactive Compaction\uff08\u6761\u4ef6\u89e6\u53d1\uff09&lt;\/strong&gt;\uff1a\u5f53\u4e0a\u4e00\u8f6e\u547d\u4e2d\u8fc7 &lt;code&gt;prompt-too-long&lt;\/code&gt;\uff08413\uff09\u4e14\u672a\u5b8c\u6210\u53cd\u5e94\u5f0f\u538b\u7f29\u65f6\u8fdb\u5165\u3002yield \u4e00\u4e2a boundary message\uff0c\u518d yield &lt;code&gt;buildPostCompactMessages&lt;\/code&gt; \u6ce8\u5165\u7684\u6062\u590d\u6d88\u606f\uff0c\u672c\u8f6e &lt;code&gt;messagesForQuery&lt;\/code&gt; \u88ab\u66ff\u6362\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u6d41\u5f0f\u91c7\u6837&lt;\/strong&gt;\uff1a\u8fdb\u5165\u5185\u5c42 &lt;code&gt;attemptWithFallback&lt;\/code&gt; \u5faa\u73af\uff0c\u8c03\u7528 &lt;code&gt;callModel&lt;\/code&gt;\uff0c\u628a &lt;code&gt;toolUseContext.abortController.signal&lt;\/code&gt; \u76f4\u63a5\u6302\u5230\u6d41\u4e0a\u3002\u6a21\u578b\u4e00\u8fb9\u751f\u6210\u4e00\u8fb9\u4ea7\u51fa &lt;code&gt;tool_use&lt;\/code&gt; \u5757\u2014\u2014&lt;strong&gt;\u4e0d\u5fc5\u7b49\u6a21\u578b\u628a\u6574\u6bb5\u8bdd\u8bf4\u5b8c&lt;\/strong&gt;\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u6d41\u5f0f\u5de5\u5177\u6d3e\u53d1&lt;\/strong&gt;\uff1a\u89e3\u6790\u5230 &lt;code&gt;tool_use&lt;\/code&gt; \u6bb5\u7684\u540c\u4e00\u65f6\u523b\uff0c\u5de5\u5177\u88ab\u4ea4\u7ed9 &lt;code&gt;streamingToolExecutor&lt;\/code&gt; \u5e76\u53d1\u6267\u884c\u3002\u591a\u4e2a\u5de5\u5177\u95f4\u7684\u6267\u884c\u987a\u5e8f\u7531 executor \u7f16\u6392\uff0c\u7ed3\u679c\u6309\u5b8c\u6210\u65f6\u95f4\u9010\u4e2a\u56de\u704c\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;Microcompact \u8fb9\u754c\u6807\u8bb0&lt;\/strong&gt;\uff1a\u4e00\u65e6\u5fae\u538b\u7f29\u5728\u672c\u8f6e\u5185\u786e\u5b9e\u6e05\u6389\u4e86\u82e5\u5e72 tool_result\uff0cyield \u4e00\u6761 &lt;code&gt;microcompact_boundary&lt;\/code&gt; \u6d88\u606f\uff0c\u8ba9 UI \/ \u56de\u653e\u7cfb\u7edf\u77e5\u9053\u54ea\u4e00\u8f6e\u53d1\u751f\u8fc7\u9690\u5f0f\u88c1\u526a\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u53d6\u6d88\u5904\u7406&lt;\/strong&gt;\uff1a\u6bcf\u6b21\u8fdb\u5165\u4e0b\u4e00\u9636\u6bb5\u524d\u90fd\u68c0\u67e5 &lt;code&gt;abortController.signal.aborted&lt;\/code&gt;\u3002\u4e00\u65e6\u7f6e\u4f4d\uff0c\u4e3b\u5faa\u73af\u4e0d\u7acb\u523b\u9000\u51fa\uff0c\u800c\u662f\u5148 &lt;code&gt;drain&lt;\/code&gt; &lt;code&gt;streamingToolExecutor.getRemainingResults()&lt;\/code&gt;\u2014\u2014\u628a\u6240\u6709 in-flight \u7684\u5de5\u5177\u7ed3\u679c\u90fd\u8865\u6210 &lt;code&gt;tool_result&lt;\/code&gt; \u5757\u3002\u8fd9\u4e00\u6b65\u4fdd\u8bc1\u4e0d\u4f1a\u7559\u4e0b\u4efb\u4f55 &lt;code&gt;tool_use&lt;\/code&gt; \u6ca1\u6709\u5339\u914d &lt;code&gt;tool_result&lt;\/code&gt; \u7684 orphan\uff0c\u5426\u5219\u4e0b\u6b21\u63d0\u4ea4 API \u4f1a\u76f4\u63a5\u88ab\u62d2\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u7528\u6237\u4e2d\u65ad\u6807\u8bb0&lt;\/strong&gt;\uff1a\u82e5\u53d6\u6d88\u539f\u56e0\u4e0d\u662f &lt;code&gt;interrupt&lt;\/code&gt;\uff0cyield \u4e00\u6761 &lt;code&gt;user_interruption&lt;\/code&gt; \u6d88\u606f\uff0c\u907f\u514d\u9759\u9ed8\u6d88\u5931\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;AutoCompact \u51b3\u7b56&lt;\/strong&gt;\uff1a\u5230\u672c\u8f6e\u5c3e\u58f0\uff0c\u8c03\u7528 &lt;code&gt;autoCompactIfNeeded&lt;\/code&gt;\u3002\u5982\u679c\u89e6\u53d1\uff0c\u5148\u5c1d\u8bd5 SessionMemory \u8def\u5f84\uff1b\u5931\u8d25\u518d\u8d70 Full Compact\u3002\u538b\u7f29\u6210\u529f\u5219 yield \u51fa\u65b0\u7684 PostCompact \u6d88\u606f\u5e8f\u5217\u5e76\u6574\u4f53\u66ff\u6362 &lt;code&gt;state.messages&lt;\/code&gt;\uff0c\u628a &lt;code&gt;autoCompactTracking.compacted&lt;\/code&gt; \u7f6e true\u3001&lt;code&gt;turnCounter&lt;\/code&gt; \u5f52\u96f6\uff1b\u5931\u8d25\u5219\u9012\u589e &lt;code&gt;consecutiveFailures&lt;\/code&gt; \u5e76\u5728\u8fbe\u5230 3 \u6b21\u65f6\u7194\u65ad\uff08\u8be6\u7ec6\u9608\u503c\u89c1 \u00a73\uff09\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;StopHooks \u4ef2\u88c1&lt;\/strong&gt;\uff1a\u628a&quot;\u672c\u8f6e\u5df2\u5b8c\u6210&quot;\u7684\u4e8b\u5b9e\u4ea4\u7ed9 &lt;code&gt;handleStopHooks&lt;\/code&gt;\u3002\u4e09\u79cd\u8fd4\u56de\uff1a(a) &lt;code&gt;preventContinuation&lt;\/code&gt; \u2014\u2014 \u76f4\u63a5\u9000\u51fa\u4e3b\u5faa\u73af\uff0cturn \u7ed3\u675f\uff1b(b) &lt;code&gt;blockingErrors&lt;\/code&gt; \u2014\u2014 \u628a\u9519\u8bef\u6ce8\u5165\u4e0b\u4e00\u8f6e\u4e0a\u4e0b\u6587\uff0c\u6807\u8bb0 &lt;code&gt;stopHookActive=true&lt;\/code&gt; \u540e\u56de\u5230\u4e0b\u4e00\u8f6e\uff1b(c) \u901a\u8fc7 \u2014\u2014 \u81ea\u7136\u7ee7\u7eed\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u72b6\u6001\u63d0\u4ea4&lt;\/strong&gt;\uff1a\u4ee5&quot;\u6574\u5bf9\u8c61\u91cd\u5199&quot;\u7684\u65b9\u5f0f\u751f\u6210\u65b0 &lt;code&gt;state&lt;\/code&gt;\uff0c\u907f\u514d 9 \u4e2a\u5b57\u6bb5\u6563\u70b9\u8d4b\u503c\u4ea7\u751f\u4e0d\u4e00\u81f4\u3002\u56de\u5230\u4e8b\u4ef6 1\u3002&lt;\/li&gt;\n&lt;\/ol&gt;\n&lt;h3&gt;2.3 \u4e8b\u4ef6\u6d41\u56fe&lt;\/h3&gt;\n&lt;pre&gt;&lt;code class=&quot;language-mermaid&quot;&gt;graph TD\n    S[\u5165\u8f6e destructure] --&gt; A[yield stream_request_start]\n    A --&gt; B[Microcompact \u9884\u6e05\u626b]\n    B --&gt; R{Reactive \u6761\u4ef6?}\n    R -- \u547d\u4e2d --&gt; RC[\u53cd\u5e94\u5f0f\u538b\u7f29 \u00b7 \u66ff\u6362 messages]\n    R -- \u672a\u547d\u4e2d --&gt; M[\u6d41\u5f0f\u91c7\u6837 callModel]\n    RC --&gt; M\n    M --&gt; T[\u6d41\u5f0f\u5de5\u5177\u6d3e\u53d1 \u00b7 \u5e76\u53d1\u6267\u884c]\n    T --&gt; X{\u547d\u4e2d\u5fae\u538b\u7f29?}\n    X -- \u662f --&gt; XB[yield microcompact_boundary]\n    X -- \u5426 --&gt; C\n    XB --&gt; C{abort \u7f6e\u4f4d?}\n    C -- \u662f --&gt; D[drain \u5269\u4f59\u5de5\u5177\u7ed3\u679c]\n    D --&gt; U[yield user_interruption]\n    U --&gt; AC\n    C -- \u5426 --&gt; AC{AutoCompact \u89e6\u53d1?}\n    AC -- \u662f --&gt; CP[SessionMemory \u2192 Full \u2192 PostCompact \u6ce8\u5165]\n    AC -- \u5426 --&gt; H\n    CP --&gt; H[StopHooks \u4ef2\u88c1]\n    H --&gt; HD{preventContinuation?}\n    HD -- \u662f --&gt; END[\u9000\u51fa\u4e3b\u5faa\u73af \u00b7 turn \u7ed3\u675f]\n    HD -- \u5426 --&gt; NS[\u6574\u4f53\u66ff\u6362 state] --&gt; S&lt;\/code&gt;&lt;\/pre&gt;\n&lt;h3&gt;2.4 \u4e24\u4e2a\u5bb9\u6613\u88ab\u4f4e\u4f30\u7684\u8bbe\u8ba1\u51b3\u7b56&lt;\/h3&gt;\n&lt;p&gt;&lt;strong&gt;\u6d41\u5f0f\u5de5\u5177\u5e76\u53d1&lt;\/strong&gt;\u3002\u591a\u6570\u6846\u67b6\u9009\u62e9&quot;\u7b49\u6a21\u578b\u8bf4\u5b8c\u518d\u6279\u5904\u7406\u5de5\u5177&quot;\uff0c\u7406\u7531\u662f\u66f4\u53ef\u63a7\u3002\u4ee3\u4ef7\u662f\u6bcf\u8f6e\u591a\u7b49\u4e00\u6b21\u5b8c\u6574\u751f\u6210\u3002Claude Code \u9009\u62e9\u5728 &lt;code&gt;tool_use&lt;\/code&gt; \u6bb5\u521a\u88ab\u89e3\u6790\u51fa\u6765\u7684\u540c\u4e00\u65f6\u523b\u5c31\u4ea4\u7ed9 executor \u5e76\u53d1\u8dd1\uff0c\u8282\u594f\u66f4\u63a5\u8fd1\u4eba\u7684&quot;\u8fb9\u60f3\u8fb9\u505a&quot;\u3002\u4ee3\u4ef7\u662f\u5fc5\u987b\u628a&quot;\u53d6\u6d88\u65f6 drain \u6389\u6240\u6709 in-flight \u5de5\u5177&quot;\u505a\u5bf9\uff0c\u5426\u5219 orphan tool_use \u4f1a\u8ba9\u540e\u7eed API \u8c03\u7528\u76f4\u63a5 400\u3002\u4e8b\u4ef6 8 \u5c31\u662f\u8fd9\u6761\u4e0d\u53d8\u91cf\u7684\u515c\u5e95\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;TokenBudget \u4e0d\u662f\u5355\u6839\u786c\u4e0a\u9650&lt;\/strong&gt;\u3002\u5982\u679c\u53ea\u6709\u4e00\u6839\u7ebf&quot;\u5230\u4e86\u5c31\u6458\u8981&quot;\uff0c\u5c31\u53ea\u80fd\u5728\u9608\u503c\u9644\u8fd1\u53cd\u590d\u6a2a\u8df3\u3002Claude Code \u628a\u9884\u7b97\u62c6\u4e09\u9053\u2014\u2014\u786c\u7a97\u53e3\u3001\u5de5\u4f5c\u9884\u7b97\u3001\u7cfb\u7edf\u9884\u7559\uff0c\u8ba9&quot;\u8fd8\u80fd\u4e0d\u80fd\u52a8\u624b&quot;\u548c&quot;\u8fd8\u80fd\u4e0d\u80fd\u60f3\u4e0b\u4e00\u6b65&quot;\u5206\u5f00\u51b3\u7b56\u3002\u8fd9\u6b63\u662f \u00a73 \u4e94\u7ea7\u538b\u7f29\u68af\u5b50\u80fd\u6309\u4fb5\u5165\u6027\u5206\u7ea7\u7684\u524d\u63d0\uff1a\u6ca1\u6709\u4e09\u9053\u9600\uff0c\u5c31\u6ca1\u6709\u53ef\u5206\u7ea7\u7684\u7a7a\u95f4\u3002&lt;\/p&gt;\n&lt;hr \/&gt;\n&lt;h2&gt;3. \u4e0a\u4e0b\u6587\u538b\u7f29\uff1a\u4e94\u7ea7\u68af\u5b50\u4e0e\u6bcf\u4e00\u7ea7\u7684\u771f\u5b9e\u7b97\u6cd5&lt;\/h2&gt;\n&lt;p&gt;&lt;img width=&quot;100%&quot; src=&quot;http:\/\/weizn.net\/wp-content\/uploads\/2026\/05\/post-1079-6a003d3f0fabe.png&quot; \/&gt;&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;\u56fe\u91ca&lt;\/strong&gt;\uff1a\u56fe\u81ea\u5de6\u5411\u53f3\u4f9d\u4fb5\u5165\u6027\u9012\u589e\u5c55\u5f00\u4e94\u7ea7\u9636\u68af\u2014\u2014\u2460 &lt;strong&gt;SessionMemory Compaction&lt;\/strong&gt;\uff08IO \u7ea7\u96f6\u635f\u5931\uff0c\u4e0d\u6495\u7f13\u5b58\uff0c\u4f9d\u8d56\u540e\u53f0 agent \u5df2\u62bd\u53d6\u597d\u7684\u4f1a\u8bdd\u6458\u8981\u6587\u4ef6\uff09\u2192 \u2461 &lt;strong&gt;Reactive Compaction&lt;\/strong&gt;\uff08\u4e8b\u4ef6\u9a71\u52a8\u5c40\u90e8\u88c1\u526a\uff0c\u88ab 413 prompt-too-long \u89e6\u53d1\uff0c\u6700\u5c0f\u5316\u6270\u52a8\uff09\u2192 \u2462 &lt;strong&gt;Microcompact&lt;\/strong&gt;\uff08\u767d\u540d\u5355 8 \u7c7b\u5de5\u5177\u7684\u65e7 tool_result \u6e05\u626b\uff0c\u53cc\u8def\u5f84\uff1acached MC \u7528 cache_edits API \u4e0d\u6495\u7f13\u5b58 \/ time-based \u628a\u8fc7\u671f tool_result \u5185\u5bb9\u66ff\u6362\u4e3a\u5360\u4f4d\u7b26\uff09\u2192 \u2463 &lt;strong&gt;Full Compaction&lt;\/strong&gt;\uff08forked agent \u6458\u8981 + cache \u91cd\u5efa + PostCompact 50K \u6ce8\u5165\u9884\u7b97\uff09\u2192 \u2464 &lt;strong&gt;Context Collapse&lt;\/strong&gt;\uff08\u6298\u53e0\u5230\u6700\u5c0f\u9aa8\u67b6 \u00b7 \u4efb\u52a1\u610f\u56fe + \u6d3b\u8dc3 Task id + \u5173\u952e\u7cfb\u7edf\u63d0\u793a \u00b7 \u515c\u5e95\uff09\u3002AutoCompact \u5165\u53e3\u9ed8\u8ba4\u8d70 \u2460 \u2192 \u2463 \u7684\u94fe\u8def\uff0c\u5148\u5c1d\u8bd5\u6700\u8f7b\u4e00\u7ea7\u3001\u625b\u4e0d\u4f4f\u624d\u62ac\u5347\uff1bReactive \u4e0e Collapse \u7531\u72ec\u7acb\u7279\u6027\u95e8\u63a7\u89e6\u53d1\uff0c\u4e0e AutoCompact \u4e92\u65a5\uff0c\u907f\u514d\u4e24\u6761\u8def\u5f84\u540c\u65f6\u6539\u5199\u540c\u4e00\u4efd\u5386\u53f2\u3002&lt;\/p&gt;\n&lt;p&gt;\u4e0a\u4e0b\u6587\u7a97\u53e3\u662f\u521a\u6027\u8d44\u6e90\uff0c\u4f46\u5b83\u4e0d\u662f\u975e\u9ed1\u5373\u767d\u7684&quot;\u591f \/ \u4e0d\u591f&quot;\u3002Claude Code \u5728\u7a97\u53e3\u7ba1\u7406\u4e0a\u505a\u7684\u5173\u952e\u51b3\u7b56\u53ea\u6709\u4e00\u53e5\u8bdd\u2014\u2014&lt;strong&gt;\u628a&quot;\u4e00\u6b21\u6458\u8981&quot;\u6362\u6210&quot;\u4e00\u6761\u9636\u68af&quot;&lt;\/strong&gt;\uff1a\u5148\u5c1d\u8bd5\u4fb5\u5165\u6027\u6700\u5c0f\u7684\u4e00\u7ea7\uff0c\u625b\u4e0d\u4f4f\u518d\u9010\u7ea7\u62ac\u5347\uff0c\u6bcf\u4e00\u7ea7\u90fd\u660e\u786e\u77e5\u9053\u81ea\u5df1\u5728\u727a\u7272\u4ec0\u4e48\u3002&lt;\/p&gt;\n&lt;p&gt;\u4e0b\u9762\u628a\u8fd9\u6761\u9636\u68af\u5f7b\u5e95\u62c6\u5f00\uff0c\u4ece\u89e6\u53d1\u6570\u5b66\u4e00\u8def\u63a8\u5230\u538b\u7f29\u52a8\u4f5c\u518d\u5230\u4e8b\u540e\u6e05\u7406\u3002&lt;\/p&gt;\n&lt;h3&gt;3.1 \u89e6\u53d1\u6570\u5b66\uff1aeffective window \u4e0e\u4e09\u9053\u9608\u503c&lt;\/h3&gt;\n&lt;p&gt;\u6240\u6709\u538b\u7f29\u5224\u5b9a\u90fd\u57fa\u4e8e\u4e00\u4e2a\u6d3e\u751f\u91cf &lt;strong&gt;effective context window&lt;\/strong&gt;\uff0c\u800c\u4e0d\u662f\u6a21\u578b\u6807\u79f0\u7684\u7a97\u53e3\u5927\u5c0f\uff1a&lt;\/p&gt;\n&lt;pre&gt;&lt;code&gt;effectiveWindow = contextWindow(model) \u2212 reservedForSummary\nreservedForSummary = min(modelMaxOutput, 20_000)&lt;\/code&gt;&lt;\/pre&gt;\n&lt;p&gt;\u6362\u8a00\u4e4b\uff0c\u6bcf\u4e2a\u4f1a\u8bdd&lt;strong&gt;\u5148\u6263\u6389 20K token \u7ed9\u6458\u8981\u8bf7\u6c42\u81ea\u5df1&lt;\/strong&gt;\u2014\u2014\u56e0\u4e3a Full Compact \u89e6\u53d1\u65f6\u8fd8\u8981\u8ba9\u6a21\u578b\u751f\u6210\u4e00\u4efd\u65b0\u6458\u8981\uff0c\u8fd9\u90e8\u5206\u8f93\u51fa\u7a7a\u95f4\u5fc5\u987b\u7559\u51fa\u6765\u3002&lt;code&gt;CLAUDE_CODE_AUTO_COMPACT_WINDOW&lt;\/code&gt; \u73af\u5883\u53d8\u91cf\u53ef\u5728\u6d4b\u8bd5\u65f6\u628a &lt;code&gt;contextWindow&lt;\/code&gt; \u8fdb\u4e00\u6b65\u6536\u7d27\u3002&lt;\/p&gt;\n&lt;p&gt;\u5728 effective window \u4e4b\u4e0a\uff0c\u518d\u5212\u4e09\u9053\u9608\u503c\uff0c\u6bcf\u9053\u6709\u81ea\u5df1\u7684\u7f13\u51b2\u5e38\u91cf\uff1a&lt;\/p&gt;\n&lt;table&gt;\n&lt;thead&gt;\n&lt;tr&gt;\n&lt;th&gt;\u4fe1\u53f7&lt;\/th&gt;\n&lt;th&gt;\u516c\u5f0f&lt;\/th&gt;\n&lt;th&gt;\u7f13\u51b2\u91cf&lt;\/th&gt;\n&lt;th&gt;\u7528\u9014&lt;\/th&gt;\n&lt;\/tr&gt;\n&lt;\/thead&gt;\n&lt;tbody&gt;\n&lt;tr&gt;\n&lt;td&gt;AutoCompact \u89e6\u53d1\u7ebf&lt;\/td&gt;\n&lt;td&gt;&lt;code&gt;effectiveWindow \u2212 13_000&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;&lt;code&gt;AUTOCOMPACT_BUFFER = 13K&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u4e3b\u52a8\u538b\u7f29\u8d77\u70b9\uff0c\u5bf9\u5e94&quot;\u8fd8\u6709 \u226413K \u4f59\u91cf&quot;\u65f6\u8fdb\u68af\u5b50&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;Warning \/ Error \u4fe1\u53f7\u7ebf&lt;\/td&gt;\n&lt;td&gt;&lt;code&gt;effectiveWindow \u2212 20_000&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;&lt;code&gt;WARNING\/ERROR_BUFFER = 20K&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;UI \u63d0\u793a\u7528\u6237\u4e0a\u4e0b\u6587\u5403\u7d27&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u963b\u585e\u786c\u4e0a\u9650&lt;\/td&gt;\n&lt;td&gt;&lt;code&gt;effectiveWindow \u2212 3_000&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;&lt;code&gt;MANUAL_COMPACT_BUFFER = 3K&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u5373\u5c06\u5f7b\u5e95\u6ca1\u7a7a\u95f4\uff0c\u65b0\u8bf7\u6c42\u88ab\u62d2&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;\/tbody&gt;\n&lt;\/table&gt;\n&lt;p&gt;&lt;code&gt;tokenUsage&lt;\/code&gt; \u7531 &lt;code&gt;tokenCountWithEstimation(messages)&lt;\/code&gt; \u4f30\u7b97\u5f97\u5230\uff08\u542b &lt;code&gt;tool_result&lt;\/code&gt;\u3001image=2000 token\u3001document=2000 token\u3001thinking \u6587\u672c\uff0c\u6700\u540e\u6574\u4f53 \u00d74\/3 \u4fdd\u5b88\u586b\u5145\uff09\u3002\u6bcf\u4e00\u8f6e\u8fed\u4ee3\u5c3e\u90e8\u90fd\u4f1a\u7528\u540c\u4e00\u4efd &lt;code&gt;tokenUsage&lt;\/code&gt; \u4e0e\u4e09\u6761\u7ebf\u6bd4\u5bf9\uff0c\u51b3\u5b9a\u672c\u8f6e\u662f\u5426\u8fdb\u5165\u68af\u5b50\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;\u7194\u65ad&lt;\/strong&gt;\uff1a\u8fde\u7eed 3 \u6b21\u81ea\u52a8\u538b\u7f29\u5931\u8d25\u540e\uff0c\u6574\u4f1a\u8bdd\u7684 autoCompact \u901a\u9053\u88ab\u5207\u65ad\u3002\u8fd9\u6761\u7535\u8def\u4fdd\u62a4\u6e90\u4e8e\u4e00\u4efd\u751f\u4ea7\u6570\u636e\u2014\u2014\u66fe\u6709 1279 \u4e2a\u4f1a\u8bdd\u5728\u4e0d\u53ef\u6062\u590d\u8d85\u957f\u7684\u72b6\u6001\u4e0b\u53cd\u590d\u5c1d\u8bd5\u538b\u7f29\uff08\u6700\u9ad8\u5355\u4f1a\u8bdd 3272 \u6b21\uff09\uff0c\u6bcf\u5929\u6d6a\u8d39\u7ea6 25 \u4e07\u6b21 API \u8c03\u7528\u3002&lt;\/p&gt;\n&lt;h3&gt;3.2 \u4e94\u7ea7\u68af\u5b50\uff1a\u89e6\u53d1 \u2192 \u7b97\u6cd5 \u2192 \u5f71\u54cd&lt;\/h3&gt;\n&lt;p&gt;\u89e6\u53d1\u7ebf\u4e00\u65e6\u88ab\u8d8a\u8fc7\uff0c\u4e0d\u4f1a\u76f4\u63a5\u8d70&quot;\u6458\u8981\u5168\u90e8\u5386\u53f2&quot;\u3002\u7cfb\u7edf\u6309\u4e0b\u8868\u81ea\u4e0b\u800c\u4e0a\u9010\u7ea7\u5c1d\u8bd5\uff0c\u6bcf\u4e00\u7ea7\u90fd\u6bd4\u4e0a\u4e00\u7ea7\u591a\u653e\u5f03\u4e00\u70b9\u7ec6\u8282\u3001\u4f46\u6bd4\u7c97\u66b4\u6458\u8981\u5c11\u635f\u5931\u5f88\u591a\u4e0a\u4e0b\u6587\uff1a&lt;\/p&gt;\n&lt;table&gt;\n&lt;thead&gt;\n&lt;tr&gt;\n&lt;th&gt;\u7ea7\u522b&lt;\/th&gt;\n&lt;th&gt;\u89e6\u53d1&lt;\/th&gt;\n&lt;th&gt;\u7b97\u6cd5\u6838\u5fc3&lt;\/th&gt;\n&lt;th&gt;\u5bf9 messages \u7684\u5f71\u54cd&lt;\/th&gt;\n&lt;th&gt;\u5bf9 prompt cache \u7684\u5f71\u54cd&lt;\/th&gt;\n&lt;\/tr&gt;\n&lt;\/thead&gt;\n&lt;tbody&gt;\n&lt;tr&gt;\n&lt;td&gt;\u2460 &lt;strong&gt;SessionMemory Compaction&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;AutoCompact \u89e6\u53d1\u540e&lt;strong&gt;\u4f18\u5148\u5c1d\u8bd5&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;\u4ece &lt;code&gt;lastSummarizedMessageId&lt;\/code&gt; \u4e4b\u540e\u4fdd\u7559\u6d88\u606f\uff0c\u5411\u524d\u6269\u5f20\u76f4\u5230 &lt;code&gt;tokens \u2265 minTokens(10K)&lt;\/code&gt; \u4e14 &lt;code&gt;\u6587\u672c\u5757\u6d88\u606f\u6570 \u2265 5&lt;\/code&gt;\uff0c\u786c\u9876 &lt;code&gt;maxTokens=40K&lt;\/code&gt;\uff1b\u5c55\u5f00\u8fc7\u7a0b\u4e25\u5b88 &lt;code&gt;tool_use \u2194 tool_result&lt;\/code&gt; \u914d\u5bf9\u3001&lt;code&gt;thinking&lt;\/code&gt; \u5757\u4e0e\u540c message-id \u4e0d\u5207\u65ad&lt;\/td&gt;\n&lt;td&gt;\u628a\u5df2\u4fdd\u7559\u6bb5\u843d\u5199\u5165\u6458\u8981 + \u5934\u90e8\u63d2\u5165 boundary marker\uff1b\u540e\u6bb5\u4fdd\u7559\u539f\u6837&lt;\/td&gt;\n&lt;td&gt;\u4e0d\u6495\u7f13\u5b58\u524d\u7f00&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u2461 &lt;strong&gt;Reactive Compaction&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;API \u8fd4\u56de &lt;code&gt;prompt-too-long&lt;\/code&gt;(413) \u540e\u88ab\u52a8\u89e6\u53d1\uff0c\u7279\u6027\u95e8\u63a7\u5f00\u542f\u65f6\u542f\u7528&lt;\/td&gt;\n&lt;td&gt;\u5c40\u90e8\u88c1\u526a\u89e6\u53d1\u90a3\u6b21\u8bf7\u6c42\u91cc\u6700\u957f\u7684 tool_result \u6216\u6700\u65e7\u7684\u51e0\u6761\u6d88\u606f\uff0c\u518d\u91cd\u65b0\u63d0\u4ea4&lt;\/td&gt;\n&lt;td&gt;\u5c40\u90e8\u66ff\u6362\uff0c\u6700\u5c0f\u5316\u6270\u52a8&lt;\/td&gt;\n&lt;td&gt;\u4ec5\u6253\u65ad\u5c40\u90e8 cache\uff0c\u4e0d\u5168\u5931\u6548&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u2462 &lt;strong&gt;Microcompact&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;Token \u9884\u7b97\u9884\u8b66 \/ cache \u5bb9\u91cf\u9884\u8b66 \/ \u65f6\u95f4\u95f4\u9694\u8fc7\u957f&lt;\/td&gt;\n&lt;td&gt;&lt;strong&gt;\u53cc\u8def\u5f84&lt;\/strong&gt;\uff1a(a) &lt;code&gt;cachedMicrocompact&lt;\/code&gt; \u2014\u2014 \u4e0d\u52a8\u672c\u5730\u6d88\u606f\uff0c\u5411 API \u53d1\u9001 &lt;code&gt;cache_edits&lt;\/code&gt; \u6307\u4ee4\u5220\u9664\u5df2\u8fc7\u671f\u7684 &lt;code&gt;tool_result&lt;\/code&gt;\uff1b(b) &lt;code&gt;timeBasedMicrocompact&lt;\/code&gt; \u2014\u2014 \u5f53\u8ddd\u79bb\u4e0a\u4e00\u6761 assistant \u6d88\u606f gap &gt; \u9608\u503c\u65f6\uff0c\u628a\u65e7 &lt;code&gt;tool_result&lt;\/code&gt; \u5185\u5bb9\u66ff\u6362\u4e3a\u5b57\u7b26\u4e32 &lt;code&gt;[Old tool result content cleared]&lt;\/code&gt;\uff0c\u81f3\u5c11\u4fdd\u7559\u6700\u8fd1 1 \u6761&lt;\/td&gt;\n&lt;td&gt;\u4ec5\u6e05\u767d\u540d\u5355 8 \u7c7b\u5de5\u5177\u7684\u65e7 tool_result\uff1aFileRead \/ FileEdit \/ FileWrite \/ Grep \/ Glob \/ Shell \/ WebSearch \/ WebFetch\uff1b\u5176\u5b83\u5de5\u5177\u7ed3\u679c\u4e0d\u52a8&lt;\/td&gt;\n&lt;td&gt;(a) \u4e0d\u6495\u7f13\u5b58\uff1b(b) \u56e0\u5185\u5bb9\u5df2\u53d8\uff0c\u4e0b\u6b21\u81ea\u7136\u51b7\u542f\u52a8&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u2463 &lt;strong&gt;Full Compaction&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;SessionMemory \u4e0d\u53ef\u7528 \/ \u5931\u8d25 \/ \u7528\u6237\u6572 &lt;code&gt;\/compact&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u8d77\u4e00\u4e2a forked agent \u8bfb\u5b8c\u5f53\u524d\u6240\u6709\u6d88\u606f\uff08\u5148\u5265\u56fe\uff1a&lt;code&gt;image&lt;\/code&gt; \/ &lt;code&gt;document&lt;\/code&gt; \u66ff\u6362\u4e3a &lt;code&gt;[image]&lt;\/code&gt; \/ &lt;code&gt;[document]&lt;\/code&gt; \u5360\u4f4d\uff09\uff0c\u751f\u6210\u4e00\u6bb5\u6458\u8981\uff0c\u628a\u6458\u8981 + boundary marker + \u5fc5\u8981\u9644\u4ef6 + \u8ba1\u5212\u6587\u4ef6\u4f5c\u4e3a\u65b0\u7684 &lt;code&gt;messages&lt;\/code&gt; \u5934\u90e8\uff1b\u6700\u591a\u91cd\u8bd5 2 \u6b21&lt;\/td&gt;\n&lt;td&gt;\u5386\u53f2\u6d88\u606f\u6574\u4f53\u88ab\u66ff\u6362\uff1b\u4fdd\u7559\u6700\u8fd1\u4e00\u6bb5\u5df2\u5207\u7247\u7684\u6d88\u606f\u4ee5\u7ef4\u6301 API \u4e0d\u53d8\u91cf&lt;\/td&gt;\n&lt;td&gt;\u6574\u6bb5 cache \u5931\u6548\uff0c\u5fc5\u987b notify cache-break-detection \u628a\u8fd9\u6b21\u6389\u7f13\u5b58\u8ba1\u4e3a\u5408\u6cd5\u4e8b\u4ef6\u800c\u975e\u5f02\u5e38&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u2464 &lt;strong&gt;Context Collapse&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;\u7279\u6027\u95e8\u63a7\u6253\u5f00\u4e14 90% \u89e6\u53d1 commit-start \/ 95% \u963b\u585e spawn&lt;\/td&gt;\n&lt;td&gt;\u6298\u53e0\u5230\u6700\u5c0f\u9aa8\u67b6\uff1a\u4ec5\u4fdd\u7559\u4efb\u52a1\u610f\u56fe\u3001\u5f53\u524d\u6d3b\u8dc3 Task \u7684 id \u6307\u9488\u3001\u5173\u952e\u7cfb\u7edf\u63d0\u793a&lt;\/td&gt;\n&lt;td&gt;\u51e0\u4e4e\u6240\u6709\u4e2d\u95f4\u8fc7\u7a0b\u88ab\u820d\u5f03&lt;\/td&gt;\n&lt;td&gt;\u6574\u6bb5 cache \u5931\u6548\uff0c\u4f46\u4fdd\u7559\u4efb\u52a1\u7ea7 id \u94fe\u8def\u4f9b\u540e\u7eed\u91cd\u5efa&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;\/tbody&gt;\n&lt;\/table&gt;\n&lt;p&gt;\u51e0\u6761\u5bb9\u6613\u88ab\u5ffd\u7565\u4f46\u5f88\u5173\u952e\u7684\u4e0d\u53d8\u91cf\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;&lt;strong&gt;\u68af\u5b50\u5e76\u975e\u6bcf\u4e00\u7ea7\u90fd\u4f1a\u8dd1\u4e00\u904d&lt;\/strong&gt;\u3002AutoCompact \u5165\u53e3\u5148 try \u4e00\u6b21 SessionMemory\uff0c\u5931\u8d25\u624d\u8d70 Full\uff1bReactive \u4e0e Context Collapse \u5219\u7531\u5404\u81ea\u95e8\u63a7\u72ec\u7acb\u89e6\u53d1\uff0c\u4e0e AutoCompact \u4e92\u65a5\uff08\u9632\u6b62\u4e24\u6761\u8def\u5f84\u540c\u65f6\u6539\u5199\u540c\u4e00\u4efd\u5386\u53f2\uff09\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;SessionMemory \u8def\u5f84\u4e0d\u8c03\u6a21\u578b&lt;\/strong&gt;\u3002\u5b83\u4f9d\u8d56\u53e6\u4e00\u4e2a\u540e\u53f0 agent \u5df2\u7ecf\u5f02\u6b65\u62bd\u53d6\u597d\u7684\u4f1a\u8bdd\u6458\u8981\u6587\u4ef6\uff0c\u4e3b\u5faa\u73af\u53ea\u662f&quot;\u53d6\u8fc7\u6765\u76f4\u63a5\u5f53 PostCompact \u7528&quot;\uff0c\u6240\u4ee5\u4ee3\u4ef7\u662f IO \u7ea7\u800c\u975e API \u7ea7\u2014\u2014\u8fd9\u6b63\u662f\u5b83\u80fd\u653e\u5728\u68af\u5b50\u6700\u5e95\u5c42\u3001\u88ab\u9ed8\u8ba4\u4f18\u5148\u5c1d\u8bd5\u7684\u539f\u56e0\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;Microcompact \u7684\u4e24\u6761\u8def\u5f84\u4e92\u65a5&lt;\/strong&gt;\u3002time-based \u4e00\u65e6\u547d\u4e2d\u5c31 short-circuit \u8fd4\u56de\uff0c\u56e0\u4e3a\u5b83\u5df2\u7ecf\u628a\u7f13\u5b58\u641e\u51b7\u4e86\uff0c\u518d\u8ba9 cached-MC \u8bd5\u56fe\u7f16\u8f91\u7f13\u5b58\u53ea\u4f1a\u51fa\u9519\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;h3&gt;3.3 PostCompact \u6ce8\u5165\uff1a\u6458\u8981\u4e4b\u540e\u8fd8\u8981\u585e\u56de\u4ec0\u4e48&lt;\/h3&gt;\n&lt;p&gt;\u5168\u91cf\u538b\u7f29\u4e4b\u540e\u5e76\u4e0d\u662f&quot;\u53ea\u5269\u4e00\u6bb5\u6458\u8981&quot;\u3002\u7cfb\u7edf\u4f1a\u6309\u4e00\u4efd\u5e26\u9884\u7b97\u7684\u6e05\u5355\u628a\u5fc5\u8981\u4e0a\u4e0b\u6587\u91cd\u65b0\u6ce8\u5165\uff1a&lt;\/p&gt;\n&lt;table&gt;\n&lt;thead&gt;\n&lt;tr&gt;\n&lt;th&gt;\u6ce8\u5165\u9879&lt;\/th&gt;\n&lt;th&gt;\u9884\u7b97&lt;\/th&gt;\n&lt;th&gt;\u8bf4\u660e&lt;\/th&gt;\n&lt;\/tr&gt;\n&lt;\/thead&gt;\n&lt;tbody&gt;\n&lt;tr&gt;\n&lt;td&gt;\u6458\u8981\u6d88\u606f\u672c\u8eab&lt;\/td&gt;\n&lt;td&gt;\u2014&lt;\/td&gt;\n&lt;td&gt;\u7531 forked agent \u751f\u6210\u7684\u5bf9\u8bdd\u6458\u8981&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u8ba1\u5212\u9644\u4ef6\uff08Plan\uff09&lt;\/td&gt;\n&lt;td&gt;\u2014&lt;\/td&gt;\n&lt;td&gt;\u5f53\u524d Plan \u6587\u4ef6\u5168\u6587\uff08\u5982\u6709\uff09&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u91cd\u8981\u6587\u4ef6\u56de\u586b&lt;\/td&gt;\n&lt;td&gt;\u603b \u2264 50K\uff0c\u5355\u6587\u4ef6 \u2264 5K\uff0c\u6700\u591a 5 \u4e2a&lt;\/td&gt;\n&lt;td&gt;\u6458\u8981\u524d\u540e\u66fe\u88ab\u8bfb\u53d6\u7684\u9ad8\u4ef7\u503c\u6587\u4ef6\uff0c\u6309\u89c4\u5219\u622a\u53d6&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;Skills \u56de\u586b&lt;\/td&gt;\n&lt;td&gt;\u603b \u2264 25K\uff0c\u5355 skill \u2264 5K&lt;\/td&gt;\n&lt;td&gt;\u5df2\u88ab\u8c03\u7528\u8fc7\u7684 skill \u63cf\u8ff0\uff0c\u6309 token \u9884\u7b97\u622a\u9876&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;MCP \/ \u5de5\u5177\u5217\u8868\u589e\u91cf&lt;\/td&gt;\n&lt;td&gt;\u2014&lt;\/td&gt;\n&lt;td&gt;\u5982\u679c\u5de5\u5177\u96c6\u6709\u53d8\u5316\u5219\u6ce8\u5165 delta&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;\/tbody&gt;\n&lt;\/table&gt;\n&lt;p&gt;\u8fd9\u4efd&quot;\u91cd\u65b0\u6ce8\u5165&quot;\u662f Claude Code \u8ba9\u7528\u6237\u5728 &lt;code&gt;\/compact&lt;\/code&gt; \u4e4b\u540e\u4ecd\u80fd&quot;\u63a5\u7740\u5e72&quot;\u7684\u5173\u952e\u3002\u5e38\u89c1\u9519\u8bef\u5b9e\u73b0\u662f\u53ea\u4fdd\u7559\u6458\u8981\u2014\u2014\u7ed3\u679c\u6a21\u578b\u7acb\u523b\u628a\u5df2\u7ecf\u8bfb\u8fc7\u7684\u5173\u952e\u6587\u4ef6\u518d\u8bfb\u4e00\u904d\uff0c\u5f00\u9500\u7ffb\u500d\u3002&lt;\/p&gt;\n&lt;h3&gt;3.4 PostCompact \u7684 9 \u9879\u5e42\u7b49\u6e05\u7406&lt;\/h3&gt;\n&lt;p&gt;\u538b\u7f29\u6210\u529f&lt;strong&gt;\u4e0d\u53ea\u662f\u66ff\u6362\u4e86 messages&lt;\/strong&gt;\u3002\u5b83\u8fd8\u4f1a\u89e6\u53d1\u4e00\u7ec4\u660e\u786e\u767b\u8bb0\u7684\u6e05\u7406\u52a8\u4f5c\uff0c\u6bcf\u4e00\u9879\u90fd\u662f&quot;\u538b\u7f29\u5bf9\u8fd0\u884c\u65f6\u5176\u5b83\u72b6\u6001\u7684\u526f\u4f5c\u7528\u5fc5\u987b\u88ab\u663e\u5f0f\u5f52\u96f6&quot;\u2014\u2014\u5426\u5219\u4e0b\u4e00\u8f6e cache \u547d\u4e2d\u3001\u6743\u9650\u68c0\u67e5\u3001\u8bb0\u5fc6\u52a0\u8f7d\u90fd\u4f1a\u6307\u5411\u9519\u7684\u5bf9\u8c61\uff1a&lt;\/p&gt;\n&lt;ol&gt;\n&lt;li&gt;&lt;code&gt;resetMicrocompactState&lt;\/code&gt; \u2014\u2014 \u6e05\u6389 cached MC \u5df2\u6ce8\u518c\u7684 tool_id \u8868\u4e0e pending cache_edits\uff08\u5426\u5219\u4e0b\u8f6e\u4f1a\u8bd5\u56fe\u7f16\u8f91 server \u4e0a\u5df2\u4e0d\u5b58\u5728\u7684 tool\uff09&lt;\/li&gt;\n&lt;li&gt;&lt;code&gt;resetContextCollapse&lt;\/code&gt;\uff08\u4ec5\u4e3b\u7ebf\u7a0b\u538b\u7f29\u65f6\uff09\u2014\u2014 \u6298\u53e0\u72b6\u6001\u5f52\u96f6&lt;\/li&gt;\n&lt;li&gt;&lt;code&gt;getUserContext.cache.clear()&lt;\/code&gt; \u2014\u2014 \u6e05\u5916\u5c42\u7528\u6237\u4e0a\u4e0b\u6587\u8bb0\u5fc6\u7f13\u5b58&lt;\/li&gt;\n&lt;li&gt;&lt;code&gt;resetGetMemoryFilesCache(&#039;compact&#039;)&lt;\/code&gt; \u2014\u2014 \u6e05\u5185\u5c42 CLAUDE.md \/ MEMORY.md \u52a0\u8f7d\u7f13\u5b58\uff0c\u91cd\u65b0\u89e6\u53d1 InstructionsLoaded \u94a9\u5b50&lt;\/li&gt;\n&lt;li&gt;&lt;code&gt;clearSystemPromptSections&lt;\/code&gt; \u2014\u2014 \u7cfb\u7edf\u63d0\u793a\u5206\u6bb5\u6e05\u96f6\uff0c\u907f\u514d stale section \u6f0f\u51fa&lt;\/li&gt;\n&lt;li&gt;&lt;code&gt;clearClassifierApprovals&lt;\/code&gt; \u2014\u2014 \u6e05\u6389\u4e4b\u524d\u6279\u8fc7\u7684\u5206\u7c7b\u5668 yolo \u5ba1\u6279&lt;\/li&gt;\n&lt;li&gt;&lt;code&gt;clearSpeculativeChecks&lt;\/code&gt; \u2014\u2014 Bash \u6295\u673a\u6743\u9650\u68c0\u67e5\u6e05\u96f6&lt;\/li&gt;\n&lt;li&gt;&lt;code&gt;clearBetaTracingState&lt;\/code&gt; \u2014\u2014 Beta tracing \u72b6\u6001\u6e05\u96f6&lt;\/li&gt;\n&lt;li&gt;&lt;code&gt;clearSessionMessagesCache&lt;\/code&gt; \u2014\u2014 \u4f1a\u8bdd\u6d88\u606f\u7f13\u5b58\u6e05\u96f6&lt;\/li&gt;\n&lt;\/ol&gt;\n&lt;p&gt;\u540c\u65f6\u8c03\u7528 &lt;code&gt;notifyCompaction&lt;\/code&gt; \/ &lt;code&gt;notifyCacheDeletion&lt;\/code&gt; \u4e3b\u52a8\u544a\u8bc9 prompt-cache-break \u68c0\u6d4b\u5668\uff1a&quot;\u8fd9\u6b21\u7f13\u5b58\u6389\u662f\u9884\u671f\u7684\uff0c\u522b\u8bef\u62a5\u4e3a\u5f02\u5e38&quot;\uff1b\u8c03\u7528 &lt;code&gt;setLastSummarizedMessageId(undefined)&lt;\/code&gt; \u91cd\u7f6e\u6458\u8981\u6307\u9488\u2014\u2014\u56e0\u4e3a Full Compact \u66ff\u6362\u4e86\u6240\u6709\u6d88\u606f UUID\uff0c\u4efb\u4f55\u6307\u5411\u65e7 UUID \u7684\u6307\u9488\u90fd\u5df2\u7ecf\u5931\u6548\uff1b\u8c03\u7528 &lt;code&gt;markPostCompaction()&lt;\/code&gt; \u8ba9\u4e0a\u5c42\u6807\u8bb0&quot;\u521a\u521a\u538b\u7f29\u8fc7&quot;\uff0c\u4fbf\u4e8e UI \u7ed9\u7528\u6237\u63d0\u793a\u3002&lt;\/p&gt;\n&lt;p&gt;\u8fd9\u4e5d\u9879\u6e05\u7406\u52a8\u4f5c\u5168\u90e8\u8981\u6c42&lt;strong&gt;\u5e42\u7b49&lt;\/strong&gt;\uff1a\u540c\u4e00\u52a8\u4f5c\u591a\u6b21\u8c03\u7528\u7ed3\u679c\u4e00\u81f4\uff1b\u4e2a\u522b\u6e05\u7406\u5931\u8d25\u4e0d\u963b\u585e\u5269\u4f59\u52a8\u4f5c\u3002\u8fd9\u4e00\u6761\u628a\u6574\u4e2a Runtime \u7684\u5931\u8d25\u8bed\u4e49\u4ece&quot;\u9760 GC \u8d4c\u4eba\u54c1&quot;\u6539\u6210\u4e86&quot;\u53ef\u5e42\u7b49\u3001\u53ef\u91cd\u653e&quot;\u3002&lt;\/p&gt;\n&lt;h3&gt;3.5 \u5b50 Agent \u4e2d\u8c03\u538b\u7f29\u7684\u7279\u6b8a\u5904\u7406&lt;\/h3&gt;\n&lt;p&gt;\u4e3b\u7ebf\u7a0b\u4e0e\u5b50 Agent \u8dd1\u5728\u540c\u4e00\u8fdb\u7a0b\u91cc\uff0c\u6a21\u5757\u7ea7\u72b6\u6001\uff08context-collapse store \/ memory file cache \/ userContext cache\uff09\u662f\u5171\u4eab\u7684\u3002\u56e0\u6b64 &lt;code&gt;runPostCompactCleanup&lt;\/code&gt; \u4f1a\u5148\u6309 &lt;code&gt;querySource&lt;\/code&gt; \u533a\u5206\u8c03\u7528\u6e90\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;\u4e3b\u7ebf\u7a0b\u538b\u7f29 \u2192 9 \u9879\u5168\u8dd1&lt;\/li&gt;\n&lt;li&gt;\u5b50 Agent\uff08\u524d\u7f00 &lt;code&gt;agent:*&lt;\/code&gt;\uff09\u538b\u7f29 \u2192 \u53ea\u8dd1\u524d\u4e24\u9879\uff1b\u540e\u9762 7 \u9879\u88ab\u6545\u610f\u8df3\u8fc7\uff0c\u907f\u514d\u5b50 Agent \u81ea\u5df1 compact \u4e00\u4e0b\u5c31\u628a\u4e3b\u7ebf\u7a0b\u7684\u72b6\u6001\u6e05\u5e72\u51c0&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;\u8fd9\u6761&quot;\u6309\u8c03\u7528\u6e90\u88c1\u526a\u6e05\u7406\u8303\u56f4&quot;\u7684\u89c4\u5219\u662f\u591a Agent \u5171\u4eab\u8fdb\u7a0b\u4e0d\u53ef\u7ed5\u5f00\u7684\u7eaa\u5f8b\u3002&lt;\/p&gt;\n&lt;hr \/&gt;\n&lt;h2&gt;4. Task \u4e00\u7b49\u516c\u6c11\uff1a\u516d\u79cd\u5f62\u6001\u5171\u4eab\u4e00\u4e2a\u5951\u7ea6&lt;\/h2&gt;\n&lt;p&gt;\u5728 Claude Code \u91cc\uff0c&quot;\u6267\u884c\u4f53&quot;\u4e0d\u53eb Agent\uff0c\u53eb &lt;strong&gt;Task&lt;\/strong&gt;\u3002\u8fd9\u4e0d\u662f\u547d\u540d\u504f\u597d\u2014\u2014\u8fd9\u662f\u628a&quot;\u4ec0\u4e48\u6837\u7684\u6267\u884c\u4f53\u53ef\u4ee5\u88ab\u6d3e\u51fa\u53bb\u505a\u4e8b&quot;\u8fd9\u4ef6\u4e8b\u62bd\u8c61\u5230\u534f\u8bae\u5c42\u7684\u5173\u952e\u51b3\u5b9a\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;img width=&quot;100%&quot; src=&quot;http:\/\/weizn.net\/wp-content\/uploads\/2026\/05\/post-1079-6a003d3f1f854.png&quot; \/&gt;&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;\u56fe\u91ca&lt;\/strong&gt;\uff1a\u56fe\u9876\u90e8\u4e00\u6761\u6a2a\u8d2f\u957f\u6761\u6807\u8bc6&quot;\u7edf\u4e00 Task \u5951\u7ea6 \u00b7 id \u00b7 \u72b6\u6001 \u00b7 \u5de5\u5177\u96c6 \u00b7 \u8f93\u51fa\u57fa\u677f \u00b7 \u6743\u9650 \u00b7 \u53d6\u6d88\u94fe&quot;\u2014\u2014\u8fd9\u662f&lt;strong&gt;\u5f62\u6001\u516d\u53d8\u4e0b\u552f\u4e00\u4e0d\u53d8\u7684\u534f\u8bae\u5c42&lt;\/strong&gt;\u3002\u4e0b\u65b9\u516d\u5f20\u5361\u5e76\u6392\u5c55\u793a\u516d\u79cd\u6267\u884c\u4f53\uff08\u4e3b\u4f1a\u8bdd &lt;code&gt;s&lt;\/code&gt; \/ \u672c\u5730 Worker &lt;code&gt;a&lt;\/code&gt; \/ \u8fdc\u7aef Agent &lt;code&gt;r&lt;\/code&gt; \/ \u672c\u5730 Shell &lt;code&gt;sh&lt;\/code&gt; \/ \u8fdb\u7a0b\u5185\u961f\u53cb &lt;code&gt;t&lt;\/code&gt; \/ Dream &lt;code&gt;d&lt;\/code&gt;\uff09\uff0c\u6bcf\u5f20\u5361\u5185\u540c\u65f6\u7ed9\u51fa&lt;strong&gt;\u5f62\u6001\u3001\u53ef\u89c1\u5de5\u5177\u96c6\u3001\u901a\u8baf\u65b9\u5f0f\u3001\u5173\u952e\u8bf4\u660e&lt;\/strong&gt;\u56db\u6761\u4e8b\u5b9e\uff0c\u53ef\u4ee5\u4e00\u773c\u770b\u5230\u5dee\u5f02\u70b9\uff08\u4f8b\u5982\u672c\u5730 Worker \u5de5\u5177\u96c6\u88ab\u6536\u7d27\u5230 &lt;code&gt;ASYNC_AGENT_ALLOWED&lt;\/code&gt; \u4e25\u683c\u5b50\u96c6\u3001Dream \u53ea\u8bfb\u3001Shell \u8d70 detached PTY\uff09\u3002\u518d\u4e0b\u65b9\u4e09\u6761\u6a2a\u6392\u5e95\u677f\u2014\u2014\u516c\u5171\u751f\u547d\u5468\u671f\u72b6\u6001\u673a\u3001\u5171\u4eab\u4efb\u52a1\u8f93\u51fa\u57fa\u677f\u3001\u6743\u9650\u4e0e\u53d6\u6d88\u5e73\u9762\u2014\u2014\u662f\u516d\u79cd\u5f62\u6001\u5171\u7528\u7684\u4e0b\u5c42\u57fa\u7840\u8bbe\u65bd\u3002&lt;\/p&gt;\n&lt;h3&gt;4.1 \u5171\u4eab\u5951\u7ea6\u7684\u4e94\u4e2a\u7ec4\u4ef6&lt;\/h3&gt;\n&lt;p&gt;\u4e0d\u8bba\u5f62\u6001\u5982\u4f55\uff0c\u6bcf\u4e00\u4e2a Task \u90fd\u6ee1\u8db3\u4e0b\u9762\u4e94\u4ef6\u4e8b\uff1a&lt;\/p&gt;\n&lt;ol&gt;\n&lt;li&gt;&lt;strong&gt;\u552f\u4e00 id&lt;\/strong&gt;\uff1a\u6309\u5f62\u6001\u524d\u7f00\u7f16\u7801\u2014\u2014&lt;code&gt;s&lt;\/code&gt; \u4e3b\u4f1a\u8bdd\u3001&lt;code&gt;a&lt;\/code&gt; \u672c\u5730 Worker\u3001&lt;code&gt;r&lt;\/code&gt; \u8fdc\u7aef Agent\u3001&lt;code&gt;sh&lt;\/code&gt; \u672c\u5730 Shell\u3001&lt;code&gt;t&lt;\/code&gt; \u8fdb\u7a0b\u5185\u961f\u53cb\u3001&lt;code&gt;d&lt;\/code&gt; Dream\/\u5f02\u6b65\u3002\u5149\u770b id \u5c31\u80fd\u77e5\u9053\u5b83\u5728\u54ea\u79cd\u6267\u884c\u73af\u5883\u91cc\u8dd1\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u53ef\u89c1\u5de5\u5177\u5b50\u96c6&lt;\/strong&gt;\uff1a\u4e0d\u662f 42 \u4e2a\u5168\u5f00\u3002\u6bcf\u79cd\u5f62\u6001\u90fd\u6709\u81ea\u5df1\u7684\u5141\u8bb8\u96c6\uff08\u8be6\u89c1 \u00a75.2\uff09\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u4efb\u52a1\u8f93\u51fa\u57fa\u677f&lt;\/strong&gt;\uff1a\u6bcf\u4e2a Task \u90fd\u628a\u81ea\u5df1\u7684 transcript \u8f6f\u94fe\u843d\u76d8\uff0c\u6d3b\u52a8\u8ffd\u8e2a \/ token \u7528\u91cf \/ \u6700\u8fd1 5 \u6761\u6d3b\u52a8\u73af\u5f62\u7f13\u51b2\u6302\u5728\u540c\u4e00\u4efd\u57fa\u677f\u4e0a\u3002\u6d41\u5f0f\u8f93\u51fa&lt;strong&gt;\u76f4\u63a5\u8fdb\u57fa\u677f&lt;\/strong&gt;\uff0c\u534f\u8c03\u8005\u53ea\u5728\u6c47\u603b\u65f6\u53bb\u8bfb\u5b83\uff0c\u4e0d\u627f\u62c5\u5b9e\u65f6\u8f6c\u53d1\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u6743\u9650\u58f0\u660e&lt;\/strong&gt;\uff1apermission mode \u4e09\u6863\u2014\u2014&lt;code&gt;default&lt;\/code&gt; \/ &lt;code&gt;acceptEdits&lt;\/code&gt; \/ &lt;code&gt;bypass&lt;\/code&gt;\u3002\u6743\u9650\u4e0d\u662f\u5de5\u5177\u81ea\u5df1\u95ee\uff0c\u800c\u662f Task \u8fd9\u4e00\u5c42\u7edf\u4e00\u62cd\u677f\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u53d6\u6d88\u94fe\u8282\u70b9&lt;\/strong&gt;\uff1a\u6bcf\u4e2a Task \u6301\u6709\u81ea\u5df1\u7684 &lt;code&gt;AbortController&lt;\/code&gt;\uff0c\u4f5c\u4e3a\u53d6\u6d88\u6811\u7684\u4e00\u4e2a\u5185\u90e8\u8282\u70b9\u3002\u53d6\u6d88\u4fe1\u53f7\u6cbf\u59d4\u6d3e\u8fb9\u9010\u7ea7\u4e0b\u6c89\uff0c\u5b50 Task \u7684\u53d6\u6d88\u4e0d\u4f1a\u5411\u4e0a\u7206\u70b8\uff0c\u7236 Task \u7684\u53d6\u6d88\u5fc5\u7136\u5230\u8fbe\u6bcf\u4e2a\u5b69\u5b50\u3002&lt;\/li&gt;\n&lt;\/ol&gt;\n&lt;h3&gt;4.2 \u516c\u5171\u751f\u547d\u5468\u671f&lt;\/h3&gt;\n&lt;p&gt;\u6240\u6709 Task \u8d70\u540c\u4e00\u4e2a\u72b6\u6001\u673a\u2014\u2014&lt;code&gt;Created \u2192 Queued \u2192 Running \u2192 Producing Output \u2192 Stopped \/ Completed \/ Failed&lt;\/code&gt;\u3002\u8fd9\u5c31\u8ba9\u4e00\u7ec4\u901a\u7528\u5de5\u5177\uff08&lt;code&gt;TaskCreate \/ TaskGet \/ TaskList \/ TaskOutput \/ TaskUpdate \/ TaskStop&lt;\/code&gt;\uff09\u80fd\u7ba1\u6240\u6709\u5f62\u6001\uff0c\u800c\u4e0d\u9700\u8981\u4e3a\u6bcf\u79cd\u5f62\u6001\u5404\u5199\u4e00\u5957\u3002&lt;\/p&gt;\n&lt;h3&gt;4.3 \u516d\u79cd\u5f62\u6001\u7684\u5dee\u5f02&lt;\/h3&gt;\n&lt;table&gt;\n&lt;thead&gt;\n&lt;tr&gt;\n&lt;th&gt;\u5f62\u6001&lt;\/th&gt;\n&lt;th&gt;id \u524d\u7f00&lt;\/th&gt;\n&lt;th&gt;\u4e0a\u4e0b\u6587&lt;\/th&gt;\n&lt;th&gt;\u5173\u952e\u80fd\u529b\u5dee\u5f02&lt;\/th&gt;\n&lt;\/tr&gt;\n&lt;\/thead&gt;\n&lt;tbody&gt;\n&lt;tr&gt;\n&lt;td&gt;\u4e3b\u4f1a\u8bdd&lt;\/td&gt;\n&lt;td&gt;&lt;code&gt;s&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u5b8c\u6574&lt;\/td&gt;\n&lt;td&gt;\u4e0e\u7528\u6237\u76f4\u63a5\u5bf9\u8bdd\uff0c\u53ef\u88ab Ctrl-B \u540e\u53f0\u5316&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u672c\u5730 Worker&lt;\/td&gt;\n&lt;td&gt;&lt;code&gt;a&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u4e0a\u4e0b\u6587\u9694\u79bb\u7684 forked agent&lt;\/td&gt;\n&lt;td&gt;\u5de5\u5177\u53ea\u5141\u8bb8 ASYNC_AGENT_ALLOWED \u96c6\u5408\uff1b\u4e0d\u80fd\u518d\u6d3e Worker&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u8fdc\u7aef Agent&lt;\/td&gt;\n&lt;td&gt;&lt;code&gt;r&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u5f02\u673a\u9694\u79bb&lt;\/td&gt;\n&lt;td&gt;\u901a\u8fc7 Bridge \u957f\u8fde\u63a5 + RemoteTrigger \u89e6\u53d1\uff0c\u7ed3\u679c\u6d41\u5f0f\u56de\u4f20&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u672c\u5730 Shell&lt;\/td&gt;\n&lt;td&gt;&lt;code&gt;sh&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u4e00\u4e2a detached PTY&lt;\/td&gt;\n&lt;td&gt;\u957f\u547d\u4ee4\u6258\u7ba1\uff1bstdout \u7f13\u51b2\u5230\u4efb\u52a1\u8f93\u51fa\u57fa\u677f&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u8fdb\u7a0b\u5185\u961f\u53cb&lt;\/td&gt;\n&lt;td&gt;&lt;code&gt;t&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u540c\u4f1a\u8bdd\u3001\u5bf9\u7b49&lt;\/td&gt;\n&lt;td&gt;\u901a\u8fc7\u6587\u4ef6\u90ae\u7bb1\u4e92\u76f8\u6295\u9012\uff1b\u53ef\u89c1\u5de5\u5177\u96c6\u662f Worker + 5 \u4e2a\u4efb\u52a1\/\u901a\u8baf\u5de5\u5177&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;Dream \/ \u5f02\u6b65&lt;\/td&gt;\n&lt;td&gt;&lt;code&gt;d&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u53ea\u8bfb&lt;\/td&gt;\n&lt;td&gt;\u7528\u6237\u7a7a\u95f2\u65f6\u590d\u76d8\u5386\u53f2\uff0c\u628a\u53ef\u6c89\u6dc0\u7ecf\u9a8c\u5199\u56de\u8bb0\u5fc6\u5e95\u5ea7&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;\/tbody&gt;\n&lt;\/table&gt;\n&lt;p&gt;\u4e00\u4e2a\u76f4\u63a5\u63a8\u8bba\uff1a&lt;strong&gt;\u534f\u8c03\u8005\u628a\u4efb\u52a1\u4ece\u672c\u5730&quot;\u642c\u5230\u8fdc\u7aef&quot;\u51e0\u4e4e\u4e0d\u7528\u6539\u4efb\u4f55\u4e0a\u5c42\u4ee3\u7801&lt;\/strong&gt;\u2014\u2014id \u524d\u7f00\u4ece &lt;code&gt;a&lt;\/code&gt; \u6362\u6210 &lt;code&gt;r&lt;\/code&gt;\uff0cAgentTool \/ SendMessage \/ TaskStop \u4e09\u4ef6\u5de5\u5177\u7684\u8bed\u4e49\u4e0d\u53d8\uff0c\u7ed3\u679c\u56de\u6d41\u4ecd\u7136\u662f &lt;code&gt;&lt;task-notification&gt;&lt;\/code&gt; XML\uff08\u89c1 \u00a75.3\uff09\u3002\u8fd9\u662f&quot;\u5f62\u6001\u516d\u53d8\u3001\u5951\u7ea6\u4e0d\u53d8&quot;\u5728\u5de5\u7a0b\u4e0a\u7684\u5177\u4f53\u5151\u73b0\u3002&lt;\/p&gt;\n&lt;h3&gt;4.4 \u5b50 Agent \u7684 runtime loop \u4e0e\u4e3b\u7ebf\u7a0b\u5171\u4eab\u540c\u4e00\u53f0\u8282\u62cd\u5668&lt;\/h3&gt;\n&lt;p&gt;\u5b50 Agent\uff08\u672c\u5730 Worker \/ \u8fdb\u7a0b\u5185\u961f\u53cb\uff09\u5e76\u4e0d\u662f\u53e6\u8dd1\u4e00\u5957\u5faa\u73af\u3002\u5b83\u590d\u7528 \u00a72 \u63cf\u8ff0\u7684\u540c\u4e00\u4e2a &lt;code&gt;query()&lt;\/code&gt; async generator\u2014\u2014\u53ea\u662f destructure \u51fa\u6765\u7684 State\u3001\u7ed1\u5b9a\u7684 toolUseContext\u3001\u53ef\u89c1\u5de5\u5177\u5b50\u96c6\u4e0d\u540c\u3002\u8fd9\u610f\u5473\u7740\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;\u5b50 Agent \u5185\u90e8\u4e00\u6837\u6709 12 \u4e2a\u4e8b\u4ef6\u5e8f\u5217\uff0c\u4e00\u6837\u6709 abortController drain \u4e0d\u53d8\u91cf\uff0c\u4e00\u6837\u4f1a\u89e6\u53d1 AutoCompact \u4e0e Microcompact\u3002&lt;\/li&gt;\n&lt;li&gt;\u5b50 Agent \u89e6\u53d1\u7684 PostCompact \u6e05\u7406\u8d70&quot;\u88c1\u526a\u7248&quot;\u2014\u2014\u53ea\u6e05\u6389\u81ea\u5df1\u7684 microcompact \u72b6\u6001\u4e0e contextCollapse \u72b6\u6001\uff0c\u4e0d\u80fd\u6e05\u4e3b\u7ebf\u7a0b\u7684 userContext \/ memoryFiles \/ systemPromptSections\uff08\u8be6\u89c1 \u00a73.5\uff09\u3002&lt;\/li&gt;\n&lt;li&gt;\u5b50 Agent \u7684 abortController \u662f\u7236 Task abortController \u6811\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9\uff1b\u7236 Task \u53d6\u6d88\u4f1a\u6cbf\u8fd9\u6761\u8fb9\u81ea\u52a8\u4e0b\u6c89\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;\u6362\u53e5\u8bdd\u8bf4\uff0c&lt;strong&gt;\u591a Agent \u7cfb\u7edf\u4e0d\u662f\u591a\u5957\u5faa\u73af\u5e76\u884c\u8dd1\uff0c\u800c\u662f\u540c\u4e00\u53f0 runtime \u5728\u4e0d\u540c State \u5b9e\u4f8b\u4e0a\u591a\u8dd1\u51e0\u6b21&lt;\/strong&gt;\u3002\u8fd9\u662f Claude Code \u591a Agent \u7cfb\u7edf\u80fd\u4fdd\u6301\u5de5\u7a0b\u7a33\u5b9a\u6027\u7684\u4e00\u4e2a\u6839\u56e0\u2014\u2014\u4efb\u4f55\u5bf9\u4e3b\u5faa\u73af\u7684\u6539\u8fdb\u90fd\u4f1a\u539f\u5b50\u5730\u4e0b\u53d1\u5230\u6240\u6709\u5b50 Agent\u3002&lt;\/p&gt;\n&lt;hr \/&gt;\n&lt;h2&gt;5. \u591a Agent \u8c03\u5ea6\uff1a\u534f\u8c03\u8005\u3001Worker\u3001\u4e09\u6761\u901a\u9053&lt;\/h2&gt;\n&lt;p&gt;\u591a Agent \u7cfb\u7edf\u7684\u74f6\u9888\u4ece\u6765\u4e0d\u662f&quot;\u80fd\u5f00\u591a\u5c11\u4e2a Agent&quot;\uff0c\u800c\u662f&quot;Agent \u4e4b\u95f4\u7684\u8fb9\u754c\u80fd\u4e0d\u80fd\u5b88\u4f4f&quot;\u3002Claude Code \u7684\u8fb9\u754c\u8bbe\u8ba1\u6709\u4e09\u4ef6\u4e8b\u6700\u503c\u5f97\u62c6\u5f00\u770b\uff1a\u534f\u8c03\u8005\u7684\u4e0d\u5bf9\u79f0\u3001\u5de5\u5177\u767d\u540d\u5355\u7684\u786c\u7ea6\u675f\u3001\u4e09\u6761\u901a\u8baf\u901a\u9053\u7684\u8bed\u4e49\u5206\u5de5\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;img width=&quot;100%&quot; src=&quot;http:\/\/weizn.net\/wp-content\/uploads\/2026\/05\/post-1079-6a003d3f2c385.png&quot; \/&gt;&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;\u56fe\u91ca&lt;\/strong&gt;\uff1a\u534f\u8c03\u8005\uff08\u6807\u6ce8 &lt;code&gt;system role: orchestrator&lt;\/code&gt; \u00b7 \u7ea2\u7ebf&quot;\u4e0d\u76f4\u63a5\u6539\u6587\u4ef6\u3001\u4e0d\u6267\u884c\u811a\u672c&quot;\uff09\u4f4d\u4e8e\u9876\u5c42\u3002\u4e0b\u65b9\u4e00\u6392\u56db\u79cd Worker \u5f62\u6001\uff08\u672c\u5730 Worker &lt;code&gt;a...001&lt;\/code&gt; \/ &lt;code&gt;a...002&lt;\/code&gt;\u3001\u8fdb\u7a0b\u5185\u961f\u53cb &lt;code&gt;t...003&lt;\/code&gt;\u3001\u8fdc\u7aef Agent &lt;code&gt;r...004&lt;\/code&gt;\uff09\u901a\u8fc7\u56db\u4ef6\u4e8b\u4e0e\u5b83\u4e92\u52a8\uff1a(a) &lt;strong&gt;\u4efb\u52a1\u59d4\u6d3e&lt;\/strong&gt;\u2014\u2014\u9ed1\u8272\u5b9e\u7ebf\uff0cAgentTool \/ TaskCreate\uff1b(b) &lt;strong&gt;\u7ed3\u679c\u56de\u6d41&lt;\/strong&gt;\u2014\u2014\u7eff\u8272\u865a\u7ebf\uff0cTaskOutput\uff1b(c) &lt;strong&gt;\u5bf9\u7b49\u6d88\u606f&lt;\/strong&gt;\u2014\u2014\u7ea2\u8272\u865a\u7ebf\uff0c\u6587\u4ef6\u7cfb\u7edf\u90ae\u7bb1\uff08\u8def\u5f84 &lt;code&gt;~\/.claude\/teams\/{team}\/inboxes\/{agent}.json&lt;\/code&gt;\uff0c\u542b from \/ text \/ timestamp \/ read \/ color \/ summary \u516d\u5b57\u6bb5\uff0c\u9760 lockfile \u4e0e\u9000\u907f\u91cd\u8bd5\u505a\u5e76\u53d1\u5b89\u5168\uff09\uff1b(d) &lt;strong&gt;\u5171\u4eab\u8bb0\u4e8b\u672c&lt;\/strong&gt; Scratchpad\u2014\u2014\u7eff\u8272\u53cc\u5411\uff0c\u591a Worker \u76f4\u63a5\u8bfb\u5199\uff0c\u4e0d\u8d70\u6743\u9650\u5ba1\u6279\u3002\u53f3\u4fa7\u4e09\u6761\u72ec\u7acb\u5361\u7247\u628a\u4e09\u901a\u9053\u7684\u65b9\u5411\u3001\u8f7d\u4f53\u3001\u8bed\u4e49\u5e76\u5217\u5199\u6e05\u3002\u5e95\u90e8\u7ea2\u5b57\u5e95\u6ce8\u91cd\u7533\u4e24\u6761\u7eaa\u5f8b\uff1a&quot;\u534f\u8c03\u8005\u4e0d\u662f\u4e00\u53f7 Worker \u00b7 Worker \u4e0d\u80fd\u9012\u5f52\u518d\u6d3e Worker \u00b7 \u4efb\u52a1\u6811\u59cb\u7ec8\u53ef\u56de\u653e&quot;\u3002&lt;\/p&gt;\n&lt;h3&gt;5.1 \u534f\u8c03\u8005\u7684\u4e0d\u5bf9\u79f0\uff1a\u53ea\u53d1\u724c\u4e0d\u51fa\u624b&lt;\/h3&gt;\n&lt;p&gt;\u534f\u8c03\u8005\u6a21\u5f0f\u7531 &lt;code&gt;COORDINATOR_MODE&lt;\/code&gt; \u7279\u6027 + \u73af\u5883\u53d8\u91cf\u542f\u7528\u3002\u4e00\u65e6\u8fdb\u5165\u8fd9\u79cd\u6a21\u5f0f\uff0c\u534f\u8c03\u8005&lt;strong&gt;\u53ea\u80fd\u7528 4 \u4ef6\u5de5\u5177&lt;\/strong&gt;\uff1a&lt;\/p&gt;\n&lt;table&gt;\n&lt;thead&gt;\n&lt;tr&gt;\n&lt;th&gt;\u534f\u8c03\u8005\u552f\u4e00\u53ef\u7528 4 \u5de5\u5177&lt;\/th&gt;\n&lt;th&gt;\u7528\u9014&lt;\/th&gt;\n&lt;\/tr&gt;\n&lt;\/thead&gt;\n&lt;tbody&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;strong&gt;AgentTool&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;\u6d3e\u51fa\u65b0 Worker&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;strong&gt;SendMessage&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;\u7ed9\u5df2\u5b58\u5728 Worker \u53d1\u4e00\u6761\u7eed\u6d3e\u6d88\u606f&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;strong&gt;TaskStop&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;\u505c\u6389\u4e00\u4e2a\u8dd1\u504f\u65b9\u5411\u7684 Worker&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;strong&gt;SyntheticOutput&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;\u5411\u7528\u6237\u5408\u6210\u6700\u7ec8\u56de\u7b54&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;\/tbody&gt;\n&lt;\/table&gt;\n&lt;p&gt;\u534f\u8c03\u8005&lt;strong&gt;\u4e0d\u80fd\u76f4\u63a5\u8bfb\u6587\u4ef6\u3001\u5199\u6587\u4ef6\u3001\u8dd1\u547d\u4ee4\u3001\u67e5\u641c\u7d22&lt;\/strong&gt;\u3002\u5b83\u5fc5\u987b\u628a\u6240\u6709\u52a8\u624b\u7684\u4e8b\u6d3e\u51fa\u53bb\u3002\u8fd9\u6761\u4e0d\u5bf9\u79f0\u7684\u597d\u5904\u53ea\u6709\u5728\u7cfb\u7edf\u8dd1\u4e45\u4e86\u624d\u770b\u5f97\u89c1\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;&lt;strong&gt;\u4efb\u52a1\u6811\u6c38\u8fdc\u4e24\u5c42&lt;\/strong&gt;\u3002Worker \u7684\u5de5\u5177\u767d\u540d\u5355\uff08\u00a75.2\uff09\u91cc&lt;strong&gt;\u663e\u5f0f\u6392\u9664\u4e86 AgentTool&lt;\/strong&gt;\u2014\u2014\u5f02\u6b65 Worker \u4e0d\u80fd\u518d\u6d3e Worker\u3002\u4e24\u5c42\u6811\u5929\u7136\u53ef\u56de\u653e\u3001\u53ef\u590d\u76d8\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u89d2\u8272\u63d0\u793a\u96f6\u4e92\u67d3&lt;\/strong&gt;\u3002\u534f\u8c03\u8005\u8d70 orchestrator \u7cfb\u7edf\u63d0\u793a\uff08\u5f3a\u8c03&quot;\u5148\u60f3\u6e05\u695a\u518d\u6d3e\u6d3b\u3001\u4e0d\u8981\u66ff Worker \u91cd\u8ff0\u53d1\u73b0\u3001Workers can&#8217;t see your conversation&quot;\uff09\uff0cWorker \u8d70 executor \u7cfb\u7edf\u63d0\u793a\uff08\u5f3a\u8c03&quot;\u5728\u8fb9\u754c\u5185\u628a\u4e8b\u505a\u5b8c\u3001\u81ea\u9a8c\u8bc1\u3001\u63d0\u4ea4 hash&quot;\uff09\u3002\u5373\u4f7f\u80cc\u540e\u662f\u540c\u4e00\u4e2a\u6a21\u578b\uff0c\u4e24\u79cd\u8eab\u4efd\u4e0d\u4f1a\u6f02\u79fb\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u534f\u8c03\u8005\u8f7b\u76c8&lt;\/strong&gt;\u3002\u5b83\u4e0d\u6301\u6709\u5927\u6587\u4ef6\u3001\u4e0d\u6301\u6709 Shell\u3001\u4e0d\u8fdb PostCompact \u7684\u9ad8\u6602\u6ce8\u5165\u3002\u8fd9\u8ba9\u5b83\u80fd\u5e76\u884c\u76ef\u591a\u4e2a Worker \u800c\u4e0d\u88ab\u4efb\u4f55\u5355\u4e2a Worker \u7684\u8f93\u51fa\u6d41\u6df9\u6ca1\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;h3&gt;5.2 \u5de5\u5177\u767d\u540d\u5355\uff1a\u786c\u7ea6\u675f\u7684\u771f\u5b9e\u6e05\u5355&lt;\/h3&gt;\n&lt;p&gt;\u5de5\u5177\u53ef\u89c1\u6027\u4e0d\u662f\u6309\u89d2\u8272&quot;\u770b\u5fc3\u60c5\u53d1&quot;\uff0c\u800c\u662f\u4e09\u7ec4\u4e92\u65a5\u7684\u660e\u6587\u96c6\u5408\uff1a&lt;\/p&gt;\n&lt;table&gt;\n&lt;thead&gt;\n&lt;tr&gt;\n&lt;th&gt;\u96c6\u5408&lt;\/th&gt;\n&lt;th&gt;\u5305\u542b&lt;\/th&gt;\n&lt;th&gt;\u89d2\u8272&lt;\/th&gt;\n&lt;\/tr&gt;\n&lt;\/thead&gt;\n&lt;tbody&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;strong&gt;ASYNC_AGENT_ALLOWED&lt;\/strong&gt;\uff08\u5f02\u6b65 Worker \u7684 15 \u4ef6\uff09&lt;\/td&gt;\n&lt;td&gt;FileRead \/ FileEdit \/ FileWrite \/ NotebookEdit \/ Grep \/ Glob \/ Shell\uff08\u591a\u540d\uff09\/ WebSearch \/ WebFetch \/ TodoWrite \/ Skill \/ SyntheticOutput \/ ToolSearch \/ EnterWorktree \/ ExitWorktree&lt;\/td&gt;\n&lt;td&gt;\u5f02\u6b65 Worker \u9ed8\u8ba4\u80fd\u7528\u8fd9\u4e00\u7ec4&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;strong&gt;IN_PROCESS_TEAMMATE_ALLOWED&lt;\/strong&gt;\uff08\u8fdb\u7a0b\u5185\u961f\u53cb\u7684\u989d\u5916 5 \u4ef6\uff09&lt;\/td&gt;\n&lt;td&gt;TaskCreate \/ TaskGet \/ TaskList \/ TaskUpdate \/ SendMessage\uff08\u53ef\u9009 Cron \u7cfb\u5217\uff09&lt;\/td&gt;\n&lt;td&gt;\u5728 Worker \u96c6\u5408\u4e4b\u4e0a\u989d\u5916\u5f00\u653e\uff0c\u8ba9\u961f\u53cb\u4e92\u76f8\u534f\u8c03&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;strong&gt;COORDINATOR_MODE_ALLOWED&lt;\/strong&gt;\uff08\u534f\u8c03\u8005\u7684 4 \u4ef6\uff09&lt;\/td&gt;\n&lt;td&gt;AgentTool \/ SendMessage \/ TaskStop \/ SyntheticOutput&lt;\/td&gt;\n&lt;td&gt;\u534f\u8c03\u8005\u552f\u4e00\u53ef\u7528&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;\/tbody&gt;\n&lt;\/table&gt;\n&lt;p&gt;&lt;strong&gt;ASYNC_AGENT_ALLOWED \u663e\u5f0f\u6392\u9664\u4ee5\u4e0b\u5de5\u5177&lt;\/strong&gt;\uff0c\u6bcf\u4e00\u6761\u90fd\u6709\u660e\u786e\u7406\u7531\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;&lt;strong&gt;AgentTool&lt;\/strong&gt; \u2014\u2014 \u9632\u6b62\u9012\u5f52 Worker \u6d3e Worker&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;TaskOutputTool&lt;\/strong&gt; \u2014\u2014 \u9632\u6b62\u9012\u5f52\u8bfb\u53d6\u53e6\u4e00\u4e2a Task \u7684\u8f93\u51fa&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;ExitPlanMode&lt;\/strong&gt; \u2014\u2014 Plan Mode \u662f\u4e3b\u7ebf\u7a0b\u62bd\u8c61&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;TaskStop&lt;\/strong&gt; \u2014\u2014 \u9700\u8981\u4e3b\u7ebf\u7a0b Task \u72b6\u6001\u8bbf\u95ee\u6743&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;MCP \/ ListMcpResources \/ ReadMcpResource&lt;\/strong&gt; \u2014\u2014 \u6682\u65f6\u6309 TBD \u5904\u7406&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;\u8fd9\u4efd\u767d\u540d\u5355\u4e0d\u662f\u6587\u6863\u5efa\u8bae\uff0c\u5b83\u7531 &lt;code&gt;filterToolsForAgent&lt;\/code&gt; \u5728\u6bcf\u6b21\u5de5\u5177\u96c6\u7ec4\u88c5\u65f6\u5b9e\u9645\u6267\u884c\uff1aMCP \u5de5\u5177\u653e\u884c\uff1bPlan \u6a21\u5f0f\u4e0b ExitPlanMode \u653e\u884c\uff1b\u547d\u4e2d ALL_AGENT_DISALLOWED \u4e00\u5f8b\u62d2\uff1b\u81ea\u5b9a\u4e49 Agent \u547d\u4e2d CUSTOM_AGENT_DISALLOWED \u62d2\uff1b&lt;code&gt;isAsync &amp;&amp; !ASYNC_AGENT_ALLOWED&lt;\/code&gt; \u62d2\uff0c\u4f46\u8fdb\u7a0b\u5185\u961f\u53cb\u4f8b\u5916\u5141\u8bb8 AgentTool \u4e0e\u4efb\u52a1\u5de5\u5177\u2014\u2014\u8fd9\u6761\u4f8b\u5916\u89c4\u5219\u5c31\u662f\u4e0a\u9762&quot;\u961f\u53cb 5 \u4ef6\u52a0\u83dc&quot;\u7684\u6e90\u7801\u843d\u5730\u3002&lt;\/p&gt;\n&lt;h3&gt;5.3 \u4e09\u6761\u901a\u8baf\u901a\u9053\u7684\u8bed\u4e49\u5206\u5de5&lt;\/h3&gt;\n&lt;p&gt;\u4e09\u6761\u901a\u9053\u627f\u8f7d\u4e09\u79cd\u5b8c\u5168\u4e0d\u540c\u7684\u8bed\u4e49\u3002\u6df7\u7528\u901a\u9053\u662f\u591a Agent \u7cfb\u7edf\u6700\u5e38\u89c1\u7684&quot;\u534f\u8bae\u8150\u70c2&quot;\u5f62\u6001\u2014\u2014Claude Code \u7684\u4e00\u6761\u7eaa\u5f8b\u5c31\u662f\uff1a&lt;strong&gt;\u4e0d\u540c\u8bed\u4e49\u7edd\u4e0d\u5171\u7528\u901a\u9053&lt;\/strong&gt;\u3002&lt;\/p&gt;\n&lt;table&gt;\n&lt;thead&gt;\n&lt;tr&gt;\n&lt;th&gt;\u901a\u9053&lt;\/th&gt;\n&lt;th&gt;\u65b9\u5411&lt;\/th&gt;\n&lt;th&gt;\u8f7d\u4f53&lt;\/th&gt;\n&lt;th&gt;\u627f\u8f7d\u8bed\u4e49&lt;\/th&gt;\n&lt;\/tr&gt;\n&lt;\/thead&gt;\n&lt;tbody&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;strong&gt;\u4efb\u52a1\u59d4\u6d3e&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;\u7236 \u2192 \u5b50&lt;\/td&gt;\n&lt;td&gt;&lt;code&gt;AgentTool&lt;\/code&gt; \/ &lt;code&gt;SendMessage&lt;\/code&gt; \u8c03\u7528 + \u7ed3\u679c\u56de\u6d41&lt;\/td&gt;\n&lt;td&gt;\u6574\u4f53\u4efb\u52a1\u4e0b\u53d1\u4e0e\u6700\u7ec8\u7ed3\u679c&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;strong&gt;\u5bf9\u7b49\u6d88\u606f&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;Worker \u2194 Worker&lt;\/td&gt;\n&lt;td&gt;\u6587\u4ef6\u90ae\u7bb1\uff08\u6309\u56e2\u961f + agent \u540d\u9694\u79bb\u7684 &lt;code&gt;inbox.json&lt;\/code&gt;\uff09&lt;\/td&gt;\n&lt;td&gt;\u4e2d\u95f4\u534f\u5546\u3001\u72b6\u6001\u540c\u6b65\u3001\u8fdb\u5ea6\u901a\u62a5&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;&lt;strong&gt;\u5171\u4eab\u8bb0\u4e8b\u672c&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;\u591a Worker \u2194 \u5171\u4eab\u78c1\u76d8\u76ee\u5f55&lt;\/td&gt;\n&lt;td&gt;Scratchpad \u76ee\u5f55\uff08\u65e0\u6743\u9650\u5ba1\u6279\uff09&lt;\/td&gt;\n&lt;td&gt;\u5927\u5bf9\u8c61\u4e2d\u8f6c\uff1a\u63a5\u53e3\u5217\u8868\u3001\u626b\u63cf\u7ed3\u679c\u3001\u6587\u4ef6\u5206\u7247&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;\/tbody&gt;\n&lt;\/table&gt;\n&lt;p&gt;&lt;strong&gt;\u901a\u9053\u4e00\u00b7\u4efb\u52a1\u59d4\u6d3e&lt;\/strong&gt;\u7684\u56de\u6d41\u683c\u5f0f\u5f88\u5173\u952e\u3002Worker \u5b8c\u6210\u65f6\uff0c\u7ed3\u679c\u4f1a\u4f5c\u4e3a\u4e00\u6761 &lt;strong&gt;user-role \u6d88\u606f&lt;\/strong&gt;\u6ce8\u5165\u534f\u8c03\u8005\u7684 transcript\uff0c\u6b63\u6587\u662f\u7ed3\u6784\u5316\u7684 &lt;code&gt;&lt;task-notification&gt;&lt;\/code&gt; XML\uff1a&lt;\/p&gt;\n&lt;pre&gt;&lt;code class=&quot;language-xml&quot;&gt;&lt;task-notification&gt;\n  &lt;task-id&gt;{agentId}&lt;\/task-id&gt;\n  &lt;status&gt;completed | failed | killed&lt;\/status&gt;\n  &lt;summary&gt;{human-readable status summary}&lt;\/summary&gt;\n  &lt;result&gt;{agent&#039;s final text response}&lt;\/result&gt;\n  &lt;usage&gt;\n    &lt;total_tokens&gt;N&lt;\/total_tokens&gt;\n    &lt;tool_uses&gt;N&lt;\/tool_uses&gt;\n    &lt;duration_ms&gt;N&lt;\/duration_ms&gt;\n  &lt;\/usage&gt;\n&lt;\/task-notification&gt;&lt;\/code&gt;&lt;\/pre&gt;\n&lt;p&gt;\u534f\u8c03\u8005\u7684\u7cfb\u7edf\u63d0\u793a\u91cc\u6709\u4e00\u6bb5\u660e\u786e\u53ee\u5631\uff1a&quot;\u8fd9\u770b\u8d77\u6765\u50cf user \u6d88\u606f\u4f46\u4e0d\u662f user \u6d88\u606f\uff0c\u8981\u9760 &lt;code&gt;&lt;task-notification&gt;&lt;\/code&gt; \u5f00\u5934\u6807\u7b7e\u533a\u5206\uff1b\u7528 &lt;code&gt;task-id&lt;\/code&gt; \u4f5c\u4e3a &lt;code&gt;to&lt;\/code&gt; \u7eed\u6d3e\uff1b&lt;code&gt;&lt;result&gt;&lt;\/code&gt;\/&lt;code&gt;&lt;usage&gt;&lt;\/code&gt; \u53ef\u7f3a\u7701&quot;\u3002\u8fd9\u6761\u534f\u8bae\u628a&quot;\u7236\u5b50\u600e\u4e48\u5bf9\u8bdd&quot;\u4ece\u9690\u5f0f\u7ea6\u5b9a\u5347\u7ea7\u4e3a\u673a\u5668\u53ef\u89e3\u6790\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;\u901a\u9053\u4e8c\u00b7\u5bf9\u7b49\u6d88\u606f&lt;\/strong&gt;\u7684\u8f7d\u4f53\u770b\u8d77\u6765\u5f88&quot;\u571f&quot;\u2014\u2014\u4e00\u4e2a\u78c1\u76d8\u4e0a\u7684 JSON \u6587\u4ef6\u3001\u4e00\u628a\u6587\u4ef6\u9501\u3001\u4e00\u6bb5\u9000\u907f\u91cd\u8bd5\u3002\u4f46\u5b83\u6362\u6765\u4e09\u4ef6\u4e8b\uff1a\u53ef\u89c2\u6d4b\uff08\u4efb\u610f\u65f6\u523b cat \u51fa\u6765\u68c0\u67e5\uff09\u3001\u5f02\u6b65\uff08\u53d1\u5b8c\u4e0d\u5fc5\u7b49\u56de\u590d\uff09\u3001\u96f6\u989d\u5916\u57fa\u7840\u8bbe\u65bd\u3002\u4ee3\u4ef7\u662f\u4e0d\u9002\u5408\u6bcf\u79d2\u6570\u767e\u6761\u6d88\u606f\u7684\u6781\u9ad8\u9891\u534f\u4f5c\u2014\u2014\u8fd9\u79cd\u573a\u666f Claude Code \u4e0d\u662f\u5b83\u7684\u76ee\u6807\u5e02\u573a\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;\u901a\u9053\u4e09\u00b7\u5171\u4eab\u8bb0\u4e8b\u672c&lt;\/strong&gt;\u4e0e&quot;\u8bb0\u5fc6&quot;\u7684\u8fb9\u754c\u662f\u65f6\u95f4\u5c3a\u5ea6\uff1aScratchpad \u8de8 Worker \u4f46&lt;strong&gt;\u4e0d\u8de8\u4f1a\u8bdd&lt;\/strong&gt;\uff1b\u8bb0\u5fc6\u8de8\u4f1a\u8bdd\u751a\u81f3\u8de8\u9879\u76ee\uff08\u8be6\u89c1 \u00a76\uff09\u3002&lt;\/p&gt;\n&lt;h3&gt;5.4 \u59d4\u6d3e\u65f6\u5e8f&lt;\/h3&gt;\n&lt;p&gt;\u628a\u8fd9\u4e09\u6761\u901a\u9053\u653e\u56de\u4e00\u6b21\u5b8c\u6574\u59d4\u6d3e\u7684\u65f6\u5e8f\u91cc\uff0c\u4f1a\u5f97\u5230\u4e0b\u9762\u8fd9\u5f20\u56fe\uff1a&lt;\/p&gt;\n&lt;pre&gt;&lt;code class=&quot;language-mermaid&quot;&gt;sequenceDiagram\n    autonumber\n    participant U as \u7528\u6237\n    participant C as \u534f\u8c03\u8005\n    participant A as AgentTool \/ TaskCreate\n    participant W as Worker (Local \/ Remote \/ Teammate)\n    participant O as \u4efb\u52a1\u8f93\u51fa\u57fa\u677f\n\n    U-&gt;&gt;C: \u63d0\u4ea4\u8bf7\u6c42\n    C-&gt;&gt;C: \u89c4\u5212 \u00b7 \u5199 Todo \/ Brief\n    C-&gt;&gt;A: \u59d4\u6d3e \u00b7 \u76ee\u6807 + \u7ea6\u675f + Worker \u89d2\u8272\u63d0\u793a\n    A-&gt;&gt;W: \u5b9e\u4f8b\u5316 Task \u00b7 \u5206\u914d id \u4e0e\u5de5\u5177\u5b50\u96c6\n    W--&gt;&gt;O: \u6d41\u5f0f\u8f93\u51fa \u00b7 \u6d3b\u52a8\u8ffd\u8e2a \u00b7 token \u8bb0\u8d26\n    W-&gt;&gt;A: \u5b8c\u6210 \u00b7 \u8fd4\u56de transcript \u5f15\u7528\n    A-&gt;&gt;C: \u6ce8\u5165 &lt;task-notification&gt; XML \u5230\u534f\u8c03\u8005 user \u6d88\u606f\u6d41\n    C-&gt;&gt;C: \u805a\u5408 \u00b7 \u590d\u76d8 \u00b7 \u51b3\u5b9a\u4e0b\u4e00\u6b65\n    alt \u7eed\u6d3e\n        C-&gt;&gt;W: SendMessage(to=task_id)\n    else \u5168\u90e8\u5b8c\u6210\n        C--&gt;&gt;U: SyntheticOutput \u00b7 \u6700\u7ec8\u56de\u7b54\n    end&lt;\/code&gt;&lt;\/pre&gt;\n&lt;p&gt;\u4e00\u6761\u5bb9\u6613\u88ab\u5ffd\u7565\u7684\u7ec6\u8282\uff1aWorker \u7684\u6d41\u5f0f\u8f93\u51fa&lt;strong&gt;\u76f4\u63a5\u8fdb\u4efb\u52a1\u8f93\u51fa\u57fa\u677f&lt;\/strong&gt;\uff0c\u4e0d\u9700\u8981\u5148\u56de\u5230\u534f\u8c03\u8005\u518d\u8f6c\u51fa\u53bb\u3002\u534f\u8c03\u8005\u53ea\u5728\u6c47\u603b\u73af\u8282\u53bb\u8bfb\u57fa\u677f\uff0c\u4e0d\u627f\u62c5\u5b9e\u65f6\u8f6c\u53d1\u7684\u804c\u8d23\u3002\u8fd9\u662f\u534f\u8c03\u8005\u80fd\u5e76\u884c\u76ef\u591a\u4e2a Worker \u8fd8\u4e0d\u88ab\u6df9\u6ca1\u7684\u5de5\u7a0b\u57fa\u7840\u3002&lt;\/p&gt;\n&lt;h3&gt;5.5 \u8fdc\u7aef Agent \u4e0e\u672c\u5730\u7b49\u540c&lt;\/h3&gt;\n&lt;p&gt;\u8fdc\u7aef Agent \u5728\u8fd9\u5f20\u62d3\u6251\u91cc\u8ddf\u672c\u5730 Worker \u51e0\u4e4e\u6ca1\u5dee\u522b\u3002\u901a\u8fc7 Bridge + RemoteTrigger\uff0c\u8fdc\u7aef\u88ab\u5305\u6210\u4e00\u4e2a id \u524d\u7f00\u4e3a &lt;code&gt;r&lt;\/code&gt; \u7684\u6807\u51c6 Task\uff1a\u76f8\u540c\u7684\u751f\u547d\u5468\u671f\u3001\u76f8\u540c\u7684\u8f93\u51fa\u57fa\u677f\u63a5\u53e3\u3001\u76f8\u540c\u7684 &lt;code&gt;&lt;task-notification&gt;&lt;\/code&gt; \u56de\u6d41\u683c\u5f0f\u3002\u4e00\u6b21\u4efb\u52a1\u4ece\u672c\u5730\u642c\u5230\u8fdc\u7aef\uff0c&lt;strong&gt;\u4e0d\u9700\u8981\u6539\u534f\u8c03\u8005\u7684\u63d0\u793a\u8bcd\u3001\u4e0d\u9700\u8981\u6539\u4efb\u52a1\u6811\u5f62\u72b6\u3001\u4e0d\u9700\u8981\u6539\u8c03\u7528\u65b9\u5fc3\u667a\u6a21\u578b&lt;\/strong&gt;\u3002\u8fd9\u662f \u00a74 &quot;\u5f62\u6001\u516d\u53d8\u3001\u5951\u7ea6\u4e0d\u53d8&quot;\u5728\u591a Agent \u5e73\u9762\u4e0a\u7684\u76f4\u63a5\u7ea2\u5229\u3002&lt;\/p&gt;\n&lt;hr \/&gt;\n&lt;h2&gt;6. \u8bb0\u5fc6\u4e09\u5206\u5c42\uff1a\u53ef\u8bfb\u76ee\u5f55 + 5 \u69fd\u4f4d\u9009\u62e9\u5668&lt;\/h2&gt;\n&lt;p&gt;&lt;img width=&quot;100%&quot; src=&quot;http:\/\/weizn.net\/wp-content\/uploads\/2026\/05\/post-1079-6a003d3f39fe9.png&quot; \/&gt;&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;\u56fe\u91ca&lt;\/strong&gt;\uff1a\u4e0a\u65b9\u4e09\u5f20\u5e76\u5217\u5361\u7247\u5c55\u793a\u4e09\u79cd\u4f5c\u7528\u57df\u2014\u2014\u4e2a\u4eba\u8bb0\u5fc6\uff08\u79c1\u6709\u3001\u8de8\u9879\u76ee\u3001\u5bb6\u76ee\u5f55\u9690\u85cf\u76ee\u5f55\uff09\/ \u56e2\u961f\u8bb0\u5fc6\uff08\u6309 team \u540d\u524d\u7f00\u9694\u79bb\u3001\u7ec4\u5185\u5171\u4eab gotchas\uff09\/ Scratchpad\uff08\u8de8 Worker \u6301\u4e45\u4f46\u4e0d\u8de8\u4f1a\u8bdd\uff09\uff0c\u6bcf\u5361\u660e\u793a\u4f5c\u7528\u57df\u3001\u5b58\u50a8\u4f4d\u7f6e\u3001\u7528\u4f8b\u3001\u7279\u70b9\u56db\u6761\u4e8b\u5b9e\u3002\u4e0b\u65b9\u4e00\u6761\u6a2a\u8d2f\u957f\u6761&quot;\u76f8\u5173\u6027\u53ec\u56de\u6d41\u6c34\u7ebf&quot;\u5c55\u5f00\u4e09\u6bb5\u5f0f\uff1a\u2460 \u5165\u53e3\u7d22\u5f15 &lt;code&gt;MEMORY.md&lt;\/code&gt;\uff08\u53cc\u62a4\u680f \u2264200 \u884c \/ \u226425 KB \u00b7 \u8d85\u9650\u5148\u6309\u884c\u88c1\u518d\u6309\u5b57\u8282\u88c1\u5230\u6700\u8fd1\u6362\u884c \u00b7 \u6587\u672b\u8ffd\u52a0\u622a\u65ad\u8b66\u544a \u00b7 \u76f4\u63a5\u6ce8\u5165\u7cfb\u7edf\u63d0\u793a\uff09\u2192 \u2461 \u4e3b\u9898\u6587\u4ef6\u9635\u5217\uff08\u6bcf\u6587\u4ef6\u72ec\u7acb\u3001\u542b frontmatter\u3001\u6309 mtime \u8bb0\u65b0\u9c9c\u5ea6\u3001\u53ef\u88ab\u9009\u62e9\u5668\u6309\u9700\u53ec\u56de\uff09\u2192 \u2462 \u76f8\u5173\u6027\u9009\u62e9\u5668\uff08Sonnet side-query \u00b7 5 \u69fd\u4f4d\u9884\u7b97 \u00b7 \u8f93\u5165=\u7528\u6237\u67e5\u8be2+\u4e3b\u9898 headers+\u6700\u8fd1\u4f7f\u7528\u5de5\u5177 \u00b7 &lt;code&gt;alreadySurfaced&lt;\/code&gt; \u6392\u9664\u96c6 \u00b7 &lt;code&gt;recentTools&lt;\/code&gt; \u4f8b\u5916\u89c4\u5219\u2014\u2014gotcha\/warning \u7c7b\u5fc5\u53ec\u56de \u00b7 \u7a7a\u9009\u62e9\u4e5f\u6253\u70b9\uff09\u3002\u53f3\u4fa7 &lt;code&gt;MEMORY_SHAPE_TELEMETRY&lt;\/code&gt; \u628a\u9009\u62e9\u7387\u3001\u53ec\u56de\u566a\u58f0\u7b49\u6307\u6807\u957f\u671f\u53ef\u89c2\u6d4b\u5316\u3002\u5e95\u90e8\u4e00\u53e5\u8bdd\u603b\u7eb2\uff1a&quot;\u4e0d\u9760\u5411\u91cf\u9760\u76ee\u5f55\uff0c\u4e0d\u9760\u5168\u91cf\u6ce8\u5165\u9760\u4e00\u6b21 5 \u69fd\u4f4d\u7684\u7cbe\u786e\u6311\u9009&quot;\u3002&lt;\/p&gt;\n&lt;p&gt;\u00a73 \u89e3\u51b3\u4e86&quot;\u5355\u6b21\u4f1a\u8bdd\u5185\u4e0a\u4e0b\u6587\u5982\u4f55\u4e0d\u5d29&quot;\u3002\u8fd8\u6709\u53e6\u4e00\u4e2a\u72ec\u7acb\u95ee\u9898\uff1a&lt;strong&gt;\u8de8\u4f1a\u8bdd\u3001\u8de8\u9879\u76ee\u3001\u8de8\u4eba\u7684\u7ecf\u9a8c\u5982\u4f55\u6c89\u6dc0\u3001\u53c8\u5982\u4f55\u88ab\u8c03\u56de\u6765\uff1f&lt;\/strong&gt;&lt;\/p&gt;\n&lt;p&gt;\u5e38\u89c1\u505a\u6cd5\u662f\u5411\u91cf\u5e93\u2014\u2014\u5207\u5757\u3001\u5d4c\u5165\u3001\u76f8\u4f3c\u5ea6\u68c0\u7d22\u3002Claude Code \u9009\u62e9\u4e86\u4e00\u6761\u53cd\u6f6e\u6d41\u7684\u8def\u5f84\uff1a\u8bb0\u5fc6\u662f\u4e00\u68f5&lt;strong&gt;\u53ef\u88ab\u4eba\u7c7b\u9605\u8bfb\u7684\u76ee\u5f55\u6811&lt;\/strong&gt;\uff0c\u53ec\u56de\u4ea4\u7ed9\u4e00\u6b21\u5c0f\u578b LLM \u8c03\u7528\u800c\u4e0d\u662f\u76f8\u4f3c\u5ea6\u51fd\u6570\u3002&lt;\/p&gt;\n&lt;h3&gt;6.1 \u4e09\u5206\u5c42\uff1a\u6309\u53ef\u89c1\u8fb9\u754c\u5207\u5206&lt;\/h3&gt;\n&lt;p&gt;\u7b2c\u4e00\u5c42\u5207\u5206\u4e0d\u6309\u5185\u5bb9\u3001\u6309\u53ef\u89c1\u8fb9\u754c\uff1a&lt;\/p&gt;\n&lt;table&gt;\n&lt;thead&gt;\n&lt;tr&gt;\n&lt;th&gt;\u5206\u5c42&lt;\/th&gt;\n&lt;th&gt;\u4f5c\u7528\u57df&lt;\/th&gt;\n&lt;th&gt;\u843d\u5730\u4f4d\u7f6e&lt;\/th&gt;\n&lt;th&gt;\u5178\u578b\u5185\u5bb9&lt;\/th&gt;\n&lt;\/tr&gt;\n&lt;\/thead&gt;\n&lt;tbody&gt;\n&lt;tr&gt;\n&lt;td&gt;\u4e2a\u4eba\u8bb0\u5fc6&lt;\/td&gt;\n&lt;td&gt;\u79c1\u6709\uff0c\u8de8\u9879\u76ee&lt;\/td&gt;\n&lt;td&gt;\u7528\u6237\u5bb6\u76ee\u5f55\u9690\u85cf\u76ee\u5f55&lt;\/td&gt;\n&lt;td&gt;\u504f\u597d\u3001\u5feb\u6377\u6307\u4ee4\u3001\u4e2a\u4eba\u8e29\u5751\u6559\u8bad&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u56e2\u961f\u8bb0\u5fc6&lt;\/td&gt;\n&lt;td&gt;\u56e2\u961f\u524d\u7f00\u9694\u79bb\uff0c\u7ec4\u5185\u5171\u4eab&lt;\/td&gt;\n&lt;td&gt;&lt;code&gt;~\/.claude\/teams\/{team}\/...&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u5386\u53f2\u9057\u7559\u95ee\u9898\u7684\u4fee\u590d\u7b14\u8bb0\u3001\u89c4\u907f\u65b9\u6cd5&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;Scratchpad&lt;\/td&gt;\n&lt;td&gt;\u8de8 Worker\uff0c&lt;strong&gt;\u4e0d\u8de8\u4f1a\u8bdd&lt;\/strong&gt;&lt;\/td&gt;\n&lt;td&gt;\u534f\u8c03\u8005\u63d0\u4f9b\u7684\u5171\u4eab\u76ee\u5f55&lt;\/td&gt;\n&lt;td&gt;\u672c\u6b21\u4efb\u52a1\u7684\u4e2d\u95f4\u8fc7\u7a0b\u7269&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;\/tbody&gt;\n&lt;\/table&gt;\n&lt;p&gt;\u4f5c\u7528\u57df\u786c\u8fb9\u754c\u6362\u6765\u4e24\u4ef6\u4e8b\uff1a\u8fb9\u754c\u4e0d\u6f02\u79fb\uff08\u56e2\u961f\u8bb0\u5fc6\u4e0d\u4f1a\u6cc4\u6f0f\u5230\u6240\u6709\u9879\u76ee\uff09\u3001\u9897\u7c92\u4e0d\u5931\u63a7\uff08Scratchpad \u4e0d\u4f1a\u6c89\u6dc0\u6210\u6c38\u4e45\u77e5\u8bc6\uff09\u3002\u8fd9\u662f\u8bb0\u5fc6\u7cfb\u7edf\u7684\u7b2c\u4e00\u9053\u7eaa\u5f8b\u3002&lt;\/p&gt;\n&lt;h3&gt;6.2 \u5165\u53e3\u7d22\u5f15\uff1a\u5e26\u53cc\u62a4\u680f\u7684 MEMORY.md&lt;\/h3&gt;\n&lt;p&gt;\u8bb0\u5fc6\u76ee\u5f55\u91cc\u4e0d\u653e\u6210\u767e\u4e0a\u5343\u7bc7\u96f6\u6563\u6587\u4ef6\u3002\u5b83\u6709\u4e00\u4e2a\u660e\u786e\u7684\u5165\u53e3\u6587\u4ef6 &lt;code&gt;MEMORY.md&lt;\/code&gt;\uff0c\u88ab\u76f4\u63a5\u6ce8\u5165\u7cfb\u7edf\u63d0\u793a\u2014\u2014&lt;strong&gt;\u6bcf\u4e00\u8f6e\u5faa\u73af\u7684\u4e0a\u4e0b\u6587\u91cc\u90fd\u80fd\u770b\u5230\u5b83&lt;\/strong&gt;\u3002&lt;\/p&gt;\n&lt;p&gt;\u6b63\u56e0\u4e3a\u5b83\u8981\u5e38\u9a7b\u7cfb\u7edf\u63d0\u793a\uff0c\u5b83\u5fc5\u987b\u7626\u3002\u4e24\u6761\u5f3a\u5236\u62a4\u680f\u540c\u65f6\u751f\u6548\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;&lt;strong&gt;\u884c\u6570\u4e0a\u9650\uff1a\u2264 200 \u884c&lt;\/strong&gt;&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u5b57\u8282\u4e0a\u9650\uff1a\u2264 25 KB&lt;\/strong&gt;&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;\u4efb\u610f\u4e00\u6761\u88ab\u89e6\u53d1\u5c31\u542f\u52a8\u622a\u65ad\u3002\u622a\u65ad\u4e0d\u76f2\u76ee\uff1a\u5148\u6309\u884c\u88c1\u5230 200 \u884c\uff0c\u518d\u6309\u5b57\u8282\u88c1\u5230\u6700\u8fd1\u4e00\u4e2a\u6362\u884c\u4f4d\u7f6e\uff08\u907f\u514d\u534a\u884c\u622a\u65ad\uff09\uff0c\u88c1\u5b8c\u5728\u6587\u672b\u8ffd\u52a0\u4e00\u6bb5\u8b66\u544a\u2014\u2014\u660e\u6587\u544a\u8bc9\u6a21\u578b&quot;\u672c\u7d22\u5f15\u88ab\u622a\u65ad\u4e86\uff0c\u628a\u7ec6\u8282\u632a\u5230\u4e3b\u9898\u6587\u4ef6\u91cc\u53bb&quot;\u3002&lt;\/p&gt;\n&lt;p&gt;\u8fd9\u6761\u8bbe\u8ba1\u627f\u8ba4\u4e86\u4e00\u4e2a\u771f\u76f8\uff1a&lt;strong&gt;\u7d22\u5f15\u662f\u7cfb\u7edf\u63d0\u793a\u7684\u4e00\u90e8\u5206\uff0c\u5b83\u8d8a\u81c3\u80bf\u8d8a\u8d35\uff0c\u8d8a\u8d35\u8d8a\u8981\u88ab\u538b\u7f29&lt;\/strong&gt;\u3002\u4e0e\u5176\u8ba9\u5b83\u6084\u6084\u53d8\u80d6\uff0c\u4e0d\u5982\u5728\u9608\u503c\u5904\u5f3a\u884c\u6253\u4e00\u6b21\u8b66\u793a\uff0c\u903c\u7528\u6237\u6216 Agent \u628a\u7ec6\u8282\u642c\u5230\u4e3b\u9898\u6587\u4ef6\u3002\u7d22\u5f15\u548c\u4e3b\u9898\u7684\u5206\u5de5\u662f\u5728\u62a4\u680f\u9a71\u52a8\u4e0b\u81ea\u7136\u6f14\u5316\u7684\u3002&lt;\/p&gt;\n&lt;h3&gt;6.3 \u4e3b\u9898\u6587\u4ef6\u9635\u5217\uff1a\u8ba9\u7ec6\u8282\u6709\u81ea\u5df1\u7684\u5bb6&lt;\/h3&gt;\n&lt;p&gt;\u6bcf\u4e2a\u4e3b\u9898\u4e00\u4e2a\u6587\u4ef6\u3002\u6587\u4ef6\u5f00\u5934\u6709\u4e00\u6bb5 frontmatter\uff08\u6807\u9898\u3001\u63cf\u8ff0\u3001\u7c7b\u578b\uff09\u2014\u2014&lt;strong&gt;\u7ed9\u53ec\u56de\u9636\u6bb5\u8bfb\u7684\uff0c\u4e0d\u662f\u7ed9\u6700\u7ec8\u6ce8\u5165\u8bfb\u7684&lt;\/strong&gt;\u3002\u6587\u4ef6\u6b63\u6587\u53ef\u4ee5\u5199\u5f97\u5f88\u8be6\u5c3d\uff1a\u4ee3\u7801\u793a\u4f8b\u3001\u6765\u9f99\u53bb\u8109\u3001\u6574\u5957\u51b3\u7b56\u8fc7\u7a0b\u90fd\u884c\u3002&lt;\/p&gt;\n&lt;p&gt;\u6587\u4ef6\u6309 mtime \u8bb0\u65b0\u9c9c\u5ea6\u3002\u65b0\u9c9c\u5ea6\u4e0d\u662f\u6392\u5e8f\u952e\uff0c\u800c\u662f&lt;strong&gt;\u544a\u8bc9\u6a21\u578b&quot;\u8fd9\u6761\u8bb0\u5fc6\u8ddd\u4eca\u591a\u4e45\u4e86&quot;&lt;\/strong&gt;\u3002\u9648\u5e74\u8bb0\u5fc6\u88ab\u8bef\u7528\u4e3a\u65b0\u9c9c\u4e8b\u5b9e\uff0c\u662f\u6240\u6709\u957f\u671f\u8fd0\u884c Agent \u6700\u5bb9\u6613\u683d\u7684\u5751\u2014\u2014\u8fd9\u6761 mtime \u4fe1\u606f\u662f\u515c\u5e95\u3002&lt;\/p&gt;\n&lt;h3&gt;6.4 \u76f8\u5173\u6027\u9009\u62e9\u5668\uff1a\u4e00\u6b21 5 \u69fd\u4f4d\u7684\u7cbe\u786e\u6311\u9009&lt;\/h3&gt;\n&lt;p&gt;\u771f\u6b63\u8ba9\u8fd9\u5957\u76ee\u5f55\u6811\u5347\u7ea7\u4e3a&quot;\u6709\u8bed\u4e49\u53ec\u56de\u80fd\u529b&quot;\u7684\uff0c\u662f\u76f8\u5173\u6027\u9009\u62e9\u5668\u3002\u5b83\u4e0d\u662f\u5411\u91cf\u5339\u914d\uff0c\u800c\u662f\u4e00\u6b21&lt;strong&gt;\u4fa7\u94fe LLM \u8c03\u7528&lt;\/strong&gt;\uff1a\u628a\u5f53\u524d\u7528\u6237\u8bf7\u6c42 + \u6240\u6709\u5019\u9009\u4e3b\u9898\u7684 frontmatter + \u6700\u8fd1\u4f7f\u7528\u8fc7\u7684\u5de5\u5177\u4e00\u8d77\u5582\u7ed9\u4e00\u4e2a\u5c0f Sonnet \u6a21\u578b\uff0c\u8ba9\u5b83\u6311\u51fa&lt;strong&gt;\u81f3\u591a 5 \u4e2a&lt;\/strong&gt;\u4e3b\u9898\u8fdb\u5165\u672c\u8f6e\u4e0a\u4e0b\u6587\u3002&lt;\/p&gt;\n&lt;p&gt;\u8fd9\u6b21\u8c03\u7528\u7684\u51e0\u4e2a\u5173\u952e\u7ea6\u675f\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;&lt;strong&gt;\u69fd\u4f4d\u9884\u7b97\u786c\u4e0a\u9650 5&lt;\/strong&gt;\u3002\u7ed9 10 \u6761\u4e0e\u7ed9 5 \u6761\u76f8\u6bd4\uff0c\u524d\u8005\u53cd\u800c\u8ba9\u6a21\u578b\u5206\u5fc3\uff1b\u5982\u679c\u4e00\u8f6e\u771f\u7684\u88c5\u4e0d\u4e0b\uff0c\u7559\u7ed9\u4e0b\u4e00\u8f6e\u7ee7\u7eed\u53ec\u56de\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;&lt;code&gt;alreadySurfaced&lt;\/code&gt; \u6392\u9664\u96c6&lt;\/strong&gt;\u3002\u672c\u4f1a\u8bdd\u5df2\u7ecf\u9732\u51fa\u8fc7\u7684\u8bb0\u5fc6\u4e0d\u518d\u91cd\u590d\u5360\u7528\u69fd\u4f4d\u2014\u2014\u53ec\u56de\u9884\u7b97\u5e94\u8be5\u82b1\u5728\u65b0\u9c9c\u5019\u9009\u4e0a\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;&lt;code&gt;recentTools&lt;\/code&gt; \u8fc7\u6ee4\u89c4\u5219 + \u4f8b\u5916&lt;\/strong&gt;\u3002\u5982\u679c\u7528\u6237\u521a\u5728\u7528 grep\uff0c\u90a3\u4e48&quot;grep \u7684 API \u6587\u6863&quot;\u7c7b\u8bb0\u5fc6&lt;strong&gt;\u4e0d\u5fc5\u53ec\u56de&lt;\/strong&gt;\u2014\u2014Agent \u5df2\u7ecf\u5728\u6d3b\u8dc3\u4f7f\u7528\u5b83\u4e86\u3002\u4f46\u6709\u4e00\u6761\u5173\u952e\u4f8b\u5916\uff1a&lt;strong&gt;\u5173\u4e8e\u8fd9\u4e2a\u5de5\u5177\u7684 gotcha \/ \u5df2\u77e5\u7f3a\u9677 \/ \u8b66\u544a\u7c7b\u8bb0\u5fc6\u4ecd\u8981\u53ec\u56de&lt;\/strong&gt;\u3002\u8fd9\u6761\u89c4\u5219\u533a\u5206\u4e86&quot;\u76f8\u5173\u6027&quot;\u548c&quot;\u6709\u7528\u6027&quot;\u2014\u2014\u4e00\u4e2a\u5de5\u5177\u88ab\u9891\u7e41\u4f7f\u7528\u6070\u6070\u662f\u5b83\u7684 warning \u6700\u8be5\u9732\u9762\u7684\u65f6\u523b\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u7a7a\u9009\u62e9\u4e5f\u6253\u70b9&lt;\/strong&gt;\u3002\u672c\u8f6e\u54ea\u6015\u4e00\u6761\u90fd\u6ca1\u6311\u4e0a\uff0c\u4e5f\u8bb0\u4e00\u6b21\u7a7a\u9009\u62e9\u4e8b\u4ef6\u3002\u8fd9\u8ba9&quot;\u9009\u62e9\u7387&quot;\u53d8\u6210\u53ef\u88ab\u957f\u671f\u5ea6\u91cf\u7684\u6307\u6807\u2014\u2014\u9009\u62e9\u7387\u592a\u4f4e\u3001\u67d0\u4e9b\u4e3b\u9898\u5e38\u5e74\u4e0d\u88ab\u53ec\u56de\u3001header \u63cf\u8ff0\u8981\u4e0d\u8981\u6539\u2014\u2014\u8fd9\u4e9b\u95ee\u9898\u53ea\u6709\u7a7a\u9009\u62e9\u88ab\u6253\u70b9\u65f6\u624d\u80fd\u88ab\u5206\u6790\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;\u52a0\u4e0a\u9065\u6d4b\u5c42 &lt;code&gt;MEMORY_SHAPE_TELEMETRY&lt;\/code&gt;\uff0c\u6574\u5957\u8bb0\u5fc6\u5b50\u7cfb\u7edf\u7684\u5065\u5eb7\u5ea6\u662f\u53ef\u89c2\u6d4b\u3001\u53ef\u6f14\u5316\u7684\u3002&lt;\/p&gt;\n&lt;h3&gt;6.5 \u4e3a\u4ec0\u4e48\u4e0d\u8d70\u5411\u91cf\uff1f&lt;\/h3&gt;\n&lt;p&gt;\u4e09\u6761\u7406\u7531\u90fd\u85cf\u5728\u524d\u9762\u7684\u8bbe\u8ba1\u91cc\uff1a&lt;\/p&gt;\n&lt;ol&gt;\n&lt;li&gt;&lt;strong&gt;\u53ef\u8bfb\u6027\u6bd4\u76f8\u4f3c\u5ea6\u66f4\u91cd\u8981&lt;\/strong&gt;\u3002\u6253\u5f00 &lt;code&gt;MEMORY.md&lt;\/code&gt; \u80fd\u8fc5\u901f\u770b\u89c1&quot;\u6211\u7684\u8bb0\u5fc6\u91cc\u6709\u4ec0\u4e48&quot;\uff1b\u6253\u5f00\u5411\u91cf\u5e93\u53ea\u80fd\u770b\u4e00\u5806\u6d6e\u70b9\u6570\u3002\u8bb0\u5fc6\u4e0d\u53ea\u7ed9\u6a21\u578b\u770b\uff0c\u4e5f\u7ed9\u5b83\u7684\u62e5\u6709\u8005\u770b\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u7d22\u5f15 + \u4e3b\u9898\u4e8c\u6bb5\u5f0f\u5929\u7136\u652f\u6301&quot;\u4f4e\u6ce8\u5165\u3001\u6309\u9700\u52a0\u8f7d&quot;&lt;\/strong&gt;\u3002\u7d22\u5f15\u5e38\u9a7b\u7cfb\u7edf\u63d0\u793a\uff0c\u4e3b\u9898\u61d2\u52a0\u8f7d\u3002\u5411\u91cf\u5e93\u5f88\u96be\u505a\u5230\u8fd9\u79cd&quot;\u9009\u62e9\u6027\u53ef\u89c1&quot;\u3002&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u76f8\u5173\u6027\u4ea4\u7ed9\u8bed\u4e49\u6a21\u578b\uff0c\u6bd4\u4ea4\u7ed9\u76f8\u4f3c\u5ea6\u51fd\u6570\u66f4\u8d34\u8fd1\u4eba&lt;\/strong&gt;\u3002Sonnet \u5728\u7406\u89e3&quot;\u5de5\u5177\u7684 API \u6587\u6863\u4e0d\u5fc5\u518d\u53ec\u56de\u4f46\u5b83\u7684 gotcha \u4e00\u5b9a\u8981\u53ec\u56de&quot;\u8fd9\u79cd\u5fae\u5999\u89c4\u5219\u4e0a\uff0c\u8fdc\u80dc\u4e8e\u4e00\u4e2a\u56fa\u5b9a\u76f8\u4f3c\u5ea6\u516c\u5f0f\u3002&lt;\/li&gt;\n&lt;\/ol&gt;\n&lt;p&gt;\u4e00\u53e5\u8bdd\u6536\u675f\uff1a&lt;strong&gt;\u4e0d\u9760\u5411\u91cf\u9760\u76ee\u5f55\uff0c\u4e0d\u9760\u5168\u91cf\u6ce8\u5165\u9760\u4e00\u6b21 5 \u69fd\u4f4d\u7684\u7cbe\u786e\u6311\u9009&lt;\/strong&gt;\u3002&lt;\/p&gt;\n&lt;hr \/&gt;\n&lt;h2&gt;7. \u56db\u8d2f\u7a7f\u63a7\u4ef6\uff1a\u8ba9 Runtime \u5728\u771f\u5b9e\u4e16\u754c\u91cc\u6d3b\u4e0b\u6765&lt;\/h2&gt;\n&lt;p&gt;\u00a71 \u5df2\u7ecf\u628a\u8fd9\u56db\u4ef6\u63a7\u4ef6\u6302\u5728\u4e86\u5168\u666f\u56fe\u53f3\u4fa7\u3002\u5b83\u4eec\u4e0d\u5728\u4efb\u4f55\u4e00\u5c42\u5185\u90e8\uff0c\u4f46\u540c\u65f6\u4f5c\u7528\u4e8e\u6240\u6709\u5c42\u3002\u53bb\u6389\u4efb\u4f55\u4e00\u6839\uff0c\u7cfb\u7edf\u5728\u6f14\u793a\u573a\u666f\u91cc\u80fd\u8dd1\uff0c\u5728\u957f\u8dd1\u3001\u51fa\u9519\u3001\u88ab\u4e2d\u65ad\u3001\u8d85\u957f\u4efb\u52a1\u65f6\u4f1a\u9010\u6b65\u5d29\u584c\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;img width=&quot;100%&quot; src=&quot;http:\/\/weizn.net\/wp-content\/uploads\/2026\/05\/post-1079-6a003d3f46305.png&quot; \/&gt;&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;\u56fe\u91ca&lt;\/strong&gt;\uff1a\u56db\u4ef6\u63a7\u4ef6\u6309 2\u00d72 \u7f51\u683c\u5c55\u5f00\u3002\u2460 &lt;strong&gt;AbortController \u00b7 \u5206\u5c42\u4e2d\u65ad&lt;\/strong&gt;\uff1a\u4e3b\u4f1a\u8bdd \u2192 \u5b50 Task \u2192 \u5355\u6b21\u5de5\u5177\u4e09\u7ea7\u53d6\u6d88\u6811\uff0c\u6807\u6ce8\u4e09\u6761\u4e0d\u53d8\u91cf\uff08\u4e0b\u6c89\u4f46\u4e0d\u4e0a\u7206 \/ \u7236\u53d6\u6d88\u5fc5\u5230\u8fbe\u5b69\u5b50 \/ \u53d6\u6d88\u65f6 drain in-flight \u5de5\u5177\uff09\u3002\u2461 &lt;strong&gt;StopHooks \u00b7 \u505c\u987f\u94a9\u5b50&lt;\/strong&gt;\uff1a\u4e09\u7c7b\u505c\u6b62\u4e8b\u4ef6\uff08assistant turn \u7ed3\u675f \/ tool call \u7ed3\u675f \/ \u9636\u6bb5\u8fb9\u754c\uff09\u6620\u5c04\u5230\u4e09\u79cd\u8fd4\u56de\u6a21\u5f0f\uff08\u89c2\u5bdf \/ \u6539\u5199\u4e0a\u4e0b\u6587 \/ preventContinuation \u622a\u505c\uff09\u3002\u2462 &lt;strong&gt;TokenBudget \u00b7 \u4e09\u9053\u9884\u7b97\u9600&lt;\/strong&gt;\uff1a\u786c\u7a97\u53e3 \/ \u5de5\u4f5c\u9884\u7b97 (effectiveWindow \u2212 13K) \/ \u7cfb\u7edf\u9884\u7559 (reservedForSummary = min(modelMaxOutput, 20K))\uff0c\u4e0b\u65b9\u518d\u6807\u6ce8 WARNING\/ERROR=20K \u00b7 BLOCKING=3K \u00b7 \u7194\u65ad \u22653 \u6b21\u3002\u2463 &lt;strong&gt;CleanupRegistry \u00b7 \u6e05\u7406\u767b\u8bb0&lt;\/strong&gt;\uff1a\u6837\u4f8b\u767b\u8bb0\u8868\uff08PTY \u00b7 close \/ FileLock \u00b7 release \/ TempConn \u00b7 disconnect\uff09+ \u4e09\u6761\u6027\u8d28\uff08\u767b\u8bb0\u5e42\u7b49 \/ \u6267\u884c\u6709\u5e8f \/ \u5bb9\u9519\u6267\u884c\uff09+ &quot;\u4efb\u52a1\u7ed3\u675f \u00b7 \u5931\u8d25 \u00b7 \u53d6\u6d88&quot;\u89e6\u53d1\u5668\u3002\u5e95\u90e8\u91d1\u53e5&quot;\u53bb\u6389\u4efb\u4f55\u4e00\u6839 \u00b7 Runtime \u6f14\u793a\u80fd\u8dd1 \u00b7 \u957f\u8dd1\u5fc5\u5d29&quot;\u3002&lt;\/p&gt;\n&lt;h3&gt;7.1 AbortController \u00b7 \u5206\u5c42\u4e2d\u65ad&lt;\/h3&gt;\n&lt;p&gt;\u4e3b\u4f1a\u8bdd\u3001\u5b50 Task\u3001\u5355\u6b21\u5de5\u5177\u8c03\u7528\u5404\u6301\u4e00\u4e2a\u72ec\u7acb\u7684 &lt;code&gt;AbortController&lt;\/code&gt;\uff0c\u7ec4\u6210\u4e00\u68f5\u53d6\u6d88\u6811\u3002\u4e09\u6761\u4e0d\u53d8\u91cf\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;\u7528\u6237\u7684 Ctrl-C \u843d\u5728\u6700\u5916\u5c42\u540e\uff0c\u4fe1\u53f7\u6cbf\u59d4\u6d3e\u8fb9\u9010\u7ea7\u4e0b\u6c89\uff0c\u6bcf\u4e00\u5c42\u90fd\u53ef\u4ee5\u6302\u94a9\u505a\u6e05\u7406\u3002&lt;\/li&gt;\n&lt;li&gt;\u5b50 Task \u7684\u53d6\u6d88&lt;strong&gt;\u4e0d\u4f1a&lt;\/strong&gt;\u5411\u4e0a\u7206\u70b8\u2014\u2014\u53ea\u5f71\u54cd\u5b83\u81ea\u5df1\u4e0e\u5b83\u7684\u5b69\u5b50\u3002&lt;\/li&gt;\n&lt;li&gt;\u7236 Task \u7684\u53d6\u6d88&lt;strong&gt;\u5fc5\u7136&lt;\/strong&gt;\u5230\u8fbe\u6bcf\u4e2a\u5b69\u5b50\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;\u53d6\u6d88\u4fe1\u53f7\u88ab\u76f4\u63a5\u6302\u5230\u6d41\u5f0f &lt;code&gt;callModel&lt;\/code&gt; \u8c03\u7528\u4e0a\uff0c\u6240\u4ee5&quot;\u6211\u6309\u4e86 Ctrl-C \u4f46\u6a21\u578b\u8fd8\u5728\u8bf4\u8bdd&quot;\u8fd9\u79cd\u60c5\u5f62\u4e0d\u5b58\u5728\u3002&lt;code&gt;drain&lt;\/code&gt; in-flight \u5de5\u5177\u7ed3\u679c\u7684\u515c\u5e95\uff08\u00a72 \u4e8b\u4ef6 8\uff09\u786e\u4fdd\u5373\u4f7f\u53d6\u6d88\uff0c\u4e5f\u4e0d\u4f1a\u7559\u4e0b\u4efb\u4f55 orphan tool_use\u3002&lt;\/p&gt;\n&lt;h3&gt;7.2 StopHooks \u00b7 \u505c\u987f\u94a9\u5b50&lt;\/h3&gt;\n&lt;p&gt;\u6bcf\u4e00\u6b21&quot;\u505c\u6b62\u4e8b\u4ef6&quot;\u90fd\u5141\u8bb8\u94a9\u5b50\u4ecb\u5165\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;\u4e00\u6b21 assistant turn \u7ed3\u675f&lt;\/li&gt;\n&lt;li&gt;\u4e00\u6b21 tool call \u7ed3\u675f&lt;\/li&gt;\n&lt;li&gt;\u4e00\u6b21\u9636\u6bb5\u6027\u8fb9\u754c&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;\u94a9\u5b50\u7684\u4e09\u79cd\u8fd4\u56de\u65b9\u5f0f\uff1a&lt;\/p&gt;\n&lt;ol&gt;\n&lt;li&gt;&lt;strong&gt;\u89c2\u5bdf&lt;\/strong&gt;\uff1a\u53ea\u8bb0\u5f55\uff0c\u4e0d\u6539\u53d8\u6d41\u7a0b&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u6539\u5199&lt;\/strong&gt;\uff1a\u5728\u4e0b\u4e00\u8f6e\u4e0a\u4e0b\u6587\u91cc\u63d2\u5165\u8865\u5145\u6d88\u606f\u6216\u4fee\u6539\u5df2\u751f\u6210\u5185\u5bb9&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u62e6\u622a&lt;\/strong&gt;\uff1a\u76f4\u63a5 &lt;code&gt;preventContinuation&lt;\/code&gt;\uff0c\u628a\u5faa\u73af\u622a\u505c\uff08\u89c1 \u00a72 \u4e8b\u4ef6 11\uff09&lt;\/li&gt;\n&lt;\/ol&gt;\n&lt;p&gt;StopHooks \u7684\u672c\u8d28\u662f&lt;strong&gt;\u5728\u4e0d\u6539 Runtime \u672c\u4f53\u7684\u524d\u63d0\u4e0b\u5411\u5916\u66b4\u9732\u7684\u53ef\u7f16\u7a0b\u8fb9\u754c&lt;\/strong&gt;\u2014\u2014SDK \u7528\u6237\u3001\u4f01\u4e1a\u63d2\u4ef6\u3001\u5185\u90e8 telemetry \u90fd\u901a\u8fc7\u5b83\u63a5\u5165\u3002&lt;\/p&gt;\n&lt;h3&gt;7.3 TokenBudget \u00b7 \u4e09\u9053\u9884\u7b97\u9600&lt;\/h3&gt;\n&lt;p&gt;&lt;code&gt;TokenBudget&lt;\/code&gt; \u4e0d\u662f\u4e00\u6839\u786c\u4e0a\u9650\uff0c\u800c\u662f\u4e09\u9053\u5206\u8d26\u9600\u95e8\uff1a&lt;\/p&gt;\n&lt;table&gt;\n&lt;thead&gt;\n&lt;tr&gt;\n&lt;th&gt;\u9600\u95e8&lt;\/th&gt;\n&lt;th&gt;\u4e0a\u9650\u6765\u6e90&lt;\/th&gt;\n&lt;th&gt;\u5b88\u7684\u4e1c\u897f&lt;\/th&gt;\n&lt;\/tr&gt;\n&lt;\/thead&gt;\n&lt;tbody&gt;\n&lt;tr&gt;\n&lt;td&gt;\u786c\u7a97\u53e3&lt;\/td&gt;\n&lt;td&gt;&lt;code&gt;contextWindow(model)&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u6700\u540e\u4e00\u9053\u5899\uff0c\u7834\u4e86\u5c31\u76f4\u63a5 API \u9519\u8bef&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u5de5\u4f5c\u9884\u7b97&lt;\/td&gt;\n&lt;td&gt;&lt;code&gt;effectiveWindow \u2212 AUTOCOMPACT_BUFFER (13K)&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u8fd8\u80fd\u52a8\u624b\u505a\u4e8b\u7684\u4f59\u91cf&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;tr&gt;\n&lt;td&gt;\u7cfb\u7edf\u9884\u7559&lt;\/td&gt;\n&lt;td&gt;&lt;code&gt;reservedForSummary = min(modelMaxOutput, 20_000)&lt;\/code&gt;&lt;\/td&gt;\n&lt;td&gt;\u7ed9\u6458\u8981\u8bf7\u6c42\u81ea\u8eab\u7559\u7684\u8f93\u51fa\u7a7a\u95f4\uff0c\u4e0d\u53ef\u88ab\u538b\u7f29\u5360\u7528&lt;\/td&gt;\n&lt;\/tr&gt;\n&lt;\/tbody&gt;\n&lt;\/table&gt;\n&lt;p&gt;\u4e09\u9053\u9600\u8ba9&quot;\u8fd8\u8981\u4e0d\u8981\u52a8\u624b&quot;\u548c&quot;\u8fd8\u8981\u4e0d\u8981\u60f3\u4e0b\u4e00\u6b65&quot;\u5404\u81ea\u6709\u6c14\u53e3\u2014\u2014\u8fd9\u662f \u00a73 \u4e94\u7ea7\u538b\u7f29\u68af\u5b50\u80fd\u6309\u4fb5\u5165\u6027\u5206\u7ea7\u7684\u5de5\u7a0b\u524d\u63d0\u3002&lt;\/p&gt;\n&lt;p&gt;\u53e6\u5916\u5b58\u5728\u4e00\u6761&lt;strong&gt;\u7528\u6237\u53ef\u58f0\u660e\u7684 task budget&lt;\/strong&gt;\uff1a\u5728\u7528\u6237\u8f93\u5165\u91cc\u5199 &lt;code&gt;+500k&lt;\/code&gt; \/ &lt;code&gt;use 2M tokens&lt;\/code&gt; \u8fd9\u7c7b\u81ea\u7136\u8bed\u8a00\u65f6\uff0c\u7cfb\u7edf\u89e3\u6790\u4e3a\u672c\u6b21 turn \u7684 token \u76ee\u6807\uff0c\u5e76\u5728\u7d2f\u8ba1 token &lt; 90% \u76ee\u6807\u503c\u65f6\u4e3b\u52a8\u8ba9\u6a21\u578b\u7ee7\u7eed\u63a8\u8fdb\uff1b\u8fde\u7eed 3 \u8f6e token \u589e\u91cf\u5c0f\u4e8e 500\uff08\u6536\u76ca\u9012\u51cf\u5224\u5b9a\uff09\u5219\u63d0\u524d\u505c\u6b62\u3002\u8fd9\u6761\u673a\u5236\u4e0e&quot;\u4e0a\u4e0b\u6587\u7a97\u53e3\u9884\u7b97&quot;\u662f\u4e24\u4e2a\u5c42\u9762\uff0c\u4e0d\u8981\u6df7\u6dc6\u2014\u2014\u524d\u8005\u662f&quot;\u82b1\u591a\u5c11 token \u505a\u5b8c\u4e00\u4ef6\u4e8b&quot;\uff0c\u540e\u8005\u662f&quot;\u8fd8\u80fd\u653e\u591a\u5c11 token \u8fdb\u4e0a\u4e0b\u6587&quot;\u3002&lt;\/p&gt;\n&lt;h3&gt;7.4 CleanupRegistry \u00b7 \u6e05\u7406\u767b\u8bb0&lt;\/h3&gt;\n&lt;p&gt;\u6bcf\u4e00\u4e2a\u53ef\u80fd\u7559\u4e0b&quot;\u5c3e\u5df4&quot;\u7684\u52a8\u4f5c\u90fd\u5fc5\u987b\u628a\u81ea\u5df1\u7684\u6e05\u7406\u52a8\u4f5c\u767b\u8bb0\u8fdb\u6765\uff1a\u6253\u5f00\u7684 PTY\u3001\u6301\u6709\u7684\u6587\u4ef6\u9501\u3001\u540e\u53f0\u6d3e\u51fa\u53bb\u7684 Task\u3001\u4e34\u65f6\u6570\u636e\u5e93\u8fde\u63a5\u2026\u2026\u4efb\u52a1\u7ed3\u675f \/ \u5931\u8d25 \/ \u88ab\u53d6\u6d88\u65f6\uff0c\u767b\u8bb0\u8868\u88ab\u6309\u5e8f\u6267\u884c\u3002\u4e09\u6761\u6027\u8d28\u51b3\u5b9a\u4e86\u5b83\u7684\u5f3a\u5ea6\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;&lt;strong&gt;\u767b\u8bb0\u5e42\u7b49&lt;\/strong&gt;\uff1a\u540c\u4e00\u52a8\u4f5c\u591a\u6b21\u767b\u8bb0\u53ea\u767b\u8bb0\u4e00\u6b21&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u6267\u884c\u6709\u5e8f&lt;\/strong&gt;\uff1a\u5148\u767b\u8bb0\u7684\u6709\u6e05\u6670\u7684\u5148\u540e\u7ea6\u5b9a&lt;\/li&gt;\n&lt;li&gt;&lt;strong&gt;\u6267\u884c\u5bb9\u9519&lt;\/strong&gt;\uff1a\u5355\u4e2a\u6e05\u7406\u5931\u8d25\u4e0d\u963b\u585e\u5269\u4f59\u52a8\u4f5c&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;\u8fd9\u4e00\u70b9\u51b3\u5b9a\u4e86\u6574\u4e2a Runtime \u7684\u5931\u8d25\u8bed\u4e49\u4ece&quot;\u9760\u8bed\u8a00\u8fd0\u884c\u65f6 GC \u8d4c\u4eba\u54c1&quot;\u5347\u7ea7\u6210\u4e86&quot;\u53ef\u5e42\u7b49\u3001\u53ef\u91cd\u653e&quot;\u2014\u2014\u8fd9\u662f\u957f\u8dd1\u7cfb\u7edf\u4e0d\u53ef\u7ed5\u5f00\u7684\u5de5\u7a0b\u57fa\u7840\u8bbe\u65bd\u3002&lt;\/p&gt;\n&lt;hr \/&gt;\n&lt;h2&gt;8. \u8bbe\u8ba1\u54f2\u5b66\u3001\u4ee3\u4ef7\u4e0e\u9002\u7528\u8fb9\u754c&lt;\/h2&gt;\n&lt;p&gt;\u524d\u9762\u4e03\u7ae0\u628a Claude Code Runtime \u62c6\u5230\u4e86\u96f6\u4ef6\u3002\u6700\u540e\u4e00\u7ae0\u53ea\u505a\u4e24\u4ef6\u4e8b\uff1a\u628a\u96f6\u4ef6\u80cc\u540e\u7684\u8bbe\u8ba1\u54f2\u5b66\u6d53\u7f29\u6210\u53ef\u590d\u7528\u7684\u5de5\u7a0b\u539f\u5219\uff0c\u518d\u5766\u767d\u8fd9\u5957\u8bbe\u8ba1\u5728\u54ea\u4e9b\u573a\u666f&lt;strong&gt;\u4e0d&lt;\/strong&gt;\u9002\u5408\u3002&lt;\/p&gt;\n&lt;h3&gt;8.1 \u4e94\u6761\u53ef\u590d\u7528\u7684\u8bbe\u8ba1\u54f2\u5b66&lt;\/h3&gt;\n&lt;p&gt;&lt;strong&gt;\u4e00 \u00b7 Task \u4e00\u7b49\u516c\u6c11&lt;\/strong&gt;\u3002\u4e0d\u5b9a\u4e49&quot;\u4ec0\u4e48\u662f Agent&quot;\uff0c\u628a\u6240\u6709\u6267\u884c\u4f53\u62bd\u8c61\u6210 Task\u3002\u5171\u4eab id \/ \u5de5\u5177\u5b50\u96c6 \/ \u8f93\u51fa\u57fa\u677f \/ \u53d6\u6d88\u94fe\u56db\u4ef6\u5951\u7ea6\uff0c\u5f62\u6001\u5728\u534f\u8bae\u5c42\u4e4b\u5916\u53ef\u4efb\u610f\u5207\u6362\u3002\u59d4\u6d3e\u7b56\u7565\u4e0e\u6267\u884c\u73af\u5883\u56e0\u6b64\u5b8c\u5168\u89e3\u8026\uff0c&quot;\u4efb\u52a1\u4ece\u672c\u5730\u642c\u5230\u8fdc\u7aef&quot;\u53d8\u6210\u4e00\u6b21 id \u524d\u7f00\u53d8\u66f4\u800c\u975e\u7cfb\u7edf\u7ea7\u6539\u9020\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;\u4e8c \u00b7 \u538b\u7f29\u5373\u68af\u5b50&lt;\/strong&gt;\u3002\u628a\u7a97\u53e3\u7ba1\u7406\u4ece&quot;\u4e00\u6b21\u6458\u8981&quot;\u6362\u6210&quot;\u4e00\u6761\u9636\u68af&quot;\u3002\u4ece SessionMemory \u7684 IO \u7ea7\u96f6\u635f\u5931\uff0c\u5230 Reactive \u7684\u4e8b\u4ef6\u9a71\u52a8\u5c40\u90e8\u88c1\u526a\uff0c\u5230 Microcompact \u7684\u767d\u540d\u5355\u5de5\u5177\u7ed3\u679c\u6e05\u626b\uff0c\u5230 Full Compact \u7684 forked agent \u6458\u8981 + 50K \u6ce8\u5165\u9884\u7b97\uff0c\u5230 Context Collapse \u7684\u6700\u5c0f\u9aa8\u67b6\u515c\u5e95\u2014\u2014\u6bcf\u4e00\u7ea7\u90fd\u6bd4\u4e0a\u4e00\u7ea7\u591a\u653e\u5f03\u4e00\u70b9\u3001\u4f46\u6bd4\u7c97\u66b4\u6458\u8981\u5c11\u635f\u5931\u5f88\u591a\u3002\u5148\u5c1d\u8bd5\u6700\u8f7b\u3001\u625b\u4e0d\u4f4f\u624d\u62ac\u5347\u4fb5\u5165\u6027\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;\u4e09 \u00b7 \u4e09\u901a\u9053\u5404\u53f8\u5176\u804c&lt;\/strong&gt;\u3002\u7236\u5b50\u59d4\u6d3e\u8d70 AgentTool\uff1b\u5144\u5f1f\u534f\u4f5c\u8d70\u6587\u4ef6\u90ae\u7bb1\uff1b\u5171\u4eab\u4e2d\u95f4\u8fc7\u7a0b\u7269\u8d70 Scratchpad\u3002&lt;strong&gt;\u4e0d\u540c\u8bed\u4e49\u7edd\u4e0d\u5171\u7528\u901a\u9053&lt;\/strong&gt;\u3002\u8fd9\u662f Claude Code \u591a Agent \u7cfb\u7edf\u80fd\u8de8\u591a Worker \u8dd1\u4e45\u800c\u4e0d\u8150\u70c2\u7684\u534f\u8bae\u57fa\u7840\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;\u56db \u00b7 \u534f\u8c03\u8005\u4e0d\u5bf9\u79f0&lt;\/strong&gt;\u3002\u89c4\u5212\u3001\u59d4\u6d3e\u3001\u6c47\u603b\u5f52\u534f\u8c03\u8005\uff1b\u52a8\u624b\u5f52 Worker\u3002\u534f\u8c03\u8005\u552f\u4e00\u53ef\u7528 4 \u5de5\u5177\uff1bWorker \u5de5\u5177\u767d\u540d\u5355\u663e\u5f0f\u6392\u9664 AgentTool \u963b\u65ad\u9012\u5f52\u3002\u4efb\u52a1\u6811\u6c38\u8fdc\u4e24\u5c42\u2014\u2014\u8fd9\u662f\u53ef\u89c2\u6d4b\u3001\u53ef\u56de\u653e\u3001\u53ef\u590d\u76d8\u7684\u5de5\u7a0b\u524d\u63d0\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;\u4e94 \u00b7 \u8bb0\u5fc6\u662f\u53ef\u8bfb\u76ee\u5f55 + \u8bed\u4e49\u9009\u62e9\u5668&lt;\/strong&gt;\u3002\u4e0d\u8d70\u5411\u91cf\uff0c\u8d70\u53ef\u88ab\u4eba\u7c7b\u9605\u8bfb\u7684\u76ee\u5f55\u6811\u548c\u4e00\u6b21 5 \u69fd\u4f4d Sonnet \u53ec\u56de\u3002200 \u884c \/ 25 KB \u7684 MEMORY.md \u53cc\u62a4\u680f\u8ba9\u7d22\u5f15\u88ab\u52a8\u7626\u8eab\uff1brecentTools gotcha \u4f8b\u5916\u8fd9\u79cd\u5fae\u5999\u89c4\u5219\u4ea4\u7ed9\u8bed\u4e49\u6a21\u578b\u800c\u4e0d\u662f\u76f8\u4f3c\u5ea6\u516c\u5f0f\uff1b\u7a7a\u9009\u62e9\u4e5f\u6253\u70b9\u8ba9\u9009\u62e9\u7387\u957f\u671f\u53ef\u89c2\u6d4b\u3002&lt;\/p&gt;\n&lt;p&gt;\u8fd9\u4e94\u6761\u653e\u5728\u4e00\u8d77\u770b\uff0c\u4f1a\u53d1\u73b0\u5b83\u4eec\u6307\u5411\u540c\u4e00\u4e2a\u6bcd\u9898\uff1a&lt;strong&gt;\u628a\u4eba\u7684\u7eaa\u5f8b\u663e\u5f0f\u523b\u8fdb Runtime&lt;\/strong&gt;\u3002Task \u4e00\u7b49\u516c\u6c11\u662f&quot;\u4e0d\u8981\u7ed9\u81ea\u5df1\u7559\u6280\u672f\u503a&quot;\uff1b\u538b\u7f29\u68af\u5b50\u662f&quot;\u8ba9\u6b65\u8981\u5206\u7ea7&quot;\uff1b\u4e09\u901a\u9053\u662f&quot;\u4e0d\u540c\u8bdd\u4e0d\u8981\u6df7\u7740\u8bf4&quot;\uff1b\u534f\u8c03\u8005\u4e0d\u5bf9\u79f0\u662f&quot;\u89c4\u5212\u4e0e\u6267\u884c\u5206\u5f00&quot;\uff1b\u8bb0\u5fc6\u53ef\u8bfb\u662f&quot;\u7cfb\u7edf\u4e5f\u8981\u88ab\u5b83\u7684\u62e5\u6709\u8005\u8bfb\u61c2&quot;\u3002&lt;\/p&gt;\n&lt;h3&gt;8.2 \u4e09\u6761\u5fc5\u987b\u5982\u5b9e\u627f\u8ba4\u7684\u4ee3\u4ef7&lt;\/h3&gt;\n&lt;p&gt;&lt;strong&gt;\u5fc3\u667a\u8d1f\u62c5&lt;\/strong&gt;\u3002\u516d\u5c42\u53e0\u5c42 + \u56db\u8d2f\u7a7f\u63a7\u4ef6 + \u4e94\u6761\u54f2\u5b66\uff0c\u7406\u89e3\u5b83\u81f3\u5c11\u8981\u5728\u8111\u5b50\u91cc\u540c\u65f6\u88c5\u7740\u516d\u4e2a\u72ec\u7acb\u5e73\u9762 + \u56db\u4e2a\u63a7\u4ef6\u3002\u5bf9\u60f3\u8981\u5feb\u901f\u4e0a\u624b\u7684\u7528\u6237\u6765\u8bf4\uff0c\u8fd9\u6bd4&quot;\u4e00\u4e2a\u5927 Prompt + \u4e00\u5806\u5de5\u5177&quot;\u7684\u7b80\u5355\u6846\u67b6\u95e8\u69db\u9ad8\u3002\u5b83\u7684\u4f18\u52bf\u8981\u5728\u7cfb\u7edf\u8dd1\u8fc7\u51e0\u5468\u3001\u4efb\u52a1\u5f00\u59cb\u5806\u53e0\u3001\u8de8\u4f1a\u8bdd\u590d\u76d8\u6210\u4e3a\u65e5\u5e38\u4e4b\u540e\u624d\u663e\u73b0\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;\u6587\u4ef6\u90ae\u7bb1\u7684\u5e76\u53d1\u4e0a\u9650&lt;\/strong&gt;\u3002\u5bf9\u7b49\u6d88\u606f\u8d70\u6587\u4ef6\u7cfb\u7edf\u800c\u4e0d\u662f RPC\uff0c\u80dc\u5728\u53ef\u89c2\u6d4b\u3001\u5f02\u6b65\u3001\u96f6\u989d\u5916\u57fa\u7840\u8bbe\u65bd\u3002\u4ee3\u4ef7\u662f\u4e0d\u9002\u5408\u6bcf\u79d2\u6570\u767e\u6761\u6d88\u606f\u7684\u6781\u9ad8\u9891\u534f\u4f5c\u2014\u2014\u8fd9\u79cd\u573a\u666f\u4f1a\u628a\u6587\u4ef6\u9501\u9000\u907f\u673a\u5236\u6253\u6ee1\u3002&lt;\/p&gt;\n&lt;p&gt;&lt;strong&gt;Sonnet \u9009\u62e9\u5668\u7684\u989d\u5916\u5f00\u9500&lt;\/strong&gt;\u3002\u6bcf\u6b21\u53ec\u56de\u90fd\u8981\u8c03\u7528\u4e00\u6b21\u5c0f Sonnet \u505a 5 \u69fd\u4f4d\u6311\u9009\u3002\u6bd4\u5411\u91cf\u68c0\u7d22\u7565\u8d35\u3001\u54cd\u5e94\u7565\u6162\uff1b\u6362\u6765\u66f4\u7cbe\u786e\u7684\u76f8\u5173\u6027\u4e0e\u66f4\u5c11\u7684\u53ec\u56de\u566a\u58f0\u3002\u5bf9\u4e00\u6b21\u6027\u8f7b\u91cf\u95ee\u7b54\u573a\u666f\uff0c\u8fd9\u662f\u8fc7\u5ea6\u8bbe\u8ba1\u3002&lt;\/p&gt;\n&lt;h3&gt;8.3 \u9002\u7528\u4e0e\u4e0d\u9002\u7528\u7684\u8fb9\u754c&lt;\/h3&gt;\n&lt;p&gt;&lt;strong&gt;\u4e0d\u9002\u5408&lt;\/strong&gt;\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;\u5355\u8f6e\u77ed\u95ee\u7b54 \/ \u4e00\u6b21\u6a21\u578b\u63a8\u7406 + \u4e00\u4e24\u6b21\u5de5\u5177\u8c03\u7528\u5c31\u7ed3\u675f\u7684\u4efb\u52a1\u2014\u2014\u8fd9\u5957 Runtime \u7684\u5927\u591a\u6570\u5e73\u9762\u90fd\u4f1a\u95f2\u7f6e\u3002&lt;\/li&gt;\n&lt;li&gt;\u6781\u9ad8\u9891 Worker \u95f4\u6d88\u606f\uff08\u6bcf\u79d2\u6570\u767e\u6761\u4ee5\u4e0a\uff09\u2014\u2014\u6587\u4ef6\u90ae\u7bb1\u7684\u76ee\u6807\u5e02\u573a\u4e0d\u5728\u8fd9\u91cc\u3002&lt;\/li&gt;\n&lt;li&gt;\u4e00\u6b21\u6027\u8f7b\u91cf RAG \u573a\u666f\u2014\u2014Sonnet \u9009\u62e9\u5668\u7684\u5f00\u9500\u4e0d\u5212\u7b97\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;p&gt;&lt;strong&gt;\u9002\u5408&lt;\/strong&gt;\uff1a&lt;\/p&gt;\n&lt;ul&gt;\n&lt;li&gt;\u957f\u5468\u671f\u5de5\u7a0b\u578b\u4efb\u52a1\uff1a\u8de8\u5929\u7684\u4ee3\u7801\u8fc1\u79fb\u3001\u8de8\u591a\u4e2a session \u7684 bug \u8ffd\u8e2a\u3001\u8de8\u56e2\u961f\u7684\u77e5\u8bc6\u6c89\u6dc0\u3002&lt;\/li&gt;\n&lt;li&gt;\u9700\u8981\u53ef\u56de\u653e\u3001\u53ef\u89c2\u6d4b\u3001\u53ef\u590d\u76d8\u7684\u534f\u4f5c\u573a\u666f\uff1a\u4efb\u52a1\u6811\u6c38\u8fdc\u4e24\u5c42\u3001\u6bcf\u6761\u7236\u5b50\u8fb9\u90fd\u8d70\u663e\u5f0f &lt;code&gt;&lt;task-notification&gt;&lt;\/code&gt;\u3001\u6bcf\u6b21\u538b\u7f29\u90fd\u6709\u94a9\u5b50\u524d\u540e\u5feb\u7167\u3001\u6bcf\u6b21\u8bb0\u5fc6\u53ec\u56de\u90fd\u88ab\u6253\u70b9\u3002&lt;\/li&gt;\n&lt;li&gt;\u9700\u8981\u5728\u957f\u65f6\u95f4\u5185\u6301\u7eed\u6f14\u5316&quot;\u5de5\u7a0b\u7ecf\u9a8c&quot;\u7684\u56e2\u961f\uff1aMEMORY.md \u53cc\u62a4\u680f + \u4e3b\u9898\u6587\u4ef6 + Sonnet \u9009\u62e9\u5668\u6784\u6210\u4e00\u4e2a\u53ef\u6d3b\u7684\u77e5\u8bc6\u5b50\u7cfb\u7edf\u3002&lt;\/li&gt;\n&lt;\/ul&gt;\n&lt;h3&gt;8.4 \u4e00\u53e5\u8bdd\u6536\u675f&lt;\/h3&gt;\n&lt;p&gt;Runtime \u662f Agent \u7cfb\u7edf\u7684\u9aa8\u5934\uff0c\u4e0d\u662f Prompt \u5de5\u7a0b\uff0c\u4e0d\u662f\u5de5\u5177\u5217\u8868\u3002Agent \u6846\u67b6\u7684\u7ade\u4e89\u7ec8\u5c06\u4ece&quot;\u6211\u6709\u591a\u5c11\u5de5\u5177\u3001\u6211\u80fd\u88c5\u591a\u5c11 MCP&quot;\u8d70\u5411&quot;\u6211\u7684 Runtime \u6709\u6ca1\u6709\u7eaa\u5f8b\u3001\u6211\u7684\u4efb\u52a1\u80fd\u4e0d\u80fd\u88ab\u56de\u653e\u3001\u6211\u7684\u8bb0\u5fc6\u80fd\u4e0d\u80fd\u6f14\u5316&quot;\u2014\u2014\u800c Claude Code \u8fd9\u5957&lt;strong&gt;\u516d\u5c42\u53e0\u5c42 \u00d7 \u56db\u8d2f\u7a7f\u63a7\u4ef6 \u00d7 \u4e94\u7ea7\u538b\u7f29\u68af\u5b50 \u00d7 \u4e09\u901a\u9053\u901a\u8baf&lt;\/strong&gt;\u7684\u9aa8\u9abc\uff0c\u662f\u5728\u8fd9\u6761\u65b0\u8d5b\u9053\u4e0a\u4e00\u4efd\u624e\u5b9e\u7684\u53c2\u8003\u5b9e\u73b0\u3002&lt;\/p&gt;\n<\/div><div class=\"gfmr-markdown-rendered\"><blockquote>\n<p>\u516d\u5c42\u53e0\u5c42 \u00d7 \u56db\u8d2f\u7a7f\u63a7\u4ef6 \u00d7 \u4e94\u7ea7\u538b\u7f29\u68af\u5b50\u2014\u2014\u4e00\u6b21\u628a\u9aa8\u67b6\u3001\u9608\u503c\u4e0e\u7b97\u6cd5\u90fd\u8bb2\u6e05\u695a<\/p>\n<\/blockquote>\n<h2><span class=\"ez-toc-section\" id=\"1_%E5%85%A8%E6%99%AF%EF%BC%9A%E5%85%AD%E5%B1%82%E5%8F%A0%E5%B1%82%E4%B8%8E%E5%9B%9B%E8%B4%AF%E7%A9%BF%E6%8E%A7%E4%BB%B6\"><\/span>1. \u5168\u666f\uff1a\u516d\u5c42\u53e0\u5c42\u4e0e\u56db\u8d2f\u7a7f\u63a7\u4ef6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Claude Code \u7684 Agent Runtime \u7531<strong>\u516d\u4e2a\u6c34\u5e73\u5806\u53e0\u7684\u5c42<\/strong>\u4e0e<strong>\u56db\u4e2a\u5782\u76f4\u8d2f\u7a7f\u7684\u63a7\u4ef6<\/strong>\u6784\u6210\u3002\u6bcf\u4e00\u5c42\u72ec\u7acb\u56de\u7b54\u4e00\u4e2a\u5de5\u7a0b\u95ee\u9898\uff0c\u6bcf\u4e00\u4e2a\u63a7\u4ef6\u72ec\u7acb\u89e3\u51b3\u4e00\u7c7b\u5931\u6548\u6a21\u5f0f\u3002\u628a\u5b83\u4eec\u4e00\u6b21\u6027\u94fa\u5728\u4e00\u5f20\u56fe\u4e0a\uff1a<\/p>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/weizn.net\/wp-content\/uploads\/2026\/05\/post-1079-6a003d3ee9f44.png\" \/><\/p>\n<p><strong>\u516d\u5c42\u804c\u8d23<\/strong>\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5c42\u7ea7<\/th>\n<th>\u56de\u7b54\u7684\u5de5\u7a0b\u95ee\u9898<\/th>\n<th>\u4e3b\u8981\u8f7d\u4f53<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u2460 \u5165\u53e3\u9762<\/td>\n<td>\u8bf7\u6c42\u4ece\u54ea\u91cc\u8fdb\u3001\u5982\u4f55\u5f52\u4e00\u5316<\/td>\n<td>\u7528\u6237\u63d0\u793a\u3001\u659c\u6760\u6307\u4ee4\u3001\u4f1a\u8bdd\u6062\u590d\u3001SDK Headless \u8c03\u7528<\/td>\n<\/tr>\n<tr>\n<td>\u2461 \u7f16\u6392\u5e73\u9762<\/td>\n<td>\u8c01\u62c6\u89e3\u3001\u8c01\u6c47\u603b<\/td>\n<td>\u534f\u8c03\u8005 Agent\u3001Plan Mode\u3001Worktree\u3001Todo \/ Brief<\/td>\n<\/tr>\n<tr>\n<td>\u2462 Runtime \u5faa\u73af<\/td>\n<td>\u4e00\u8f6e&quot;\u601d\u8003\u2014\u8c03\u7528\u2014\u53cd\u601d&quot;\u5982\u4f55\u8d70\u5b8c<\/td>\n<td>\u6d41\u5f0f\u91c7\u6837\u3001\u6d41\u5f0f\u5de5\u5177\u8c03\u5ea6\u3001\u538b\u7f29\u51b3\u7b56\u3001\u505c\u6b62\u94a9\u5b50<\/td>\n<\/tr>\n<tr>\n<td>\u2463 Task \u5e95\u5ea7<\/td>\n<td>\u771f\u6b63\u8dd1\u8d77\u6765\u7684\u6267\u884c\u4f53\u957f\u4ec0\u4e48\u6837<\/td>\n<td>\u516d\u79cd Task \u5f62\u6001\u3001\u7edf\u4e00\u751f\u547d\u5468\u671f\u5de5\u5177<\/td>\n<\/tr>\n<tr>\n<td>\u2464 \u5de5\u5177\u80fd\u529b\u9762<\/td>\n<td>Agent \u80fd\u505a\u4ec0\u4e48<\/td>\n<td>42 \u4e2a\u5185\u5efa\u5de5\u5177\u516d\u5206\u7c07\u3001\u5916\u90e8 MCP \/ Skill \u6269\u5c55<\/td>\n<\/tr>\n<tr>\n<td>\u2465 \u8bb0\u5fc6\u4e0e\u6301\u4e45\u5316<\/td>\n<td>\u8dd1\u5b8c\u4e4b\u540e\u7559\u4e0b\u4ec0\u4e48<\/td>\n<td>\u4e2a\u4eba\u8bb0\u5fc6\u3001\u56e2\u961f\u8bb0\u5fc6\u3001Scratchpad\u3001\u7d22\u5f15\u4e0e\u9009\u62e9\u5668<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u56db\u8d2f\u7a7f\u63a7\u4ef6<\/strong>\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u63a7\u4ef6<\/th>\n<th>\u89e3\u51b3\u7684\u5931\u6548<\/th>\n<th>\u5173\u952e\u673a\u5236<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>AbortController<\/td>\n<td>\u4e2d\u65ad\u4fe1\u53f7\u6cbf\u8c03\u7528\u6808\u6f02\u5931<\/td>\n<td>\u4e3b\u4f1a\u8bdd\/\u5b50\u4efb\u52a1\/\u5355\u6b21\u5de5\u5177\u5404\u6301\u4e00\u4e2a\uff0c\u6cbf\u59d4\u6d3e\u8fb9\u9010\u7ea7\u4e0b\u6c89<\/td>\n<\/tr>\n<tr>\n<td>StopHooks<\/td>\n<td>\u505c\u6b62\u4e8b\u4ef6\u65e0\u53ef\u7f16\u7a0b\u8fb9\u754c<\/td>\n<td>\u6a21\u578b turn \u7ed3\u675f \/ tool \u7ed3\u675f \/ \u9636\u6bb5\u8fb9\u754c\u4e09\u7c7b\u505c\u6b62\u70b9\u7686\u53ef\u6302\u94a9<\/td>\n<\/tr>\n<tr>\n<td>TokenBudget<\/td>\n<td>\u5355\u4e00\u786c\u4e0a\u9650\u89e6\u53d1\u53cd\u590d\u6a2a\u8df3<\/td>\n<td>\u4e09\u9053\u9600\u5206\u8d26\uff1a\u786c\u7a97\u53e3 \/ \u5de5\u4f5c\u9884\u7b97 \/ \u7cfb\u7edf\u9884\u7559<\/td>\n<\/tr>\n<tr>\n<td>CleanupRegistry<\/td>\n<td>PTY\u3001\u6587\u4ef6\u9501\u3001\u4e34\u65f6\u8fde\u63a5\u7684\u5c3e\u5df4\u5931\u6536<\/td>\n<td>\u5e42\u7b49\u767b\u8bb0\u3001\u6709\u5e8f\u6e05\u7406\u3001\u5bb9\u9519\u6267\u884c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u540e\u7eed\u7ae0\u8282\u6309&quot;\u5148\u5faa\u73af\u3001\u518d\u538b\u7f29\u3001\u518d\u6267\u884c\u4f53\u3001\u518d\u8c03\u5ea6\u3001\u518d\u8bb0\u5fc6\u3001\u518d\u63a7\u4ef6\u3001\u518d\u54f2\u5b66&quot;\u7684\u987a\u5e8f\u9010\u5c42\u4e0b\u94bb\u3002\u6bcf\u4e00\u8282\u90fd\u5c3d\u91cf\u7ed9\u51fa\u53ef\u88ab\u5de5\u7a0b\u5e08\u8ba4\u8d26\u7684\u9608\u503c\u3001\u7b97\u6cd5\u6b65\u9aa4\u6216\u6e90\u7801\u4e8b\u5b9e\u3002<\/p>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"2_Runtime_Loop%EF%BC%9Awhile-true_%E5%86%85%E7%9A%84_12_%E4%B8%AA%E4%BA%8B%E4%BB%B6\"><\/span>2. Runtime Loop\uff1awhile-true \u5185\u7684 12 \u4e2a\u4e8b\u4ef6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5f88\u591a Agent \u6846\u67b6\u628a\u4e3b\u5faa\u73af\u63cf\u8ff0\u6210 <code>think \u2192 act \u2192 observe<\/code> \u4e09\u62cd\u3002\u8fd9\u79cd\u8bf4\u6cd5\u628a&quot;\u6d41\u5f0f&quot;&quot;\u5e76\u53d1&quot;&quot;\u4e2d\u65ad&quot;&quot;\u538b\u7f29&quot;&quot;\u505c\u987f\u94a9\u5b50&quot;\u5168\u90e8\u9690\u53bb\u3002Claude Code \u7684\u771f\u5b9e\u4e3b\u5faa\u73af\u662f\u4e00\u4e2a<strong>\u5355\u8fdb\u7a0b\u3001\u5355 <code>while (true)<\/code>\u3001\u5355 <code>async generator<\/code><\/strong> \u7684\u4e8b\u4ef6\u5e8f\u5217\u2014\u2014\u6bcf\u4e00\u62cd\u90fd\u76f4\u63a5\u5bf9\u5e94\u82e5\u5e72\u53ef\u89c2\u5bdf\u7684 <code>yield<\/code> \u4e0e <code>state<\/code> \u53d8\u66f4\u3002<\/p>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/weizn.net\/wp-content\/uploads\/2026\/05\/post-1079-6a003d3f01fe8.png\" \/><\/p>\n<p><strong>\u56fe\u91ca<\/strong>\uff1a\u5de6\u4fa7\u628a\u4e00\u8f6e <code>while(true)<\/code> \u5185 12 \u4e2a\u4e8b\u4ef6\u6309\u53d1\u751f\u987a\u5e8f\u7ad6\u5411\u5c55\u5f00\uff0c\u6bcf\u4e2a\u4e8b\u4ef6\u542b\u7f16\u53f7\u3001\u4e8b\u4ef6\u540d\uff08\u542b\u771f\u5b9e API \u6807\u8bc6\u5982 <code>streamingToolExecutor<\/code> \/ <code>microcompact_boundary<\/code>\uff09\u3001\u4e0e\u4e00\u884c\u4f5c\u7528\u6ce8\u3002\u4e8b\u4ef6 4 (Reactive Compaction)\u300110 (AutoCompact \u51b3\u7b56)\u300111 (StopHooks \u4ef2\u88c1) \u6807\u6ce8\u4e3a&quot;\u6761\u4ef6\u89e6\u53d1 \/ \u4ef2\u88c1&quot;\u5206\u652f\uff1b\u4e8b\u4ef6 8 (abort drain) \u6807\u6ce8\u4e3a&quot;\u515c\u5e95&quot;\u2014\u2014\u8fd9\u662f\u53d6\u6d88\u4fe1\u53f7\u5230\u8fbe\u65f6\u628a in-flight \u5de5\u5177\u8865\u5b8c\u6210 tool_result\u3001\u907f\u514d orphan tool_use \u7684\u5173\u952e\u4e0d\u53d8\u91cf\u3002\u4e8b\u4ef6 12 \u901a\u8fc7\u5de6\u4fa7\u5f27\u5f62\u7bad\u5934&quot;\u4e0b\u4e00\u8f6e\u8fed\u4ee3&quot;\u6298\u56de\u4e8b\u4ef6 1\uff0c\u6784\u6210\u5355\u4e00\u95ed\u73af\u3002\u53f3\u4fa7\u8868\u5217\u51fa\u8de8\u8f6e\u643a\u5e26\u7684 9 \u4e2a State \u5b57\u6bb5\u2014\u2014\u8fd9\u662f\u628a&quot;\u4e0a\u4e00\u8f6e\u53d1\u751f\u4e86\u4ec0\u4e48&quot;\u538b\u6210\u4e0b\u4e00\u8f6e\u53ef\u8bfb\u5feb\u7167\u7684\u6700\u5c0f\u96c6\u3002\u5e95\u90e8\u91d1\u53e5&quot;Runtime \u4e0d\u662f\u4e00\u6b21\u63a8\u7406 \u00b7 \u662f\u4e00\u53f0\u8282\u62cd\u5668&quot;\u6982\u62ec\u6574\u7ae0\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"21_%E8%B7%A8%E8%BD%AE%E6%90%BA%E5%B8%A6%E7%9A%84_State\"><\/span>2.1 \u8de8\u8f6e\u643a\u5e26\u7684 State<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e3b\u5faa\u73af\u5728\u6bcf\u6b21\u8fed\u4ee3\u5f00\u5934\u90fd\u4f1a\u4ece\u4e00\u4e2a <code>State<\/code> \u5bf9\u8c61 destructure \u53d6\u503c\uff0c\u8fed\u4ee3\u7ed3\u5c3e\u4ee5&quot;\u6574\u4f53\u66ff\u6362&quot;\u7684\u65b9\u5f0f\u63d0\u4ea4\u4e00\u6b21\u65b0 <code>state<\/code>\u3002\u8de8\u8f6e\u643a\u5e26\u7684\u5173\u952e\u5b57\u6bb5\u5982\u4e0b\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5b57\u6bb5<\/th>\n<th>\u542b\u4e49<\/th>\n<th>\u5173\u952e\u4f5c\u7528<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><code>messages<\/code><\/td>\n<td>\u5f53\u524d\u4f1a\u8bdd\u6d88\u606f\u5e8f\u5217<\/td>\n<td>\u538b\u7f29\u4e0e\u6458\u8981\u66ff\u6362\u7684\u5bf9\u8c61<\/td>\n<\/tr>\n<tr>\n<td><code>toolUseContext<\/code><\/td>\n<td>\u5de5\u5177\u8c03\u7528\u4e0a\u4e0b\u6587\uff0c\u542b abortController<\/td>\n<td>\u53d6\u6d88\u4fe1\u53f7\u6302\u8f7d\u70b9<\/td>\n<\/tr>\n<tr>\n<td><code>autoCompactTracking<\/code><\/td>\n<td>\u542b <code>compacted \/ turnCounter \/ turnId \/ consecutiveFailures<\/code><\/td>\n<td>\u89e6\u53d1\u538b\u7f29\u5224\u5b9a + \u7194\u65ad<\/td>\n<\/tr>\n<tr>\n<td><code>maxOutputTokensRecoveryCount<\/code><\/td>\n<td>\u8f93\u51fa token \u622a\u65ad\u7684\u6062\u590d\u6b21\u6570<\/td>\n<td>\u9632\u6b62\u53cd\u590d\u89e6\u53d1 max_output_tokens \u9519\u8bef<\/td>\n<\/tr>\n<tr>\n<td><code>hasAttemptedReactiveCompact<\/code><\/td>\n<td>\u5f53\u524d\u8f6e\u662f\u5426\u5df2\u7ecf\u53cd\u5e94\u5f0f\u538b\u7f29\u8fc7<\/td>\n<td>\u907f\u514d\u540c\u4e00\u8f6e\u91cd\u590d\u538b<\/td>\n<\/tr>\n<tr>\n<td><code>pendingToolUseSummary<\/code><\/td>\n<td>\u5f85\u7ed3\u7b97\u7684\u5de5\u5177\u7ed3\u679c\u6458\u8981 promise<\/td>\n<td>\u6d41\u5f0f\u5de5\u5177\u7684\u5f02\u6b65\u6536\u5c3e<\/td>\n<\/tr>\n<tr>\n<td><code>stopHookActive<\/code><\/td>\n<td>\u505c\u6b62\u94a9\u5b50\u662f\u5426\u5df2\u6fc0\u6d3b<\/td>\n<td>\u533a\u5206&quot;\u81ea\u7136\u505c\u6b62&quot;\u4e0e&quot;\u94a9\u5b50\u5e72\u9884\u540e\u518d\u5faa\u73af&quot;<\/td>\n<\/tr>\n<tr>\n<td><code>turnCount<\/code><\/td>\n<td>\u7d2f\u8ba1\u56de\u5408\u6570<\/td>\n<td>\u914d\u5408 <code>maxTurns<\/code> \u505a\u786c\u4e0a\u9650<\/td>\n<\/tr>\n<tr>\n<td><code>transition<\/code><\/td>\n<td>\u4e0a\u4e00\u8f6e\u4e3a\u4f55\u7ee7\u7eed<\/td>\n<td>\u8c03\u8bd5\u4e0e\u56de\u653e\u7528<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd9\u4e5d\u4e2a\u5b57\u6bb5\u628a&quot;\u4e0a\u4e00\u8f6e\u53d1\u751f\u4e86\u4ec0\u4e48&quot;\u538b\u7f29\u6210\u4e00\u4efd\u53ef\u88ab\u4e0b\u4e00\u8f6e\u8bfb\u61c2\u7684\u6700\u5c0f\u5feb\u7167\u3002\u4efb\u4f55\u8de8\u8f6e\u51b3\u7b56\uff08\u662f\u5426\u538b\u7f29\u3001\u662f\u5426\u8d70\u53cd\u5e94\u5f0f\u8def\u5f84\u3001\u662f\u5426\u518d\u9000\u4e00\u6b65\u91cd\u8bd5\uff09\u90fd\u4ece\u8fd9\u4efd\u5feb\u7167\u51fa\u53d1\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"22_%E4%B8%80%E8%BD%AE%E8%BF%AD%E4%BB%A3%E7%9A%84_12_%E4%B8%AA%E4%BA%8B%E4%BB%B6\"><\/span>2.2 \u4e00\u8f6e\u8fed\u4ee3\u7684 12 \u4e2a\u4e8b\u4ef6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u628a <code>while (true)<\/code> \u5185\u90e8\u4e00\u8f6e\u771f\u5b9e\u6267\u884c\u5c55\u5f00\uff0c\u6309\u53d1\u751f\u987a\u5e8f\u5982\u4e0b\u3002\u6bcf\u4e00\u9879\u90fd\u6807\u6ce8\u4e86\u5b83\u5bf9 state \u7684\u5199\u5165\u6216\u5916\u90e8\u526f\u4f5c\u7528\u3002<\/p>\n<ol>\n<li><strong>\u5165\u8f6e destructure<\/strong>\uff1a\u4ece <code>state<\/code> \u53d6\u51fa\u5168\u90e8\u5b57\u6bb5\uff0c\u7ed1\u5b9a\u4e3a\u672c\u8f6e\u5c40\u90e8\u53d8\u91cf\u3002<\/li>\n<li><strong>\u8bf7\u6c42\u5f00\u59cb\u4e8b\u4ef6<\/strong>\uff1a\u5411\u4e0a\u5c42 yield <code class=\"kb-btn\"> type: &#039;stream_request_start&#039; <\/code>\uff0c\u8ba9 UI \/ SDK \u7aef\u53ef\u4ee5\u6253\u5f00\u4e00\u4e2a\u65b0 turn \u8fb9\u754c\u3002<\/li>\n<li><strong>Microcompact \u9884\u6e05\u626b<\/strong>\uff1a\u8c03\u7528\u5fae\u538b\u7f29\u5165\u53e3\u3002\u5982\u679c\u547d\u4e2d cached-MC \u8def\u5f84\uff0c\u4ec5\u6309 <code>tool_use_id<\/code> \u5728 API \u5c42\u6302\u4e0a <code>cache_edits<\/code> \u5220\u9664\u6307\u4ee4\uff0c\u672c\u5730 <code>messages<\/code> \u5185\u5bb9<strong>\u5b8c\u5168\u4e0d\u53d8<\/strong>\uff1b\u5982\u679c\u547d\u4e2d time-based \u8def\u5f84\uff0c\u5219\u628a\u8d85\u8fc7\u65f6\u95f4\u9608\u503c\u7684\u65e7 <code>tool_result<\/code> \u5185\u5bb9\u66ff\u6362\u4e3a\u5b57\u7b26\u4e32 <code>[Old tool result content cleared]<\/code>\u3002\u4e24\u79cd\u8def\u5f84\u90fd\u4e0d\u6495\u7f13\u5b58\u524d\u7f00\u3002<\/li>\n<li><strong>Reactive Compaction\uff08\u6761\u4ef6\u89e6\u53d1\uff09<\/strong>\uff1a\u5f53\u4e0a\u4e00\u8f6e\u547d\u4e2d\u8fc7 <code>prompt-too-long<\/code>\uff08413\uff09\u4e14\u672a\u5b8c\u6210\u53cd\u5e94\u5f0f\u538b\u7f29\u65f6\u8fdb\u5165\u3002yield \u4e00\u4e2a boundary message\uff0c\u518d yield <code>buildPostCompactMessages<\/code> \u6ce8\u5165\u7684\u6062\u590d\u6d88\u606f\uff0c\u672c\u8f6e <code>messagesForQuery<\/code> \u88ab\u66ff\u6362\u3002<\/li>\n<li><strong>\u6d41\u5f0f\u91c7\u6837<\/strong>\uff1a\u8fdb\u5165\u5185\u5c42 <code>attemptWithFallback<\/code> \u5faa\u73af\uff0c\u8c03\u7528 <code>callModel<\/code>\uff0c\u628a <code>toolUseContext.abortController.signal<\/code> \u76f4\u63a5\u6302\u5230\u6d41\u4e0a\u3002\u6a21\u578b\u4e00\u8fb9\u751f\u6210\u4e00\u8fb9\u4ea7\u51fa <code>tool_use<\/code> \u5757\u2014\u2014<strong>\u4e0d\u5fc5\u7b49\u6a21\u578b\u628a\u6574\u6bb5\u8bdd\u8bf4\u5b8c<\/strong>\u3002<\/li>\n<li><strong>\u6d41\u5f0f\u5de5\u5177\u6d3e\u53d1<\/strong>\uff1a\u89e3\u6790\u5230 <code>tool_use<\/code> \u6bb5\u7684\u540c\u4e00\u65f6\u523b\uff0c\u5de5\u5177\u88ab\u4ea4\u7ed9 <code>streamingToolExecutor<\/code> \u5e76\u53d1\u6267\u884c\u3002\u591a\u4e2a\u5de5\u5177\u95f4\u7684\u6267\u884c\u987a\u5e8f\u7531 executor \u7f16\u6392\uff0c\u7ed3\u679c\u6309\u5b8c\u6210\u65f6\u95f4\u9010\u4e2a\u56de\u704c\u3002<\/li>\n<li><strong>Microcompact \u8fb9\u754c\u6807\u8bb0<\/strong>\uff1a\u4e00\u65e6\u5fae\u538b\u7f29\u5728\u672c\u8f6e\u5185\u786e\u5b9e\u6e05\u6389\u4e86\u82e5\u5e72 tool_result\uff0cyield \u4e00\u6761 <code>microcompact_boundary<\/code> \u6d88\u606f\uff0c\u8ba9 UI \/ \u56de\u653e\u7cfb\u7edf\u77e5\u9053\u54ea\u4e00\u8f6e\u53d1\u751f\u8fc7\u9690\u5f0f\u88c1\u526a\u3002<\/li>\n<li><strong>\u53d6\u6d88\u5904\u7406<\/strong>\uff1a\u6bcf\u6b21\u8fdb\u5165\u4e0b\u4e00\u9636\u6bb5\u524d\u90fd\u68c0\u67e5 <code>abortController.signal.aborted<\/code>\u3002\u4e00\u65e6\u7f6e\u4f4d\uff0c\u4e3b\u5faa\u73af\u4e0d\u7acb\u523b\u9000\u51fa\uff0c\u800c\u662f\u5148 <code>drain<\/code> <code>streamingToolExecutor.getRemainingResults()<\/code>\u2014\u2014\u628a\u6240\u6709 in-flight \u7684\u5de5\u5177\u7ed3\u679c\u90fd\u8865\u6210 <code>tool_result<\/code> \u5757\u3002\u8fd9\u4e00\u6b65\u4fdd\u8bc1\u4e0d\u4f1a\u7559\u4e0b\u4efb\u4f55 <code>tool_use<\/code> \u6ca1\u6709\u5339\u914d <code>tool_result<\/code> \u7684 orphan\uff0c\u5426\u5219\u4e0b\u6b21\u63d0\u4ea4 API \u4f1a\u76f4\u63a5\u88ab\u62d2\u3002<\/li>\n<li><strong>\u7528\u6237\u4e2d\u65ad\u6807\u8bb0<\/strong>\uff1a\u82e5\u53d6\u6d88\u539f\u56e0\u4e0d\u662f <code>interrupt<\/code>\uff0cyield \u4e00\u6761 <code>user_interruption<\/code> \u6d88\u606f\uff0c\u907f\u514d\u9759\u9ed8\u6d88\u5931\u3002<\/li>\n<li><strong>AutoCompact \u51b3\u7b56<\/strong>\uff1a\u5230\u672c\u8f6e\u5c3e\u58f0\uff0c\u8c03\u7528 <code>autoCompactIfNeeded<\/code>\u3002\u5982\u679c\u89e6\u53d1\uff0c\u5148\u5c1d\u8bd5 SessionMemory \u8def\u5f84\uff1b\u5931\u8d25\u518d\u8d70 Full Compact\u3002\u538b\u7f29\u6210\u529f\u5219 yield \u51fa\u65b0\u7684 PostCompact \u6d88\u606f\u5e8f\u5217\u5e76\u6574\u4f53\u66ff\u6362 <code>state.messages<\/code>\uff0c\u628a <code>autoCompactTracking.compacted<\/code> \u7f6e true\u3001<code>turnCounter<\/code> \u5f52\u96f6\uff1b\u5931\u8d25\u5219\u9012\u589e <code>consecutiveFailures<\/code> \u5e76\u5728\u8fbe\u5230 3 \u6b21\u65f6\u7194\u65ad\uff08\u8be6\u7ec6\u9608\u503c\u89c1 \u00a73\uff09\u3002<\/li>\n<li><strong>StopHooks \u4ef2\u88c1<\/strong>\uff1a\u628a&quot;\u672c\u8f6e\u5df2\u5b8c\u6210&quot;\u7684\u4e8b\u5b9e\u4ea4\u7ed9 <code>handleStopHooks<\/code>\u3002\u4e09\u79cd\u8fd4\u56de\uff1a(a) <code>preventContinuation<\/code> \u2014\u2014 \u76f4\u63a5\u9000\u51fa\u4e3b\u5faa\u73af\uff0cturn \u7ed3\u675f\uff1b(b) <code>blockingErrors<\/code> \u2014\u2014 \u628a\u9519\u8bef\u6ce8\u5165\u4e0b\u4e00\u8f6e\u4e0a\u4e0b\u6587\uff0c\u6807\u8bb0 <code>stopHookActive=true<\/code> \u540e\u56de\u5230\u4e0b\u4e00\u8f6e\uff1b(c) \u901a\u8fc7 \u2014\u2014 \u81ea\u7136\u7ee7\u7eed\u3002<\/li>\n<li><strong>\u72b6\u6001\u63d0\u4ea4<\/strong>\uff1a\u4ee5&quot;\u6574\u5bf9\u8c61\u91cd\u5199&quot;\u7684\u65b9\u5f0f\u751f\u6210\u65b0 <code>state<\/code>\uff0c\u907f\u514d 9 \u4e2a\u5b57\u6bb5\u6563\u70b9\u8d4b\u503c\u4ea7\u751f\u4e0d\u4e00\u81f4\u3002\u56de\u5230\u4e8b\u4ef6 1\u3002<\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"23_%E4%BA%8B%E4%BB%B6%E6%B5%81%E5%9B%BE\"><\/span>2.3 \u4e8b\u4ef6\u6d41\u56fe<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre><code class=\"language-mermaid\">graph TD\n    S[\u5165\u8f6e destructure] --&gt; A[yield stream_request_start]\n    A --&gt; B[Microcompact \u9884\u6e05\u626b]\n    B --&gt; R{Reactive \u6761\u4ef6?}\n    R -- \u547d\u4e2d --&gt; RC[\u53cd\u5e94\u5f0f\u538b\u7f29 \u00b7 \u66ff\u6362 messages]\n    R -- \u672a\u547d\u4e2d --&gt; M[\u6d41\u5f0f\u91c7\u6837 callModel]\n    RC --&gt; M\n    M --&gt; T[\u6d41\u5f0f\u5de5\u5177\u6d3e\u53d1 \u00b7 \u5e76\u53d1\u6267\u884c]\n    T --&gt; X{\u547d\u4e2d\u5fae\u538b\u7f29?}\n    X -- \u662f --&gt; XB[yield microcompact_boundary]\n    X -- \u5426 --&gt; C\n    XB --&gt; C{abort \u7f6e\u4f4d?}\n    C -- \u662f --&gt; D[drain \u5269\u4f59\u5de5\u5177\u7ed3\u679c]\n    D --&gt; U[yield user_interruption]\n    U --&gt; AC\n    C -- \u5426 --&gt; AC{AutoCompact \u89e6\u53d1?}\n    AC -- \u662f --&gt; CP[SessionMemory \u2192 Full \u2192 PostCompact \u6ce8\u5165]\n    AC -- \u5426 --&gt; H\n    CP --&gt; H[StopHooks \u4ef2\u88c1]\n    H --&gt; HD{preventContinuation?}\n    HD -- \u662f --&gt; END[\u9000\u51fa\u4e3b\u5faa\u73af \u00b7 turn \u7ed3\u675f]\n    HD -- \u5426 --&gt; NS[\u6574\u4f53\u66ff\u6362 state] --&gt; S<\/code><\/pre>\n<h3><span class=\"ez-toc-section\" id=\"24_%E4%B8%A4%E4%B8%AA%E5%AE%B9%E6%98%93%E8%A2%AB%E4%BD%8E%E4%BC%B0%E7%9A%84%E8%AE%BE%E8%AE%A1%E5%86%B3%E7%AD%96\"><\/span>2.4 \u4e24\u4e2a\u5bb9\u6613\u88ab\u4f4e\u4f30\u7684\u8bbe\u8ba1\u51b3\u7b56<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>\u6d41\u5f0f\u5de5\u5177\u5e76\u53d1<\/strong>\u3002\u591a\u6570\u6846\u67b6\u9009\u62e9&quot;\u7b49\u6a21\u578b\u8bf4\u5b8c\u518d\u6279\u5904\u7406\u5de5\u5177&quot;\uff0c\u7406\u7531\u662f\u66f4\u53ef\u63a7\u3002\u4ee3\u4ef7\u662f\u6bcf\u8f6e\u591a\u7b49\u4e00\u6b21\u5b8c\u6574\u751f\u6210\u3002Claude Code \u9009\u62e9\u5728 <code>tool_use<\/code> \u6bb5\u521a\u88ab\u89e3\u6790\u51fa\u6765\u7684\u540c\u4e00\u65f6\u523b\u5c31\u4ea4\u7ed9 executor \u5e76\u53d1\u8dd1\uff0c\u8282\u594f\u66f4\u63a5\u8fd1\u4eba\u7684&quot;\u8fb9\u60f3\u8fb9\u505a&quot;\u3002\u4ee3\u4ef7\u662f\u5fc5\u987b\u628a&quot;\u53d6\u6d88\u65f6 drain \u6389\u6240\u6709 in-flight \u5de5\u5177&quot;\u505a\u5bf9\uff0c\u5426\u5219 orphan tool_use \u4f1a\u8ba9\u540e\u7eed API \u8c03\u7528\u76f4\u63a5 400\u3002\u4e8b\u4ef6 8 \u5c31\u662f\u8fd9\u6761\u4e0d\u53d8\u91cf\u7684\u515c\u5e95\u3002<\/p>\n<p><strong>TokenBudget \u4e0d\u662f\u5355\u6839\u786c\u4e0a\u9650<\/strong>\u3002\u5982\u679c\u53ea\u6709\u4e00\u6839\u7ebf&quot;\u5230\u4e86\u5c31\u6458\u8981&quot;\uff0c\u5c31\u53ea\u80fd\u5728\u9608\u503c\u9644\u8fd1\u53cd\u590d\u6a2a\u8df3\u3002Claude Code \u628a\u9884\u7b97\u62c6\u4e09\u9053\u2014\u2014\u786c\u7a97\u53e3\u3001\u5de5\u4f5c\u9884\u7b97\u3001\u7cfb\u7edf\u9884\u7559\uff0c\u8ba9&quot;\u8fd8\u80fd\u4e0d\u80fd\u52a8\u624b&quot;\u548c&quot;\u8fd8\u80fd\u4e0d\u80fd\u60f3\u4e0b\u4e00\u6b65&quot;\u5206\u5f00\u51b3\u7b56\u3002\u8fd9\u6b63\u662f \u00a73 \u4e94\u7ea7\u538b\u7f29\u68af\u5b50\u80fd\u6309\u4fb5\u5165\u6027\u5206\u7ea7\u7684\u524d\u63d0\uff1a\u6ca1\u6709\u4e09\u9053\u9600\uff0c\u5c31\u6ca1\u6709\u53ef\u5206\u7ea7\u7684\u7a7a\u95f4\u3002<\/p>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"3_%E4%B8%8A%E4%B8%8B%E6%96%87%E5%8E%8B%E7%BC%A9%EF%BC%9A%E4%BA%94%E7%BA%A7%E6%A2%AF%E5%AD%90%E4%B8%8E%E6%AF%8F%E4%B8%80%E7%BA%A7%E7%9A%84%E7%9C%9F%E5%AE%9E%E7%AE%97%E6%B3%95\"><\/span>3. \u4e0a\u4e0b\u6587\u538b\u7f29\uff1a\u4e94\u7ea7\u68af\u5b50\u4e0e\u6bcf\u4e00\u7ea7\u7684\u771f\u5b9e\u7b97\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/weizn.net\/wp-content\/uploads\/2026\/05\/post-1079-6a003d3f0fabe.png\" \/><\/p>\n<p><strong>\u56fe\u91ca<\/strong>\uff1a\u56fe\u81ea\u5de6\u5411\u53f3\u4f9d\u4fb5\u5165\u6027\u9012\u589e\u5c55\u5f00\u4e94\u7ea7\u9636\u68af\u2014\u2014\u2460 <strong>SessionMemory Compaction<\/strong>\uff08IO \u7ea7\u96f6\u635f\u5931\uff0c\u4e0d\u6495\u7f13\u5b58\uff0c\u4f9d\u8d56\u540e\u53f0 agent \u5df2\u62bd\u53d6\u597d\u7684\u4f1a\u8bdd\u6458\u8981\u6587\u4ef6\uff09\u2192 \u2461 <strong>Reactive Compaction<\/strong>\uff08\u4e8b\u4ef6\u9a71\u52a8\u5c40\u90e8\u88c1\u526a\uff0c\u88ab 413 prompt-too-long \u89e6\u53d1\uff0c\u6700\u5c0f\u5316\u6270\u52a8\uff09\u2192 \u2462 <strong>Microcompact<\/strong>\uff08\u767d\u540d\u5355 8 \u7c7b\u5de5\u5177\u7684\u65e7 tool_result \u6e05\u626b\uff0c\u53cc\u8def\u5f84\uff1acached MC \u7528 cache_edits API \u4e0d\u6495\u7f13\u5b58 \/ time-based \u628a\u8fc7\u671f tool_result \u5185\u5bb9\u66ff\u6362\u4e3a\u5360\u4f4d\u7b26\uff09\u2192 \u2463 <strong>Full Compaction<\/strong>\uff08forked agent \u6458\u8981 + cache \u91cd\u5efa + PostCompact 50K \u6ce8\u5165\u9884\u7b97\uff09\u2192 \u2464 <strong>Context Collapse<\/strong>\uff08\u6298\u53e0\u5230\u6700\u5c0f\u9aa8\u67b6 \u00b7 \u4efb\u52a1\u610f\u56fe + \u6d3b\u8dc3 Task id + \u5173\u952e\u7cfb\u7edf\u63d0\u793a \u00b7 \u515c\u5e95\uff09\u3002AutoCompact \u5165\u53e3\u9ed8\u8ba4\u8d70 \u2460 \u2192 \u2463 \u7684\u94fe\u8def\uff0c\u5148\u5c1d\u8bd5\u6700\u8f7b\u4e00\u7ea7\u3001\u625b\u4e0d\u4f4f\u624d\u62ac\u5347\uff1bReactive \u4e0e Collapse \u7531\u72ec\u7acb\u7279\u6027\u95e8\u63a7\u89e6\u53d1\uff0c\u4e0e AutoCompact \u4e92\u65a5\uff0c\u907f\u514d\u4e24\u6761\u8def\u5f84\u540c\u65f6\u6539\u5199\u540c\u4e00\u4efd\u5386\u53f2\u3002<\/p>\n<p>\u4e0a\u4e0b\u6587\u7a97\u53e3\u662f\u521a\u6027\u8d44\u6e90\uff0c\u4f46\u5b83\u4e0d\u662f\u975e\u9ed1\u5373\u767d\u7684&quot;\u591f \/ \u4e0d\u591f&quot;\u3002Claude Code \u5728\u7a97\u53e3\u7ba1\u7406\u4e0a\u505a\u7684\u5173\u952e\u51b3\u7b56\u53ea\u6709\u4e00\u53e5\u8bdd\u2014\u2014<strong>\u628a&quot;\u4e00\u6b21\u6458\u8981&quot;\u6362\u6210&quot;\u4e00\u6761\u9636\u68af&quot;<\/strong>\uff1a\u5148\u5c1d\u8bd5\u4fb5\u5165\u6027\u6700\u5c0f\u7684\u4e00\u7ea7\uff0c\u625b\u4e0d\u4f4f\u518d\u9010\u7ea7\u62ac\u5347\uff0c\u6bcf\u4e00\u7ea7\u90fd\u660e\u786e\u77e5\u9053\u81ea\u5df1\u5728\u727a\u7272\u4ec0\u4e48\u3002<\/p>\n<p>\u4e0b\u9762\u628a\u8fd9\u6761\u9636\u68af\u5f7b\u5e95\u62c6\u5f00\uff0c\u4ece\u89e6\u53d1\u6570\u5b66\u4e00\u8def\u63a8\u5230\u538b\u7f29\u52a8\u4f5c\u518d\u5230\u4e8b\u540e\u6e05\u7406\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"31_%E8%A7%A6%E5%8F%91%E6%95%B0%E5%AD%A6%EF%BC%9Aeffective_window_%E4%B8%8E%E4%B8%89%E9%81%93%E9%98%88%E5%80%BC\"><\/span>3.1 \u89e6\u53d1\u6570\u5b66\uff1aeffective window \u4e0e\u4e09\u9053\u9608\u503c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6240\u6709\u538b\u7f29\u5224\u5b9a\u90fd\u57fa\u4e8e\u4e00\u4e2a\u6d3e\u751f\u91cf <strong>effective context window<\/strong>\uff0c\u800c\u4e0d\u662f\u6a21\u578b\u6807\u79f0\u7684\u7a97\u53e3\u5927\u5c0f\uff1a<\/p>\n<pre><code>effectiveWindow = contextWindow(model) \u2212 reservedForSummary\nreservedForSummary = min(modelMaxOutput, 20_000)<\/code><\/pre>\n<p>\u6362\u8a00\u4e4b\uff0c\u6bcf\u4e2a\u4f1a\u8bdd<strong>\u5148\u6263\u6389 20K token \u7ed9\u6458\u8981\u8bf7\u6c42\u81ea\u5df1<\/strong>\u2014\u2014\u56e0\u4e3a Full Compact \u89e6\u53d1\u65f6\u8fd8\u8981\u8ba9\u6a21\u578b\u751f\u6210\u4e00\u4efd\u65b0\u6458\u8981\uff0c\u8fd9\u90e8\u5206\u8f93\u51fa\u7a7a\u95f4\u5fc5\u987b\u7559\u51fa\u6765\u3002<code>CLAUDE_CODE_AUTO_COMPACT_WINDOW<\/code> \u73af\u5883\u53d8\u91cf\u53ef\u5728\u6d4b\u8bd5\u65f6\u628a <code>contextWindow<\/code> \u8fdb\u4e00\u6b65\u6536\u7d27\u3002<\/p>\n<p>\u5728 effective window \u4e4b\u4e0a\uff0c\u518d\u5212\u4e09\u9053\u9608\u503c\uff0c\u6bcf\u9053\u6709\u81ea\u5df1\u7684\u7f13\u51b2\u5e38\u91cf\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u4fe1\u53f7<\/th>\n<th>\u516c\u5f0f<\/th>\n<th>\u7f13\u51b2\u91cf<\/th>\n<th>\u7528\u9014<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>AutoCompact \u89e6\u53d1\u7ebf<\/td>\n<td><code>effectiveWindow \u2212 13_000<\/code><\/td>\n<td><code>AUTOCOMPACT_BUFFER = 13K<\/code><\/td>\n<td>\u4e3b\u52a8\u538b\u7f29\u8d77\u70b9\uff0c\u5bf9\u5e94&quot;\u8fd8\u6709 \u226413K \u4f59\u91cf&quot;\u65f6\u8fdb\u68af\u5b50<\/td>\n<\/tr>\n<tr>\n<td>Warning \/ Error \u4fe1\u53f7\u7ebf<\/td>\n<td><code>effectiveWindow \u2212 20_000<\/code><\/td>\n<td><code>WARNING\/ERROR_BUFFER = 20K<\/code><\/td>\n<td>UI \u63d0\u793a\u7528\u6237\u4e0a\u4e0b\u6587\u5403\u7d27<\/td>\n<\/tr>\n<tr>\n<td>\u963b\u585e\u786c\u4e0a\u9650<\/td>\n<td><code>effectiveWindow \u2212 3_000<\/code><\/td>\n<td><code>MANUAL_COMPACT_BUFFER = 3K<\/code><\/td>\n<td>\u5373\u5c06\u5f7b\u5e95\u6ca1\u7a7a\u95f4\uff0c\u65b0\u8bf7\u6c42\u88ab\u62d2<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><code>tokenUsage<\/code> \u7531 <code>tokenCountWithEstimation(messages)<\/code> \u4f30\u7b97\u5f97\u5230\uff08\u542b <code>tool_result<\/code>\u3001image=2000 token\u3001document=2000 token\u3001thinking \u6587\u672c\uff0c\u6700\u540e\u6574\u4f53 \u00d74\/3 \u4fdd\u5b88\u586b\u5145\uff09\u3002\u6bcf\u4e00\u8f6e\u8fed\u4ee3\u5c3e\u90e8\u90fd\u4f1a\u7528\u540c\u4e00\u4efd <code>tokenUsage<\/code> \u4e0e\u4e09\u6761\u7ebf\u6bd4\u5bf9\uff0c\u51b3\u5b9a\u672c\u8f6e\u662f\u5426\u8fdb\u5165\u68af\u5b50\u3002<\/p>\n<p><strong>\u7194\u65ad<\/strong>\uff1a\u8fde\u7eed 3 \u6b21\u81ea\u52a8\u538b\u7f29\u5931\u8d25\u540e\uff0c\u6574\u4f1a\u8bdd\u7684 autoCompact \u901a\u9053\u88ab\u5207\u65ad\u3002\u8fd9\u6761\u7535\u8def\u4fdd\u62a4\u6e90\u4e8e\u4e00\u4efd\u751f\u4ea7\u6570\u636e\u2014\u2014\u66fe\u6709 1279 \u4e2a\u4f1a\u8bdd\u5728\u4e0d\u53ef\u6062\u590d\u8d85\u957f\u7684\u72b6\u6001\u4e0b\u53cd\u590d\u5c1d\u8bd5\u538b\u7f29\uff08\u6700\u9ad8\u5355\u4f1a\u8bdd 3272 \u6b21\uff09\uff0c\u6bcf\u5929\u6d6a\u8d39\u7ea6 25 \u4e07\u6b21 API \u8c03\u7528\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"32_%E4%BA%94%E7%BA%A7%E6%A2%AF%E5%AD%90%EF%BC%9A%E8%A7%A6%E5%8F%91_%E2%86%92_%E7%AE%97%E6%B3%95_%E2%86%92_%E5%BD%B1%E5%93%8D\"><\/span>3.2 \u4e94\u7ea7\u68af\u5b50\uff1a\u89e6\u53d1 \u2192 \u7b97\u6cd5 \u2192 \u5f71\u54cd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u89e6\u53d1\u7ebf\u4e00\u65e6\u88ab\u8d8a\u8fc7\uff0c\u4e0d\u4f1a\u76f4\u63a5\u8d70&quot;\u6458\u8981\u5168\u90e8\u5386\u53f2&quot;\u3002\u7cfb\u7edf\u6309\u4e0b\u8868\u81ea\u4e0b\u800c\u4e0a\u9010\u7ea7\u5c1d\u8bd5\uff0c\u6bcf\u4e00\u7ea7\u90fd\u6bd4\u4e0a\u4e00\u7ea7\u591a\u653e\u5f03\u4e00\u70b9\u7ec6\u8282\u3001\u4f46\u6bd4\u7c97\u66b4\u6458\u8981\u5c11\u635f\u5931\u5f88\u591a\u4e0a\u4e0b\u6587\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u7ea7\u522b<\/th>\n<th>\u89e6\u53d1<\/th>\n<th>\u7b97\u6cd5\u6838\u5fc3<\/th>\n<th>\u5bf9 messages \u7684\u5f71\u54cd<\/th>\n<th>\u5bf9 prompt cache \u7684\u5f71\u54cd<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u2460 <strong>SessionMemory Compaction<\/strong><\/td>\n<td>AutoCompact \u89e6\u53d1\u540e<strong>\u4f18\u5148\u5c1d\u8bd5<\/strong><\/td>\n<td>\u4ece <code>lastSummarizedMessageId<\/code> \u4e4b\u540e\u4fdd\u7559\u6d88\u606f\uff0c\u5411\u524d\u6269\u5f20\u76f4\u5230 <code>tokens \u2265 minTokens(10K)<\/code> \u4e14 <code>\u6587\u672c\u5757\u6d88\u606f\u6570 \u2265 5<\/code>\uff0c\u786c\u9876 <code>maxTokens=40K<\/code>\uff1b\u5c55\u5f00\u8fc7\u7a0b\u4e25\u5b88 <code>tool_use \u2194 tool_result<\/code> \u914d\u5bf9\u3001<code>thinking<\/code> \u5757\u4e0e\u540c message-id \u4e0d\u5207\u65ad<\/td>\n<td>\u628a\u5df2\u4fdd\u7559\u6bb5\u843d\u5199\u5165\u6458\u8981 + \u5934\u90e8\u63d2\u5165 boundary marker\uff1b\u540e\u6bb5\u4fdd\u7559\u539f\u6837<\/td>\n<td>\u4e0d\u6495\u7f13\u5b58\u524d\u7f00<\/td>\n<\/tr>\n<tr>\n<td>\u2461 <strong>Reactive Compaction<\/strong><\/td>\n<td>API \u8fd4\u56de <code>prompt-too-long<\/code>(413) \u540e\u88ab\u52a8\u89e6\u53d1\uff0c\u7279\u6027\u95e8\u63a7\u5f00\u542f\u65f6\u542f\u7528<\/td>\n<td>\u5c40\u90e8\u88c1\u526a\u89e6\u53d1\u90a3\u6b21\u8bf7\u6c42\u91cc\u6700\u957f\u7684 tool_result \u6216\u6700\u65e7\u7684\u51e0\u6761\u6d88\u606f\uff0c\u518d\u91cd\u65b0\u63d0\u4ea4<\/td>\n<td>\u5c40\u90e8\u66ff\u6362\uff0c\u6700\u5c0f\u5316\u6270\u52a8<\/td>\n<td>\u4ec5\u6253\u65ad\u5c40\u90e8 cache\uff0c\u4e0d\u5168\u5931\u6548<\/td>\n<\/tr>\n<tr>\n<td>\u2462 <strong>Microcompact<\/strong><\/td>\n<td>Token \u9884\u7b97\u9884\u8b66 \/ cache \u5bb9\u91cf\u9884\u8b66 \/ \u65f6\u95f4\u95f4\u9694\u8fc7\u957f<\/td>\n<td><strong>\u53cc\u8def\u5f84<\/strong>\uff1a(a) <code>cachedMicrocompact<\/code> \u2014\u2014 \u4e0d\u52a8\u672c\u5730\u6d88\u606f\uff0c\u5411 API \u53d1\u9001 <code>cache_edits<\/code> \u6307\u4ee4\u5220\u9664\u5df2\u8fc7\u671f\u7684 <code>tool_result<\/code>\uff1b(b) <code>timeBasedMicrocompact<\/code> \u2014\u2014 \u5f53\u8ddd\u79bb\u4e0a\u4e00\u6761 assistant \u6d88\u606f gap &gt; \u9608\u503c\u65f6\uff0c\u628a\u65e7 <code>tool_result<\/code> \u5185\u5bb9\u66ff\u6362\u4e3a\u5b57\u7b26\u4e32 <code>[Old tool result content cleared]<\/code>\uff0c\u81f3\u5c11\u4fdd\u7559\u6700\u8fd1 1 \u6761<\/td>\n<td>\u4ec5\u6e05\u767d\u540d\u5355 8 \u7c7b\u5de5\u5177\u7684\u65e7 tool_result\uff1aFileRead \/ FileEdit \/ FileWrite \/ Grep \/ Glob \/ Shell \/ WebSearch \/ WebFetch\uff1b\u5176\u5b83\u5de5\u5177\u7ed3\u679c\u4e0d\u52a8<\/td>\n<td>(a) \u4e0d\u6495\u7f13\u5b58\uff1b(b) \u56e0\u5185\u5bb9\u5df2\u53d8\uff0c\u4e0b\u6b21\u81ea\u7136\u51b7\u542f\u52a8<\/td>\n<\/tr>\n<tr>\n<td>\u2463 <strong>Full Compaction<\/strong><\/td>\n<td>SessionMemory \u4e0d\u53ef\u7528 \/ \u5931\u8d25 \/ \u7528\u6237\u6572 <code>\/compact<\/code><\/td>\n<td>\u8d77\u4e00\u4e2a forked agent \u8bfb\u5b8c\u5f53\u524d\u6240\u6709\u6d88\u606f\uff08\u5148\u5265\u56fe\uff1a<code>image<\/code> \/ <code>document<\/code> \u66ff\u6362\u4e3a <code>[image]<\/code> \/ <code>[document]<\/code> \u5360\u4f4d\uff09\uff0c\u751f\u6210\u4e00\u6bb5\u6458\u8981\uff0c\u628a\u6458\u8981 + boundary marker + \u5fc5\u8981\u9644\u4ef6 + \u8ba1\u5212\u6587\u4ef6\u4f5c\u4e3a\u65b0\u7684 <code>messages<\/code> \u5934\u90e8\uff1b\u6700\u591a\u91cd\u8bd5 2 \u6b21<\/td>\n<td>\u5386\u53f2\u6d88\u606f\u6574\u4f53\u88ab\u66ff\u6362\uff1b\u4fdd\u7559\u6700\u8fd1\u4e00\u6bb5\u5df2\u5207\u7247\u7684\u6d88\u606f\u4ee5\u7ef4\u6301 API \u4e0d\u53d8\u91cf<\/td>\n<td>\u6574\u6bb5 cache \u5931\u6548\uff0c\u5fc5\u987b notify cache-break-detection \u628a\u8fd9\u6b21\u6389\u7f13\u5b58\u8ba1\u4e3a\u5408\u6cd5\u4e8b\u4ef6\u800c\u975e\u5f02\u5e38<\/td>\n<\/tr>\n<tr>\n<td>\u2464 <strong>Context Collapse<\/strong><\/td>\n<td>\u7279\u6027\u95e8\u63a7\u6253\u5f00\u4e14 90% \u89e6\u53d1 commit-start \/ 95% \u963b\u585e spawn<\/td>\n<td>\u6298\u53e0\u5230\u6700\u5c0f\u9aa8\u67b6\uff1a\u4ec5\u4fdd\u7559\u4efb\u52a1\u610f\u56fe\u3001\u5f53\u524d\u6d3b\u8dc3 Task \u7684 id \u6307\u9488\u3001\u5173\u952e\u7cfb\u7edf\u63d0\u793a<\/td>\n<td>\u51e0\u4e4e\u6240\u6709\u4e2d\u95f4\u8fc7\u7a0b\u88ab\u820d\u5f03<\/td>\n<td>\u6574\u6bb5 cache \u5931\u6548\uff0c\u4f46\u4fdd\u7559\u4efb\u52a1\u7ea7 id \u94fe\u8def\u4f9b\u540e\u7eed\u91cd\u5efa<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u51e0\u6761\u5bb9\u6613\u88ab\u5ffd\u7565\u4f46\u5f88\u5173\u952e\u7684\u4e0d\u53d8\u91cf\uff1a<\/p>\n<ul>\n<li><strong>\u68af\u5b50\u5e76\u975e\u6bcf\u4e00\u7ea7\u90fd\u4f1a\u8dd1\u4e00\u904d<\/strong>\u3002AutoCompact \u5165\u53e3\u5148 try \u4e00\u6b21 SessionMemory\uff0c\u5931\u8d25\u624d\u8d70 Full\uff1bReactive \u4e0e Context Collapse \u5219\u7531\u5404\u81ea\u95e8\u63a7\u72ec\u7acb\u89e6\u53d1\uff0c\u4e0e AutoCompact \u4e92\u65a5\uff08\u9632\u6b62\u4e24\u6761\u8def\u5f84\u540c\u65f6\u6539\u5199\u540c\u4e00\u4efd\u5386\u53f2\uff09\u3002<\/li>\n<li><strong>SessionMemory \u8def\u5f84\u4e0d\u8c03\u6a21\u578b<\/strong>\u3002\u5b83\u4f9d\u8d56\u53e6\u4e00\u4e2a\u540e\u53f0 agent \u5df2\u7ecf\u5f02\u6b65\u62bd\u53d6\u597d\u7684\u4f1a\u8bdd\u6458\u8981\u6587\u4ef6\uff0c\u4e3b\u5faa\u73af\u53ea\u662f&quot;\u53d6\u8fc7\u6765\u76f4\u63a5\u5f53 PostCompact \u7528&quot;\uff0c\u6240\u4ee5\u4ee3\u4ef7\u662f IO \u7ea7\u800c\u975e API \u7ea7\u2014\u2014\u8fd9\u6b63\u662f\u5b83\u80fd\u653e\u5728\u68af\u5b50\u6700\u5e95\u5c42\u3001\u88ab\u9ed8\u8ba4\u4f18\u5148\u5c1d\u8bd5\u7684\u539f\u56e0\u3002<\/li>\n<li><strong>Microcompact \u7684\u4e24\u6761\u8def\u5f84\u4e92\u65a5<\/strong>\u3002time-based \u4e00\u65e6\u547d\u4e2d\u5c31 short-circuit \u8fd4\u56de\uff0c\u56e0\u4e3a\u5b83\u5df2\u7ecf\u628a\u7f13\u5b58\u641e\u51b7\u4e86\uff0c\u518d\u8ba9 cached-MC \u8bd5\u56fe\u7f16\u8f91\u7f13\u5b58\u53ea\u4f1a\u51fa\u9519\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"33_PostCompact_%E6%B3%A8%E5%85%A5%EF%BC%9A%E6%91%98%E8%A6%81%E4%B9%8B%E5%90%8E%E8%BF%98%E8%A6%81%E5%A1%9E%E5%9B%9E%E4%BB%80%E4%B9%88\"><\/span>3.3 PostCompact \u6ce8\u5165\uff1a\u6458\u8981\u4e4b\u540e\u8fd8\u8981\u585e\u56de\u4ec0\u4e48<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5168\u91cf\u538b\u7f29\u4e4b\u540e\u5e76\u4e0d\u662f&quot;\u53ea\u5269\u4e00\u6bb5\u6458\u8981&quot;\u3002\u7cfb\u7edf\u4f1a\u6309\u4e00\u4efd\u5e26\u9884\u7b97\u7684\u6e05\u5355\u628a\u5fc5\u8981\u4e0a\u4e0b\u6587\u91cd\u65b0\u6ce8\u5165\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u6ce8\u5165\u9879<\/th>\n<th>\u9884\u7b97<\/th>\n<th>\u8bf4\u660e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6458\u8981\u6d88\u606f\u672c\u8eab<\/td>\n<td>\u2014<\/td>\n<td>\u7531 forked agent \u751f\u6210\u7684\u5bf9\u8bdd\u6458\u8981<\/td>\n<\/tr>\n<tr>\n<td>\u8ba1\u5212\u9644\u4ef6\uff08Plan\uff09<\/td>\n<td>\u2014<\/td>\n<td>\u5f53\u524d Plan \u6587\u4ef6\u5168\u6587\uff08\u5982\u6709\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u91cd\u8981\u6587\u4ef6\u56de\u586b<\/td>\n<td>\u603b \u2264 50K\uff0c\u5355\u6587\u4ef6 \u2264 5K\uff0c\u6700\u591a 5 \u4e2a<\/td>\n<td>\u6458\u8981\u524d\u540e\u66fe\u88ab\u8bfb\u53d6\u7684\u9ad8\u4ef7\u503c\u6587\u4ef6\uff0c\u6309\u89c4\u5219\u622a\u53d6<\/td>\n<\/tr>\n<tr>\n<td>Skills \u56de\u586b<\/td>\n<td>\u603b \u2264 25K\uff0c\u5355 skill \u2264 5K<\/td>\n<td>\u5df2\u88ab\u8c03\u7528\u8fc7\u7684 skill \u63cf\u8ff0\uff0c\u6309 token \u9884\u7b97\u622a\u9876<\/td>\n<\/tr>\n<tr>\n<td>MCP \/ \u5de5\u5177\u5217\u8868\u589e\u91cf<\/td>\n<td>\u2014<\/td>\n<td>\u5982\u679c\u5de5\u5177\u96c6\u6709\u53d8\u5316\u5219\u6ce8\u5165 delta<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8fd9\u4efd&quot;\u91cd\u65b0\u6ce8\u5165&quot;\u662f Claude Code \u8ba9\u7528\u6237\u5728 <code>\/compact<\/code> \u4e4b\u540e\u4ecd\u80fd&quot;\u63a5\u7740\u5e72&quot;\u7684\u5173\u952e\u3002\u5e38\u89c1\u9519\u8bef\u5b9e\u73b0\u662f\u53ea\u4fdd\u7559\u6458\u8981\u2014\u2014\u7ed3\u679c\u6a21\u578b\u7acb\u523b\u628a\u5df2\u7ecf\u8bfb\u8fc7\u7684\u5173\u952e\u6587\u4ef6\u518d\u8bfb\u4e00\u904d\uff0c\u5f00\u9500\u7ffb\u500d\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"34_PostCompact_%E7%9A%84_9_%E9%A1%B9%E5%B9%82%E7%AD%89%E6%B8%85%E7%90%86\"><\/span>3.4 PostCompact \u7684 9 \u9879\u5e42\u7b49\u6e05\u7406<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u538b\u7f29\u6210\u529f<strong>\u4e0d\u53ea\u662f\u66ff\u6362\u4e86 messages<\/strong>\u3002\u5b83\u8fd8\u4f1a\u89e6\u53d1\u4e00\u7ec4\u660e\u786e\u767b\u8bb0\u7684\u6e05\u7406\u52a8\u4f5c\uff0c\u6bcf\u4e00\u9879\u90fd\u662f&quot;\u538b\u7f29\u5bf9\u8fd0\u884c\u65f6\u5176\u5b83\u72b6\u6001\u7684\u526f\u4f5c\u7528\u5fc5\u987b\u88ab\u663e\u5f0f\u5f52\u96f6&quot;\u2014\u2014\u5426\u5219\u4e0b\u4e00\u8f6e cache \u547d\u4e2d\u3001\u6743\u9650\u68c0\u67e5\u3001\u8bb0\u5fc6\u52a0\u8f7d\u90fd\u4f1a\u6307\u5411\u9519\u7684\u5bf9\u8c61\uff1a<\/p>\n<ol>\n<li><code>resetMicrocompactState<\/code> \u2014\u2014 \u6e05\u6389 cached MC \u5df2\u6ce8\u518c\u7684 tool_id \u8868\u4e0e pending cache_edits\uff08\u5426\u5219\u4e0b\u8f6e\u4f1a\u8bd5\u56fe\u7f16\u8f91 server \u4e0a\u5df2\u4e0d\u5b58\u5728\u7684 tool\uff09<\/li>\n<li><code>resetContextCollapse<\/code>\uff08\u4ec5\u4e3b\u7ebf\u7a0b\u538b\u7f29\u65f6\uff09\u2014\u2014 \u6298\u53e0\u72b6\u6001\u5f52\u96f6<\/li>\n<li><code>getUserContext.cache.clear()<\/code> \u2014\u2014 \u6e05\u5916\u5c42\u7528\u6237\u4e0a\u4e0b\u6587\u8bb0\u5fc6\u7f13\u5b58<\/li>\n<li><code>resetGetMemoryFilesCache(&#039;compact&#039;)<\/code> \u2014\u2014 \u6e05\u5185\u5c42 CLAUDE.md \/ MEMORY.md \u52a0\u8f7d\u7f13\u5b58\uff0c\u91cd\u65b0\u89e6\u53d1 InstructionsLoaded \u94a9\u5b50<\/li>\n<li><code>clearSystemPromptSections<\/code> \u2014\u2014 \u7cfb\u7edf\u63d0\u793a\u5206\u6bb5\u6e05\u96f6\uff0c\u907f\u514d stale section \u6f0f\u51fa<\/li>\n<li><code>clearClassifierApprovals<\/code> \u2014\u2014 \u6e05\u6389\u4e4b\u524d\u6279\u8fc7\u7684\u5206\u7c7b\u5668 yolo \u5ba1\u6279<\/li>\n<li><code>clearSpeculativeChecks<\/code> \u2014\u2014 Bash \u6295\u673a\u6743\u9650\u68c0\u67e5\u6e05\u96f6<\/li>\n<li><code>clearBetaTracingState<\/code> \u2014\u2014 Beta tracing \u72b6\u6001\u6e05\u96f6<\/li>\n<li><code>clearSessionMessagesCache<\/code> \u2014\u2014 \u4f1a\u8bdd\u6d88\u606f\u7f13\u5b58\u6e05\u96f6<\/li>\n<\/ol>\n<p>\u540c\u65f6\u8c03\u7528 <code>notifyCompaction<\/code> \/ <code>notifyCacheDeletion<\/code> \u4e3b\u52a8\u544a\u8bc9 prompt-cache-break \u68c0\u6d4b\u5668\uff1a&quot;\u8fd9\u6b21\u7f13\u5b58\u6389\u662f\u9884\u671f\u7684\uff0c\u522b\u8bef\u62a5\u4e3a\u5f02\u5e38&quot;\uff1b\u8c03\u7528 <code>setLastSummarizedMessageId(undefined)<\/code> \u91cd\u7f6e\u6458\u8981\u6307\u9488\u2014\u2014\u56e0\u4e3a Full Compact \u66ff\u6362\u4e86\u6240\u6709\u6d88\u606f UUID\uff0c\u4efb\u4f55\u6307\u5411\u65e7 UUID \u7684\u6307\u9488\u90fd\u5df2\u7ecf\u5931\u6548\uff1b\u8c03\u7528 <code>markPostCompaction()<\/code> \u8ba9\u4e0a\u5c42\u6807\u8bb0&quot;\u521a\u521a\u538b\u7f29\u8fc7&quot;\uff0c\u4fbf\u4e8e UI \u7ed9\u7528\u6237\u63d0\u793a\u3002<\/p>\n<p>\u8fd9\u4e5d\u9879\u6e05\u7406\u52a8\u4f5c\u5168\u90e8\u8981\u6c42<strong>\u5e42\u7b49<\/strong>\uff1a\u540c\u4e00\u52a8\u4f5c\u591a\u6b21\u8c03\u7528\u7ed3\u679c\u4e00\u81f4\uff1b\u4e2a\u522b\u6e05\u7406\u5931\u8d25\u4e0d\u963b\u585e\u5269\u4f59\u52a8\u4f5c\u3002\u8fd9\u4e00\u6761\u628a\u6574\u4e2a Runtime \u7684\u5931\u8d25\u8bed\u4e49\u4ece&quot;\u9760 GC \u8d4c\u4eba\u54c1&quot;\u6539\u6210\u4e86&quot;\u53ef\u5e42\u7b49\u3001\u53ef\u91cd\u653e&quot;\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"35_%E5%AD%90_Agent_%E4%B8%AD%E8%B0%83%E5%8E%8B%E7%BC%A9%E7%9A%84%E7%89%B9%E6%AE%8A%E5%A4%84%E7%90%86\"><\/span>3.5 \u5b50 Agent \u4e2d\u8c03\u538b\u7f29\u7684\u7279\u6b8a\u5904\u7406<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e3b\u7ebf\u7a0b\u4e0e\u5b50 Agent \u8dd1\u5728\u540c\u4e00\u8fdb\u7a0b\u91cc\uff0c\u6a21\u5757\u7ea7\u72b6\u6001\uff08context-collapse store \/ memory file cache \/ userContext cache\uff09\u662f\u5171\u4eab\u7684\u3002\u56e0\u6b64 <code>runPostCompactCleanup<\/code> \u4f1a\u5148\u6309 <code>querySource<\/code> \u533a\u5206\u8c03\u7528\u6e90\uff1a<\/p>\n<ul>\n<li>\u4e3b\u7ebf\u7a0b\u538b\u7f29 \u2192 9 \u9879\u5168\u8dd1<\/li>\n<li>\u5b50 Agent\uff08\u524d\u7f00 <code>agent:*<\/code>\uff09\u538b\u7f29 \u2192 \u53ea\u8dd1\u524d\u4e24\u9879\uff1b\u540e\u9762 7 \u9879\u88ab\u6545\u610f\u8df3\u8fc7\uff0c\u907f\u514d\u5b50 Agent \u81ea\u5df1 compact \u4e00\u4e0b\u5c31\u628a\u4e3b\u7ebf\u7a0b\u7684\u72b6\u6001\u6e05\u5e72\u51c0<\/li>\n<\/ul>\n<p>\u8fd9\u6761&quot;\u6309\u8c03\u7528\u6e90\u88c1\u526a\u6e05\u7406\u8303\u56f4&quot;\u7684\u89c4\u5219\u662f\u591a Agent \u5171\u4eab\u8fdb\u7a0b\u4e0d\u53ef\u7ed5\u5f00\u7684\u7eaa\u5f8b\u3002<\/p>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"4_Task_%E4%B8%80%E7%AD%89%E5%85%AC%E6%B0%91%EF%BC%9A%E5%85%AD%E7%A7%8D%E5%BD%A2%E6%80%81%E5%85%B1%E4%BA%AB%E4%B8%80%E4%B8%AA%E5%A5%91%E7%BA%A6\"><\/span>4. Task \u4e00\u7b49\u516c\u6c11\uff1a\u516d\u79cd\u5f62\u6001\u5171\u4eab\u4e00\u4e2a\u5951\u7ea6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5728 Claude Code \u91cc\uff0c&quot;\u6267\u884c\u4f53&quot;\u4e0d\u53eb Agent\uff0c\u53eb <strong>Task<\/strong>\u3002\u8fd9\u4e0d\u662f\u547d\u540d\u504f\u597d\u2014\u2014\u8fd9\u662f\u628a&quot;\u4ec0\u4e48\u6837\u7684\u6267\u884c\u4f53\u53ef\u4ee5\u88ab\u6d3e\u51fa\u53bb\u505a\u4e8b&quot;\u8fd9\u4ef6\u4e8b\u62bd\u8c61\u5230\u534f\u8bae\u5c42\u7684\u5173\u952e\u51b3\u5b9a\u3002<\/p>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/weizn.net\/wp-content\/uploads\/2026\/05\/post-1079-6a003d3f1f854.png\" \/><\/p>\n<p><strong>\u56fe\u91ca<\/strong>\uff1a\u56fe\u9876\u90e8\u4e00\u6761\u6a2a\u8d2f\u957f\u6761\u6807\u8bc6&quot;\u7edf\u4e00 Task \u5951\u7ea6 \u00b7 id \u00b7 \u72b6\u6001 \u00b7 \u5de5\u5177\u96c6 \u00b7 \u8f93\u51fa\u57fa\u677f \u00b7 \u6743\u9650 \u00b7 \u53d6\u6d88\u94fe&quot;\u2014\u2014\u8fd9\u662f<strong>\u5f62\u6001\u516d\u53d8\u4e0b\u552f\u4e00\u4e0d\u53d8\u7684\u534f\u8bae\u5c42<\/strong>\u3002\u4e0b\u65b9\u516d\u5f20\u5361\u5e76\u6392\u5c55\u793a\u516d\u79cd\u6267\u884c\u4f53\uff08\u4e3b\u4f1a\u8bdd <code>s<\/code> \/ \u672c\u5730 Worker <code>a<\/code> \/ \u8fdc\u7aef Agent <code>r<\/code> \/ \u672c\u5730 Shell <code>sh<\/code> \/ \u8fdb\u7a0b\u5185\u961f\u53cb <code>t<\/code> \/ Dream <code>d<\/code>\uff09\uff0c\u6bcf\u5f20\u5361\u5185\u540c\u65f6\u7ed9\u51fa<strong>\u5f62\u6001\u3001\u53ef\u89c1\u5de5\u5177\u96c6\u3001\u901a\u8baf\u65b9\u5f0f\u3001\u5173\u952e\u8bf4\u660e<\/strong>\u56db\u6761\u4e8b\u5b9e\uff0c\u53ef\u4ee5\u4e00\u773c\u770b\u5230\u5dee\u5f02\u70b9\uff08\u4f8b\u5982\u672c\u5730 Worker \u5de5\u5177\u96c6\u88ab\u6536\u7d27\u5230 <code>ASYNC_AGENT_ALLOWED<\/code> \u4e25\u683c\u5b50\u96c6\u3001Dream \u53ea\u8bfb\u3001Shell \u8d70 detached PTY\uff09\u3002\u518d\u4e0b\u65b9\u4e09\u6761\u6a2a\u6392\u5e95\u677f\u2014\u2014\u516c\u5171\u751f\u547d\u5468\u671f\u72b6\u6001\u673a\u3001\u5171\u4eab\u4efb\u52a1\u8f93\u51fa\u57fa\u677f\u3001\u6743\u9650\u4e0e\u53d6\u6d88\u5e73\u9762\u2014\u2014\u662f\u516d\u79cd\u5f62\u6001\u5171\u7528\u7684\u4e0b\u5c42\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"41_%E5%85%B1%E4%BA%AB%E5%A5%91%E7%BA%A6%E7%9A%84%E4%BA%94%E4%B8%AA%E7%BB%84%E4%BB%B6\"><\/span>4.1 \u5171\u4eab\u5951\u7ea6\u7684\u4e94\u4e2a\u7ec4\u4ef6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e0d\u8bba\u5f62\u6001\u5982\u4f55\uff0c\u6bcf\u4e00\u4e2a Task \u90fd\u6ee1\u8db3\u4e0b\u9762\u4e94\u4ef6\u4e8b\uff1a<\/p>\n<ol>\n<li><strong>\u552f\u4e00 id<\/strong>\uff1a\u6309\u5f62\u6001\u524d\u7f00\u7f16\u7801\u2014\u2014<code>s<\/code> \u4e3b\u4f1a\u8bdd\u3001<code>a<\/code> \u672c\u5730 Worker\u3001<code>r<\/code> \u8fdc\u7aef Agent\u3001<code>sh<\/code> \u672c\u5730 Shell\u3001<code>t<\/code> \u8fdb\u7a0b\u5185\u961f\u53cb\u3001<code>d<\/code> Dream\/\u5f02\u6b65\u3002\u5149\u770b id \u5c31\u80fd\u77e5\u9053\u5b83\u5728\u54ea\u79cd\u6267\u884c\u73af\u5883\u91cc\u8dd1\u3002<\/li>\n<li><strong>\u53ef\u89c1\u5de5\u5177\u5b50\u96c6<\/strong>\uff1a\u4e0d\u662f 42 \u4e2a\u5168\u5f00\u3002\u6bcf\u79cd\u5f62\u6001\u90fd\u6709\u81ea\u5df1\u7684\u5141\u8bb8\u96c6\uff08\u8be6\u89c1 \u00a75.2\uff09\u3002<\/li>\n<li><strong>\u4efb\u52a1\u8f93\u51fa\u57fa\u677f<\/strong>\uff1a\u6bcf\u4e2a Task \u90fd\u628a\u81ea\u5df1\u7684 transcript \u8f6f\u94fe\u843d\u76d8\uff0c\u6d3b\u52a8\u8ffd\u8e2a \/ token \u7528\u91cf \/ \u6700\u8fd1 5 \u6761\u6d3b\u52a8\u73af\u5f62\u7f13\u51b2\u6302\u5728\u540c\u4e00\u4efd\u57fa\u677f\u4e0a\u3002\u6d41\u5f0f\u8f93\u51fa<strong>\u76f4\u63a5\u8fdb\u57fa\u677f<\/strong>\uff0c\u534f\u8c03\u8005\u53ea\u5728\u6c47\u603b\u65f6\u53bb\u8bfb\u5b83\uff0c\u4e0d\u627f\u62c5\u5b9e\u65f6\u8f6c\u53d1\u3002<\/li>\n<li><strong>\u6743\u9650\u58f0\u660e<\/strong>\uff1apermission mode \u4e09\u6863\u2014\u2014<code>default<\/code> \/ <code>acceptEdits<\/code> \/ <code>bypass<\/code>\u3002\u6743\u9650\u4e0d\u662f\u5de5\u5177\u81ea\u5df1\u95ee\uff0c\u800c\u662f Task \u8fd9\u4e00\u5c42\u7edf\u4e00\u62cd\u677f\u3002<\/li>\n<li><strong>\u53d6\u6d88\u94fe\u8282\u70b9<\/strong>\uff1a\u6bcf\u4e2a Task \u6301\u6709\u81ea\u5df1\u7684 <code>AbortController<\/code>\uff0c\u4f5c\u4e3a\u53d6\u6d88\u6811\u7684\u4e00\u4e2a\u5185\u90e8\u8282\u70b9\u3002\u53d6\u6d88\u4fe1\u53f7\u6cbf\u59d4\u6d3e\u8fb9\u9010\u7ea7\u4e0b\u6c89\uff0c\u5b50 Task \u7684\u53d6\u6d88\u4e0d\u4f1a\u5411\u4e0a\u7206\u70b8\uff0c\u7236 Task \u7684\u53d6\u6d88\u5fc5\u7136\u5230\u8fbe\u6bcf\u4e2a\u5b69\u5b50\u3002<\/li>\n<\/ol>\n<h3><span class=\"ez-toc-section\" id=\"42_%E5%85%AC%E5%85%B1%E7%94%9F%E5%91%BD%E5%91%A8%E6%9C%9F\"><\/span>4.2 \u516c\u5171\u751f\u547d\u5468\u671f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6240\u6709 Task \u8d70\u540c\u4e00\u4e2a\u72b6\u6001\u673a\u2014\u2014<code>Created \u2192 Queued \u2192 Running \u2192 Producing Output \u2192 Stopped \/ Completed \/ Failed<\/code>\u3002\u8fd9\u5c31\u8ba9\u4e00\u7ec4\u901a\u7528\u5de5\u5177\uff08<code>TaskCreate \/ TaskGet \/ TaskList \/ TaskOutput \/ TaskUpdate \/ TaskStop<\/code>\uff09\u80fd\u7ba1\u6240\u6709\u5f62\u6001\uff0c\u800c\u4e0d\u9700\u8981\u4e3a\u6bcf\u79cd\u5f62\u6001\u5404\u5199\u4e00\u5957\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"43_%E5%85%AD%E7%A7%8D%E5%BD%A2%E6%80%81%E7%9A%84%E5%B7%AE%E5%BC%82\"><\/span>4.3 \u516d\u79cd\u5f62\u6001\u7684\u5dee\u5f02<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<table>\n<thead>\n<tr>\n<th>\u5f62\u6001<\/th>\n<th>id \u524d\u7f00<\/th>\n<th>\u4e0a\u4e0b\u6587<\/th>\n<th>\u5173\u952e\u80fd\u529b\u5dee\u5f02<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u4e3b\u4f1a\u8bdd<\/td>\n<td><code>s<\/code><\/td>\n<td>\u5b8c\u6574<\/td>\n<td>\u4e0e\u7528\u6237\u76f4\u63a5\u5bf9\u8bdd\uff0c\u53ef\u88ab Ctrl-B \u540e\u53f0\u5316<\/td>\n<\/tr>\n<tr>\n<td>\u672c\u5730 Worker<\/td>\n<td><code>a<\/code><\/td>\n<td>\u4e0a\u4e0b\u6587\u9694\u79bb\u7684 forked agent<\/td>\n<td>\u5de5\u5177\u53ea\u5141\u8bb8 ASYNC_AGENT_ALLOWED \u96c6\u5408\uff1b\u4e0d\u80fd\u518d\u6d3e Worker<\/td>\n<\/tr>\n<tr>\n<td>\u8fdc\u7aef Agent<\/td>\n<td><code>r<\/code><\/td>\n<td>\u5f02\u673a\u9694\u79bb<\/td>\n<td>\u901a\u8fc7 Bridge \u957f\u8fde\u63a5 + RemoteTrigger \u89e6\u53d1\uff0c\u7ed3\u679c\u6d41\u5f0f\u56de\u4f20<\/td>\n<\/tr>\n<tr>\n<td>\u672c\u5730 Shell<\/td>\n<td><code>sh<\/code><\/td>\n<td>\u4e00\u4e2a detached PTY<\/td>\n<td>\u957f\u547d\u4ee4\u6258\u7ba1\uff1bstdout \u7f13\u51b2\u5230\u4efb\u52a1\u8f93\u51fa\u57fa\u677f<\/td>\n<\/tr>\n<tr>\n<td>\u8fdb\u7a0b\u5185\u961f\u53cb<\/td>\n<td><code>t<\/code><\/td>\n<td>\u540c\u4f1a\u8bdd\u3001\u5bf9\u7b49<\/td>\n<td>\u901a\u8fc7\u6587\u4ef6\u90ae\u7bb1\u4e92\u76f8\u6295\u9012\uff1b\u53ef\u89c1\u5de5\u5177\u96c6\u662f Worker + 5 \u4e2a\u4efb\u52a1\/\u901a\u8baf\u5de5\u5177<\/td>\n<\/tr>\n<tr>\n<td>Dream \/ \u5f02\u6b65<\/td>\n<td><code>d<\/code><\/td>\n<td>\u53ea\u8bfb<\/td>\n<td>\u7528\u6237\u7a7a\u95f2\u65f6\u590d\u76d8\u5386\u53f2\uff0c\u628a\u53ef\u6c89\u6dc0\u7ecf\u9a8c\u5199\u56de\u8bb0\u5fc6\u5e95\u5ea7<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e00\u4e2a\u76f4\u63a5\u63a8\u8bba\uff1a<strong>\u534f\u8c03\u8005\u628a\u4efb\u52a1\u4ece\u672c\u5730&quot;\u642c\u5230\u8fdc\u7aef&quot;\u51e0\u4e4e\u4e0d\u7528\u6539\u4efb\u4f55\u4e0a\u5c42\u4ee3\u7801<\/strong>\u2014\u2014id \u524d\u7f00\u4ece <code>a<\/code> \u6362\u6210 <code>r<\/code>\uff0cAgentTool \/ SendMessage \/ TaskStop \u4e09\u4ef6\u5de5\u5177\u7684\u8bed\u4e49\u4e0d\u53d8\uff0c\u7ed3\u679c\u56de\u6d41\u4ecd\u7136\u662f <code>&lt;task-notification&gt;<\/code> XML\uff08\u89c1 \u00a75.3\uff09\u3002\u8fd9\u662f&quot;\u5f62\u6001\u516d\u53d8\u3001\u5951\u7ea6\u4e0d\u53d8&quot;\u5728\u5de5\u7a0b\u4e0a\u7684\u5177\u4f53\u5151\u73b0\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"44_%E5%AD%90_Agent_%E7%9A%84_runtime_loop_%E4%B8%8E%E4%B8%BB%E7%BA%BF%E7%A8%8B%E5%85%B1%E4%BA%AB%E5%90%8C%E4%B8%80%E5%8F%B0%E8%8A%82%E6%8B%8D%E5%99%A8\"><\/span>4.4 \u5b50 Agent \u7684 runtime loop \u4e0e\u4e3b\u7ebf\u7a0b\u5171\u4eab\u540c\u4e00\u53f0\u8282\u62cd\u5668<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5b50 Agent\uff08\u672c\u5730 Worker \/ \u8fdb\u7a0b\u5185\u961f\u53cb\uff09\u5e76\u4e0d\u662f\u53e6\u8dd1\u4e00\u5957\u5faa\u73af\u3002\u5b83\u590d\u7528 \u00a72 \u63cf\u8ff0\u7684\u540c\u4e00\u4e2a <code>query()<\/code> async generator\u2014\u2014\u53ea\u662f destructure \u51fa\u6765\u7684 State\u3001\u7ed1\u5b9a\u7684 toolUseContext\u3001\u53ef\u89c1\u5de5\u5177\u5b50\u96c6\u4e0d\u540c\u3002\u8fd9\u610f\u5473\u7740\uff1a<\/p>\n<ul>\n<li>\u5b50 Agent \u5185\u90e8\u4e00\u6837\u6709 12 \u4e2a\u4e8b\u4ef6\u5e8f\u5217\uff0c\u4e00\u6837\u6709 abortController drain \u4e0d\u53d8\u91cf\uff0c\u4e00\u6837\u4f1a\u89e6\u53d1 AutoCompact \u4e0e Microcompact\u3002<\/li>\n<li>\u5b50 Agent \u89e6\u53d1\u7684 PostCompact \u6e05\u7406\u8d70&quot;\u88c1\u526a\u7248&quot;\u2014\u2014\u53ea\u6e05\u6389\u81ea\u5df1\u7684 microcompact \u72b6\u6001\u4e0e contextCollapse \u72b6\u6001\uff0c\u4e0d\u80fd\u6e05\u4e3b\u7ebf\u7a0b\u7684 userContext \/ memoryFiles \/ systemPromptSections\uff08\u8be6\u89c1 \u00a73.5\uff09\u3002<\/li>\n<li>\u5b50 Agent \u7684 abortController \u662f\u7236 Task abortController \u6811\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9\uff1b\u7236 Task \u53d6\u6d88\u4f1a\u6cbf\u8fd9\u6761\u8fb9\u81ea\u52a8\u4e0b\u6c89\u3002<\/li>\n<\/ul>\n<p>\u6362\u53e5\u8bdd\u8bf4\uff0c<strong>\u591a Agent \u7cfb\u7edf\u4e0d\u662f\u591a\u5957\u5faa\u73af\u5e76\u884c\u8dd1\uff0c\u800c\u662f\u540c\u4e00\u53f0 runtime \u5728\u4e0d\u540c State \u5b9e\u4f8b\u4e0a\u591a\u8dd1\u51e0\u6b21<\/strong>\u3002\u8fd9\u662f Claude Code \u591a Agent \u7cfb\u7edf\u80fd\u4fdd\u6301\u5de5\u7a0b\u7a33\u5b9a\u6027\u7684\u4e00\u4e2a\u6839\u56e0\u2014\u2014\u4efb\u4f55\u5bf9\u4e3b\u5faa\u73af\u7684\u6539\u8fdb\u90fd\u4f1a\u539f\u5b50\u5730\u4e0b\u53d1\u5230\u6240\u6709\u5b50 Agent\u3002<\/p>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"5_%E5%A4%9A_Agent_%E8%B0%83%E5%BA%A6%EF%BC%9A%E5%8D%8F%E8%B0%83%E8%80%85%E3%80%81Worker%E3%80%81%E4%B8%89%E6%9D%A1%E9%80%9A%E9%81%93\"><\/span>5. \u591a Agent \u8c03\u5ea6\uff1a\u534f\u8c03\u8005\u3001Worker\u3001\u4e09\u6761\u901a\u9053<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u591a Agent \u7cfb\u7edf\u7684\u74f6\u9888\u4ece\u6765\u4e0d\u662f&quot;\u80fd\u5f00\u591a\u5c11\u4e2a Agent&quot;\uff0c\u800c\u662f&quot;Agent \u4e4b\u95f4\u7684\u8fb9\u754c\u80fd\u4e0d\u80fd\u5b88\u4f4f&quot;\u3002Claude Code \u7684\u8fb9\u754c\u8bbe\u8ba1\u6709\u4e09\u4ef6\u4e8b\u6700\u503c\u5f97\u62c6\u5f00\u770b\uff1a\u534f\u8c03\u8005\u7684\u4e0d\u5bf9\u79f0\u3001\u5de5\u5177\u767d\u540d\u5355\u7684\u786c\u7ea6\u675f\u3001\u4e09\u6761\u901a\u8baf\u901a\u9053\u7684\u8bed\u4e49\u5206\u5de5\u3002<\/p>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/weizn.net\/wp-content\/uploads\/2026\/05\/post-1079-6a003d3f2c385.png\" \/><\/p>\n<p><strong>\u56fe\u91ca<\/strong>\uff1a\u534f\u8c03\u8005\uff08\u6807\u6ce8 <code>system role: orchestrator<\/code> \u00b7 \u7ea2\u7ebf&quot;\u4e0d\u76f4\u63a5\u6539\u6587\u4ef6\u3001\u4e0d\u6267\u884c\u811a\u672c&quot;\uff09\u4f4d\u4e8e\u9876\u5c42\u3002\u4e0b\u65b9\u4e00\u6392\u56db\u79cd Worker \u5f62\u6001\uff08\u672c\u5730 Worker <code>a...001<\/code> \/ <code>a...002<\/code>\u3001\u8fdb\u7a0b\u5185\u961f\u53cb <code>t...003<\/code>\u3001\u8fdc\u7aef Agent <code>r...004<\/code>\uff09\u901a\u8fc7\u56db\u4ef6\u4e8b\u4e0e\u5b83\u4e92\u52a8\uff1a(a) <strong>\u4efb\u52a1\u59d4\u6d3e<\/strong>\u2014\u2014\u9ed1\u8272\u5b9e\u7ebf\uff0cAgentTool \/ TaskCreate\uff1b(b) <strong>\u7ed3\u679c\u56de\u6d41<\/strong>\u2014\u2014\u7eff\u8272\u865a\u7ebf\uff0cTaskOutput\uff1b(c) <strong>\u5bf9\u7b49\u6d88\u606f<\/strong>\u2014\u2014\u7ea2\u8272\u865a\u7ebf\uff0c\u6587\u4ef6\u7cfb\u7edf\u90ae\u7bb1\uff08\u8def\u5f84 <code>~\/.claude\/teams\/{team}\/inboxes\/{agent}.json<\/code>\uff0c\u542b from \/ text \/ timestamp \/ read \/ color \/ summary \u516d\u5b57\u6bb5\uff0c\u9760 lockfile \u4e0e\u9000\u907f\u91cd\u8bd5\u505a\u5e76\u53d1\u5b89\u5168\uff09\uff1b(d) <strong>\u5171\u4eab\u8bb0\u4e8b\u672c<\/strong> Scratchpad\u2014\u2014\u7eff\u8272\u53cc\u5411\uff0c\u591a Worker \u76f4\u63a5\u8bfb\u5199\uff0c\u4e0d\u8d70\u6743\u9650\u5ba1\u6279\u3002\u53f3\u4fa7\u4e09\u6761\u72ec\u7acb\u5361\u7247\u628a\u4e09\u901a\u9053\u7684\u65b9\u5411\u3001\u8f7d\u4f53\u3001\u8bed\u4e49\u5e76\u5217\u5199\u6e05\u3002\u5e95\u90e8\u7ea2\u5b57\u5e95\u6ce8\u91cd\u7533\u4e24\u6761\u7eaa\u5f8b\uff1a&quot;\u534f\u8c03\u8005\u4e0d\u662f\u4e00\u53f7 Worker \u00b7 Worker \u4e0d\u80fd\u9012\u5f52\u518d\u6d3e Worker \u00b7 \u4efb\u52a1\u6811\u59cb\u7ec8\u53ef\u56de\u653e&quot;\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"51_%E5%8D%8F%E8%B0%83%E8%80%85%E7%9A%84%E4%B8%8D%E5%AF%B9%E7%A7%B0%EF%BC%9A%E5%8F%AA%E5%8F%91%E7%89%8C%E4%B8%8D%E5%87%BA%E6%89%8B\"><\/span>5.1 \u534f\u8c03\u8005\u7684\u4e0d\u5bf9\u79f0\uff1a\u53ea\u53d1\u724c\u4e0d\u51fa\u624b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u534f\u8c03\u8005\u6a21\u5f0f\u7531 <code>COORDINATOR_MODE<\/code> \u7279\u6027 + \u73af\u5883\u53d8\u91cf\u542f\u7528\u3002\u4e00\u65e6\u8fdb\u5165\u8fd9\u79cd\u6a21\u5f0f\uff0c\u534f\u8c03\u8005<strong>\u53ea\u80fd\u7528 4 \u4ef6\u5de5\u5177<\/strong>\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u534f\u8c03\u8005\u552f\u4e00\u53ef\u7528 4 \u5de5\u5177<\/th>\n<th>\u7528\u9014<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>AgentTool<\/strong><\/td>\n<td>\u6d3e\u51fa\u65b0 Worker<\/td>\n<\/tr>\n<tr>\n<td><strong>SendMessage<\/strong><\/td>\n<td>\u7ed9\u5df2\u5b58\u5728 Worker \u53d1\u4e00\u6761\u7eed\u6d3e\u6d88\u606f<\/td>\n<\/tr>\n<tr>\n<td><strong>TaskStop<\/strong><\/td>\n<td>\u505c\u6389\u4e00\u4e2a\u8dd1\u504f\u65b9\u5411\u7684 Worker<\/td>\n<\/tr>\n<tr>\n<td><strong>SyntheticOutput<\/strong><\/td>\n<td>\u5411\u7528\u6237\u5408\u6210\u6700\u7ec8\u56de\u7b54<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u534f\u8c03\u8005<strong>\u4e0d\u80fd\u76f4\u63a5\u8bfb\u6587\u4ef6\u3001\u5199\u6587\u4ef6\u3001\u8dd1\u547d\u4ee4\u3001\u67e5\u641c\u7d22<\/strong>\u3002\u5b83\u5fc5\u987b\u628a\u6240\u6709\u52a8\u624b\u7684\u4e8b\u6d3e\u51fa\u53bb\u3002\u8fd9\u6761\u4e0d\u5bf9\u79f0\u7684\u597d\u5904\u53ea\u6709\u5728\u7cfb\u7edf\u8dd1\u4e45\u4e86\u624d\u770b\u5f97\u89c1\uff1a<\/p>\n<ul>\n<li><strong>\u4efb\u52a1\u6811\u6c38\u8fdc\u4e24\u5c42<\/strong>\u3002Worker \u7684\u5de5\u5177\u767d\u540d\u5355\uff08\u00a75.2\uff09\u91cc<strong>\u663e\u5f0f\u6392\u9664\u4e86 AgentTool<\/strong>\u2014\u2014\u5f02\u6b65 Worker \u4e0d\u80fd\u518d\u6d3e Worker\u3002\u4e24\u5c42\u6811\u5929\u7136\u53ef\u56de\u653e\u3001\u53ef\u590d\u76d8\u3002<\/li>\n<li><strong>\u89d2\u8272\u63d0\u793a\u96f6\u4e92\u67d3<\/strong>\u3002\u534f\u8c03\u8005\u8d70 orchestrator \u7cfb\u7edf\u63d0\u793a\uff08\u5f3a\u8c03&quot;\u5148\u60f3\u6e05\u695a\u518d\u6d3e\u6d3b\u3001\u4e0d\u8981\u66ff Worker \u91cd\u8ff0\u53d1\u73b0\u3001Workers can&#8217;t see your conversation&quot;\uff09\uff0cWorker \u8d70 executor \u7cfb\u7edf\u63d0\u793a\uff08\u5f3a\u8c03&quot;\u5728\u8fb9\u754c\u5185\u628a\u4e8b\u505a\u5b8c\u3001\u81ea\u9a8c\u8bc1\u3001\u63d0\u4ea4 hash&quot;\uff09\u3002\u5373\u4f7f\u80cc\u540e\u662f\u540c\u4e00\u4e2a\u6a21\u578b\uff0c\u4e24\u79cd\u8eab\u4efd\u4e0d\u4f1a\u6f02\u79fb\u3002<\/li>\n<li><strong>\u534f\u8c03\u8005\u8f7b\u76c8<\/strong>\u3002\u5b83\u4e0d\u6301\u6709\u5927\u6587\u4ef6\u3001\u4e0d\u6301\u6709 Shell\u3001\u4e0d\u8fdb PostCompact \u7684\u9ad8\u6602\u6ce8\u5165\u3002\u8fd9\u8ba9\u5b83\u80fd\u5e76\u884c\u76ef\u591a\u4e2a Worker \u800c\u4e0d\u88ab\u4efb\u4f55\u5355\u4e2a Worker \u7684\u8f93\u51fa\u6d41\u6df9\u6ca1\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"52_%E5%B7%A5%E5%85%B7%E7%99%BD%E5%90%8D%E5%8D%95%EF%BC%9A%E7%A1%AC%E7%BA%A6%E6%9D%9F%E7%9A%84%E7%9C%9F%E5%AE%9E%E6%B8%85%E5%8D%95\"><\/span>5.2 \u5de5\u5177\u767d\u540d\u5355\uff1a\u786c\u7ea6\u675f\u7684\u771f\u5b9e\u6e05\u5355<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5de5\u5177\u53ef\u89c1\u6027\u4e0d\u662f\u6309\u89d2\u8272&quot;\u770b\u5fc3\u60c5\u53d1&quot;\uff0c\u800c\u662f\u4e09\u7ec4\u4e92\u65a5\u7684\u660e\u6587\u96c6\u5408\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u96c6\u5408<\/th>\n<th>\u5305\u542b<\/th>\n<th>\u89d2\u8272<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>ASYNC_AGENT_ALLOWED<\/strong>\uff08\u5f02\u6b65 Worker \u7684 15 \u4ef6\uff09<\/td>\n<td>FileRead \/ FileEdit \/ FileWrite \/ NotebookEdit \/ Grep \/ Glob \/ Shell\uff08\u591a\u540d\uff09\/ WebSearch \/ WebFetch \/ TodoWrite \/ Skill \/ SyntheticOutput \/ ToolSearch \/ EnterWorktree \/ ExitWorktree<\/td>\n<td>\u5f02\u6b65 Worker \u9ed8\u8ba4\u80fd\u7528\u8fd9\u4e00\u7ec4<\/td>\n<\/tr>\n<tr>\n<td><strong>IN_PROCESS_TEAMMATE_ALLOWED<\/strong>\uff08\u8fdb\u7a0b\u5185\u961f\u53cb\u7684\u989d\u5916 5 \u4ef6\uff09<\/td>\n<td>TaskCreate \/ TaskGet \/ TaskList \/ TaskUpdate \/ SendMessage\uff08\u53ef\u9009 Cron \u7cfb\u5217\uff09<\/td>\n<td>\u5728 Worker \u96c6\u5408\u4e4b\u4e0a\u989d\u5916\u5f00\u653e\uff0c\u8ba9\u961f\u53cb\u4e92\u76f8\u534f\u8c03<\/td>\n<\/tr>\n<tr>\n<td><strong>COORDINATOR_MODE_ALLOWED<\/strong>\uff08\u534f\u8c03\u8005\u7684 4 \u4ef6\uff09<\/td>\n<td>AgentTool \/ SendMessage \/ TaskStop \/ SyntheticOutput<\/td>\n<td>\u534f\u8c03\u8005\u552f\u4e00\u53ef\u7528<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>ASYNC_AGENT_ALLOWED \u663e\u5f0f\u6392\u9664\u4ee5\u4e0b\u5de5\u5177<\/strong>\uff0c\u6bcf\u4e00\u6761\u90fd\u6709\u660e\u786e\u7406\u7531\uff1a<\/p>\n<ul>\n<li><strong>AgentTool<\/strong> \u2014\u2014 \u9632\u6b62\u9012\u5f52 Worker \u6d3e Worker<\/li>\n<li><strong>TaskOutputTool<\/strong> \u2014\u2014 \u9632\u6b62\u9012\u5f52\u8bfb\u53d6\u53e6\u4e00\u4e2a Task \u7684\u8f93\u51fa<\/li>\n<li><strong>ExitPlanMode<\/strong> \u2014\u2014 Plan Mode \u662f\u4e3b\u7ebf\u7a0b\u62bd\u8c61<\/li>\n<li><strong>TaskStop<\/strong> \u2014\u2014 \u9700\u8981\u4e3b\u7ebf\u7a0b Task \u72b6\u6001\u8bbf\u95ee\u6743<\/li>\n<li><strong>MCP \/ ListMcpResources \/ ReadMcpResource<\/strong> \u2014\u2014 \u6682\u65f6\u6309 TBD \u5904\u7406<\/li>\n<\/ul>\n<p>\u8fd9\u4efd\u767d\u540d\u5355\u4e0d\u662f\u6587\u6863\u5efa\u8bae\uff0c\u5b83\u7531 <code>filterToolsForAgent<\/code> \u5728\u6bcf\u6b21\u5de5\u5177\u96c6\u7ec4\u88c5\u65f6\u5b9e\u9645\u6267\u884c\uff1aMCP \u5de5\u5177\u653e\u884c\uff1bPlan \u6a21\u5f0f\u4e0b ExitPlanMode \u653e\u884c\uff1b\u547d\u4e2d ALL_AGENT_DISALLOWED \u4e00\u5f8b\u62d2\uff1b\u81ea\u5b9a\u4e49 Agent \u547d\u4e2d CUSTOM_AGENT_DISALLOWED \u62d2\uff1b<code>isAsync &amp;&amp; !ASYNC_AGENT_ALLOWED<\/code> \u62d2\uff0c\u4f46\u8fdb\u7a0b\u5185\u961f\u53cb\u4f8b\u5916\u5141\u8bb8 AgentTool \u4e0e\u4efb\u52a1\u5de5\u5177\u2014\u2014\u8fd9\u6761\u4f8b\u5916\u89c4\u5219\u5c31\u662f\u4e0a\u9762&quot;\u961f\u53cb 5 \u4ef6\u52a0\u83dc&quot;\u7684\u6e90\u7801\u843d\u5730\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"53_%E4%B8%89%E6%9D%A1%E9%80%9A%E8%AE%AF%E9%80%9A%E9%81%93%E7%9A%84%E8%AF%AD%E4%B9%89%E5%88%86%E5%B7%A5\"><\/span>5.3 \u4e09\u6761\u901a\u8baf\u901a\u9053\u7684\u8bed\u4e49\u5206\u5de5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e09\u6761\u901a\u9053\u627f\u8f7d\u4e09\u79cd\u5b8c\u5168\u4e0d\u540c\u7684\u8bed\u4e49\u3002\u6df7\u7528\u901a\u9053\u662f\u591a Agent \u7cfb\u7edf\u6700\u5e38\u89c1\u7684&quot;\u534f\u8bae\u8150\u70c2&quot;\u5f62\u6001\u2014\u2014Claude Code \u7684\u4e00\u6761\u7eaa\u5f8b\u5c31\u662f\uff1a<strong>\u4e0d\u540c\u8bed\u4e49\u7edd\u4e0d\u5171\u7528\u901a\u9053<\/strong>\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u901a\u9053<\/th>\n<th>\u65b9\u5411<\/th>\n<th>\u8f7d\u4f53<\/th>\n<th>\u627f\u8f7d\u8bed\u4e49<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u4efb\u52a1\u59d4\u6d3e<\/strong><\/td>\n<td>\u7236 \u2192 \u5b50<\/td>\n<td><code>AgentTool<\/code> \/ <code>SendMessage<\/code> \u8c03\u7528 + \u7ed3\u679c\u56de\u6d41<\/td>\n<td>\u6574\u4f53\u4efb\u52a1\u4e0b\u53d1\u4e0e\u6700\u7ec8\u7ed3\u679c<\/td>\n<\/tr>\n<tr>\n<td><strong>\u5bf9\u7b49\u6d88\u606f<\/strong><\/td>\n<td>Worker \u2194 Worker<\/td>\n<td>\u6587\u4ef6\u90ae\u7bb1\uff08\u6309\u56e2\u961f + agent \u540d\u9694\u79bb\u7684 <code>inbox.json<\/code>\uff09<\/td>\n<td>\u4e2d\u95f4\u534f\u5546\u3001\u72b6\u6001\u540c\u6b65\u3001\u8fdb\u5ea6\u901a\u62a5<\/td>\n<\/tr>\n<tr>\n<td><strong>\u5171\u4eab\u8bb0\u4e8b\u672c<\/strong><\/td>\n<td>\u591a Worker \u2194 \u5171\u4eab\u78c1\u76d8\u76ee\u5f55<\/td>\n<td>Scratchpad \u76ee\u5f55\uff08\u65e0\u6743\u9650\u5ba1\u6279\uff09<\/td>\n<td>\u5927\u5bf9\u8c61\u4e2d\u8f6c\uff1a\u63a5\u53e3\u5217\u8868\u3001\u626b\u63cf\u7ed3\u679c\u3001\u6587\u4ef6\u5206\u7247<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u901a\u9053\u4e00\u00b7\u4efb\u52a1\u59d4\u6d3e<\/strong>\u7684\u56de\u6d41\u683c\u5f0f\u5f88\u5173\u952e\u3002Worker \u5b8c\u6210\u65f6\uff0c\u7ed3\u679c\u4f1a\u4f5c\u4e3a\u4e00\u6761 <strong>user-role \u6d88\u606f<\/strong>\u6ce8\u5165\u534f\u8c03\u8005\u7684 transcript\uff0c\u6b63\u6587\u662f\u7ed3\u6784\u5316\u7684 <code>&lt;task-notification&gt;<\/code> XML\uff1a<\/p>\n<pre><code class=\"language-xml\">&lt;task-notification&gt;\n  &lt;task-id&gt;{agentId}&lt;\/task-id&gt;\n  &lt;status&gt;completed | failed | killed&lt;\/status&gt;\n  &lt;summary&gt;{human-readable status summary}&lt;\/summary&gt;\n  &lt;result&gt;{agent&#039;s final text response}&lt;\/result&gt;\n  &lt;usage&gt;\n    &lt;total_tokens&gt;N&lt;\/total_tokens&gt;\n    &lt;tool_uses&gt;N&lt;\/tool_uses&gt;\n    &lt;duration_ms&gt;N&lt;\/duration_ms&gt;\n  &lt;\/usage&gt;\n&lt;\/task-notification&gt;<\/code><\/pre>\n<p>\u534f\u8c03\u8005\u7684\u7cfb\u7edf\u63d0\u793a\u91cc\u6709\u4e00\u6bb5\u660e\u786e\u53ee\u5631\uff1a&quot;\u8fd9\u770b\u8d77\u6765\u50cf user \u6d88\u606f\u4f46\u4e0d\u662f user \u6d88\u606f\uff0c\u8981\u9760 <code>&lt;task-notification&gt;<\/code> \u5f00\u5934\u6807\u7b7e\u533a\u5206\uff1b\u7528 <code>task-id<\/code> \u4f5c\u4e3a <code>to<\/code> \u7eed\u6d3e\uff1b<code>&lt;result&gt;<\/code>\/<code>&lt;usage&gt;<\/code> \u53ef\u7f3a\u7701&quot;\u3002\u8fd9\u6761\u534f\u8bae\u628a&quot;\u7236\u5b50\u600e\u4e48\u5bf9\u8bdd&quot;\u4ece\u9690\u5f0f\u7ea6\u5b9a\u5347\u7ea7\u4e3a\u673a\u5668\u53ef\u89e3\u6790\u3002<\/p>\n<p><strong>\u901a\u9053\u4e8c\u00b7\u5bf9\u7b49\u6d88\u606f<\/strong>\u7684\u8f7d\u4f53\u770b\u8d77\u6765\u5f88&quot;\u571f&quot;\u2014\u2014\u4e00\u4e2a\u78c1\u76d8\u4e0a\u7684 JSON \u6587\u4ef6\u3001\u4e00\u628a\u6587\u4ef6\u9501\u3001\u4e00\u6bb5\u9000\u907f\u91cd\u8bd5\u3002\u4f46\u5b83\u6362\u6765\u4e09\u4ef6\u4e8b\uff1a\u53ef\u89c2\u6d4b\uff08\u4efb\u610f\u65f6\u523b cat \u51fa\u6765\u68c0\u67e5\uff09\u3001\u5f02\u6b65\uff08\u53d1\u5b8c\u4e0d\u5fc5\u7b49\u56de\u590d\uff09\u3001\u96f6\u989d\u5916\u57fa\u7840\u8bbe\u65bd\u3002\u4ee3\u4ef7\u662f\u4e0d\u9002\u5408\u6bcf\u79d2\u6570\u767e\u6761\u6d88\u606f\u7684\u6781\u9ad8\u9891\u534f\u4f5c\u2014\u2014\u8fd9\u79cd\u573a\u666f Claude Code \u4e0d\u662f\u5b83\u7684\u76ee\u6807\u5e02\u573a\u3002<\/p>\n<p><strong>\u901a\u9053\u4e09\u00b7\u5171\u4eab\u8bb0\u4e8b\u672c<\/strong>\u4e0e&quot;\u8bb0\u5fc6&quot;\u7684\u8fb9\u754c\u662f\u65f6\u95f4\u5c3a\u5ea6\uff1aScratchpad \u8de8 Worker \u4f46<strong>\u4e0d\u8de8\u4f1a\u8bdd<\/strong>\uff1b\u8bb0\u5fc6\u8de8\u4f1a\u8bdd\u751a\u81f3\u8de8\u9879\u76ee\uff08\u8be6\u89c1 \u00a76\uff09\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"54_%E5%A7%94%E6%B4%BE%E6%97%B6%E5%BA%8F\"><\/span>5.4 \u59d4\u6d3e\u65f6\u5e8f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u628a\u8fd9\u4e09\u6761\u901a\u9053\u653e\u56de\u4e00\u6b21\u5b8c\u6574\u59d4\u6d3e\u7684\u65f6\u5e8f\u91cc\uff0c\u4f1a\u5f97\u5230\u4e0b\u9762\u8fd9\u5f20\u56fe\uff1a<\/p>\n<pre><code class=\"language-mermaid\">sequenceDiagram\n    autonumber\n    participant U as \u7528\u6237\n    participant C as \u534f\u8c03\u8005\n    participant A as AgentTool \/ TaskCreate\n    participant W as Worker (Local \/ Remote \/ Teammate)\n    participant O as \u4efb\u52a1\u8f93\u51fa\u57fa\u677f\n\n    U-&gt;&gt;C: \u63d0\u4ea4\u8bf7\u6c42\n    C-&gt;&gt;C: \u89c4\u5212 \u00b7 \u5199 Todo \/ Brief\n    C-&gt;&gt;A: \u59d4\u6d3e \u00b7 \u76ee\u6807 + \u7ea6\u675f + Worker \u89d2\u8272\u63d0\u793a\n    A-&gt;&gt;W: \u5b9e\u4f8b\u5316 Task \u00b7 \u5206\u914d id \u4e0e\u5de5\u5177\u5b50\u96c6\n    W--&gt;&gt;O: \u6d41\u5f0f\u8f93\u51fa \u00b7 \u6d3b\u52a8\u8ffd\u8e2a \u00b7 token \u8bb0\u8d26\n    W-&gt;&gt;A: \u5b8c\u6210 \u00b7 \u8fd4\u56de transcript \u5f15\u7528\n    A-&gt;&gt;C: \u6ce8\u5165 &lt;task-notification&gt; XML \u5230\u534f\u8c03\u8005 user \u6d88\u606f\u6d41\n    C-&gt;&gt;C: \u805a\u5408 \u00b7 \u590d\u76d8 \u00b7 \u51b3\u5b9a\u4e0b\u4e00\u6b65\n    alt \u7eed\u6d3e\n        C-&gt;&gt;W: SendMessage(to=task_id)\n    else \u5168\u90e8\u5b8c\u6210\n        C--&gt;&gt;U: SyntheticOutput \u00b7 \u6700\u7ec8\u56de\u7b54\n    end<\/code><\/pre>\n<p>\u4e00\u6761\u5bb9\u6613\u88ab\u5ffd\u7565\u7684\u7ec6\u8282\uff1aWorker \u7684\u6d41\u5f0f\u8f93\u51fa<strong>\u76f4\u63a5\u8fdb\u4efb\u52a1\u8f93\u51fa\u57fa\u677f<\/strong>\uff0c\u4e0d\u9700\u8981\u5148\u56de\u5230\u534f\u8c03\u8005\u518d\u8f6c\u51fa\u53bb\u3002\u534f\u8c03\u8005\u53ea\u5728\u6c47\u603b\u73af\u8282\u53bb\u8bfb\u57fa\u677f\uff0c\u4e0d\u627f\u62c5\u5b9e\u65f6\u8f6c\u53d1\u7684\u804c\u8d23\u3002\u8fd9\u662f\u534f\u8c03\u8005\u80fd\u5e76\u884c\u76ef\u591a\u4e2a Worker \u8fd8\u4e0d\u88ab\u6df9\u6ca1\u7684\u5de5\u7a0b\u57fa\u7840\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"55_%E8%BF%9C%E7%AB%AF_Agent_%E4%B8%8E%E6%9C%AC%E5%9C%B0%E7%AD%89%E5%90%8C\"><\/span>5.5 \u8fdc\u7aef Agent \u4e0e\u672c\u5730\u7b49\u540c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8fdc\u7aef Agent \u5728\u8fd9\u5f20\u62d3\u6251\u91cc\u8ddf\u672c\u5730 Worker \u51e0\u4e4e\u6ca1\u5dee\u522b\u3002\u901a\u8fc7 Bridge + RemoteTrigger\uff0c\u8fdc\u7aef\u88ab\u5305\u6210\u4e00\u4e2a id \u524d\u7f00\u4e3a <code>r<\/code> \u7684\u6807\u51c6 Task\uff1a\u76f8\u540c\u7684\u751f\u547d\u5468\u671f\u3001\u76f8\u540c\u7684\u8f93\u51fa\u57fa\u677f\u63a5\u53e3\u3001\u76f8\u540c\u7684 <code>&lt;task-notification&gt;<\/code> \u56de\u6d41\u683c\u5f0f\u3002\u4e00\u6b21\u4efb\u52a1\u4ece\u672c\u5730\u642c\u5230\u8fdc\u7aef\uff0c<strong>\u4e0d\u9700\u8981\u6539\u534f\u8c03\u8005\u7684\u63d0\u793a\u8bcd\u3001\u4e0d\u9700\u8981\u6539\u4efb\u52a1\u6811\u5f62\u72b6\u3001\u4e0d\u9700\u8981\u6539\u8c03\u7528\u65b9\u5fc3\u667a\u6a21\u578b<\/strong>\u3002\u8fd9\u662f \u00a74 &quot;\u5f62\u6001\u516d\u53d8\u3001\u5951\u7ea6\u4e0d\u53d8&quot;\u5728\u591a Agent \u5e73\u9762\u4e0a\u7684\u76f4\u63a5\u7ea2\u5229\u3002<\/p>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"6_%E8%AE%B0%E5%BF%86%E4%B8%89%E5%88%86%E5%B1%82%EF%BC%9A%E5%8F%AF%E8%AF%BB%E7%9B%AE%E5%BD%95_5_%E6%A7%BD%E4%BD%8D%E9%80%89%E6%8B%A9%E5%99%A8\"><\/span>6. \u8bb0\u5fc6\u4e09\u5206\u5c42\uff1a\u53ef\u8bfb\u76ee\u5f55 + 5 \u69fd\u4f4d\u9009\u62e9\u5668<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/weizn.net\/wp-content\/uploads\/2026\/05\/post-1079-6a003d3f39fe9.png\" \/><\/p>\n<p><strong>\u56fe\u91ca<\/strong>\uff1a\u4e0a\u65b9\u4e09\u5f20\u5e76\u5217\u5361\u7247\u5c55\u793a\u4e09\u79cd\u4f5c\u7528\u57df\u2014\u2014\u4e2a\u4eba\u8bb0\u5fc6\uff08\u79c1\u6709\u3001\u8de8\u9879\u76ee\u3001\u5bb6\u76ee\u5f55\u9690\u85cf\u76ee\u5f55\uff09\/ \u56e2\u961f\u8bb0\u5fc6\uff08\u6309 team \u540d\u524d\u7f00\u9694\u79bb\u3001\u7ec4\u5185\u5171\u4eab gotchas\uff09\/ Scratchpad\uff08\u8de8 Worker \u6301\u4e45\u4f46\u4e0d\u8de8\u4f1a\u8bdd\uff09\uff0c\u6bcf\u5361\u660e\u793a\u4f5c\u7528\u57df\u3001\u5b58\u50a8\u4f4d\u7f6e\u3001\u7528\u4f8b\u3001\u7279\u70b9\u56db\u6761\u4e8b\u5b9e\u3002\u4e0b\u65b9\u4e00\u6761\u6a2a\u8d2f\u957f\u6761&quot;\u76f8\u5173\u6027\u53ec\u56de\u6d41\u6c34\u7ebf&quot;\u5c55\u5f00\u4e09\u6bb5\u5f0f\uff1a\u2460 \u5165\u53e3\u7d22\u5f15 <code>MEMORY.md<\/code>\uff08\u53cc\u62a4\u680f \u2264200 \u884c \/ \u226425 KB \u00b7 \u8d85\u9650\u5148\u6309\u884c\u88c1\u518d\u6309\u5b57\u8282\u88c1\u5230\u6700\u8fd1\u6362\u884c \u00b7 \u6587\u672b\u8ffd\u52a0\u622a\u65ad\u8b66\u544a \u00b7 \u76f4\u63a5\u6ce8\u5165\u7cfb\u7edf\u63d0\u793a\uff09\u2192 \u2461 \u4e3b\u9898\u6587\u4ef6\u9635\u5217\uff08\u6bcf\u6587\u4ef6\u72ec\u7acb\u3001\u542b frontmatter\u3001\u6309 mtime \u8bb0\u65b0\u9c9c\u5ea6\u3001\u53ef\u88ab\u9009\u62e9\u5668\u6309\u9700\u53ec\u56de\uff09\u2192 \u2462 \u76f8\u5173\u6027\u9009\u62e9\u5668\uff08Sonnet side-query \u00b7 5 \u69fd\u4f4d\u9884\u7b97 \u00b7 \u8f93\u5165=\u7528\u6237\u67e5\u8be2+\u4e3b\u9898 headers+\u6700\u8fd1\u4f7f\u7528\u5de5\u5177 \u00b7 <code>alreadySurfaced<\/code> \u6392\u9664\u96c6 \u00b7 <code>recentTools<\/code> \u4f8b\u5916\u89c4\u5219\u2014\u2014gotcha\/warning \u7c7b\u5fc5\u53ec\u56de \u00b7 \u7a7a\u9009\u62e9\u4e5f\u6253\u70b9\uff09\u3002\u53f3\u4fa7 <code>MEMORY_SHAPE_TELEMETRY<\/code> \u628a\u9009\u62e9\u7387\u3001\u53ec\u56de\u566a\u58f0\u7b49\u6307\u6807\u957f\u671f\u53ef\u89c2\u6d4b\u5316\u3002\u5e95\u90e8\u4e00\u53e5\u8bdd\u603b\u7eb2\uff1a&quot;\u4e0d\u9760\u5411\u91cf\u9760\u76ee\u5f55\uff0c\u4e0d\u9760\u5168\u91cf\u6ce8\u5165\u9760\u4e00\u6b21 5 \u69fd\u4f4d\u7684\u7cbe\u786e\u6311\u9009&quot;\u3002<\/p>\n<p>\u00a73 \u89e3\u51b3\u4e86&quot;\u5355\u6b21\u4f1a\u8bdd\u5185\u4e0a\u4e0b\u6587\u5982\u4f55\u4e0d\u5d29&quot;\u3002\u8fd8\u6709\u53e6\u4e00\u4e2a\u72ec\u7acb\u95ee\u9898\uff1a<strong>\u8de8\u4f1a\u8bdd\u3001\u8de8\u9879\u76ee\u3001\u8de8\u4eba\u7684\u7ecf\u9a8c\u5982\u4f55\u6c89\u6dc0\u3001\u53c8\u5982\u4f55\u88ab\u8c03\u56de\u6765\uff1f<\/strong><\/p>\n<p>\u5e38\u89c1\u505a\u6cd5\u662f\u5411\u91cf\u5e93\u2014\u2014\u5207\u5757\u3001\u5d4c\u5165\u3001\u76f8\u4f3c\u5ea6\u68c0\u7d22\u3002Claude Code \u9009\u62e9\u4e86\u4e00\u6761\u53cd\u6f6e\u6d41\u7684\u8def\u5f84\uff1a\u8bb0\u5fc6\u662f\u4e00\u68f5<strong>\u53ef\u88ab\u4eba\u7c7b\u9605\u8bfb\u7684\u76ee\u5f55\u6811<\/strong>\uff0c\u53ec\u56de\u4ea4\u7ed9\u4e00\u6b21\u5c0f\u578b LLM \u8c03\u7528\u800c\u4e0d\u662f\u76f8\u4f3c\u5ea6\u51fd\u6570\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"61_%E4%B8%89%E5%88%86%E5%B1%82%EF%BC%9A%E6%8C%89%E5%8F%AF%E8%A7%81%E8%BE%B9%E7%95%8C%E5%88%87%E5%88%86\"><\/span>6.1 \u4e09\u5206\u5c42\uff1a\u6309\u53ef\u89c1\u8fb9\u754c\u5207\u5206<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u7b2c\u4e00\u5c42\u5207\u5206\u4e0d\u6309\u5185\u5bb9\u3001\u6309\u53ef\u89c1\u8fb9\u754c\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u5206\u5c42<\/th>\n<th>\u4f5c\u7528\u57df<\/th>\n<th>\u843d\u5730\u4f4d\u7f6e<\/th>\n<th>\u5178\u578b\u5185\u5bb9<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u4e2a\u4eba\u8bb0\u5fc6<\/td>\n<td>\u79c1\u6709\uff0c\u8de8\u9879\u76ee<\/td>\n<td>\u7528\u6237\u5bb6\u76ee\u5f55\u9690\u85cf\u76ee\u5f55<\/td>\n<td>\u504f\u597d\u3001\u5feb\u6377\u6307\u4ee4\u3001\u4e2a\u4eba\u8e29\u5751\u6559\u8bad<\/td>\n<\/tr>\n<tr>\n<td>\u56e2\u961f\u8bb0\u5fc6<\/td>\n<td>\u56e2\u961f\u524d\u7f00\u9694\u79bb\uff0c\u7ec4\u5185\u5171\u4eab<\/td>\n<td><code>~\/.claude\/teams\/{team}\/...<\/code><\/td>\n<td>\u5386\u53f2\u9057\u7559\u95ee\u9898\u7684\u4fee\u590d\u7b14\u8bb0\u3001\u89c4\u907f\u65b9\u6cd5<\/td>\n<\/tr>\n<tr>\n<td>Scratchpad<\/td>\n<td>\u8de8 Worker\uff0c<strong>\u4e0d\u8de8\u4f1a\u8bdd<\/strong><\/td>\n<td>\u534f\u8c03\u8005\u63d0\u4f9b\u7684\u5171\u4eab\u76ee\u5f55<\/td>\n<td>\u672c\u6b21\u4efb\u52a1\u7684\u4e2d\u95f4\u8fc7\u7a0b\u7269<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4f5c\u7528\u57df\u786c\u8fb9\u754c\u6362\u6765\u4e24\u4ef6\u4e8b\uff1a\u8fb9\u754c\u4e0d\u6f02\u79fb\uff08\u56e2\u961f\u8bb0\u5fc6\u4e0d\u4f1a\u6cc4\u6f0f\u5230\u6240\u6709\u9879\u76ee\uff09\u3001\u9897\u7c92\u4e0d\u5931\u63a7\uff08Scratchpad \u4e0d\u4f1a\u6c89\u6dc0\u6210\u6c38\u4e45\u77e5\u8bc6\uff09\u3002\u8fd9\u662f\u8bb0\u5fc6\u7cfb\u7edf\u7684\u7b2c\u4e00\u9053\u7eaa\u5f8b\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"62_%E5%85%A5%E5%8F%A3%E7%B4%A2%E5%BC%95%EF%BC%9A%E5%B8%A6%E5%8F%8C%E6%8A%A4%E6%A0%8F%E7%9A%84_MEMORYmd\"><\/span>6.2 \u5165\u53e3\u7d22\u5f15\uff1a\u5e26\u53cc\u62a4\u680f\u7684 MEMORY.md<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8bb0\u5fc6\u76ee\u5f55\u91cc\u4e0d\u653e\u6210\u767e\u4e0a\u5343\u7bc7\u96f6\u6563\u6587\u4ef6\u3002\u5b83\u6709\u4e00\u4e2a\u660e\u786e\u7684\u5165\u53e3\u6587\u4ef6 <code>MEMORY.md<\/code>\uff0c\u88ab\u76f4\u63a5\u6ce8\u5165\u7cfb\u7edf\u63d0\u793a\u2014\u2014<strong>\u6bcf\u4e00\u8f6e\u5faa\u73af\u7684\u4e0a\u4e0b\u6587\u91cc\u90fd\u80fd\u770b\u5230\u5b83<\/strong>\u3002<\/p>\n<p>\u6b63\u56e0\u4e3a\u5b83\u8981\u5e38\u9a7b\u7cfb\u7edf\u63d0\u793a\uff0c\u5b83\u5fc5\u987b\u7626\u3002\u4e24\u6761\u5f3a\u5236\u62a4\u680f\u540c\u65f6\u751f\u6548\uff1a<\/p>\n<ul>\n<li><strong>\u884c\u6570\u4e0a\u9650\uff1a\u2264 200 \u884c<\/strong><\/li>\n<li><strong>\u5b57\u8282\u4e0a\u9650\uff1a\u2264 25 KB<\/strong><\/li>\n<\/ul>\n<p>\u4efb\u610f\u4e00\u6761\u88ab\u89e6\u53d1\u5c31\u542f\u52a8\u622a\u65ad\u3002\u622a\u65ad\u4e0d\u76f2\u76ee\uff1a\u5148\u6309\u884c\u88c1\u5230 200 \u884c\uff0c\u518d\u6309\u5b57\u8282\u88c1\u5230\u6700\u8fd1\u4e00\u4e2a\u6362\u884c\u4f4d\u7f6e\uff08\u907f\u514d\u534a\u884c\u622a\u65ad\uff09\uff0c\u88c1\u5b8c\u5728\u6587\u672b\u8ffd\u52a0\u4e00\u6bb5\u8b66\u544a\u2014\u2014\u660e\u6587\u544a\u8bc9\u6a21\u578b&quot;\u672c\u7d22\u5f15\u88ab\u622a\u65ad\u4e86\uff0c\u628a\u7ec6\u8282\u632a\u5230\u4e3b\u9898\u6587\u4ef6\u91cc\u53bb&quot;\u3002<\/p>\n<p>\u8fd9\u6761\u8bbe\u8ba1\u627f\u8ba4\u4e86\u4e00\u4e2a\u771f\u76f8\uff1a<strong>\u7d22\u5f15\u662f\u7cfb\u7edf\u63d0\u793a\u7684\u4e00\u90e8\u5206\uff0c\u5b83\u8d8a\u81c3\u80bf\u8d8a\u8d35\uff0c\u8d8a\u8d35\u8d8a\u8981\u88ab\u538b\u7f29<\/strong>\u3002\u4e0e\u5176\u8ba9\u5b83\u6084\u6084\u53d8\u80d6\uff0c\u4e0d\u5982\u5728\u9608\u503c\u5904\u5f3a\u884c\u6253\u4e00\u6b21\u8b66\u793a\uff0c\u903c\u7528\u6237\u6216 Agent \u628a\u7ec6\u8282\u642c\u5230\u4e3b\u9898\u6587\u4ef6\u3002\u7d22\u5f15\u548c\u4e3b\u9898\u7684\u5206\u5de5\u662f\u5728\u62a4\u680f\u9a71\u52a8\u4e0b\u81ea\u7136\u6f14\u5316\u7684\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"63_%E4%B8%BB%E9%A2%98%E6%96%87%E4%BB%B6%E9%98%B5%E5%88%97%EF%BC%9A%E8%AE%A9%E7%BB%86%E8%8A%82%E6%9C%89%E8%87%AA%E5%B7%B1%E7%9A%84%E5%AE%B6\"><\/span>6.3 \u4e3b\u9898\u6587\u4ef6\u9635\u5217\uff1a\u8ba9\u7ec6\u8282\u6709\u81ea\u5df1\u7684\u5bb6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6bcf\u4e2a\u4e3b\u9898\u4e00\u4e2a\u6587\u4ef6\u3002\u6587\u4ef6\u5f00\u5934\u6709\u4e00\u6bb5 frontmatter\uff08\u6807\u9898\u3001\u63cf\u8ff0\u3001\u7c7b\u578b\uff09\u2014\u2014<strong>\u7ed9\u53ec\u56de\u9636\u6bb5\u8bfb\u7684\uff0c\u4e0d\u662f\u7ed9\u6700\u7ec8\u6ce8\u5165\u8bfb\u7684<\/strong>\u3002\u6587\u4ef6\u6b63\u6587\u53ef\u4ee5\u5199\u5f97\u5f88\u8be6\u5c3d\uff1a\u4ee3\u7801\u793a\u4f8b\u3001\u6765\u9f99\u53bb\u8109\u3001\u6574\u5957\u51b3\u7b56\u8fc7\u7a0b\u90fd\u884c\u3002<\/p>\n<p>\u6587\u4ef6\u6309 mtime \u8bb0\u65b0\u9c9c\u5ea6\u3002\u65b0\u9c9c\u5ea6\u4e0d\u662f\u6392\u5e8f\u952e\uff0c\u800c\u662f<strong>\u544a\u8bc9\u6a21\u578b&quot;\u8fd9\u6761\u8bb0\u5fc6\u8ddd\u4eca\u591a\u4e45\u4e86&quot;<\/strong>\u3002\u9648\u5e74\u8bb0\u5fc6\u88ab\u8bef\u7528\u4e3a\u65b0\u9c9c\u4e8b\u5b9e\uff0c\u662f\u6240\u6709\u957f\u671f\u8fd0\u884c Agent \u6700\u5bb9\u6613\u683d\u7684\u5751\u2014\u2014\u8fd9\u6761 mtime \u4fe1\u606f\u662f\u515c\u5e95\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"64_%E7%9B%B8%E5%85%B3%E6%80%A7%E9%80%89%E6%8B%A9%E5%99%A8%EF%BC%9A%E4%B8%80%E6%AC%A1_5_%E6%A7%BD%E4%BD%8D%E7%9A%84%E7%B2%BE%E7%A1%AE%E6%8C%91%E9%80%89\"><\/span>6.4 \u76f8\u5173\u6027\u9009\u62e9\u5668\uff1a\u4e00\u6b21 5 \u69fd\u4f4d\u7684\u7cbe\u786e\u6311\u9009<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u771f\u6b63\u8ba9\u8fd9\u5957\u76ee\u5f55\u6811\u5347\u7ea7\u4e3a&quot;\u6709\u8bed\u4e49\u53ec\u56de\u80fd\u529b&quot;\u7684\uff0c\u662f\u76f8\u5173\u6027\u9009\u62e9\u5668\u3002\u5b83\u4e0d\u662f\u5411\u91cf\u5339\u914d\uff0c\u800c\u662f\u4e00\u6b21<strong>\u4fa7\u94fe LLM \u8c03\u7528<\/strong>\uff1a\u628a\u5f53\u524d\u7528\u6237\u8bf7\u6c42 + \u6240\u6709\u5019\u9009\u4e3b\u9898\u7684 frontmatter + \u6700\u8fd1\u4f7f\u7528\u8fc7\u7684\u5de5\u5177\u4e00\u8d77\u5582\u7ed9\u4e00\u4e2a\u5c0f Sonnet \u6a21\u578b\uff0c\u8ba9\u5b83\u6311\u51fa<strong>\u81f3\u591a 5 \u4e2a<\/strong>\u4e3b\u9898\u8fdb\u5165\u672c\u8f6e\u4e0a\u4e0b\u6587\u3002<\/p>\n<p>\u8fd9\u6b21\u8c03\u7528\u7684\u51e0\u4e2a\u5173\u952e\u7ea6\u675f\uff1a<\/p>\n<ul>\n<li><strong>\u69fd\u4f4d\u9884\u7b97\u786c\u4e0a\u9650 5<\/strong>\u3002\u7ed9 10 \u6761\u4e0e\u7ed9 5 \u6761\u76f8\u6bd4\uff0c\u524d\u8005\u53cd\u800c\u8ba9\u6a21\u578b\u5206\u5fc3\uff1b\u5982\u679c\u4e00\u8f6e\u771f\u7684\u88c5\u4e0d\u4e0b\uff0c\u7559\u7ed9\u4e0b\u4e00\u8f6e\u7ee7\u7eed\u53ec\u56de\u3002<\/li>\n<li><strong><code>alreadySurfaced<\/code> \u6392\u9664\u96c6<\/strong>\u3002\u672c\u4f1a\u8bdd\u5df2\u7ecf\u9732\u51fa\u8fc7\u7684\u8bb0\u5fc6\u4e0d\u518d\u91cd\u590d\u5360\u7528\u69fd\u4f4d\u2014\u2014\u53ec\u56de\u9884\u7b97\u5e94\u8be5\u82b1\u5728\u65b0\u9c9c\u5019\u9009\u4e0a\u3002<\/li>\n<li><strong><code>recentTools<\/code> \u8fc7\u6ee4\u89c4\u5219 + \u4f8b\u5916<\/strong>\u3002\u5982\u679c\u7528\u6237\u521a\u5728\u7528 grep\uff0c\u90a3\u4e48&quot;grep \u7684 API \u6587\u6863&quot;\u7c7b\u8bb0\u5fc6<strong>\u4e0d\u5fc5\u53ec\u56de<\/strong>\u2014\u2014Agent \u5df2\u7ecf\u5728\u6d3b\u8dc3\u4f7f\u7528\u5b83\u4e86\u3002\u4f46\u6709\u4e00\u6761\u5173\u952e\u4f8b\u5916\uff1a<strong>\u5173\u4e8e\u8fd9\u4e2a\u5de5\u5177\u7684 gotcha \/ \u5df2\u77e5\u7f3a\u9677 \/ \u8b66\u544a\u7c7b\u8bb0\u5fc6\u4ecd\u8981\u53ec\u56de<\/strong>\u3002\u8fd9\u6761\u89c4\u5219\u533a\u5206\u4e86&quot;\u76f8\u5173\u6027&quot;\u548c&quot;\u6709\u7528\u6027&quot;\u2014\u2014\u4e00\u4e2a\u5de5\u5177\u88ab\u9891\u7e41\u4f7f\u7528\u6070\u6070\u662f\u5b83\u7684 warning \u6700\u8be5\u9732\u9762\u7684\u65f6\u523b\u3002<\/li>\n<li><strong>\u7a7a\u9009\u62e9\u4e5f\u6253\u70b9<\/strong>\u3002\u672c\u8f6e\u54ea\u6015\u4e00\u6761\u90fd\u6ca1\u6311\u4e0a\uff0c\u4e5f\u8bb0\u4e00\u6b21\u7a7a\u9009\u62e9\u4e8b\u4ef6\u3002\u8fd9\u8ba9&quot;\u9009\u62e9\u7387&quot;\u53d8\u6210\u53ef\u88ab\u957f\u671f\u5ea6\u91cf\u7684\u6307\u6807\u2014\u2014\u9009\u62e9\u7387\u592a\u4f4e\u3001\u67d0\u4e9b\u4e3b\u9898\u5e38\u5e74\u4e0d\u88ab\u53ec\u56de\u3001header \u63cf\u8ff0\u8981\u4e0d\u8981\u6539\u2014\u2014\u8fd9\u4e9b\u95ee\u9898\u53ea\u6709\u7a7a\u9009\u62e9\u88ab\u6253\u70b9\u65f6\u624d\u80fd\u88ab\u5206\u6790\u3002<\/li>\n<\/ul>\n<p>\u52a0\u4e0a\u9065\u6d4b\u5c42 <code>MEMORY_SHAPE_TELEMETRY<\/code>\uff0c\u6574\u5957\u8bb0\u5fc6\u5b50\u7cfb\u7edf\u7684\u5065\u5eb7\u5ea6\u662f\u53ef\u89c2\u6d4b\u3001\u53ef\u6f14\u5316\u7684\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"65_%E4%B8%BA%E4%BB%80%E4%B9%88%E4%B8%8D%E8%B5%B0%E5%90%91%E9%87%8F%EF%BC%9F\"><\/span>6.5 \u4e3a\u4ec0\u4e48\u4e0d\u8d70\u5411\u91cf\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e09\u6761\u7406\u7531\u90fd\u85cf\u5728\u524d\u9762\u7684\u8bbe\u8ba1\u91cc\uff1a<\/p>\n<ol>\n<li><strong>\u53ef\u8bfb\u6027\u6bd4\u76f8\u4f3c\u5ea6\u66f4\u91cd\u8981<\/strong>\u3002\u6253\u5f00 <code>MEMORY.md<\/code> \u80fd\u8fc5\u901f\u770b\u89c1&quot;\u6211\u7684\u8bb0\u5fc6\u91cc\u6709\u4ec0\u4e48&quot;\uff1b\u6253\u5f00\u5411\u91cf\u5e93\u53ea\u80fd\u770b\u4e00\u5806\u6d6e\u70b9\u6570\u3002\u8bb0\u5fc6\u4e0d\u53ea\u7ed9\u6a21\u578b\u770b\uff0c\u4e5f\u7ed9\u5b83\u7684\u62e5\u6709\u8005\u770b\u3002<\/li>\n<li><strong>\u7d22\u5f15 + \u4e3b\u9898\u4e8c\u6bb5\u5f0f\u5929\u7136\u652f\u6301&quot;\u4f4e\u6ce8\u5165\u3001\u6309\u9700\u52a0\u8f7d&quot;<\/strong>\u3002\u7d22\u5f15\u5e38\u9a7b\u7cfb\u7edf\u63d0\u793a\uff0c\u4e3b\u9898\u61d2\u52a0\u8f7d\u3002\u5411\u91cf\u5e93\u5f88\u96be\u505a\u5230\u8fd9\u79cd&quot;\u9009\u62e9\u6027\u53ef\u89c1&quot;\u3002<\/li>\n<li><strong>\u76f8\u5173\u6027\u4ea4\u7ed9\u8bed\u4e49\u6a21\u578b\uff0c\u6bd4\u4ea4\u7ed9\u76f8\u4f3c\u5ea6\u51fd\u6570\u66f4\u8d34\u8fd1\u4eba<\/strong>\u3002Sonnet \u5728\u7406\u89e3&quot;\u5de5\u5177\u7684 API \u6587\u6863\u4e0d\u5fc5\u518d\u53ec\u56de\u4f46\u5b83\u7684 gotcha \u4e00\u5b9a\u8981\u53ec\u56de&quot;\u8fd9\u79cd\u5fae\u5999\u89c4\u5219\u4e0a\uff0c\u8fdc\u80dc\u4e8e\u4e00\u4e2a\u56fa\u5b9a\u76f8\u4f3c\u5ea6\u516c\u5f0f\u3002<\/li>\n<\/ol>\n<p>\u4e00\u53e5\u8bdd\u6536\u675f\uff1a<strong>\u4e0d\u9760\u5411\u91cf\u9760\u76ee\u5f55\uff0c\u4e0d\u9760\u5168\u91cf\u6ce8\u5165\u9760\u4e00\u6b21 5 \u69fd\u4f4d\u7684\u7cbe\u786e\u6311\u9009<\/strong>\u3002<\/p>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"7_%E5%9B%9B%E8%B4%AF%E7%A9%BF%E6%8E%A7%E4%BB%B6%EF%BC%9A%E8%AE%A9_Runtime_%E5%9C%A8%E7%9C%9F%E5%AE%9E%E4%B8%96%E7%95%8C%E9%87%8C%E6%B4%BB%E4%B8%8B%E6%9D%A5\"><\/span>7. \u56db\u8d2f\u7a7f\u63a7\u4ef6\uff1a\u8ba9 Runtime \u5728\u771f\u5b9e\u4e16\u754c\u91cc\u6d3b\u4e0b\u6765<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u00a71 \u5df2\u7ecf\u628a\u8fd9\u56db\u4ef6\u63a7\u4ef6\u6302\u5728\u4e86\u5168\u666f\u56fe\u53f3\u4fa7\u3002\u5b83\u4eec\u4e0d\u5728\u4efb\u4f55\u4e00\u5c42\u5185\u90e8\uff0c\u4f46\u540c\u65f6\u4f5c\u7528\u4e8e\u6240\u6709\u5c42\u3002\u53bb\u6389\u4efb\u4f55\u4e00\u6839\uff0c\u7cfb\u7edf\u5728\u6f14\u793a\u573a\u666f\u91cc\u80fd\u8dd1\uff0c\u5728\u957f\u8dd1\u3001\u51fa\u9519\u3001\u88ab\u4e2d\u65ad\u3001\u8d85\u957f\u4efb\u52a1\u65f6\u4f1a\u9010\u6b65\u5d29\u584c\u3002<\/p>\n<p><img decoding=\"async\" width=\"100%\" src=\"http:\/\/weizn.net\/wp-content\/uploads\/2026\/05\/post-1079-6a003d3f46305.png\" \/><\/p>\n<p><strong>\u56fe\u91ca<\/strong>\uff1a\u56db\u4ef6\u63a7\u4ef6\u6309 2\u00d72 \u7f51\u683c\u5c55\u5f00\u3002\u2460 <strong>AbortController \u00b7 \u5206\u5c42\u4e2d\u65ad<\/strong>\uff1a\u4e3b\u4f1a\u8bdd \u2192 \u5b50 Task \u2192 \u5355\u6b21\u5de5\u5177\u4e09\u7ea7\u53d6\u6d88\u6811\uff0c\u6807\u6ce8\u4e09\u6761\u4e0d\u53d8\u91cf\uff08\u4e0b\u6c89\u4f46\u4e0d\u4e0a\u7206 \/ \u7236\u53d6\u6d88\u5fc5\u5230\u8fbe\u5b69\u5b50 \/ \u53d6\u6d88\u65f6 drain in-flight \u5de5\u5177\uff09\u3002\u2461 <strong>StopHooks \u00b7 \u505c\u987f\u94a9\u5b50<\/strong>\uff1a\u4e09\u7c7b\u505c\u6b62\u4e8b\u4ef6\uff08assistant turn \u7ed3\u675f \/ tool call \u7ed3\u675f \/ \u9636\u6bb5\u8fb9\u754c\uff09\u6620\u5c04\u5230\u4e09\u79cd\u8fd4\u56de\u6a21\u5f0f\uff08\u89c2\u5bdf \/ \u6539\u5199\u4e0a\u4e0b\u6587 \/ preventContinuation \u622a\u505c\uff09\u3002\u2462 <strong>TokenBudget \u00b7 \u4e09\u9053\u9884\u7b97\u9600<\/strong>\uff1a\u786c\u7a97\u53e3 \/ \u5de5\u4f5c\u9884\u7b97 (effectiveWindow \u2212 13K) \/ \u7cfb\u7edf\u9884\u7559 (reservedForSummary = min(modelMaxOutput, 20K))\uff0c\u4e0b\u65b9\u518d\u6807\u6ce8 WARNING\/ERROR=20K \u00b7 BLOCKING=3K \u00b7 \u7194\u65ad \u22653 \u6b21\u3002\u2463 <strong>CleanupRegistry \u00b7 \u6e05\u7406\u767b\u8bb0<\/strong>\uff1a\u6837\u4f8b\u767b\u8bb0\u8868\uff08PTY \u00b7 close \/ FileLock \u00b7 release \/ TempConn \u00b7 disconnect\uff09+ \u4e09\u6761\u6027\u8d28\uff08\u767b\u8bb0\u5e42\u7b49 \/ \u6267\u884c\u6709\u5e8f \/ \u5bb9\u9519\u6267\u884c\uff09+ &quot;\u4efb\u52a1\u7ed3\u675f \u00b7 \u5931\u8d25 \u00b7 \u53d6\u6d88&quot;\u89e6\u53d1\u5668\u3002\u5e95\u90e8\u91d1\u53e5&quot;\u53bb\u6389\u4efb\u4f55\u4e00\u6839 \u00b7 Runtime \u6f14\u793a\u80fd\u8dd1 \u00b7 \u957f\u8dd1\u5fc5\u5d29&quot;\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"71_AbortController_%C2%B7_%E5%88%86%E5%B1%82%E4%B8%AD%E6%96%AD\"><\/span>7.1 AbortController \u00b7 \u5206\u5c42\u4e2d\u65ad<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e3b\u4f1a\u8bdd\u3001\u5b50 Task\u3001\u5355\u6b21\u5de5\u5177\u8c03\u7528\u5404\u6301\u4e00\u4e2a\u72ec\u7acb\u7684 <code>AbortController<\/code>\uff0c\u7ec4\u6210\u4e00\u68f5\u53d6\u6d88\u6811\u3002\u4e09\u6761\u4e0d\u53d8\u91cf\uff1a<\/p>\n<ul>\n<li>\u7528\u6237\u7684 Ctrl-C \u843d\u5728\u6700\u5916\u5c42\u540e\uff0c\u4fe1\u53f7\u6cbf\u59d4\u6d3e\u8fb9\u9010\u7ea7\u4e0b\u6c89\uff0c\u6bcf\u4e00\u5c42\u90fd\u53ef\u4ee5\u6302\u94a9\u505a\u6e05\u7406\u3002<\/li>\n<li>\u5b50 Task \u7684\u53d6\u6d88<strong>\u4e0d\u4f1a<\/strong>\u5411\u4e0a\u7206\u70b8\u2014\u2014\u53ea\u5f71\u54cd\u5b83\u81ea\u5df1\u4e0e\u5b83\u7684\u5b69\u5b50\u3002<\/li>\n<li>\u7236 Task \u7684\u53d6\u6d88<strong>\u5fc5\u7136<\/strong>\u5230\u8fbe\u6bcf\u4e2a\u5b69\u5b50\u3002<\/li>\n<\/ul>\n<p>\u53d6\u6d88\u4fe1\u53f7\u88ab\u76f4\u63a5\u6302\u5230\u6d41\u5f0f <code>callModel<\/code> \u8c03\u7528\u4e0a\uff0c\u6240\u4ee5&quot;\u6211\u6309\u4e86 Ctrl-C \u4f46\u6a21\u578b\u8fd8\u5728\u8bf4\u8bdd&quot;\u8fd9\u79cd\u60c5\u5f62\u4e0d\u5b58\u5728\u3002<code>drain<\/code> in-flight \u5de5\u5177\u7ed3\u679c\u7684\u515c\u5e95\uff08\u00a72 \u4e8b\u4ef6 8\uff09\u786e\u4fdd\u5373\u4f7f\u53d6\u6d88\uff0c\u4e5f\u4e0d\u4f1a\u7559\u4e0b\u4efb\u4f55 orphan tool_use\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"72_StopHooks_%C2%B7_%E5%81%9C%E9%A1%BF%E9%92%A9%E5%AD%90\"><\/span>7.2 StopHooks \u00b7 \u505c\u987f\u94a9\u5b50<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6bcf\u4e00\u6b21&quot;\u505c\u6b62\u4e8b\u4ef6&quot;\u90fd\u5141\u8bb8\u94a9\u5b50\u4ecb\u5165\uff1a<\/p>\n<ul>\n<li>\u4e00\u6b21 assistant turn \u7ed3\u675f<\/li>\n<li>\u4e00\u6b21 tool call \u7ed3\u675f<\/li>\n<li>\u4e00\u6b21\u9636\u6bb5\u6027\u8fb9\u754c<\/li>\n<\/ul>\n<p>\u94a9\u5b50\u7684\u4e09\u79cd\u8fd4\u56de\u65b9\u5f0f\uff1a<\/p>\n<ol>\n<li><strong>\u89c2\u5bdf<\/strong>\uff1a\u53ea\u8bb0\u5f55\uff0c\u4e0d\u6539\u53d8\u6d41\u7a0b<\/li>\n<li><strong>\u6539\u5199<\/strong>\uff1a\u5728\u4e0b\u4e00\u8f6e\u4e0a\u4e0b\u6587\u91cc\u63d2\u5165\u8865\u5145\u6d88\u606f\u6216\u4fee\u6539\u5df2\u751f\u6210\u5185\u5bb9<\/li>\n<li><strong>\u62e6\u622a<\/strong>\uff1a\u76f4\u63a5 <code>preventContinuation<\/code>\uff0c\u628a\u5faa\u73af\u622a\u505c\uff08\u89c1 \u00a72 \u4e8b\u4ef6 11\uff09<\/li>\n<\/ol>\n<p>StopHooks \u7684\u672c\u8d28\u662f<strong>\u5728\u4e0d\u6539 Runtime \u672c\u4f53\u7684\u524d\u63d0\u4e0b\u5411\u5916\u66b4\u9732\u7684\u53ef\u7f16\u7a0b\u8fb9\u754c<\/strong>\u2014\u2014SDK \u7528\u6237\u3001\u4f01\u4e1a\u63d2\u4ef6\u3001\u5185\u90e8 telemetry \u90fd\u901a\u8fc7\u5b83\u63a5\u5165\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"73_TokenBudget_%C2%B7_%E4%B8%89%E9%81%93%E9%A2%84%E7%AE%97%E9%98%80\"><\/span>7.3 TokenBudget \u00b7 \u4e09\u9053\u9884\u7b97\u9600<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><code>TokenBudget<\/code> \u4e0d\u662f\u4e00\u6839\u786c\u4e0a\u9650\uff0c\u800c\u662f\u4e09\u9053\u5206\u8d26\u9600\u95e8\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u9600\u95e8<\/th>\n<th>\u4e0a\u9650\u6765\u6e90<\/th>\n<th>\u5b88\u7684\u4e1c\u897f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u786c\u7a97\u53e3<\/td>\n<td><code>contextWindow(model)<\/code><\/td>\n<td>\u6700\u540e\u4e00\u9053\u5899\uff0c\u7834\u4e86\u5c31\u76f4\u63a5 API \u9519\u8bef<\/td>\n<\/tr>\n<tr>\n<td>\u5de5\u4f5c\u9884\u7b97<\/td>\n<td><code>effectiveWindow \u2212 AUTOCOMPACT_BUFFER (13K)<\/code><\/td>\n<td>\u8fd8\u80fd\u52a8\u624b\u505a\u4e8b\u7684\u4f59\u91cf<\/td>\n<\/tr>\n<tr>\n<td>\u7cfb\u7edf\u9884\u7559<\/td>\n<td><code>reservedForSummary = min(modelMaxOutput, 20_000)<\/code><\/td>\n<td>\u7ed9\u6458\u8981\u8bf7\u6c42\u81ea\u8eab\u7559\u7684\u8f93\u51fa\u7a7a\u95f4\uff0c\u4e0d\u53ef\u88ab\u538b\u7f29\u5360\u7528<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4e09\u9053\u9600\u8ba9&quot;\u8fd8\u8981\u4e0d\u8981\u52a8\u624b&quot;\u548c&quot;\u8fd8\u8981\u4e0d\u8981\u60f3\u4e0b\u4e00\u6b65&quot;\u5404\u81ea\u6709\u6c14\u53e3\u2014\u2014\u8fd9\u662f \u00a73 \u4e94\u7ea7\u538b\u7f29\u68af\u5b50\u80fd\u6309\u4fb5\u5165\u6027\u5206\u7ea7\u7684\u5de5\u7a0b\u524d\u63d0\u3002<\/p>\n<p>\u53e6\u5916\u5b58\u5728\u4e00\u6761<strong>\u7528\u6237\u53ef\u58f0\u660e\u7684 task budget<\/strong>\uff1a\u5728\u7528\u6237\u8f93\u5165\u91cc\u5199 <code>+500k<\/code> \/ <code>use 2M tokens<\/code> \u8fd9\u7c7b\u81ea\u7136\u8bed\u8a00\u65f6\uff0c\u7cfb\u7edf\u89e3\u6790\u4e3a\u672c\u6b21 turn \u7684 token \u76ee\u6807\uff0c\u5e76\u5728\u7d2f\u8ba1 token &lt; 90% \u76ee\u6807\u503c\u65f6\u4e3b\u52a8\u8ba9\u6a21\u578b\u7ee7\u7eed\u63a8\u8fdb\uff1b\u8fde\u7eed 3 \u8f6e token \u589e\u91cf\u5c0f\u4e8e 500\uff08\u6536\u76ca\u9012\u51cf\u5224\u5b9a\uff09\u5219\u63d0\u524d\u505c\u6b62\u3002\u8fd9\u6761\u673a\u5236\u4e0e&quot;\u4e0a\u4e0b\u6587\u7a97\u53e3\u9884\u7b97&quot;\u662f\u4e24\u4e2a\u5c42\u9762\uff0c\u4e0d\u8981\u6df7\u6dc6\u2014\u2014\u524d\u8005\u662f&quot;\u82b1\u591a\u5c11 token \u505a\u5b8c\u4e00\u4ef6\u4e8b&quot;\uff0c\u540e\u8005\u662f&quot;\u8fd8\u80fd\u653e\u591a\u5c11 token \u8fdb\u4e0a\u4e0b\u6587&quot;\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"74_CleanupRegistry_%C2%B7_%E6%B8%85%E7%90%86%E7%99%BB%E8%AE%B0\"><\/span>7.4 CleanupRegistry \u00b7 \u6e05\u7406\u767b\u8bb0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6bcf\u4e00\u4e2a\u53ef\u80fd\u7559\u4e0b&quot;\u5c3e\u5df4&quot;\u7684\u52a8\u4f5c\u90fd\u5fc5\u987b\u628a\u81ea\u5df1\u7684\u6e05\u7406\u52a8\u4f5c\u767b\u8bb0\u8fdb\u6765\uff1a\u6253\u5f00\u7684 PTY\u3001\u6301\u6709\u7684\u6587\u4ef6\u9501\u3001\u540e\u53f0\u6d3e\u51fa\u53bb\u7684 Task\u3001\u4e34\u65f6\u6570\u636e\u5e93\u8fde\u63a5\u2026\u2026\u4efb\u52a1\u7ed3\u675f \/ \u5931\u8d25 \/ \u88ab\u53d6\u6d88\u65f6\uff0c\u767b\u8bb0\u8868\u88ab\u6309\u5e8f\u6267\u884c\u3002\u4e09\u6761\u6027\u8d28\u51b3\u5b9a\u4e86\u5b83\u7684\u5f3a\u5ea6\uff1a<\/p>\n<ul>\n<li><strong>\u767b\u8bb0\u5e42\u7b49<\/strong>\uff1a\u540c\u4e00\u52a8\u4f5c\u591a\u6b21\u767b\u8bb0\u53ea\u767b\u8bb0\u4e00\u6b21<\/li>\n<li><strong>\u6267\u884c\u6709\u5e8f<\/strong>\uff1a\u5148\u767b\u8bb0\u7684\u6709\u6e05\u6670\u7684\u5148\u540e\u7ea6\u5b9a<\/li>\n<li><strong>\u6267\u884c\u5bb9\u9519<\/strong>\uff1a\u5355\u4e2a\u6e05\u7406\u5931\u8d25\u4e0d\u963b\u585e\u5269\u4f59\u52a8\u4f5c<\/li>\n<\/ul>\n<p>\u8fd9\u4e00\u70b9\u51b3\u5b9a\u4e86\u6574\u4e2a Runtime \u7684\u5931\u8d25\u8bed\u4e49\u4ece&quot;\u9760\u8bed\u8a00\u8fd0\u884c\u65f6 GC \u8d4c\u4eba\u54c1&quot;\u5347\u7ea7\u6210\u4e86&quot;\u53ef\u5e42\u7b49\u3001\u53ef\u91cd\u653e&quot;\u2014\u2014\u8fd9\u662f\u957f\u8dd1\u7cfb\u7edf\u4e0d\u53ef\u7ed5\u5f00\u7684\u5de5\u7a0b\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n<hr \/>\n<h2><span class=\"ez-toc-section\" id=\"8_%E8%AE%BE%E8%AE%A1%E5%93%B2%E5%AD%A6%E3%80%81%E4%BB%A3%E4%BB%B7%E4%B8%8E%E9%80%82%E7%94%A8%E8%BE%B9%E7%95%8C\"><\/span>8. \u8bbe\u8ba1\u54f2\u5b66\u3001\u4ee3\u4ef7\u4e0e\u9002\u7528\u8fb9\u754c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u524d\u9762\u4e03\u7ae0\u628a Claude Code Runtime \u62c6\u5230\u4e86\u96f6\u4ef6\u3002\u6700\u540e\u4e00\u7ae0\u53ea\u505a\u4e24\u4ef6\u4e8b\uff1a\u628a\u96f6\u4ef6\u80cc\u540e\u7684\u8bbe\u8ba1\u54f2\u5b66\u6d53\u7f29\u6210\u53ef\u590d\u7528\u7684\u5de5\u7a0b\u539f\u5219\uff0c\u518d\u5766\u767d\u8fd9\u5957\u8bbe\u8ba1\u5728\u54ea\u4e9b\u573a\u666f<strong>\u4e0d<\/strong>\u9002\u5408\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"81_%E4%BA%94%E6%9D%A1%E5%8F%AF%E5%A4%8D%E7%94%A8%E7%9A%84%E8%AE%BE%E8%AE%A1%E5%93%B2%E5%AD%A6\"><\/span>8.1 \u4e94\u6761\u53ef\u590d\u7528\u7684\u8bbe\u8ba1\u54f2\u5b66<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>\u4e00 \u00b7 Task \u4e00\u7b49\u516c\u6c11<\/strong>\u3002\u4e0d\u5b9a\u4e49&quot;\u4ec0\u4e48\u662f Agent&quot;\uff0c\u628a\u6240\u6709\u6267\u884c\u4f53\u62bd\u8c61\u6210 Task\u3002\u5171\u4eab id \/ \u5de5\u5177\u5b50\u96c6 \/ \u8f93\u51fa\u57fa\u677f \/ \u53d6\u6d88\u94fe\u56db\u4ef6\u5951\u7ea6\uff0c\u5f62\u6001\u5728\u534f\u8bae\u5c42\u4e4b\u5916\u53ef\u4efb\u610f\u5207\u6362\u3002\u59d4\u6d3e\u7b56\u7565\u4e0e\u6267\u884c\u73af\u5883\u56e0\u6b64\u5b8c\u5168\u89e3\u8026\uff0c&quot;\u4efb\u52a1\u4ece\u672c\u5730\u642c\u5230\u8fdc\u7aef&quot;\u53d8\u6210\u4e00\u6b21 id \u524d\u7f00\u53d8\u66f4\u800c\u975e\u7cfb\u7edf\u7ea7\u6539\u9020\u3002<\/p>\n<p><strong>\u4e8c \u00b7 \u538b\u7f29\u5373\u68af\u5b50<\/strong>\u3002\u628a\u7a97\u53e3\u7ba1\u7406\u4ece&quot;\u4e00\u6b21\u6458\u8981&quot;\u6362\u6210&quot;\u4e00\u6761\u9636\u68af&quot;\u3002\u4ece SessionMemory \u7684 IO \u7ea7\u96f6\u635f\u5931\uff0c\u5230 Reactive \u7684\u4e8b\u4ef6\u9a71\u52a8\u5c40\u90e8\u88c1\u526a\uff0c\u5230 Microcompact \u7684\u767d\u540d\u5355\u5de5\u5177\u7ed3\u679c\u6e05\u626b\uff0c\u5230 Full Compact \u7684 forked agent \u6458\u8981 + 50K \u6ce8\u5165\u9884\u7b97\uff0c\u5230 Context Collapse \u7684\u6700\u5c0f\u9aa8\u67b6\u515c\u5e95\u2014\u2014\u6bcf\u4e00\u7ea7\u90fd\u6bd4\u4e0a\u4e00\u7ea7\u591a\u653e\u5f03\u4e00\u70b9\u3001\u4f46\u6bd4\u7c97\u66b4\u6458\u8981\u5c11\u635f\u5931\u5f88\u591a\u3002\u5148\u5c1d\u8bd5\u6700\u8f7b\u3001\u625b\u4e0d\u4f4f\u624d\u62ac\u5347\u4fb5\u5165\u6027\u3002<\/p>\n<p><strong>\u4e09 \u00b7 \u4e09\u901a\u9053\u5404\u53f8\u5176\u804c<\/strong>\u3002\u7236\u5b50\u59d4\u6d3e\u8d70 AgentTool\uff1b\u5144\u5f1f\u534f\u4f5c\u8d70\u6587\u4ef6\u90ae\u7bb1\uff1b\u5171\u4eab\u4e2d\u95f4\u8fc7\u7a0b\u7269\u8d70 Scratchpad\u3002<strong>\u4e0d\u540c\u8bed\u4e49\u7edd\u4e0d\u5171\u7528\u901a\u9053<\/strong>\u3002\u8fd9\u662f Claude Code \u591a Agent \u7cfb\u7edf\u80fd\u8de8\u591a Worker \u8dd1\u4e45\u800c\u4e0d\u8150\u70c2\u7684\u534f\u8bae\u57fa\u7840\u3002<\/p>\n<p><strong>\u56db \u00b7 \u534f\u8c03\u8005\u4e0d\u5bf9\u79f0<\/strong>\u3002\u89c4\u5212\u3001\u59d4\u6d3e\u3001\u6c47\u603b\u5f52\u534f\u8c03\u8005\uff1b\u52a8\u624b\u5f52 Worker\u3002\u534f\u8c03\u8005\u552f\u4e00\u53ef\u7528 4 \u5de5\u5177\uff1bWorker \u5de5\u5177\u767d\u540d\u5355\u663e\u5f0f\u6392\u9664 AgentTool \u963b\u65ad\u9012\u5f52\u3002\u4efb\u52a1\u6811\u6c38\u8fdc\u4e24\u5c42\u2014\u2014\u8fd9\u662f\u53ef\u89c2\u6d4b\u3001\u53ef\u56de\u653e\u3001\u53ef\u590d\u76d8\u7684\u5de5\u7a0b\u524d\u63d0\u3002<\/p>\n<p><strong>\u4e94 \u00b7 \u8bb0\u5fc6\u662f\u53ef\u8bfb\u76ee\u5f55 + \u8bed\u4e49\u9009\u62e9\u5668<\/strong>\u3002\u4e0d\u8d70\u5411\u91cf\uff0c\u8d70\u53ef\u88ab\u4eba\u7c7b\u9605\u8bfb\u7684\u76ee\u5f55\u6811\u548c\u4e00\u6b21 5 \u69fd\u4f4d Sonnet \u53ec\u56de\u3002200 \u884c \/ 25 KB \u7684 MEMORY.md \u53cc\u62a4\u680f\u8ba9\u7d22\u5f15\u88ab\u52a8\u7626\u8eab\uff1brecentTools gotcha \u4f8b\u5916\u8fd9\u79cd\u5fae\u5999\u89c4\u5219\u4ea4\u7ed9\u8bed\u4e49\u6a21\u578b\u800c\u4e0d\u662f\u76f8\u4f3c\u5ea6\u516c\u5f0f\uff1b\u7a7a\u9009\u62e9\u4e5f\u6253\u70b9\u8ba9\u9009\u62e9\u7387\u957f\u671f\u53ef\u89c2\u6d4b\u3002<\/p>\n<p>\u8fd9\u4e94\u6761\u653e\u5728\u4e00\u8d77\u770b\uff0c\u4f1a\u53d1\u73b0\u5b83\u4eec\u6307\u5411\u540c\u4e00\u4e2a\u6bcd\u9898\uff1a<strong>\u628a\u4eba\u7684\u7eaa\u5f8b\u663e\u5f0f\u523b\u8fdb Runtime<\/strong>\u3002Task \u4e00\u7b49\u516c\u6c11\u662f&quot;\u4e0d\u8981\u7ed9\u81ea\u5df1\u7559\u6280\u672f\u503a&quot;\uff1b\u538b\u7f29\u68af\u5b50\u662f&quot;\u8ba9\u6b65\u8981\u5206\u7ea7&quot;\uff1b\u4e09\u901a\u9053\u662f&quot;\u4e0d\u540c\u8bdd\u4e0d\u8981\u6df7\u7740\u8bf4&quot;\uff1b\u534f\u8c03\u8005\u4e0d\u5bf9\u79f0\u662f&quot;\u89c4\u5212\u4e0e\u6267\u884c\u5206\u5f00&quot;\uff1b\u8bb0\u5fc6\u53ef\u8bfb\u662f&quot;\u7cfb\u7edf\u4e5f\u8981\u88ab\u5b83\u7684\u62e5\u6709\u8005\u8bfb\u61c2&quot;\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"82_%E4%B8%89%E6%9D%A1%E5%BF%85%E9%A1%BB%E5%A6%82%E5%AE%9E%E6%89%BF%E8%AE%A4%E7%9A%84%E4%BB%A3%E4%BB%B7\"><\/span>8.2 \u4e09\u6761\u5fc5\u987b\u5982\u5b9e\u627f\u8ba4\u7684\u4ee3\u4ef7<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>\u5fc3\u667a\u8d1f\u62c5<\/strong>\u3002\u516d\u5c42\u53e0\u5c42 + \u56db\u8d2f\u7a7f\u63a7\u4ef6 + \u4e94\u6761\u54f2\u5b66\uff0c\u7406\u89e3\u5b83\u81f3\u5c11\u8981\u5728\u8111\u5b50\u91cc\u540c\u65f6\u88c5\u7740\u516d\u4e2a\u72ec\u7acb\u5e73\u9762 + \u56db\u4e2a\u63a7\u4ef6\u3002\u5bf9\u60f3\u8981\u5feb\u901f\u4e0a\u624b\u7684\u7528\u6237\u6765\u8bf4\uff0c\u8fd9\u6bd4&quot;\u4e00\u4e2a\u5927 Prompt + \u4e00\u5806\u5de5\u5177&quot;\u7684\u7b80\u5355\u6846\u67b6\u95e8\u69db\u9ad8\u3002\u5b83\u7684\u4f18\u52bf\u8981\u5728\u7cfb\u7edf\u8dd1\u8fc7\u51e0\u5468\u3001\u4efb\u52a1\u5f00\u59cb\u5806\u53e0\u3001\u8de8\u4f1a\u8bdd\u590d\u76d8\u6210\u4e3a\u65e5\u5e38\u4e4b\u540e\u624d\u663e\u73b0\u3002<\/p>\n<p><strong>\u6587\u4ef6\u90ae\u7bb1\u7684\u5e76\u53d1\u4e0a\u9650<\/strong>\u3002\u5bf9\u7b49\u6d88\u606f\u8d70\u6587\u4ef6\u7cfb\u7edf\u800c\u4e0d\u662f RPC\uff0c\u80dc\u5728\u53ef\u89c2\u6d4b\u3001\u5f02\u6b65\u3001\u96f6\u989d\u5916\u57fa\u7840\u8bbe\u65bd\u3002\u4ee3\u4ef7\u662f\u4e0d\u9002\u5408\u6bcf\u79d2\u6570\u767e\u6761\u6d88\u606f\u7684\u6781\u9ad8\u9891\u534f\u4f5c\u2014\u2014\u8fd9\u79cd\u573a\u666f\u4f1a\u628a\u6587\u4ef6\u9501\u9000\u907f\u673a\u5236\u6253\u6ee1\u3002<\/p>\n<p><strong>Sonnet \u9009\u62e9\u5668\u7684\u989d\u5916\u5f00\u9500<\/strong>\u3002\u6bcf\u6b21\u53ec\u56de\u90fd\u8981\u8c03\u7528\u4e00\u6b21\u5c0f Sonnet \u505a 5 \u69fd\u4f4d\u6311\u9009\u3002\u6bd4\u5411\u91cf\u68c0\u7d22\u7565\u8d35\u3001\u54cd\u5e94\u7565\u6162\uff1b\u6362\u6765\u66f4\u7cbe\u786e\u7684\u76f8\u5173\u6027\u4e0e\u66f4\u5c11\u7684\u53ec\u56de\u566a\u58f0\u3002\u5bf9\u4e00\u6b21\u6027\u8f7b\u91cf\u95ee\u7b54\u573a\u666f\uff0c\u8fd9\u662f\u8fc7\u5ea6\u8bbe\u8ba1\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"83_%E9%80%82%E7%94%A8%E4%B8%8E%E4%B8%8D%E9%80%82%E7%94%A8%E7%9A%84%E8%BE%B9%E7%95%8C\"><\/span>8.3 \u9002\u7528\u4e0e\u4e0d\u9002\u7528\u7684\u8fb9\u754c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>\u4e0d\u9002\u5408<\/strong>\uff1a<\/p>\n<ul>\n<li>\u5355\u8f6e\u77ed\u95ee\u7b54 \/ \u4e00\u6b21\u6a21\u578b\u63a8\u7406 + \u4e00\u4e24\u6b21\u5de5\u5177\u8c03\u7528\u5c31\u7ed3\u675f\u7684\u4efb\u52a1\u2014\u2014\u8fd9\u5957 Runtime \u7684\u5927\u591a\u6570\u5e73\u9762\u90fd\u4f1a\u95f2\u7f6e\u3002<\/li>\n<li>\u6781\u9ad8\u9891 Worker \u95f4\u6d88\u606f\uff08\u6bcf\u79d2\u6570\u767e\u6761\u4ee5\u4e0a\uff09\u2014\u2014\u6587\u4ef6\u90ae\u7bb1\u7684\u76ee\u6807\u5e02\u573a\u4e0d\u5728\u8fd9\u91cc\u3002<\/li>\n<li>\u4e00\u6b21\u6027\u8f7b\u91cf RAG \u573a\u666f\u2014\u2014Sonnet \u9009\u62e9\u5668\u7684\u5f00\u9500\u4e0d\u5212\u7b97\u3002<\/li>\n<\/ul>\n<p><strong>\u9002\u5408<\/strong>\uff1a<\/p>\n<ul>\n<li>\u957f\u5468\u671f\u5de5\u7a0b\u578b\u4efb\u52a1\uff1a\u8de8\u5929\u7684\u4ee3\u7801\u8fc1\u79fb\u3001\u8de8\u591a\u4e2a session \u7684 bug \u8ffd\u8e2a\u3001\u8de8\u56e2\u961f\u7684\u77e5\u8bc6\u6c89\u6dc0\u3002<\/li>\n<li>\u9700\u8981\u53ef\u56de\u653e\u3001\u53ef\u89c2\u6d4b\u3001\u53ef\u590d\u76d8\u7684\u534f\u4f5c\u573a\u666f\uff1a\u4efb\u52a1\u6811\u6c38\u8fdc\u4e24\u5c42\u3001\u6bcf\u6761\u7236\u5b50\u8fb9\u90fd\u8d70\u663e\u5f0f <code>&lt;task-notification&gt;<\/code>\u3001\u6bcf\u6b21\u538b\u7f29\u90fd\u6709\u94a9\u5b50\u524d\u540e\u5feb\u7167\u3001\u6bcf\u6b21\u8bb0\u5fc6\u53ec\u56de\u90fd\u88ab\u6253\u70b9\u3002<\/li>\n<li>\u9700\u8981\u5728\u957f\u65f6\u95f4\u5185\u6301\u7eed\u6f14\u5316&quot;\u5de5\u7a0b\u7ecf\u9a8c&quot;\u7684\u56e2\u961f\uff1aMEMORY.md \u53cc\u62a4\u680f + \u4e3b\u9898\u6587\u4ef6 + Sonnet \u9009\u62e9\u5668\u6784\u6210\u4e00\u4e2a\u53ef\u6d3b\u7684\u77e5\u8bc6\u5b50\u7cfb\u7edf\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"84_%E4%B8%80%E5%8F%A5%E8%AF%9D%E6%94%B6%E6%9D%9F\"><\/span>8.4 \u4e00\u53e5\u8bdd\u6536\u675f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Runtime \u662f Agent \u7cfb\u7edf\u7684\u9aa8\u5934\uff0c\u4e0d\u662f Prompt \u5de5\u7a0b\uff0c\u4e0d\u662f\u5de5\u5177\u5217\u8868\u3002Agent \u6846\u67b6\u7684\u7ade\u4e89\u7ec8\u5c06\u4ece&quot;\u6211\u6709\u591a\u5c11\u5de5\u5177\u3001\u6211\u80fd\u88c5\u591a\u5c11 MCP&quot;\u8d70\u5411&quot;\u6211\u7684 Runtime \u6709\u6ca1\u6709\u7eaa\u5f8b\u3001\u6211\u7684\u4efb\u52a1\u80fd\u4e0d\u80fd\u88ab\u56de\u653e\u3001\u6211\u7684\u8bb0\u5fc6\u80fd\u4e0d\u80fd\u6f14\u5316&quot;\u2014\u2014\u800c Claude Code \u8fd9\u5957<strong>\u516d\u5c42\u53e0\u5c42 \u00d7 \u56db\u8d2f\u7a7f\u63a7\u4ef6 \u00d7 \u4e94\u7ea7\u538b\u7f29\u68af\u5b50 \u00d7 \u4e09\u901a\u9053\u901a\u8baf<\/strong>\u7684\u9aa8\u9abc\uff0c\u662f\u5728\u8fd9\u6761\u65b0\u8d5b\u9053\u4e0a\u4e00\u4efd\u624e\u5b9e\u7684\u53c2\u8003\u5b9e\u73b0\u3002<\/p>\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Claude Code \u7684 Agent Runtime 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