{"id":22358,"date":"2026-11-10T18:55:25","date_gmt":"2026-11-10T10:55:25","guid":{"rendered":"https:\/\/dguan.com.cn\/ai\/?p=22358"},"modified":"2026-11-11T16:31:38","modified_gmt":"2026-11-11T08:31:38","slug":"anthropic%e5%ae%98%e6%96%b9%e6%96%87%e6%a1%a3%e7%bb%99%e5%87%ba%e6%88%90%e6%9c%ac%e5%88%86%e5%b1%82-%e6%97%a5%e5%b8%b8%e7%bc%96%e7%a0%81%e7%94%a8sonnet-%e6%9d%82%e6%b4%bb%e7%94%a8haiku-%e6%af%8f","status":"publish","type":"post","link":"https:\/\/dguan.com.cn\/ai\/anthropic%e5%ae%98%e6%96%b9%e6%96%87%e6%a1%a3%e7%bb%99%e5%87%ba%e6%88%90%e6%9c%ac%e5%88%86%e5%b1%82-%e6%97%a5%e5%b8%b8%e7%bc%96%e7%a0%81%e7%94%a8sonnet-%e6%9d%82%e6%b4%bb%e7%94%a8haiku-%e6%af%8f\/","title":{"rendered":"Anthropic\u5b98\u65b9\u6587\u6863\u7ed9\u51fa\u6210\u672c\u5206\u5c42 \u65e5\u5e38\u7f16\u7801\u7528Sonnet \u6742\u6d3b\u7528Haiku \u6bcf\u5f00\u53d1\u8005\u65e5\u574713\u7f8e\u5143"},"content":{"rendered":"<p>Anthropic\u4e3aClaude Code\u7528\u6237\u63d0\u4f9b\u4e86\u4e00\u4efd\u5b8c\u6574\u7684\u6210\u672c\u7ba1\u7406\u6587\u6863\uff0c\u628a&#8221;\u8be5\u82b1\u591a\u5c11\u94b1&#8221;\u548c&#8221;\u600e\u4e48\u628a\u82b1\u9500\u538b\u4e0b\u6765&#8221;\u653e\u5728\u540c\u4e00\u9875\u91cc\u8bb2\u3002\u6587\u6863\u7ed9\u51fa\u7684\u4f01\u4e1a\u90e8\u7f72\u53c2\u8003\u503c\u662f\uff1a\u6bcf\u4f4d\u5f00\u53d1\u8005\u6bcf\u4e2a\u6d3b\u8dc3\u65e5\u7ea613\u7f8e\u5143\uff0c\u6bcf\u4f4d\u5f00\u53d1\u8005\u6bcf\u6708\u7ea6150\u81f3250\u7f8e\u5143\uff0c90%\u7684\u7528\u6237\u6bcf\u5929\u6210\u672c\u4f4e\u4e8e30\u7f8e\u5143\uff1b\u5e76\u5efa\u8bae\u5148\u7531\u4e00\u4e2a\u5c0f\u578b\u8bd5\u70b9\u56e2\u961f\u8bd5\u7528\uff0c\u7528<code>\/usage<\/code>\u548c\u7ec4\u7ec7\u7ea7\u7528\u91cf\u62a5\u544a\u5efa\u7acb\u6210\u672c\u57fa\u7ebf\uff0c\u518d\u636e\u771f\u5b9e\u4f7f\u7528\u6570\u636e\u4f30\u7b97\u6574\u4f53\u652f\u51fa\u3002\u6587\u6863\u540c\u65f6\u63d0\u9192\uff0cClaude Code\u7684\u6bcf\u6b21\u5bf9\u8bdd\u5f80\u5f80\u5305\u542b\u6587\u4ef6\u5185\u5bb9\u3001\u5de5\u5177\u8c03\u7528\u548c\u591a\u6b65\u9aa4\u63a8\u7406\uff0c\u56e0\u6b64\u7f16\u7801\u5e2d\u4f4d\u7684\u9884\u7b97\u901a\u5e38\u5e94\u9ad8\u4e8e\u666e\u901a\u804a\u5929\u5e2d\u4f4d\uff0c\u4e00\u6b21\u8c03\u8bd5\u4f1a\u8bdd\u53ef\u80fd\u6d88\u8017\u8d85\u8fc7\u4e00\u5929\u7684\u666e\u901a\u804a\u5929\u7528\u91cf\u3002<\/p>\n<p>\u8fd9\u4efd\u6587\u6863\u6700\u6838\u5fc3\u7684\u65b9\u6cd5\u8bba\u53ea\u6709\u4e00\u53e5\u8bdd\uff1a\u65e5\u5e38\u7f16\u7801\u9ed8\u8ba4\u7528Sonnet\uff0c\u628aOpus\u7559\u7ed9\u786e\u5b9e\u9700\u8981\u6df1\u5ea6\u63a8\u7406\u7684\u5de5\u4f5c\uff0c\u7b80\u5355\u5b50\u4efb\u52a1\u663e\u5f0f\u6307\u5b9aHaiku\u3002\u4e09\u8005\u7684\u5206\u5de5\u8fb9\u754c\u88ab\u5199\u5f97\u5f88\u6e05\u695a\u2014\u2014Sonnet\u8986\u76d6\u5927\u591a\u6570\u7f16\u7801\u4efb\u52a1\u3001\u65e5\u5e38\u4ee3\u7801\u4fee\u6539\u4e0e\u8c03\u8bd5\uff0c\u4e5f\u9002\u5408\u4f5c\u4e3aagent team\u7684teammate\uff1bOpus\u7528\u4e8e\u590d\u6742\u67b6\u6784\u51b3\u7b56\u3001\u591a\u6b65\u9aa4\u63a8\u7406\u548c\u66f4\u9ad8\u98ce\u9669\u7684\u4efb\u52a1\uff1bHaiku\u7528\u4e8e\u8303\u56f4\u660e\u786e\u7684\u7b80\u5355subagent\u4efb\u52a1\u3001\u4f4e\u590d\u6742\u5ea6\u8f85\u52a9\u5de5\u4f5c\uff0c\u53ef\u5728subagent\u914d\u7f6e\u4e2d\u76f4\u63a5\u5199<code>model: haiku<\/code>\u3002\u8fd9\u91cc\u6709\u4e00\u4e2a\u5bb9\u6613\u88ab\u5ffd\u7565\u7684\u8fde\u5e26\u6548\u5e94\uff1a\u4f1a\u8bdd\u4e2d\u9014\u5207\u6362\u5230Opus\u65f6\uff0c\u7ee7\u627f\u4e3b\u4f1a\u8bdd\u6a21\u578b\u7684subagent\u4f1a\u8ddf\u7740\u5207\u8fc7\u53bb\uff0c\u56e0\u6b64\u5b98\u65b9\u7279\u522b\u63d0\u793a\uff0c\u5bf9\u7b80\u5355\u7684subagent\u5fc5\u987b\u663e\u5f0f\u6307\u5b9a\u66f4\u4fbf\u5b9c\u7684\u6a21\u578b\uff0c\u800c\u4e0d\u662f\u8ba9\u5b83\u65e0\u6761\u4ef6\u7ee7\u627f\u3002<\/p>\n<p>\u63a7\u5236\u5355\u6b21\u4f1a\u8bdd\u6210\u672c\u7684\u4e24\u4e2a\u547d\u4ee4\uff0c\u5b98\u65b9\u6587\u6863\u7ed9\u51fa\u7684\u53d6\u820d\u903b\u8f91\u4e5f\u5f88\u6e05\u695a\u3002<code>\/clear<\/code>\u7528\u4e8e\u5207\u6362\u5230\u4e0d\u76f8\u5173\u7684\u4efb\u52a1\uff0c\u76f4\u63a5\u5f00\u542f\u65b0\u4f1a\u8bdd\u3001\u6e05\u7a7a\u65e7\u4e0a\u4e0b\u6587\uff0c\u5e76\u91cd\u7f6e\u4f1a\u8bdd\u6210\u672c\u4e0etoken\u7edf\u8ba1\uff1b\u6587\u6863\u660e\u786e\u6307\u51fa\uff0c\u5f53\u4f60\u60f3\u8981\u5168\u65b0\u5f00\u59cb\u800c\u4e0d\u662f\u4fdd\u6301\u8fde\u7eed\u6027\u65f6\uff0c<code>\/clear<\/code>\u4e0d\u4ea7\u751f\u8d39\u7528\u3002<code>\/compact<\/code>\u7528\u4e8e\u540c\u4e00\u4efb\u52a1\u9700\u8981\u7ee7\u7eed\u3001\u4f46\u5bf9\u8bdd\u5df2\u63a5\u8fd1\u81ea\u52a8\u538b\u7f29\u7a97\u53e3\u7684\u60c5\u51b5\uff0c\u5b83\u8bfb\u53d6\u5e76\u603b\u7ed3\u73b0\u6709\u5bf9\u8bdd\uff0c\u56e0\u6b64\u538b\u7f29\u5927\u578b\u4e0a\u4e0b\u6587\u672c\u8eab\u4f1a\u4ea7\u751f\u8f83\u5927\u8bf7\u6c42\u548ctoken\u6d88\u8017\u2014\u2014\u5982\u679c\u4e0d\u9700\u8981\u8fde\u7eed\u6027\uff0c\u7528<code>\/clear<\/code>\u901a\u5e38\u66f4\u7701\u3002\u5b98\u65b9\u63a8\u8350\u7684\u914d\u5957\u6d41\u7a0b\u662f\u5148<code>\/rename<\/code>\u547d\u540d\u65e7\u4f1a\u8bdd\u4fbf\u4e8e\u65e5\u540e\u67e5\u627e\uff0c<code>\/clear<\/code>\u6e05\u7a7a\uff0c\u4e4b\u540e\u9700\u8981\u65f6\u7528<code>\/resume<\/code>\u6062\u590d\u3002<\/p>\n<p>\u6bd4\u547d\u4ee4\u66f4\u57fa\u7840\u7684\u662f\u4e0a\u4e0b\u6587\u672c\u8eab\u3002\u6587\u6863\u7ed9\u51fa\u7684\u91cf\u5316\u53e3\u5f84\u662f\uff1a<code>CLAUDE.md<\/code>\u4f1a\u5728\u4f1a\u8bdd\u5f00\u59cb\u65f6\u52a0\u8f7d\u5230\u4e0a\u4e0b\u6587\uff0c\u5982\u679c\u5176\u4e2d\u585e\u6ee1\u7279\u5b9a\u5de5\u4f5c\u6d41\u8bf4\u660e\uff08PR review\u3001\u6570\u636e\u5e93\u8fc1\u79fb\u3001\u53d1\u5e03\u6d41\u7a0b\u4e4b\u7c7b\uff09\uff0c\u5373\u4f7f\u5f53\u524d\u6267\u884c\u7684\u662f\u65e0\u5173\u4efb\u52a1\uff0c\u8fd9\u4e9btoken\u4ecd\u4f1a\u5e38\u9a7b\u5e76\u6301\u7eed\u4ea7\u751f\u6210\u672c\uff1b\u5efa\u8bae\u628a\u5b83\u63a7\u5236\u5728200\u884c\u4ee5\u5185\uff0c\u53ea\u4fdd\u7559\u901a\u7528\u5fc5\u8981\u7684\u9879\u76ee\u8bf4\u660e\uff0c\u628a\u4e13\u9879\u5185\u5bb9\u79fb\u5230\u6309\u9700\u52a0\u8f7d\u7684Skills\u2014\u2014Skills\u53ea\u6709\u5728\u88ab\u8c03\u7528\u65f6\u624d\u52a0\u8f7d\u3002MCP\u670d\u52a1\u5668\u7684\u5f00\u9500\u5219\u901a\u8fc7deferred\u673a\u5236\u88ab\u538b\u4f4e\uff0c\u521d\u59cb\u4e0a\u4e0b\u6587\u53ea\u5305\u542b\u5de5\u5177\u540d\u79f0\u548c\u670d\u52a1\u5668\u8bf4\u660e\uff0c\u8be6\u7ec6\u7684\u5de5\u5177\u5b9a\u4e49\u8981\u7b49Claude\u771f\u6b63\u8c03\u7528\u8be5\u5de5\u5177\u65f6\u624d\u8fdb\u5165\u4e0a\u4e0b\u6587\uff1b\u5728\u6b64\u4e4b\u4e0a\u5b98\u65b9\u7ed9\u51fa\u56db\u6761\u5efa\u8bae\uff1a\u7528<code>\/context<\/code>\u67e5\u770b\u5360\u7528\u6765\u6e90\u3001\u7981\u7528\u4e0d\u4f7f\u7528\u7684MCP\u670d\u52a1\u5668\u3001\u4f18\u5148\u4f7f\u7528<code>gh<\/code>\u3001<code>aws<\/code>\u3001<code>gcloud<\/code>\u3001<code>sentry-cli<\/code>\u8fd9\u7c7bCLI\u5de5\u5177\uff08\u56e0\u4e3aCLI\u4e0d\u9700\u8981\u9884\u5148\u5217\u51fa\u6bcf\u4e2a\u5de5\u5177\u7684\u5b9a\u4e49\uff09\uff0c\u4ee5\u53ca\u5229\u7528<code>\/usage<\/code>\u91cc\u7684MCP\u5f52\u56e0\u2014\u2014\u8be5\u5f52\u56e0\u53ea\u7edf\u8ba1\u5b9e\u9645\u6d88\u8d39\u4e86\u8be5\u670d\u52a1\u5668\u5de5\u5177\u7ed3\u679c\u7684\u8bf7\u6c42\u3002<\/p>\n<p>\u8fd8\u6709\u4e00\u7c7b\u6210\u672c\u6765\u81ea\u6a21\u578b\u672c\u8eab\u3002extended thinking\u9ed8\u8ba4\u5f00\u542f\uff0c\u56e0\u4e3a\u80fd\u660e\u663e\u6539\u5584\u590d\u6742\u89c4\u5212\u4e0e\u63a8\u7406\u8d28\u91cf\uff0c\u4f46thinking token\u6309output token\u8ba1\u8d39\uff0c\u9ed8\u8ba4thinking budget\u6bcf\u6b21\u8bf7\u6c42\u53ef\u80fd\u8fbe\u5230\u6570\u4e07token\uff1b\u5b98\u65b9\u7ed9\u51fa\u7684\u964d\u672c\u8def\u5f84\u662f\u7528<code>\/effort<\/code>\u6216<code>\/model<\/code>\u964d\u4f4eeffort level\u3001\u5728<code>\/config<\/code>\u4e2d\u7981\u7528thinking\uff0c\u6216\u5bf9\u56fa\u5b9a\u9884\u7b97\u6a21\u578b\u8bbe\u7f6e<code>MAX_THINKING_TOKENS=8000<\/code>\u3002\u540c\u65f6\u6587\u6863\u5212\u51fa\u4e86\u4f8b\u5916\uff1aOpus 5.5\u3001Sonnet 5.5\u3001Haiku 5.5\u548cFable\u6a21\u578b\u59cb\u7ec8\u4f7f\u7528extended thinking\uff0c\u4e0d\u80fd\u5b8c\u5168\u5173\u95ed\uff1badaptive-reasoning\u6a21\u578b\u4f1a\u5ffd\u7565\u975e\u96f6\u7684<code>MAX_THINKING_TOKENS<\/code>\uff0c\u5bf9\u8fd9\u7c7b\u6a21\u578b\u53ea\u80fd\u7528effort level\u63a7\u5236\u3002<\/p>\n<p>\u5e76\u884c\u4e0e\u540e\u53f0\u4efb\u52a1\u662f\u88ab\u4f4e\u4f30\u7684\u6210\u672c\u9879\u3002\u4e00\u4e2aagent team\u4f1a\u542f\u52a8\u591a\u4e2a\u72ec\u7acb\u7684Claude Code\u5b9e\u4f8b\uff0c\u6bcf\u4e2ateammate\u90fd\u6709\u81ea\u5df1\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0ctoken\u6d88\u8017\u5927\u81f4\u4e0e\u6d3b\u8dc3teammate\u6570\u91cf\u3001\u6bcf\u4e2ateammate\u7684\u8fd0\u884c\u65f6\u957f\u548c\u4e0a\u4e0b\u6587\u5927\u5c0f\u4e09\u8005\u540c\u6b65\u589e\u957f\u3002\u5b98\u65b9\u5efa\u8baeteammate\u4f7f\u7528Sonnet\u3001\u4fdd\u6301\u56e2\u961f\u89c4\u6a21\u8f83\u5c0f\u3001spawn prompt\u5c3d\u91cf\u77ed\u5e76\u805a\u7126\uff0c\u56e0\u4e3ateammate\u4f1a\u81ea\u52a8\u52a0\u8f7d<code>CLAUDE.md<\/code>\u3001MCP\u670d\u52a1\u5668\u548cSkills\uff0c\u8fd9\u4e9b\u5185\u5bb9\u4ece\u4e00\u5f00\u59cb\u5c31\u8fdb\u5165\u5176\u4e0a\u4e0b\u6587\uff1b\u5de5\u4f5c\u5b8c\u6210\u540e\u5e94\u7acb\u5373\u5173\u95edteammate\uff0c\u5426\u5219\u5b83\u4f1a\u6301\u7eed\u6d88\u8017token\u76f4\u5230\u9000\u51fa\u6216\u6574\u4e2asession\u7ed3\u675f\u3002\u6587\u6863\u8fd8\u7ed9\u51fa\u4e00\u4e2a\u5177\u4f53\u53c2\u7167\u91cf\uff1ateammate\u4f7f\u7528plan mode\u65f6\uff0cagent team\u5927\u7ea6\u6d88\u8017\u666e\u901asession\u76847\u500dtoken\uff0c\u539f\u56e0\u662f\u6bcf\u4e2ateammate\u65e2\u662f\u72ec\u7acb\u4e0a\u4e0b\u6587\u53c8\u4f5c\u4e3a\u72ec\u7acbClaude\u5b9e\u4f8b\u8fd0\u884c\uff0cplan mode\u8fd8\u4f1a\u989d\u5916\u589e\u52a0\u63a2\u7d22\u3001\u89c4\u5212\u548c\u591a\u8f6e\u4ea4\u4e92\u3002\u6b64\u5916\uff0csession-scoped\u5b9a\u65f6\u4efb\u52a1\u3001\u8de8session\u6d88\u606f\u3001goal check-in\u3001subagents\u548cworkflows\u90fd\u4f1a\u5404\u81ea\u53d1\u8d77\u8bf7\u6c42\uff0c\u8d39\u7528\u53e0\u52a0\u5728\u4e3b\u5bf9\u8bdd\u4e4b\u4e0a\uff0c\u5b98\u65b9\u5206\u522b\u7ed9\u51fa\u4e86\u5173\u95ed\u6216\u8c03\u6574\u65b9\u5f0f\u3002<\/p>\n<p><code>\/usage<\/code>\u8fd9\u4e2a\u547d\u4ee4\u672c\u8eab\u4e5f\u88ab\u505a\u6210\u4e86\u6210\u672c\u8bca\u65ad\u5de5\u5177\u3002\u5b83\u663e\u793a\u5f53\u524d\u4f1a\u8bdd\u7684\u603b\u6210\u672c\u3001API\u6267\u884c\u65f6\u95f4\u3001\u5899\u949f\u65f6\u95f4\u3001\u4ee3\u7801\u589e\u5220\u884c\u6570\uff0c\u4ee5\u53ca\u6309\u6a21\u578b\u62c6\u5206\u7684\u8f93\u5165\u3001\u8f93\u51fa\u3001\u7f13\u5b58\u8bfb\u53d6\u548c\u7f13\u5b58\u5199\u5165token\u4e0e\u5bf9\u5e94\u6210\u672c\u3002\u7f13\u5b58\u7edf\u8ba1\u90e8\u5206\u80fd\u663e\u793a\u7f13\u5b58\u8bf7\u6c42\u6570\u3001\u8f93\u5165token\u4e2d\u6765\u81ea\u7f13\u5b58\u7684\u6bd4\u4f8b\u3001\u672a\u547d\u4e2d\u6b21\u6570\u4e0e\u6700\u8fd1\u4e00\u6b21\u672a\u547d\u4e2d\u7684\u65f6\u95f4\u3001\u672a\u547d\u4e2d\u540e\u91cd\u65b0\u5199\u5165\u7684token\u6570\u3001\u9884\u671f\u7f13\u5b58\u91cd\u5efa\u6b21\u6570\uff0c\u4ee5\u53ca\u7f13\u5b58\u5f53\u524d\u662fwarm\u8fd8\u662fcold\uff1b\u8f83\u65b0\u7248\u672c\u8fd8\u4f1a\u5728\u80fd\u5224\u65ad\u65f6\u7ed9\u51fa\u672a\u547d\u4e2d\u539f\u56e0\uff0c\u4f8b\u5982<code>likely cause: tool definitions changed<\/code>\u3002\u5bf9\u8ba2\u9605\u7528\u6237\uff0c\u5b83\u8fd8\u63d0\u4f9b\u5f52\u56e0\u5206\u6790\uff0c\u663e\u793a\u8fd1\u671f\u7528\u91cf\u4e2dskills\u3001subagents\u3001plugins\u548c\u5355\u4e2aMCP server\u5404\u5360\u591a\u5c11\uff0c\u5e76\u5217\u51fa\u53ef\u6267\u884c\u7684\u4f18\u5316\u5efa\u8bae\uff0c\u4f8b\u5982<code>25% Trim ~\/code\/api\/CLAUDE.md \u00b7 49k tokens per request<\/code>\u3002\u6587\u6863\u7279\u610f\u63d0\u9192\uff0c\u5efa\u8bae\u884c\u91cc\u7684\u767e\u5206\u6bd4\u4ee3\u8868\u8be5\u884c\u4e3a\u5360\u8fd1\u671f\u7528\u91cf\u7684\u6bd4\u4f8b\uff0c\u5e76\u4e0d\u7b49\u4e8e\u6309\u5efa\u8bae\u8c03\u6574\u540e\u80fd\u8282\u7701\u540c\u6837\u7684\u767e\u5206\u6bd4\uff1b\u540c\u4e00\u6b21\u8bf7\u6c42\u53ef\u80fd\u540c\u65f6\u8ba1\u5165\u591a\u6761\u5efa\u8bae\uff0c\u56e0\u6b64\u5404\u6761\u5360\u6bd4\u4e4b\u548c\u53ef\u80fd\u8d85\u8fc7100%\u3002<\/p>\n<p>\u628a\u8fd9\u4e9b\u6761\u76ee\u653e\u5728\u4e00\u8d77\uff0c\u5b98\u65b9\u7ed9\u51fa\u7684\u6210\u672c\u903b\u8f91\u662f\u81ea\u6d3d\u7684\uff1a\u8d26\u5355\u7684\u4e3b\u4f53\u4e0d\u662f\u63d0\u95ee\uff0c\u800c\u662f\u4e0a\u4e0b\u6587\u3002\u6bcf\u4e00\u6b21\u8bf7\u6c42\u90fd\u4f1a\u53d1\u9001\u5b8c\u6574\u5bf9\u8bdd\uff0c\u5de5\u5177\u8c03\u7528\u4e4b\u540e\u8fd8\u4f1a\u7ee7\u7eed\u53d1\u9001\u5de5\u5177\u7ed3\u679c\uff0c\u6240\u4ee5\u5373\u4f7f\u4e4b\u540e\u53ea\u95ee\u4e00\u4e2a\u7b80\u5355\u95ee\u9898\uff0c\u4e5f\u53ef\u80fd\u4e3a\u6574\u4e2a\u957f\u4f1a\u8bdd\u6301\u7eed\u4ed8\u51fa\u7f13\u5b58\u8bfb\u53d6\u6216\u8f93\u5165\u6210\u672c\u3002\u56f4\u7ed5\u8fd9\u4e00\u70b9\uff0c\u5b98\u65b9\u6587\u6863\u7ed9\u51fa\u7684\u5904\u7406\u539f\u5219\u53ef\u4ee5\u6982\u62ec\u4e3a\u4e09\u53e5\u8bdd\u2014\u2014\u65e5\u5e38\u4efb\u52a1\u7528\u4fbf\u5b9c\u7684\u6a21\u578b\uff0c\u4efb\u52a1\u4e4b\u95f4\u53ca\u65f6\u6e05\u7406\u4e0a\u4e0b\u6587\uff0c\u628a\u6240\u6709\u5176\u4ed6\u5f00\u9500\u5c3d\u53ef\u80fd\u63a8\u5230\u4e3b\u5bf9\u8bdd\u4e4b\u5916\u3002\u6587\u6863\u8fd8\u7ed9\u51fa\u4e86\u82e5\u5e72\u91cf\u5316\u63d0\u793a\uff1a\u7f13\u5b58\u51b7\u540e\u9996\u6b21\u8bf7\u6c42\u4f1a\u91cd\u65b0\u5904\u7406\u6574\u4e2a\u4e0a\u4e0b\u6587\uff0c\u56e0\u6b64\u957f\u4f1a\u8bdd\u4e2d\u65ad\u8f83\u4e45\u518d\u7ee7\u7eed\u5de5\u4f5c\u6210\u672c\u8f83\u9ad8\uff1b<code>\/compact<\/code>\u4f1a\u91cd\u5199\u4f1a\u8bdd\u4e0a\u4e0b\u6587\uff0c\u4e4b\u540e\u53ef\u80fd\u53d1\u751f\u9884\u671f\u7f13\u5b58\u91cd\u5efa\uff0c\u800c<code>\/clear<\/code>\u76f4\u63a5\u5f00\u542f\u65b0\u4f1a\u8bdd\uff0c\u4e0d\u4fdd\u7559\u65e7\u7f13\u5b58\u8fde\u7eed\u6027\u3002<\/p>\n<p>\u4e0d\u8fc7\u6210\u672c\u4e0e\u5b89\u5168\u5e76\u4e0d\u662f\u4e24\u6761\u53ef\u4ee5\u5206\u5f00\u4f18\u5316\u7684\u8f74\u3002Anthropic\u81ea\u5df1\u7684\u5de5\u7a0b\u8bf4\u660e\u62ab\u9732\uff0cClaude Code\u7684\u7528\u6237\u6279\u51c6\u4e86\u7ea693%\u7684\u6743\u9650\u63d0\u793a\uff0c\u5ba1\u6279\u75b2\u52b3\u7531\u6b64\u4ea7\u751f\uff1b\u4f5c\u4e3a\u7f13\u89e3\uff0c\u64cd\u4f5c\u7cfb\u7edf\u7ea7\u6c99\u7bb1\u628a\u6743\u9650\u63d0\u793a\u51cf\u5c11\u4e8684%\uff0c\u800c\u81ea\u52a8\u6a21\u5f0f\u7684\u5206\u7c7b\u5668\u4ee5\u7ea60.4%\u7684\u826f\u6027\u547d\u4ee4\u88ab\u62e6\u622a\u4e3a\u4ee3\u4ef7\uff0c\u4ecd\u6709\u7ea617%\u7684\u8fc7\u5ea6\u884c\u4e3a\u88ab\u653e\u884c\u3002\u8fd9\u7ec4\u6570\u5b57\u8bf4\u660e\uff0c\u628a\u66f4\u591a\u4efb\u52a1\u4ea4\u7ed9\u6a21\u578b\u81ea\u52a8\u6267\u884c\u3001\u6362\u6765\u7684\u662f\u66f4\u4f4e\u7684\u5355\u6b21\u6210\u672c\uff0c\u540c\u65f6\u4e5f\u5728\u6269\u5927\u90a3\u4e2a\u5df2\u77e5\u7684\u6f0f\u68c0\u9762\u3002\u5b98\u65b9\u628a\u81ea\u52a8\u6a21\u5f0f\u5b9a\u4f4d\u4e3a\u6c99\u7bb1\u5185\u90e8\u7684\u4e00\u5c42\u7eb5\u6df1\u9632\u5fa1\u3001\u4e0d\u80fd\u66ff\u4ee3\u73af\u5883\u9694\u79bb\uff0c\u6b63\u662f\u5bf9\u8fd9\u4e00\u5f20\u529b\u7684\u76f4\u63a5\u56de\u5e94\u3002\u56e0\u6b64\u524d\u8ff0&#8221;\u6309\u6a21\u578b\u5206\u5c42&#8221;\u7684\u5efa\u8bae\u9690\u542b\u4e00\u4e2a\u524d\u63d0\uff1a\u6210\u672c\u4f18\u5316\u7684\u8fb9\u754c\u4e0d\u80fd\u8d8a\u8fc7\u6743\u9650\u8fb9\u754c\uff0c\u628a\u8be5\u7531\u4eba\u786e\u8ba4\u7684\u5220\u9664\u3001\u8986\u76d6\u3001\u5bf9\u5916\u53d1\u9001\u7b49\u64cd\u4f5c\u4ea4\u7ed9\u5206\u7c7b\u5668\u81ea\u52a8\u6279\u51c6\uff0c\u7701\u4e0b\u7684\u8d39\u7528\u672a\u5fc5\u62b5\u5f97\u4e0a\u4e00\u6b21\u5931\u8bef\u3002<\/p>\n<p>\u843d\u5230\u5177\u4f53\u64cd\u4f5c\u4e0a\uff0c\u5b98\u65b9\u5efa\u8bae\u6309\u5f71\u54cd\u529b\u548c\u5b9e\u65bd\u6210\u672c\u6392\u5b9a\u987a\u5e8f\uff1a\u9ed8\u8ba4\u4f7f\u7528Sonnet\uff0c\u7b80\u5355subagent\u663e\u5f0f\u6307\u5b9a<code>model: haiku<\/code>\uff0c\u4ec5\u5728\u590d\u6742\u67b6\u6784\u6216\u6df1\u5ea6\u63a8\u7406\u573a\u666f\u4f7f\u7528Opus\uff1b\u4efb\u52a1\u5207\u6362\u65f6\u7528<code>\/clear<\/code>\uff0c\u540c\u4e00\u4efb\u52a1\u4e0a\u4e0b\u6587\u8fc7\u5927\u65f6\u7528<code>\/compact<\/code>\uff1b\u628a<code>CLAUDE.md<\/code>\u63a7\u5236\u5728200\u884c\u4ee5\u5185\u5e76\u628a\u4e13\u9879\u8bf4\u660e\u79fb\u5230Skills\uff1b\u7528<code>\/context<\/code>\u6392\u67e5\u5360\u7528\u6765\u6e90\uff0c\u7981\u7528\u4e0d\u4f7f\u7528\u7684MCP\u670d\u52a1\u5668\uff0c\u4f18\u5148\u4f7f\u7528CLI\u5de5\u5177\uff0c\u7528hooks\u8fc7\u6ee4\u65e5\u5fd7\u4e0e\u6d4b\u8bd5\u8f93\u51fa\u8fd9\u7c7b\u5927\u578b\u8f93\u5165\uff0c\u628a\u6d4b\u8bd5\u3001\u6587\u6863\u83b7\u53d6\u548c\u65e5\u5fd7\u5904\u7406\u4ea4\u7ed9subagent\uff1b\u907f\u514d&#8221;\u6539\u8fdb\u8fd9\u4e2a\u4ee3\u7801\u5e93&#8221;\u8fd9\u7c7b\u5bbd\u6cdb\u63d0\u793a\u5bfc\u81f4\u5168\u5e93\u626b\u63cf\uff0c\u6539\u7528&#8221;\u5728auth.ts\u7684login\u51fd\u6570\u4e2d\u589e\u52a0\u8f93\u5165\u6821\u9a8c&#8221;\u8fd9\u6837\u7684\u5177\u4f53\u6307\u4ee4\uff1b\u590d\u6742\u4efb\u52a1\u5148\u8fdb\u5165plan mode\u518d\u5b9e\u65bd\uff0c\u5c3d\u65e9\u7528<code>Escape<\/code>\u6216<code>\/rewind<\/code>\u7ea0\u6b63\u65b9\u5411\uff0c\u5e76\u5728\u63d0\u793a\u4e2d\u7ed9\u51fa\u6d4b\u8bd5\u7528\u4f8b\u3001\u622a\u56fe\u3001\u9884\u671f\u8f93\u51fa\u7b49\u660e\u786e\u9a8c\u6536\u6807\u51c6\uff0c\u8ba9Claude\u5728\u8981\u6c42\u4fee\u6539\u524d\u81ea\u884c\u53d1\u73b0\u95ee\u9898\uff1b\u6700\u540e\u662f\u6301\u7eed\u76d1\u63a7\u2014\u2014\u5b9a\u671f\u8fd0\u884c<code>\/usage<\/code>\uff0c\u901a\u8fc7\u5f52\u56e0\u548c\u5efa\u8bae\u5b9a\u4f4d\u9ad8\u5360\u6bd4\u884c\u4e3a\uff0c\u5173\u6ce8\u7f13\u5b58\u547d\u4e2d\u7387\u4e0e\u672a\u547d\u4e2d\u539f\u56e0\uff0cAPI\u573a\u666f\u4f7f\u7528<code>--max-budget-usd<\/code>\uff0c\u4f01\u4e1a\u73af\u5883\u5219\u901a\u8fc7\u7ec4\u7ec7\u62a5\u544a\u3001Analytics API\u3001OpenTelemetry\u6216LLM gateway\u505a\u6309\u7528\u6237\u5f52\u56e0\uff0c\u5e76\u7528managed settings\u914d\u7f6e<code>modelPricing<\/code>\u4f7f\u6210\u672c\u4f30\u7b97\u4e0e\u5408\u540c\u8d39\u7387\u4e00\u81f4\u3002<\/p>\n<p>\u8fd9\u5957\u8def\u5f84\u4e0e\u516c\u5f00\u5b9a\u4ef7\u8868\u7684\u91cf\u7ea7\u5dee\u5f02\u662f\u53ef\u4ee5\u76f8\u4e92\u5370\u8bc1\u7684\u3002\u6309Anthropic\u5e73\u53f0\u516c\u5e03\u7684\u6bcf\u767e\u4e07token\u4ef7\u683c\uff0cOpus 5.5\u4e3a\u8f93\u51654\u7f8e\u5143\u3001\u8f93\u51fa20\u7f8e\u5143\uff0cSonnet 5.5\u4e3a\u8f93\u51652\u7f8e\u5143\u3001\u8f93\u51fa10\u7f8e\u5143\uff0cHaiku 5.5\u572810\u4e07token\u4ee5\u5185\u7684\u63d0\u793a\u4e0b\u4e3a\u8f93\u51650.10\u7f8e\u5143\u3001\u8f93\u51fa0.50\u7f8e\u5143\u3002\u540c\u4e00\u6863\u4f4d\u4e0b\u7684\u5dee\u8ddd\u610f\u5473\u7740\uff0c\u65e5\u5e38\u7f16\u7801\u82e5\u9ed8\u8ba4\u8d70Opus\uff0c\u5355\u6b21\u8c03\u7528\u6210\u672c\u7ea6\u4e3aSonnet\u7684\u4e24\u500d\uff1b\u800c\u5728\u540c\u6837\u4ee5Sonnet\u4e3a\u4e3b\u529b\u7684\u60c5\u51b5\u4e0b\uff0c\u628a\u7b80\u5355\u4efb\u52a1\u5206\u7ed9Haiku\u8fd8\u80fd\u518d\u538b\u4e0b\u4e00\u4e2a\u91cf\u7ea7\u3002\u6587\u6863\u5efa\u8bae\u7684&#8221;\u7528Haiku\u8dd1\u6742\u6d3b&#8221;\uff0c\u672c\u8d28\u4e0a\u662f\u5728\u8fd9\u7b14\u6309\u91cf\u8ba1\u8d39\u7684\u4ef7\u683c\u8868\u4e0a\u505a\u8def\u7531\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anthropic\u4e3aClaude Cod<\/p>\n","protected":false},"author":8,"featured_media":22357,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"colormag_page_container_layout":"default_layout","colormag_page_sidebar_layout":"default_layout","footnotes":""},"categories":[1],"tags":[],"class_list":["post-22358","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"acf":[],"_links":{"self":[{"href":"https:\/\/dguan.com.cn\/ai\/wp-json\/wp\/v2\/posts\/22358","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dguan.com.cn\/ai\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dguan.com.cn\/ai\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dguan.com.cn\/ai\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/dguan.com.cn\/ai\/wp-json\/wp\/v2\/comments?post=22358"}],"version-history":[{"count":2,"href":"https:\/\/dguan.com.cn\/ai\/wp-json\/wp\/v2\/posts\/22358\/revisions"}],"predecessor-version":[{"id":22511,"href":"https:\/\/dguan.com.cn\/ai\/wp-json\/wp\/v2\/posts\/22358\/revisions\/22511"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dguan.com.cn\/ai\/wp-json\/wp\/v2\/media\/22357"}],"wp:attachment":[{"href":"https:\/\/dguan.com.cn\/ai\/wp-json\/wp\/v2\/media?parent=22358"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dguan.com.cn\/ai\/wp-json\/wp\/v2\/categories?post=22358"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dguan.com.cn\/ai\/wp-json\/wp\/v2\/tags?post=22358"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}