{"id":2822,"date":"2026-05-20T17:47:27","date_gmt":"2026-05-20T09:47:27","guid":{"rendered":"https:\/\/redman.blog\/?p=2822"},"modified":"2026-05-20T17:51:30","modified_gmt":"2026-05-20T09:51:30","slug":"codex-speedy","status":"publish","type":"post","link":"https:\/\/redman.blog\/index.php\/2026\/05\/20\/codex-speedy\/","title":{"rendered":"\u56fd\u5185\u7545\u73a9Codex\u5b9e\u6218\u6307\u5357\uff1a\u4e0d\u7ffb\u5899\u3001\u63d0\u901f\u5ea6\u3001\u6269\u989d\u5ea6\uff0c10\u5206\u949f\u641e\u5b9a\u6700\u5f3a AI \u7f16\u7a0b Agent\uff01"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u89c6\u9891\u6559\u7a0b\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u6700\u8fd1\u5173\u6ce8 AI \u7f16\u7a0b\u5de5\u5177\uff0c\u5e94\u8be5\u5df2\u7ecf\u53d1\u73b0\u4e00\u4e2a\u8d8b\u52bf\uff1a<br>AI \u4e0d\u518d\u53ea\u662f\u5e2e\u4f60\u201c\u8865\u5168\u4ee3\u7801\u201d\uff0c\u800c\u662f\u5f00\u59cb\u771f\u6b63\u53d8\u6210\u4e00\u4e2a\u53ef\u4ee5\u8bfb\u9879\u76ee\u3001\u6539\u6587\u4ef6\u3001\u8dd1\u547d\u4ee4\u3001\u4fee Bug\u3001\u5199\u6587\u6863\u7684\u672c\u5730\u7f16\u7a0b Agent\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fc7\u53bb\u5f88\u591a\u4eba\u4f1a\u4f18\u5148\u9009\u62e9 Claude Code\uff0c\u56e0\u4e3a Claude \u5728\u4ee3\u7801\u7406\u89e3\u3001\u957f\u4e0a\u4e0b\u6587\u548c\u9879\u76ee\u91cd\u6784\u65b9\u9762\u786e\u5b9e\u5f88\u5f3a\u3002\u4f46\u73b0\u5728 OpenAI \u7684 Codex CLI \u4e5f\u8d8a\u6765\u8d8a\u503c\u5f97\u666e\u901a\u7528\u6237\u5c1d\u8bd5\uff0c\u5c24\u5176\u662f\u5df2\u7ecf\u5f00\u901a ChatGPT Plus \/ Pro \/ Team \/ Business \/ Edu \/ Enterprise \u7684\u7528\u6237\uff0cCodex \u53ef\u4ee5\u76f4\u63a5\u548c ChatGPT \u8d26\u53f7\u6253\u901a\uff0c\u4e0d\u4e00\u5b9a\u975e\u8981\u5355\u72ec\u8d2d\u4e70 API\u3002OpenAI \u5b98\u65b9\u6587\u6863\u4e5f\u660e\u786e\u5199\u5230\uff0cCodex CLI \u53ef\u4ee5\u5728\u672c\u5730\u7ec8\u7aef\u8fd0\u884c\uff0c\u8bfb\u53d6\u3001\u4fee\u6539\u5e76\u6267\u884c\u4f60\u6240\u9009\u76ee\u5f55\u4e2d\u7684\u4ee3\u7801\uff0c\u540c\u65f6 Plus\u3001Pro\u3001Business\u3001Edu\u3001Enterprise \u8ba1\u5212\u90fd\u5305\u542b Codex\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u7bc7\u6587\u7ae0\u5c31\u6765\u804a\u804a\uff1aCodex \u76f8\u6bd4 Claude Code\u3001OpenClaw \u5230\u5e95\u9002\u5408\u8c01\uff1f\u56fd\u5185\u7528\u6237\u5982\u4f55\u5b89\u88c5\uff1f\u4ee5\u53ca\u6700\u5173\u952e\u7684\u4e09\u4e2a\u95ee\u9898\uff1a<br><strong>\u4e0d\u7ffb\u5899\u7528\u4ec0\u4e48\u6a21\u578b\uff1f\u8bbf\u95ee\u6162\u600e\u4e48\u529e\uff1f\u514d\u8d39\u989d\u5ea6\u4e0d\u591f\u600e\u4e48\u529e\uff1f<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span>Part 1\uff1aCodex\u3001Claude Code\u3001OpenClaw \u5230\u5e95\u6709\u4ec0\u4e48\u533a\u522b\uff1f <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Codex \u66f4\u50cf\u201c\u6700\u9002\u5408\u666e\u901a ChatGPT \u7528\u6237\u4e0a\u624b\u7684 AI \u7f16\u7a0b\u52a9\u624b\u201d\uff1bClaude Code \u66f4\u50cf\u201c\u91cd\u5ea6\u7a0b\u5e8f\u5458\u7684\u4ee3\u7801\u91cd\u6784\u5de5\u5177\u201d\uff1bOpenClaw \u66f4\u50cf\u201c\u53ef\u4ee5\u957f\u671f\u8fd0\u884c\u7684\u4e2a\u4eba AI \u52a9\u624b\u7cfb\u7edf\u201d\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u5bf9\u6bd4\u7ef4\u5ea6<\/th><th>Codex CLI<\/th><th>Claude Code<\/th><th>OpenClaw<\/th><\/tr><\/thead><tbody><tr><td>\u5b98\u65b9\u9879\u76ee<\/td><td><a href=\"https:\/\/developers.openai.com\/codex\/cli?utm_source=chatgpt.com\">OpenAI Codex CLI<\/a> \/ <a href=\"https:\/\/github.com\/openai\/codex?utm_source=chatgpt.com\">GitHub<\/a><\/td><td><a href=\"https:\/\/code.claude.com\/docs\/en\/setup?utm_source=chatgpt.com\">Claude Code Docs<\/a><\/td><td><a href=\"https:\/\/openclaw.ai\/?utm_source=chatgpt.com\">OpenClaw \u5b98\u7f51<\/a> \/ <a href=\"https:\/\/github.com\/openclaw\/openclaw?utm_source=chatgpt.com\">GitHub<\/a><\/td><\/tr><tr><td>\u6838\u5fc3\u5b9a\u4f4d<\/td><td>\u672c\u5730\u7ec8\u7aef\u91cc\u7684 AI \u7f16\u7a0b Agent<\/td><td>Anthropic \u51fa\u54c1\u7684\u7ec8\u7aef\u7ea7 AI \u7f16\u7a0b\u5de5\u5177<\/td><td>\u672c\u5730\u4f18\u5148\u7684\u4e2a\u4eba AI \u52a9\u624b \/ \u591a\u6e20\u9053 Agent<\/td><\/tr><tr><td>\u9002\u5408\u4eba\u7fa4<\/td><td>ChatGPT \u7528\u6237\u3001\u72ec\u7acb\u5f00\u53d1\u8005\u3001Vibe Coding \u7528\u6237<\/td><td>\u7a0b\u5e8f\u5458\u3001\u5de5\u7a0b\u56e2\u961f\u3001\u91cd\u6784\u590d\u6742\u9879\u76ee\u7684\u4eba<\/td><td>\u60f3\u628a AI \u63a5\u5165 Telegram\u3001\u5fae\u4fe1\u3001\u98de\u4e66\u3001\u6d4f\u89c8\u5668\u3001\u81ea\u52a8\u5316\u6d41\u7a0b\u7684\u4eba<\/td><\/tr><tr><td>\u4f7f\u7528\u95e8\u69db<\/td><td>\u76f8\u5bf9\u4f4e\uff0c\u88c5\u597d CLI \u540e\u76f4\u63a5 <code>codex<\/code> \u542f\u52a8<\/td><td>\u4e2d\u7b49\uff0c\u9700\u8981 Claude \u8d26\u53f7 \/ \u8ba2\u9605 \/ API<\/td><td>\u8f83\u9ad8\uff0c\u9700\u8981\u7406\u89e3\u7f51\u5173\u3001\u901a\u9053\u3001\u6280\u80fd\u3001\u5b88\u62a4\u8fdb\u7a0b<\/td><\/tr><tr><td>\u6a21\u578b\u751f\u6001<\/td><td>\u9ed8\u8ba4 OpenAI\uff0c\u4e5f\u53ef\u901a\u8fc7\u914d\u7f6e\u63a5\u5165 OpenRouter\u3001\u4ee3\u7406\u3001\u81ea\u5b9a\u4e49 OpenAI-compatible provider<\/td><td>\u9ed8\u8ba4 Claude \u751f\u6001\uff0c\u4e5f\u53ef\u901a\u8fc7\u7b2c\u4e09\u65b9\u65b9\u6848\u63a5\u5165\u5176\u4ed6\u6a21\u578b<\/td><td>\u652f\u6301\u591a\u6a21\u578b\u3001\u591a\u901a\u9053\u3001\u591a\u5de5\u5177\u7ec4\u5408<\/td><\/tr><tr><td>\u672c\u5730\u4ee3\u7801\u80fd\u529b<\/td><td>\u53ef\u8bfb\u9879\u76ee\u3001\u6539\u6587\u4ef6\u3001\u8fd0\u884c\u547d\u4ee4<\/td><td>\u53ef\u8bfb\u9879\u76ee\u3001\u6539\u6587\u4ef6\u3001\u6267\u884c\u5f00\u53d1\u4efb\u52a1<\/td><td>\u66f4\u504f\u81ea\u52a8\u5316\u6267\u884c\uff0c\u53ef\u8c03\u7528\u6d4f\u89c8\u5668\u3001\u8282\u70b9\u3001\u5b9a\u65f6\u4efb\u52a1\u3001\u6d88\u606f\u901a\u9053<\/td><\/tr><tr><td>\u5178\u578b\u573a\u666f<\/td><td>\u5199\u811a\u672c\u3001\u4fee Bug\u3001\u751f\u6210\u63d2\u4ef6\u3001\u6539 WordPress\/\u524d\u7aef\u4ee3\u7801<\/td><td>\u5927\u578b\u9879\u76ee\u91cd\u6784\u3001\u590d\u6742\u4ee3\u7801\u7406\u89e3\u3001\u5de5\u7a0b\u4efb\u52a1\u62c6\u89e3<\/td><td>\u81ea\u52a8\u56de\u590d\u6d88\u606f\u3001\u7ba1\u7406\u9891\u9053\u3001\u8c03\u7528\u6d4f\u89c8\u5668\u3001\u8fde\u63a5 Telegram \/ Discord \/ Slack \u7b49<\/td><\/tr><tr><td>\u6700\u5927\u4f18\u52bf<\/td><td>ChatGPT \u7528\u6237\u8fc1\u79fb\u6210\u672c\u4f4e\uff0cCLI \u5f00\u6e90\uff0c\u5b89\u88c5\u7b80\u5355<\/td><td>\u4ee3\u7801\u80fd\u529b\u5f3a\uff0c\u5de5\u7a0b\u611f\u597d<\/td><td>\u81ea\u52a8\u5316\u80fd\u529b\u5f3a\uff0c\u53ef\u4f5c\u4e3a\u4e2a\u4eba AI OS<\/td><\/tr><tr><td>\u6700\u5927\u77ed\u677f<\/td><td>\u56fd\u5185\u7f51\u7edc\u3001\u989d\u5ea6\u3001\u6a21\u578b\u5207\u6362\u9700\u8981\u6298\u817e<\/td><td>\u56fd\u5185\u8bbf\u95ee\u3001\u8ba2\u9605\u6210\u672c\u3001\u8d26\u53f7\u95e8\u69db\u8f83\u9ad8<\/td><td>\u90e8\u7f72\u548c\u914d\u7f6e\u590d\u6742\uff0c\u5c0f\u767d\u5bb9\u6613\u5361\u4f4f<\/td><\/tr><tr><td>\u63a8\u8350\u7a0b\u5ea6<\/td><td>\u2b50\u2b50\u2b50\u2b50\u2b50 \u9002\u5408\u5927\u591a\u6570\u4eba\u5148\u4e0a\u624b<\/td><td>\u2b50\u2b50\u2b50\u2b50 \u9002\u5408\u91cd\u5ea6\u5f00\u53d1\u8005<\/td><td>\u2b50\u2b50\u2b50\u2b50 \u9002\u5408\u60f3\u505a AI \u81ea\u52a8\u5316\u7cfb\u7edf\u7684\u4eba<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">OpenAI \u5b98\u65b9\u7ed9 Codex CLI \u7684\u5b9a\u4f4d\u5f88\u660e\u786e\uff1a\u5b83\u662f\u4e00\u4e2a\u8fd0\u884c\u5728\u672c\u5730\u7ec8\u7aef\u91cc\u7684 coding agent\uff0c\u53ef\u4ee5\u68c0\u67e5\u4f60\u7684\u4ed3\u5e93\u3001\u7f16\u8f91\u6587\u4ef6\u5e76\u8fd0\u884c\u547d\u4ee4\uff1b\u9996\u6b21\u8fd0\u884c\u65f6\u4f1a\u8ba9\u4f60\u7528 ChatGPT \u8d26\u53f7\u6216 API Key \u767b\u5f55\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Claude Code \u7684\u5b89\u88c5\u65b9\u5f0f\u4e5f\u5f88\u76f4\u63a5\uff0c\u5b98\u65b9\u652f\u6301 npm \u5168\u5c40\u5b89\u88c5\uff0c\u8981\u6c42 Node.js 18 \u6216\u4ee5\u4e0a\u3002 \u4f46\u5bf9\u56fd\u5185\u7528\u6237\u6765\u8bf4\uff0cClaude \u8d26\u53f7\u3001\u8ba2\u9605\u3001\u7f51\u7edc\u8bbf\u95ee\u901a\u5e38\u6bd4 ChatGPT \u66f4\u96be\u4e00\u4e9b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">OpenClaw \u5219\u5b8c\u5168\u662f\u53e6\u4e00\u4e2a\u65b9\u5411\u3002\u5b83\u4e0d\u662f\u5355\u7eaf\u7684\u201c\u5199\u4ee3\u7801\u5de5\u5177\u201d\uff0c\u800c\u662f\u4e00\u4e2a\u53ef\u4ee5\u8fde\u63a5 WhatsApp\u3001Telegram\u3001Slack\u3001Discord\u3001\u98de\u4e66\u3001LINE\u3001\u5fae\u4fe1\u3001QQ \u7b49\u591a\u79cd\u6e20\u9053\u7684\u4e2a\u4eba AI \u52a9\u624b\uff0c\u5b98\u65b9\u63a8\u8350\u901a\u8fc7 <code>openclaw onboard<\/code> \u6765\u5b8c\u6210\u7f51\u5173\u3001\u5de5\u4f5c\u533a\u3001\u6e20\u9053\u548c skills \u7684\u914d\u7f6e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u4ee5\uff0c\u5982\u679c\u4f60\u53ea\u662f\u60f3\u8ba9 AI \u5e2e\u4f60\u5199\u4ee3\u7801\u3001\u6539\u9879\u76ee\u3001\u505a\u63d2\u4ef6\u3001\u4fee bug\uff0c<strong>Codex \u662f\u6700\u5bb9\u6613\u5f00\u59cb\u7684\u4e00\u6761\u8def\u3002<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span>Part 2\uff1aCodex \u7684\u4e09\u79cd\u5f62\u6001\uff1aCLI\u3001App\u3001Web \u7aef\u600e\u4e48\u9009\uff1f <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u6b63\u5f0f\u5b89\u88c5\u4e4b\u524d\uff0c\u5148\u641e\u6e05\u695a\u4e00\u4ef6\u4e8b\uff1a<strong>Codex \u4e0d\u662f\u53ea\u6709\u547d\u4ee4\u884c\u4e00\u79cd\u7528\u6cd5\u3002<\/strong><br>\u73b0\u5728 Codex \u5927\u81f4\u53ef\u4ee5\u5206\u6210\u4e09\u79cd\u5f62\u6001\uff1aCLI\u3001App\u3001Web \u7aef\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u5f62\u6001<\/th><th>\u5165\u53e3<\/th><th>\u9002\u5408\u4eba\u7fa4<\/th><th>\u4f18\u70b9<\/th><th>\u7f3a\u70b9<\/th><\/tr><\/thead><tbody><tr><td>Codex CLI<\/td><td>\u7ec8\u7aef\u547d\u4ee4\u884c<\/td><td>\u7a0b\u5e8f\u5458\u3001\u5f00\u53d1\u8005\u3001\u559c\u6b22\u6298\u817e\u7684\u4eba<\/td><td>\u6700\u7075\u6d3b\uff0c\u9002\u5408\u76f4\u63a5\u5728\u9879\u76ee\u76ee\u5f55\u91cc\u8bfb\u4ee3\u7801\u3001\u6539\u6587\u4ef6\u3001\u8dd1\u547d\u4ee4<\/td><td>\u5bf9\u5c0f\u767d\u4e0d\u53cb\u597d\uff0c\u9700\u8981\u61c2\u7ec8\u7aef\u3001\u8def\u5f84\u3001\u6743\u9650\u3001\u914d\u7f6e\u6587\u4ef6<\/td><\/tr><tr><td>Codex App<\/td><td>\u684c\u9762 App \/ \u56fe\u5f62\u754c\u9762<\/td><td>\u65b0\u624b\u3001Vibe Coding \u7528\u6237\u3001\u975e\u7a0b\u5e8f\u5458<\/td><td>\u4e0a\u624b\u6700\u7b80\u5355\uff0c\u754c\u9762\u76f4\u89c2\uff0c\u4e0d\u7528\u8bb0\u547d\u4ee4\uff0c\u9002\u5408\u8ba9 AI \u5e2e\u4f60\u6539\u9879\u76ee<\/td><td>\u7075\u6d3b\u5ea6\u4e0d\u5982 CLI\uff0c\u8fdb\u9636\u914d\u7f6e\u53ef\u80fd\u53d7\u9650<\/td><\/tr><tr><td>Codex Web<\/td><td><a href=\"https:\/\/chatgpt.com\/codex?utm_source=chatgpt.com\">chatgpt.com\/codex<\/a><\/td><td>\u60f3\u628a\u4efb\u52a1\u4e22\u7ed9\u4e91\u7aef\u5904\u7406\u7684\u4eba<\/td><td>\u53ef\u4ee5\u628a\u4efb\u52a1\u4ea4\u7ed9\u4e91\u7aef Codex \u6267\u884c\uff0c\u9002\u5408\u4fee bug\u3001\u5199\u529f\u80fd\u3001\u505a PR<\/td><td>\u9700\u8981\u8fde\u63a5\u4ee3\u7801\u4ed3\u5e93\uff0c\u6d89\u53ca\u6743\u9650\u914d\u7f6e\uff0c\u4e0d\u9002\u5408\u5b8c\u5168\u5c0f\u767d\u7b2c\u4e00\u6b65\u4f7f\u7528<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">OpenAI \u7684 Codex GitHub \u9875\u9762\u4e5f\u660e\u786e\u533a\u5206\u4e86\u51e0\u79cd\u5165\u53e3\uff1aCLI \u662f\u672c\u5730\u7ec8\u7aef\u91cc\u7684 coding agent\uff1b\u5982\u679c\u60f3\u8981\u684c\u9762 App \u4f53\u9a8c\uff0c\u53ef\u4ee5\u8fd0\u884c <code>codex app<\/code>\uff1b\u5982\u679c\u8981\u4f7f\u7528\u4e91\u7aef Codex Web\uff0c\u5219\u53ef\u4ee5\u8bbf\u95ee <code>chatgpt.com\/codex<\/code>\u3002 \u53e6\u5916\uff0cOpenAI \u4e5f\u63d0\u4f9b Codex IDE extension\uff0c\u53ef\u4ee5\u5728 VS Code \u7b49 IDE \u4e2d\u8fb9\u5199\u4ee3\u7801\u8fb9\u4f7f\u7528 Codex\uff0c\u6216\u8005\u628a\u4efb\u52a1\u59d4\u6258\u7ed9 Codex Cloud\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u4ee5\u6211\u7684\u5efa\u8bae\u5f88\u7b80\u5355\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u65b0\u624b\u4e0d\u8981\u4e00\u4e0a\u6765\u5c31\u6298\u817e CLI\uff0c\u76f4\u63a5\u7528 Codex App \u5c31\u884c\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c24\u5176\u662f\u5f88\u591a\u975e\u7a0b\u5e8f\u5458\u53ea\u662f\u60f3\u505a\u8fd9\u4e9b\u4e8b\u60c5\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6539\u4e00\u4e2a WordPress \u63d2\u4ef6<\/li>\n\n\n\n<li>\u505a\u4e00\u4e2a HTML \u9875\u9762<\/li>\n\n\n\n<li>\u4fee\u6539\u7f51\u7ad9\u524d\u7aef\u6837\u5f0f<\/li>\n\n\n\n<li>\u5199\u4e00\u4e2a\u81ea\u52a8\u5316\u811a\u672c<\/li>\n\n\n\n<li>\u4fee\u4e00\u4e2a\u9879\u76ee\u62a5\u9519<\/li>\n\n\n\n<li>\u770b\u61c2 GitHub \u5f00\u6e90\u9879\u76ee\u600e\u4e48\u90e8\u7f72<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c<strong>App \u5f62\u6001\u4f1a\u6bd4 CLI \u66f4\u53cb\u597d<\/strong>\u3002\u4f60\u4e0d\u7528\u8bb0\u4e00\u5806\u547d\u4ee4\uff0c\u4e5f\u4e0d\u7528\u4e00\u5f00\u59cb\u5c31\u7406\u89e3 <code>config.toml<\/code>\u3001\u73af\u5883\u53d8\u91cf\u3001API Key\u3001provider\u3001base_url \u8fd9\u4e9b\u6982\u5ff5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">CLI \u66f4\u9002\u5408\u5df2\u7ecf\u6709\u4e00\u5b9a\u5f00\u53d1\u57fa\u7840\u7684\u4eba\u3002\u6bd4\u5982\u4f60\u77e5\u9053\u600e\u4e48\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\u3001\u600e\u4e48\u770b\u62a5\u9519\u3001\u600e\u4e48\u8fd0\u884c <code>npm install<\/code>\u3001<code>npm run dev<\/code>\u3001<code>python main.py<\/code>\uff0c\u90a3\u7528 CLI \u4f1a\u66f4\u9ad8\u6548\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u800c Web \u7aef\u66f4\u9002\u5408\u8fdb\u9636\u573a\u666f\uff0c\u6bd4\u5982\u4f60\u5df2\u7ecf\u628a\u4ee3\u7801\u6258\u7ba1\u5230 GitHub\uff0c\u5e0c\u671b Codex \u5728\u4e91\u7aef\u5e2e\u4f60\u4fee bug\u3001\u5199\u529f\u80fd\u3001\u63d0\u4ea4 PR\u3002OpenAI \u5b98\u65b9\u6587\u6863\u4e5f\u8bf4\u660e\uff0cCodex Web \u53ef\u4ee5\u5728\u4e91\u7aef\u73af\u5883\u91cc\u5904\u7406\u4efb\u52a1\uff0c\u5305\u62ec\u5e76\u884c\u6267\u884c\u4efb\u52a1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u5df2\u7ecf\u719f\u6089\u7ec8\u7aef\uff0c\u6216\u8005\u60f3\u628a Codex \u63a5\u5165 OpenRouter\u30010011.ai\u3001CC Switch\u3001CLIProxyAPI \u8fd9\u7c7b\u5de5\u5177\uff0c\u518d\u7ee7\u7eed\u770b\u4e0b\u9762\u7684 CLI \u5b89\u88c5\u65b9\u5f0f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span>1. \u5b89\u88c5 Node.js <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Codex CLI \u53ef\u4ee5\u901a\u8fc7 npm \u5b89\u88c5\u3002\u5efa\u8bae\u5148\u5b89\u88c5 Node.js LTS \u7248\u672c\u3002<br>Node.js \u5b98\u7f51\uff1a<a href=\"https:\/\/nodejs.org\/\">https:\/\/nodejs.org\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u5728\u7ec8\u7aef\u8f93\u5165\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>node -v<br>npm -v<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ea\u8981\u80fd\u6b63\u5e38\u663e\u793a\u7248\u672c\u53f7\uff0c\u5c31\u8bf4\u660e\u73af\u5883\u6ca1\u95ee\u9898\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span>2. \u5b89\u88c5 Codex CLI <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b98\u65b9\u63a8\u8350\u5b89\u88c5\u547d\u4ee4\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>npm i -g @openai\/codex<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u6216\u8005 macOS \u7528\u6237\u4e5f\u53ef\u4ee5\u7528 Homebrew\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>brew install --cask codex<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">OpenAI \u5b98\u65b9\u6587\u6863\u548c GitHub README \u90fd\u7ed9\u51fa\u4e86\u8fd9\u4e24\u79cd\u5b89\u88c5\u65b9\u5f0f\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span>3. \u542f\u52a8 Codex <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fdb\u5165\u4f60\u7684\u9879\u76ee\u76ee\u5f55\uff0c\u4f8b\u5982\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>cd \/path\/to\/your\/project<br>codex<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\u6b21\u8fd0\u884c\u65f6\uff0cCodex \u4f1a\u63d0\u793a\u4f60\u767b\u5f55\u3002\u4f60\u53ef\u4ee5\u9009\u62e9\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4f7f\u7528 ChatGPT \u8d26\u53f7\u767b\u5f55<\/li>\n\n\n\n<li>\u4f7f\u7528 OpenAI API Key<\/li>\n\n\n\n<li>\u540e\u7eed\u901a\u8fc7\u914d\u7f6e\u6587\u4ef6\u63a5\u5165\u7b2c\u4e09\u65b9 OpenAI-compatible API<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">Codex \u7684\u672c\u5730\u914d\u7f6e\u6587\u4ef6\u4e00\u822c\u5728\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>~\/.codex\/config.toml<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">OpenAI \u5b98\u65b9\u6587\u6863\u8bf4\u660e\uff0cCodex \u7684\u914d\u7f6e\u3001\u8ba4\u8bc1\u3001\u672c\u5730\u72b6\u6001\u9ed8\u8ba4\u90fd\u5b58\u653e\u5728 <code>~\/.codex<\/code> \u76ee\u5f55\u4e0b\uff0c\u5176\u4e2d <code>config.toml<\/code> \u5c31\u662f\u6700\u5e38\u7528\u7684\u672c\u5730\u914d\u7f6e\u6587\u4ef6\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span>Part 3\uff1a\u56fd\u5185\u7528\u6237\u4f7f\u7528 Codex \u7684\u4e09\u5927\u75db\u70b9\u548c\u89e3\u51b3\u65b9\u6848 <\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span>\u75db\u70b9\u4e00\uff1a\u4e0d\u7ffb\u5899\uff0c\u7528\u4ec0\u4e48\u6a21\u578b\uff1f <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f88\u591a\u56fd\u5185\u7528\u6237\u6700\u5934\u75bc\u7684\u95ee\u9898\u662f\uff1a<br>Codex \u5f88\u597d\uff0c\u4f46 OpenAI \u8bbf\u95ee\u4e0d\u7a33\u5b9a\uff0cChatGPT \u767b\u5f55\u4e5f\u5bb9\u6613\u5361\uff0c\u90a3\u6709\u6ca1\u6709\u56fd\u5185\u7f51\u7edc\u66f4\u53cb\u597d\u7684\u6a21\u578b\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u91cc\u53ef\u4ee5\u8003\u8651\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u65b9\u6848\uff1a\u4f7f\u7528 CC Switch \u5207\u6362 Codex \u6a21\u578b\u4e3a MiniMax\uff0c\u518d\u914d\u5408 MiniMax CLI \u5b9e\u73b0\u591a\u6a21\u6001\u80fd\u529b\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f8\u5173\u9879\u76ee\u94fe\u63a5\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>CC Switch\uff1a<a href=\"https:\/\/github.com\/farion1231\/cc-switch?utm_source=chatgpt.com\">https:\/\/github.com\/farion1231\/cc-switch<\/a><\/li>\n\n\n\n<li>CC Switch \u5b98\u7f51\uff1a<a>https:\/\/ccswitch.io<\/a><\/li>\n\n\n\n<li>MiniMax \u5b98\u65b9\u5e73\u53f0\uff1a<a href=\"https:\/\/www.minimax.io\/?utm_source=chatgpt.com\">https:\/\/www.minimax.io\/<\/a><\/li>\n\n\n\n<li>MiniMax API \u6587\u6863\uff1a<a href=\"https:\/\/platform.minimax.io\/docs\/guides\/models-intro?utm_source=chatgpt.com\">https:\/\/platform.minimax.io\/docs\/guides\/models-intro<\/a><\/li>\n\n\n\n<li>MiniMax CLI\uff1a<a href=\"https:\/\/github.com\/MiniMax-AI\/cli?utm_source=chatgpt.com\">https:\/\/github.com\/MiniMax-AI\/cli<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">CC Switch \u7684\u5b9a\u4f4d\u662f\u4e00\u4e2a\u8de8\u5e73\u53f0 All-in-One \u52a9\u624b\uff0c\u652f\u6301 Claude Code\u3001Codex\u3001OpenCode\u3001OpenClaw\u3001Gemini CLI\u3001Hermes Agent \u7b49\u591a\u4e2a AI \u7f16\u7a0b\u5de5\u5177\u7684 provider \u7ba1\u7406\u548c\u5207\u6362\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax \u5b98\u65b9 CLI \u5219\u66f4\u9002\u5408\u505a\u591a\u6a21\u6001\u8865\u5145\u3002\u5b83\u652f\u6301\u6587\u672c\u3001\u56fe\u7247\u3001\u89c6\u9891\u3001\u8bed\u97f3\u3001\u97f3\u4e50\u3001\u89c6\u89c9\u7406\u89e3\u548c\u641c\u7d22\u7b49\u80fd\u529b\uff0c\u5b98\u65b9 README \u91cc\u4e5f\u63d0\u4f9b\u4e86\u5b89\u88c5\u65b9\u5f0f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>npm install -g mmx-cli<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u767b\u5f55 MiniMax\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>mmx auth login --api-key sk-xxxxx<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b89\u88c5 MiniMax Skill\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>npx skills add MiniMax-AI\/cli -y -g<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax \u5b98\u65b9\u6587\u6863\u4e5f\u8bf4\u660e\uff0c\u8fd9\u4e2a CLI \u53ef\u4ee5\u8ba9 OpenClaw\u3001Claude Code\u3001Cursor \u7b49 Agent \u76f4\u63a5\u8c03\u7528 MiniMax \u7684\u89c6\u9891\u751f\u6210\u3001\u8bed\u97f3\u5408\u6210\u3001\u97f3\u4e50\u751f\u6210\u3001\u56fe\u7247\u751f\u6210\u7b49\u591a\u6a21\u6001\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b80\u5355\u7406\u89e3\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Codex \u8d1f\u8d23\u5199\u4ee3\u7801\uff0cMiniMax \u8d1f\u8d23\u8865\u9f50\u56fd\u5185\u53ef\u7528\u6a21\u578b\u548c\u591a\u6a21\u6001\u80fd\u529b\uff0cCC Switch \u8d1f\u8d23\u5728\u4e0d\u540c Agent \/ Provider \u4e4b\u95f4\u5207\u6362\u3002<\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span>\u75db\u70b9\u4e8c\uff1a\u8bbf\u95ee\u901f\u5ea6\u6162\uff0c\u5982\u4f55\u63d0\u901f\uff1f <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\u4e2a\u95ee\u9898\u662f\u901f\u5ea6\u3002<br>\u5f88\u591a\u4eba\u4e0d\u662f\u4e0d\u80fd\u7528 Codex\uff0c\u800c\u662f\u6bcf\u6b21\u8bf7\u6c42\u90fd\u5f88\u6162\uff0c\u4f53\u9a8c\u975e\u5e38\u5272\u88c2\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u91cc\u53ef\u4ee5\u8003\u8651\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u65b9\u6848\uff1a\u4f7f\u7528 OpenRouter \u6216 0011.ai \u8fd9\u7c7b\u4e2d\u8f6c\u7ad9 \/ API \u805a\u5408\u5e73\u53f0\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f8\u5173\u94fe\u63a5\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>OpenRouter\uff1a<a href=\"https:\/\/openrouter.ai\/\">https:\/\/openrouter.ai\/<\/a><\/li>\n\n\n\n<li>OpenRouter Codex CLI \u914d\u7f6e\u6587\u6863\uff1a<a href=\"https:\/\/openrouter.ai\/docs\/cookbook\/coding-agents\/codex-cli?utm_source=chatgpt.com\">https:\/\/openrouter.ai\/docs\/cookbook\/coding-agents\/codex-cli<\/a><\/li>\n\n\n\n<li>0011.ai\uff1a<a href=\"https:\/\/0011.ai\/?code=REDMAN007\">https:\/\/0011.ai\/?code=REDMAN007<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">OpenRouter \u5b98\u65b9\u6587\u6863\u5df2\u7ecf\u4e13\u95e8\u63d0\u4f9b\u4e86 Codex CLI \u96c6\u6210\u6559\u7a0b\u3002\u5b83\u7684\u903b\u8f91\u5f88\u7b80\u5355\uff1aCodex \u4ecd\u7136\u662f\u672c\u5730\u7f16\u7a0b Agent\uff0c\u4f46\u8bf7\u6c42\u4e0d\u76f4\u63a5\u8d70 OpenAI\uff0c\u800c\u662f\u8d70 OpenRouter \u7684\u7edf\u4e00 API\u3002OpenRouter \u6587\u6863\u660e\u786e\u5199\u5230\uff0cCodex CLI \u652f\u6301\u591a\u4e2a\u6a21\u578b provider\uff0c\u5305\u62ec OpenRouter\uff0c\u53ef\u4ee5\u4f7f\u7528\u5176\u7edf\u4e00 API\u3001provider failover \u548c\u7ec4\u7ec7\u63a7\u5236\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u914d\u7f6e\u793a\u4f8b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>model_provider = \"openrouter\"<br>model_reasoning_effort = \"high\"<br>model = \"~openai\/gpt-latest\"<br><br>&#91;model_providers.openrouter]<br>name = \"openrouter\"<br>base_url = \"https:\/\/openrouter.ai\/api\/v1\"<br>env_key = \"OPENROUTER_API_KEY\"<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u7136\u540e\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>export OPENROUTER_API_KEY=\"sk-or-xxxxx\"<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u542f\u52a8 Codex\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>codex<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">OpenRouter \u7684\u4f18\u52bf\u662f\u6a21\u578b\u591a\u3001\u5207\u6362\u65b9\u4fbf\uff0c\u5e76\u4e14\u6709 pay-as-you-go \u8ba1\u8d39\u6a21\u5f0f\uff1b\u5b98\u65b9\u4ef7\u683c\u9875\u4e5f\u8bf4\u660e\uff0c\u6309\u6a21\u578b\u7684 input\/output token \u8ba1\u8d39\uff0cPay-as-you-go \u7528\u6237\u8d2d\u4e70 credits \u540e\u5373\u53ef\u4f7f\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u5e0c\u671b\u76f4\u63a5\u7528\u56fd\u5185\u66f4\u53cb\u597d\u7684 API \u4e2d\u8f6c\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528 0011.ai \u8fd9\u7c7b\u5e73\u53f0\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>model = \"\u4f60\u7684\u6a21\u578b\u540d\u79f0\"<br>model_provider = \"proxy\"<br><br>&#91;model_providers.proxy]<br>name = \"0011.ai\"<br>base_url = \"https:\/\/\u4f60\u7684\u4e2d\u8f6cAPI\u5730\u5740\/v1\"<br>env_key = \"OPENAI_API_KEY\"<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u7136\u540e\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>export OPENAI_API_KEY=\"\u4f60\u7684API_KEY\"<br>codex<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u65b9\u5f0f\u7684\u672c\u8d28\u662f\uff1a<br><strong>\u53ea\u8981\u5bf9\u65b9\u63d0\u4f9b OpenAI-compatible API\uff0cCodex \u5c31\u6709\u673a\u4f1a\u901a\u8fc7 <code>base_url + api_key + model<\/code> \u7684\u65b9\u5f0f\u63a5\u5165\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">OpenAI \u5b98\u65b9\u9ad8\u7ea7\u914d\u7f6e\u6587\u6863\u4e5f\u63d0\u5230\uff0c\u5982\u679c\u53ea\u662f\u60f3\u628a\u5185\u7f6e OpenAI provider \u6307\u5411\u67d0\u4e2a LLM proxy\u3001router \u6216\u6570\u636e\u9a7b\u7559\u9879\u76ee\uff0c\u53ef\u4ee5\u5728 <code>config.toml<\/code> \u4e2d\u8bbe\u7f6e <code>openai_base_url<\/code>\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span>\u75db\u70b9\u4e09\uff1a\u514d\u8d39\u8d26\u6237\u989d\u5ea6\u4e0d\u591f\uff0c\u600e\u4e48\u529e\uff1f <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e09\u4e2a\u95ee\u9898\u6bd4\u8f83\u654f\u611f\uff0c\u4e5f\u662f\u5f88\u591a\u4eba\u5173\u5fc3\u7684\uff1a<br>\u514d\u8d39\u8d26\u6237\u989d\u5ea6\u4e0d\u591f\uff0c\u80fd\u4e0d\u80fd\u628a\u591a\u4e2a\u8d26\u53f7\u7edf\u4e00\u8d77\u6765\u7528\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u91cc\u8981\u5148\u8bf4\u6e05\u695a\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e0d\u5efa\u8bae\u7528\u4efb\u4f55\u65b9\u5f0f\u6279\u91cf\u6ce8\u518c\u8d26\u53f7\u3001\u89c4\u907f\u5e73\u53f0\u9650\u5236\u6216\u8fdd\u53cd\u670d\u52a1\u6761\u6b3e\u3002<\/strong><br>\u66f4\u5408\u7406\u7684\u65b9\u5f0f\u662f\uff1a\u628a\u4f60\u81ea\u5df1\u5408\u6cd5\u62e5\u6709\u7684 ChatGPT \/ Claude \/ Gemini \/ Codex \/ API Key \u505a\u7edf\u4e00\u7ba1\u7406\u3001\u7edf\u4e00\u8def\u7531\u3001\u7edf\u4e00\u76d1\u63a7\uff0c\u8ba9\u4e0d\u540c\u5de5\u5177\u53ef\u4ee5\u8c03\u7528\u540c\u4e00\u4e2a\u672c\u5730 API \u5165\u53e3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u91cc\u53ef\u4ee5\u5173\u6ce8\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u65b9\u6848\uff1a\u4f7f\u7528 CLIProxyAPI\uff0c\u81ea\u5efa\u672c\u5730\u4ee3\u7406\uff0c\u628a\u81ea\u5df1\u5408\u6cd5\u62e5\u6709\u7684\u8d26\u53f7\u6216\u8ba2\u9605\u7edf\u4e00\u6210 OpenAI \/ Gemini \/ Claude \/ Codex compatible API\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9879\u76ee\u94fe\u63a5\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>CLIProxyAPI GitHub\uff1a<a href=\"https:\/\/github.com\/router-for-me\/CLIProxyAPI?utm_source=chatgpt.com\">https:\/\/github.com\/router-for-me\/CLIProxyAPI<\/a><\/li>\n\n\n\n<li>CLIProxyAPI \u6587\u6863\uff1a<a>https:\/\/mintlify.wiki\/router-for-me\/CLIProxyAPI\/introduction<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">CLIProxyAPI \u7684\u5b98\u65b9\u6587\u6863\u628a\u5b83\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u4ee3\u7406\u670d\u52a1\u5668\uff0c\u53ef\u4ee5\u63d0\u4f9b OpenAI\u3001Gemini\u3001Claude\u3001Codex \u517c\u5bb9 API\uff0c\u5e76\u652f\u6301 OAuth\u3001\u591a\u8d26\u53f7\u8d1f\u8f7d\u5747\u8861\u548c\u81ea\u5b9a\u4e49\u6a21\u578b\u8def\u7531\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u9002\u5408\u8fd9\u7c7b\u573a\u666f\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4f60\u6709\u591a\u4e2a\u81ea\u5df1\u5408\u6cd5\u62e5\u6709\u7684 AI \u8ba2\u9605\u6216 API Key<\/li>\n\n\n\n<li>\u4f60\u60f3\u7edf\u4e00\u7ed9 Cursor\u3001Codex\u3001Cline\u3001OpenClaw \u7b49\u5de5\u5177\u8c03\u7528<\/li>\n\n\n\n<li>\u4f60\u60f3\u76d1\u63a7\u4e0d\u540c\u8d26\u53f7\u7684\u989d\u5ea6\u3001\u53ef\u7528\u6027\u3001\u6062\u590d\u65f6\u95f4<\/li>\n\n\n\n<li>\u4f60\u60f3\u628a\u591a\u4e2a provider \u5305\u88c5\u6210\u4e00\u4e2a\u7edf\u4e00\u5165\u53e3<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">CLIProxyAPI \u76f8\u5173\u751f\u6001\u91cc\u4e5f\u5df2\u7ecf\u6709\u914d\u5957\u5de5\u5177\uff0c\u6bd4\u5982 CodMate\u3001CodexCliPlus\u3001CLIProxy Pool Watch \u7b49\uff0c\u7528\u4e8e\u7ba1\u7406 Codex \/ Claude Code \/ Gemini CLI \u4f1a\u8bdd\u3001\u989d\u5ea6\u76d1\u63a7\u548c\u8d26\u53f7\u72b6\u6001\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b80\u5355\u7406\u89e3\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>CLIProxyAPI \u4e0d\u662f\u201c\u7834\u89e3\u5de5\u5177\u201d\uff0c\u800c\u662f\u4e00\u4e2a\u672c\u5730 API \u4ee3\u7406\u548c\u8d26\u53f7\u6c60\u7ba1\u7406\u5de5\u5177\u3002<\/strong><br>\u5b83\u53ef\u4ee5\u628a\u4f60\u81ea\u5df1\u7684 Codex\u3001Claude Code\u3001Gemini CLI \u7b49 OAuth \u8ba2\u9605\uff0c\u5305\u88c5\u6210 OpenAI-compatible API\uff0c\u8ba9\u5176\u4ed6\u5de5\u5177\u8c03\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u63a5\u5165 Codex \u7684\u601d\u8def\u5927\u6982\u662f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>model = \"\u4f60\u7684\u6a21\u578b\u522b\u540d\"<br>model_provider = \"cliproxy\"<br><br>&#91;model_providers.cliproxy]<br>name = \"CLIProxyAPI\"<br>base_url = \"http:\/\/127.0.0.1:8317\/v1\"<br>env_key = \"CLIPROXY_API_KEY\"<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u7136\u540e\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>export CLIPROXY_API_KEY=\"\u4f60\u81ea\u5df1\u8bbe\u7f6e\u7684\u672c\u5730\u4ee3\u7406\u5bc6\u94a5\"<br>codex<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6837 Codex \u5c31\u4e0d\u662f\u76f4\u63a5\u8bf7\u6c42 OpenAI\uff0c\u800c\u662f\u8bf7\u6c42\u4f60\u672c\u5730\u7684 CLIProxyAPI\uff0c\u518d\u7531 CLIProxyAPI \u6839\u636e\u4f60\u7684\u914d\u7f6e\u8f6c\u53d1\u5230\u4e0d\u540c\u540e\u7aef\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6ce8\u610f\uff1a<br>\u8fd9\u90e8\u5206\u53ea\u5efa\u8bae\u7528\u4e8e<strong>\u5408\u89c4\u7ba1\u7406\u81ea\u6709\u8d26\u53f7\u3001\u7edf\u4e00\u5165\u53e3\u3001\u6210\u672c\u63a7\u5236\u3001\u5bb9\u707e\u5207\u6362<\/strong>\uff0c\u4e0d\u8981\u7528\u4e8e\u6279\u91cf\u8585\u514d\u8d39\u989d\u5ea6\u6216\u7ed5\u8fc7\u5e73\u53f0\u9650\u5236\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span>\u6700\u7ec8\u63a8\u8350\uff1a\u666e\u901a\u7528\u6237\u600e\u4e48\u9009\uff1f <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u662f\u56fd\u5185\u666e\u901a\u7528\u6237\uff0c\u6211\u5efa\u8bae\u6309\u8fd9\u4e2a\u8def\u7ebf\u6765\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u7528\u6237\u7c7b\u578b<\/th><th>\u63a8\u8350\u65b9\u6848<\/th><\/tr><\/thead><tbody><tr><td>\u5df2\u7ecf\u6709 ChatGPT Plus<\/td><td>\u5148\u76f4\u63a5\u5b89\u88c5 Codex CLI\uff0c\u7528 ChatGPT \u767b\u5f55<\/td><\/tr><tr><td>\u56fd\u5185\u7f51\u7edc\u8bbf\u95ee\u4e0d\u7a33\u5b9a<\/td><td>Codex + OpenRouter \/ 0011.ai<\/td><\/tr><tr><td>\u60f3\u7528\u56fd\u4ea7\u6a21\u578b<\/td><td>Codex + CC Switch + MiniMax<\/td><\/tr><tr><td>\u60f3\u505a\u591a\u6a21\u6001\u5185\u5bb9\u751f\u6210<\/td><td>MiniMax CLI \u8865\u5145\u56fe\u7247\u3001\u89c6\u9891\u3001\u8bed\u97f3\u3001\u97f3\u4e50<\/td><\/tr><tr><td>\u60f3\u505a\u81ea\u52a8\u5316\u7cfb\u7edf<\/td><td>Codex \u5199\u4ee3\u7801\uff0cOpenClaw \u505a\u957f\u671f\u8fd0\u884c\u7684\u81ea\u52a8\u5316\u52a9\u624b<\/td><\/tr><tr><td>\u6709\u591a\u4e2a\u81ea\u6709 AI \u8d26\u53f7 \/ API Key<\/td><td>CLIProxyAPI \u505a\u7edf\u4e00\u8def\u7531\u548c\u989d\u5ea6\u7ba1\u7406<\/td><\/tr><tr><td>\u7eaf\u5c0f\u767d<\/td><td>\u5148\u522b\u6298\u817e\u592a\u591a\uff0cCodex \u539f\u751f\u8dd1\u901a\uff0c\u518d\u4e00\u6b65\u6b65\u52a0 OpenRouter \/ MiniMax \/ CLIProxyAPI<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u7684\u5efa\u8bae\u662f\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u7b2c\u4e00\u6b65\uff1a\u5148\u628a Codex \u539f\u751f\u8dd1\u8d77\u6765\u3002<\/strong><br><strong>\u7b2c\u4e8c\u6b65\uff1a\u518d\u7528 OpenRouter \u6216 0011.ai \u89e3\u51b3\u901f\u5ea6\u95ee\u9898\u3002<\/strong><br><strong>\u7b2c\u4e09\u6b65\uff1a\u5982\u679c\u4f60\u60f3\u63a5\u56fd\u4ea7\u6a21\u578b\uff0c\u5c31\u4e0a CC Switch + MiniMax\u3002<\/strong><br><strong>\u7b2c\u56db\u6b65\uff1a\u5982\u679c\u4f60\u5df2\u7ecf\u6709\u591a\u4e2a\u8d26\u53f7\u548c\u8ba2\u9605\uff0c\u518d\u8003\u8651 CLIProxyAPI \u505a\u7edf\u4e00\u8d26\u53f7\u6c60\u7ba1\u7406\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0d\u8981\u4e00\u4e0a\u6765\u5c31\u628a\u6240\u6709\u4e1c\u897f\u90fd\u88c5\u4e0a\u3002AI \u7f16\u7a0b\u5de5\u5177\u6700\u91cd\u8981\u7684\u4e0d\u662f\u201c\u5de5\u5177\u8d8a\u591a\u8d8a\u597d\u201d\uff0c\u800c\u662f\u5148\u8dd1\u901a\u4e00\u4e2a\u7a33\u5b9a\u5de5\u4f5c\u6d41\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span>\u672c\u6587\u6d89\u53ca\u9879\u76ee\u94fe\u63a5\u6c47\u603b <\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Codex CLI \u5b98\u65b9\u6587\u6863\uff1a<a href=\"https:\/\/developers.openai.com\/codex\/cli?utm_source=chatgpt.com\">https:\/\/developers.openai.com\/codex\/cli<\/a><\/li>\n\n\n\n<li>Codex GitHub\uff1a<a href=\"https:\/\/github.com\/openai\/codex?utm_source=chatgpt.com\">https:\/\/github.com\/openai\/codex<\/a><\/li>\n\n\n\n<li>Claude Code \u6587\u6863\uff1a<a href=\"https:\/\/code.claude.com\/docs\/en\/setup?utm_source=chatgpt.com\">https:\/\/code.claude.com\/docs\/en\/setup<\/a><\/li>\n\n\n\n<li>OpenClaw \u5b98\u7f51\uff1a<a href=\"https:\/\/openclaw.ai\/?utm_source=chatgpt.com\">https:\/\/openclaw.ai\/<\/a><\/li>\n\n\n\n<li>OpenClaw GitHub\uff1a<a href=\"https:\/\/github.com\/openclaw\/openclaw?utm_source=chatgpt.com\">https:\/\/github.com\/openclaw\/openclaw<\/a><\/li>\n\n\n\n<li>CC Switch GitHub\uff1a<a href=\"https:\/\/github.com\/farion1231\/cc-switch?utm_source=chatgpt.com\">https:\/\/github.com\/farion1231\/cc-switch<\/a><\/li>\n\n\n\n<li>CC Switch \u5b98\u7f51\uff1a<a>https:\/\/ccswitch.io<\/a><\/li>\n\n\n\n<li>MiniMax \u5b98\u7f51\uff1a<a href=\"https:\/\/www.minimax.io\/?utm_source=chatgpt.com\">https:\/\/www.minimax.io\/<\/a><\/li>\n\n\n\n<li>MiniMax API \u6587\u6863\uff1a<a href=\"https:\/\/platform.minimax.io\/docs\/guides\/models-intro?utm_source=chatgpt.com\">https:\/\/platform.minimax.io\/docs\/guides\/models-intro<\/a><\/li>\n\n\n\n<li>MiniMax CLI\uff1a<a href=\"https:\/\/github.com\/MiniMax-AI\/cli?utm_source=chatgpt.com\">https:\/\/github.com\/MiniMax-AI\/cli<\/a><\/li>\n\n\n\n<li>OpenRouter\uff1a<a href=\"https:\/\/openrouter.ai\/\">https:\/\/openrouter.ai\/<\/a><\/li>\n\n\n\n<li>OpenRouter Codex \u914d\u7f6e\u6559\u7a0b\uff1a<a href=\"https:\/\/openrouter.ai\/docs\/cookbook\/coding-agents\/codex-cli?utm_source=chatgpt.com\">https:\/\/openrouter.ai\/docs\/cookbook\/coding-agents\/codex-cli<\/a><\/li>\n\n\n\n<li>0011.ai \u56fd\u5185 API \u76f4\u8fde ChatGPT \/ Claude\uff1a<a href=\"https:\/\/0011.ai\/?code=REDMAN007\">https:\/\/0011.ai\/?code=REDMAN007<\/a><\/li>\n\n\n\n<li>CLIProxyAPI\uff1a<a href=\"https:\/\/github.com\/router-for-me\/CLIProxyAPI?utm_source=chatgpt.com\">https:\/\/github.com\/router-for-me\/CLIProxyAPI<\/a><\/li>\n\n\n\n<li>CLIProxyAPI \u6587\u6863\uff1a<a>https:\/\/mintlify.wiki\/router-for-me\/CLIProxyAPI\/introduction<\/a><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span>\ud83d\udc69\u200d\ud83d\ude80 \u7545\u73a9 AI \u9700\u8981\u7684\u6b66\u5668\u5e93 <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u2726 GPT Plus \u5361\u5bc6\u5145\u503c\u7ad9 \u25b6 <a href=\"https:\/\/aiplus123.com\">https:\/\/aiplus123.com<\/a> \uff08\u4f18\u60e0\u7801\uff1aredman\uff09<br>\u2726 ChatGPT \/ Claude \u955c\u50cf\u7ad9 \u25b6 <a href=\"https:\/\/2233.ai\/i\/REDMAN007\">https:\/\/2233.ai\/i\/REDMAN007<\/a><br>\u2726 \u56fd\u5185 API \u76f4\u8fde ChatGPT \/ Claude \u25b6 <a href=\"https:\/\/0011.ai\/?code=REDMAN007\">https:\/\/0011.ai\/?code=REDMAN007<\/a><br>\u2726 ChatGPT \u514d\u8d39\u767d\u5ad6\u65b9\u6cd5 \u25b6 <a href=\"https:\/\/redman.blog\/index.php\/2024\/12\/10\/freechatgpt4o\">https:\/\/redman.blog\/index.php\/2024\/12\/10\/freechatgpt4o<\/a><br>\u2726 AI \u5b66\u4e60\u8d44\u6e90\u5408\u96c6 \u25b6 <a href=\"https:\/\/bit.ly\/ai-ke\">https:\/\/bit.ly\/ai-ke<\/a><br>\u2726 \u514d\u8d39\u9886\u53d6\u300aAI\u8d5a\u94b1\u65b0\u624b\u653b\u7565\u300b\u25b6 <a href=\"https:\/\/bit.ly\/4d4Nnhm\">https:\/\/bit.ly\/4d4Nnhm<\/a><br>\u2726 Gmail \/ TK \/ GPT \u6210\u54c1\u8d26\u53f7 \u25b6 <a href=\"https:\/\/nf.video\/RWN3k\">https:\/\/nf.video\/RWN3k<\/a><br>\u2726 \u56fd\u5916\u63a5\u7801\u5e73\u53f0 \u25b6 <a href=\"https:\/\/bit.ly\/3yMhHgq\">https:\/\/bit.ly\/3yMhHgq<\/a><br>\u2726 \u56db\u6b3e\u514d\u8d39 VPN \u4e0b\u8f7d \u25b6 <a href=\"https:\/\/bit.ly\/3XQViZy\">https:\/\/bit.ly\/3XQViZy<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span>\ud83c\udfac \u66f4\u591a AI \u76f8\u5173\u89c6\u9891\u63a8\u8350 <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3010\u672c\u5730\u90e8\u7f72 OpenClaw \u6700\u4f73\u65b9\u6cd5\u3011<a href=\"https:\/\/youtu.be\/znlGJF0BtDs\">https:\/\/youtu.be\/znlGJF0BtDs<\/a><br>\u3010ChatGPT \u514d\u8d39\u6ce8\u518c\u3011<a href=\"https:\/\/youtu.be\/8V8tEBfeuCU\">https:\/\/youtu.be\/8V8tEBfeuCU<\/a><br>\u3010ChatGPT \u4f18\u52bf\u53ca 5 \u79cd\u5145\u503c\u65b9\u6cd5\u3011<a href=\"https:\/\/youtu.be\/pwfo0T20AQY\">https:\/\/youtu.be\/pwfo0T20AQY<\/a><br>\u30106 \u79cd AI \u8d5a\u94b1\u65b9\u6cd5\u3011<a href=\"https:\/\/youtu.be\/bvqG8Eo_gbk\">https:\/\/youtu.be\/bvqG8Eo_gbk<\/a><br>\u3010GPT4o \u6700\u65b0\u6587\u751f\u56fe\u6a21\u578b\u5b9e\u6d4b\u3011<a href=\"https:\/\/youtu.be\/nfKB6YLAxcU\">https:\/\/youtu.be\/nfKB6YLAxcU<\/a><br>\u3010ChatGPT PLUS \u5145\u503c\u3011<a href=\"https:\/\/youtu.be\/O21m1aTczgA\">https:\/\/youtu.be\/O21m1aTczgA<\/a><br>\u3010ChatGPT \u624b\u673a\u7aef\u514d\u8d39\u4f7f\u7528\u3011<a href=\"https:\/\/youtu.be\/O7OoaJlHuaA\">https:\/\/youtu.be\/O7OoaJlHuaA<\/a><br>\u3010Deepseek R1 \u4f7f\u7528\u6307\u5357\u3011<a href=\"https:\/\/youtu.be\/bi6wiLp89d8\">https:\/\/youtu.be\/bi6wiLp89d8<\/a><br>\u3010\u7f8e\u56fd\u865a\u62df\u4fe1\u7528\u5361\u5f00\u901a\u3011<a href=\"https:\/\/youtu.be\/O21m1aTczgA\">https:\/\/youtu.be\/O21m1aTczgA<\/a><br>\u3010\u7f8e\u533a Apple ID \u6ce8\u518c\u3011<a href=\"https:\/\/youtu.be\/nvCNZoostCY\">https:\/\/youtu.be\/nvCNZoostCY<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span>\u6211\u7684\u9891\u9053 <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">YouTube\uff1a<a href=\"https:\/\/www.youtube.com\/@redman-tech\">https:\/\/www.youtube.com\/@redman-tech<\/a><br>AI \u5b50\u9891\u9053\uff1a<a href=\"https:\/\/www.youtube.com\/@redman_ai\">https:\/\/www.youtube.com\/@redman_ai<\/a><br>\u8de8\u5883\u5b50\u9891\u9053\uff1a<a href=\"https:\/\/www.youtube.com\/@redman_ecommerce\">https:\/\/www.youtube.com\/@redman_ecommerce<\/a><br>Redman \u535a\u5ba2\uff1a<a href=\"https:\/\/redman.blog\">https:\/\/redman.blog<\/a><br>Redman \u7f51\u8d5a\u5bfc\u822a\u7ad9\uff1a<a href=\"https:\/\/www.redman3721.com\">https:\/\/www.redman3721.com<\/a><br>\u8ba2\u9605 Redman \u793e\u7fa4\u4f1a\u5458\uff1a<a href=\"https:\/\/bit.ly\/redmanplan\">https:\/\/bit.ly\/redmanplan<\/a><br>TG \u8d44\u6e90\u53d1\u5e03\u7fa4\uff1a<a href=\"https:\/\/t.me\/redman_tech\">https:\/\/t.me\/redman_tech<\/a><br>TG \u4ea4\u6d41\u7fa4\uff1a<a href=\"https:\/\/t.me\/redman3721\">https:\/\/t.me\/redman3721<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6ce8\u610f\uff1a\u89c9\u5f97\u6709\u5e2e\u52a9\u7684\u8bdd\u53ef\u4ee5\u8ba2\u9605\u6211\u7684 YouTube \u9891\u9053\u3002\u6bcf\u5468\u66f4\u65b0\u6700\u524d\u6cbf\u7684 AIGC \u8d44\u8baf\u3001\u6700\u8d5a\u94b1\u7684 Web3 \u5957\u5229\u9879\u76ee\u3001\u6700\u786c\u6838\u7684\u7f51\u7edc\u6280\u672f\u3002\u4e0d\u5356\u8bfe\uff0c\u4e3b\u6253\u4ea4\u4e2a\u670b\u53cb\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span><i class=\"fas fa-arrow-right\"><\/i><\/span>\u6807\u7b7e <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">#Codex #CodexCLI #ClaudeCode #OpenClaw #CCSwitch #MiniMax #OpenRouter #CLIProxyAPI #AI\u7f16\u7a0b #\u7ea2\u5b69\u513fRedman<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u89c6\u9891\u6559\u7a0b\uff1a \u5982\u679c\u4f60\u6700\u8fd1\u5173\u6ce8 A&#8230;<\/p>\n","protected":false},"author":2,"featured_media":2824,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,85,51],"tags":[58,43],"class_list":["post-2822","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-aigc","category-85","category-51","tag-aigc","tag-43"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u56fd\u5185\u7545\u73a9Codex\u5b9e\u6218\u6307\u5357\uff1a\u4e0d\u7ffb\u5899\u3001\u63d0\u901f\u5ea6\u3001\u6269\u989d\u5ea6\uff0c10\u5206\u949f\u641e\u5b9a\u6700\u5f3a AI \u7f16\u7a0b Agent\uff01 - \u7ea2\u5b69\u513fRedman<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/redman.blog\/index.php\/2026\/05\/20\/codex-speedy\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u56fd\u5185\u7545\u73a9Codex\u5b9e\u6218\u6307\u5357\uff1a\u4e0d\u7ffb\u5899\u3001\u63d0\u901f\u5ea6\u3001\u6269\u989d\u5ea6\uff0c10\u5206\u949f\u641e\u5b9a\u6700\u5f3a AI \u7f16\u7a0b Agent\uff01 - \u7ea2\u5b69\u513fRedman\" \/>\n<meta property=\"og:description\" content=\"\u89c6\u9891\u6559\u7a0b\uff1a \u5982\u679c\u4f60\u6700\u8fd1\u5173\u6ce8 A...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/redman.blog\/index.php\/2026\/05\/20\/codex-speedy\/\" \/>\n<meta property=\"og:site_name\" content=\"\u7ea2\u5b69\u513fRedman\" \/>\n<meta property=\"article:published_time\" content=\"2026-05-20T09:47:27+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-20T09:51:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/redman.blog\/wp-content\/uploads\/2026\/05\/043fcf31-codex_share-image_v1-1024x576-1.png\" \/>\n\t<meta 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