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false, "id": 557, "parent_node_name": ""}, "member": {"id": 319956, "username": "Chrisssss", "url": "u/Chrisssss", "website": null, "twitter": null, "psn": null, "github": null, "btc": null, "location": null, "tagline": null, "bio": null, "avatar_mini": "https://cdn.v2ex.com/avatar/eec7/3b2d/319956_mini.png?m=1551229827", "avatar_normal": "https://cdn.v2ex.com/avatar/eec7/3b2d/319956_normal.png?m=1551229827", "avatar_large": "https://cdn.v2ex.com/avatar/eec7/3b2d/319956_large.png?m=1551229827", "created": 1527844590, "last_modified": 1551229827, "pro": 0}, "last_reply_by": "", "last_touched": 1767166069, "title": "\u5212\u6c34\u65f6\u95f4\u5199\u7684\u5e74\u7ec8\u603b\u7ed3", "url": "t/1182432", "created": 1767166069, "deleted": 0, "content": "\u4e34\u8fd1\u5047\u671f\u7684\u4e0b\u5348\u8d81\u7740\u6ca1\u4ec0\u4e48\u6d3b\uff0c\u82b1\u70b9\u65f6\u95f4\u5199\u4e0b\u6211\u7684 2025 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"last_modified": 1573713224, "pro": 0}, "last_reply_by": "", "last_touched": 1767165007, "title": "CC \u5e74\u672b VPS \u4fc3\u9500 | KVM \u670d\u52a1\u5668\uff0c\u6bcf\u5e74 10 \u7f8e\u5143\u8d77\uff0c\u670d\u52a1\u5668\u4f4d\u4e8e\u7f8e\u56fd\u6d1b\u6749\u77f6", "url": "t/1182426", "created": 1767165007, "deleted": 0, "content": "\u8fd8\u884c\u5427\uff0c\u5c31\u662f\u5de5\u5355\u592a\u6162\uff0c\u4e5f\u4e0d\u8d35\u3002\r\n\r\n\r\n**\u5e74\u672b-25-VPS-1**\r\n\r\n```\r\n1 \u4e2a\u865a\u62df CPU \u6838\u5fc3\uff0c\r\n1 GB \u4e13\u7528\u5185\u5b58\uff0c\r\n50 GB SSD \u7f13\u5b58\u78c1\u76d8\r\n\uff08 RAID 10 \u914d\u7f6e\uff09\uff0c\r\n1 TB/MB \u5e26\u5bbd\uff08 1 Gb/s \uff09\uff0c\r\n1 \u4e2a IPv4 \u5730\u5740\u548c 3 \u4e2a IPv6 \u5730\u5740\u3002\r\n\u6570\u636e\u4e2d\u5fc3\uff1a\u7f8e\u56fd\u6d1b\u6749\u77f6\r\n\u7ec8\u8eab\u7eed\u8ba2\u4f18\u60e0\r\n\u6bcf\u5e74 9.99 \u7f8e\u5143\r\n```\r\n[\u8d2d\u4e70\u94fe\u63a5]( https://i.260512.xyz/cc498)\r\n\r\n![\u5c4f\u5e55\u622a\u56fe 2025-12-30 230538]( https://img.121516.xyz/i/2025/12/31/owpvh7.jpg)\r\n\r\n\r\n**\u5e74\u672b-25-VPS-2**\r\n```log\r\n2 \u4e2a\u865a\u62df CPU \u6838\u5fc3\uff0c\r\n2 GB \u4e13\u7528\u5185\u5b58\uff0c\r\n100 GB SSD \u7f13\u5b58\u78c1\u76d8\r\n\uff08 RAID 10 \u914d\u7f6e\uff09\uff0c\r\n2 TB/MB \u5e26\u5bbd\uff08 1 Gb/s \uff09\uff0c\r\n1 \u4e2a IPv4 \u5730\u5740\u548c 3 \u4e2a IPv6 \u5730\u5740\u3002\r\n\u6570\u636e\u4e2d\u5fc3\uff1a\u7f8e\u56fd\u6d1b\u6749\u77f6\r\n```\r\n[\u8d2d\u4e70\u94fe\u63a5]( https://i.260512.xyz/cc499)\r\n\r\n\r\n![3]( https://img.121516.xyz/i/2025/12/31/oxz6it.jpg)\r\n\r\n\r\n\u5e72 \u4e4b\u524d\u95ea\u8d2d\u4e70\u7684\u8fd9\u4e2a\u662f\u673a\u68b0\u786c\u76d8\uff0c\u611f\u89c9\u95ea\u8d2d\u662f\u5927\u51a4\u79cd\u6b3e -\u3002- \r\n\r\n![\u5c4f\u5e55\u622a\u56fe 2025-12-30 230737]( https://img.121516.xyz/i/2025/12/31/oxyubl.jpg)", "content_rendered": "<p>\u8fd8\u884c\u5427\uff0c\u5c31\u662f\u5de5\u5355\u592a\u6162\uff0c\u4e5f\u4e0d\u8d35\u3002</p>\n<p><strong>\u5e74\u672b-25-VPS-1</strong></p>\n<pre><code>1 \u4e2a\u865a\u62df CPU \u6838\u5fc3\uff0c\n1 GB \u4e13\u7528\u5185\u5b58\uff0c\n50 GB SSD \u7f13\u5b58\u78c1\u76d8\n\uff08 RAID 10 \u914d\u7f6e\uff09\uff0c\n1 TB/MB \u5e26\u5bbd\uff08 1 Gb/s \uff09\uff0c\n1 \u4e2a IPv4 \u5730\u5740\u548c 3 \u4e2a IPv6 \u5730\u5740\u3002\n\u6570\u636e\u4e2d\u5fc3\uff1a\u7f8e\u56fd\u6d1b\u6749\u77f6\n\u7ec8\u8eab\u7eed\u8ba2\u4f18\u60e0\n\u6bcf\u5e74 9.99 \u7f8e\u5143\n</code></pre>\n<p><a href=/html/tag/index.php/\"https://i.260512.xyz/cc498\" rel=\"nofollow\">\u8d2d\u4e70\u94fe\u63a5</a></p>\n<p><img alt=\"\u5c4f\u5e55\u622a\u56fe 2025-12-30 230538\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.121516.xyz/i/2025/12/31/owpvh7.jpg\"/></p>\n<p><strong>\u5e74\u672b-25-VPS-2</strong></p>\n<pre><code class=\"language-log\">2 \u4e2a\u865a\u62df CPU \u6838\u5fc3\uff0c\n2 GB \u4e13\u7528\u5185\u5b58\uff0c\n100 GB SSD \u7f13\u5b58\u78c1\u76d8\n\uff08 RAID 10 \u914d\u7f6e\uff09\uff0c\n2 TB/MB \u5e26\u5bbd\uff08 1 Gb/s \uff09\uff0c\n1 \u4e2a IPv4 \u5730\u5740\u548c 3 \u4e2a IPv6 \u5730\u5740\u3002\n\u6570\u636e\u4e2d\u5fc3\uff1a\u7f8e\u56fd\u6d1b\u6749\u77f6\n</code></pre>\n<p><a href=/html/tag/index.php/\"https://i.260512.xyz/cc499\" rel=\"nofollow\">\u8d2d\u4e70\u94fe\u63a5</a></p>\n<p><img alt=\"3\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.121516.xyz/i/2025/12/31/oxz6it.jpg\"/></p>\n<p>\u5e72 \u4e4b\u524d\u95ea\u8d2d\u4e70\u7684\u8fd9\u4e2a\u662f\u673a\u68b0\u786c\u76d8\uff0c\u611f\u89c9\u95ea\u8d2d\u662f\u5927\u51a4\u79cd\u6b3e -\u3002- </p>\n<p><img alt=\"\u5c4f\u5e55\u622a\u56fe 2025-12-30 230737\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.121516.xyz/i/2025/12/31/oxyubl.jpg\"/></p>\n", "last_modified": 1767165492, "replies": 0, "id": 1182426}, {"node": {"avatar_large": "https://cdn.v2ex.com/navatar/a4a0/42cf/171_large.png?m=1630576706", "name": "invest", "avatar_normal": "https://cdn.v2ex.com/navatar/a4a0/42cf/171_normal.png?m=1630576706", "title": "\u6295\u8d44", "url": "go/invest", "topics": 3153, "footer": "", "header": "Can you make money with money?", "title_alternative": "Invest", "avatar_mini": "https://cdn.v2ex.com/navatar/a4a0/42cf/171_mini.png?m=1630576706", "stars": 4068, "aliases": [], "root": false, "id": 171, "parent_node_name": "money"}, "member": {"id": 439903, "username": "xtx", "url": "u/xtx", "website": "", "twitter": "", "psn": "", "github": "", "btc": "", "location": "", "tagline": "\u8840\u6db2\u7684\u4f5c\u7528\u4e4b\u4e00\u662f\u4e3a\u4fe1\u4ef0\u4ed8\u51fa\u4ee3\u4ef7\u3002", "bio": "", "avatar_mini": "https://cdn.v2ex.com/avatar/1266/8b36/439903_mini.png?m=1758071077", 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28, "aliases": [], "root": false, "id": 370, "parent_node_name": "hardware"}, "member": {"id": 68877, "username": "nikubenki", "url": "u/nikubenki", "website": "", "twitter": "", "psn": "", "github": "", "btc": "", "location": "", "tagline": "", "bio": "", "avatar_mini": "https://cdn.v2ex.com/avatar/6b2f/aeab/68877_mini.png?m=1667876149", "avatar_normal": "https://cdn.v2ex.com/avatar/6b2f/aeab/68877_normal.png?m=1667876149", "avatar_large": "https://cdn.v2ex.com/avatar/6b2f/aeab/68877_large.png?m=1667876149", "created": 1406210504, "last_modified": 1667876149, "pro": 0}, "last_reply_by": "", "last_touched": 1767164548, "title": "\u7f57\u6280 master 3s for mac \u6309\u952e\u5931\u7075", "url": "t/1182424", "created": 1767164548, "deleted": 0, "content": "24 \u5e74 8 \u6708\u8d2d\u5165\uff0c\u4e0d\u5230\u4e00\u5e74\u53f3\u952e\u5076\u5c14\u5931\u7075\uff0c\u5f53\u65f6\u627e\u7f57\u6280\u5ba2\u670d\u514d\u8d39\u66f4\u6362\u4e86\u4e00\u4e2a\u540c\u6b3e\u3002\u540c\u6837\u53c8\u4e0d\u5230\u4e00\u5e74\u53f3\u952e\u518d\u6b21\u5931\u7075\uff0c\u73b0\u5728\u8fc7\u4fdd\u4e86\u5e94\u8be5\u4e0d\u7ed9\u514d\u8d39\u66f4\u6362\u4e86\u3002\u8fd9\u6b3e\u6545\u969c\u7387\u6709\u70b9\u9ad8\u4e86\u5427\uff0c\u73b0\u5728\u662f\u53ea\u80fd\u81ea\u5df1\u627e\u7ebf\u4e0b\u4fee\uff1f", "content_rendered": "24 \u5e74 8 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"avatar_xxxlarge": "https://cdn.v2ex.com/avatar/54dc/70d7/554088_xxxlarge.png?m=1765441188", "created": 1629686225, "last_modified": 1765441188, "pro": 0}, "last_reply_by": "donaldturinglee", "last_touched": 1767165852, "title": "\u6c42\u52a9\uff0c\u5404\u4f4d\u6709\u6ca1\u6709\u4f7f\u7528\u8fc7 PaddleOCR \u7684", "url": "t/1182419", "created": 1767164337, "deleted": 0, "content": "\u539f\u56fe\u957f\u8fd9\u6837\uff0c \r\n![]( https://i.imgur.com/Cn0jVaV.png) \r\n\r\n\u8bc6\u522b\u540e\u7ed3\u679c\uff1a\r\n![]( https://i.imgur.com/MHAh56q.png) \r\n\r\n\r\nDocekr \u90e8\u7f72\u7684 PaddleOCR-VL\r\n\r\n\u95ee\u9898\u5c31\u662f\u5217\u9519\u4f4d\u4e86\uff0c\u4e2a\u522b\u60c5\u51b5\u5355\u4f4d\u8fd8\u8bc6\u522b\u4e0d\u51fa\u6765\uff0c\u5b98\u7f51\u7684 API \u4e5f\u662f\u8fd9\u6837\uff0c\u8bd5\u4e86\u4e00\u4e0b\u5b98\u7f51\u4e09\u4e2a\u6a21\u578b\uff0c\u5c31 VL \u611f\u89c9\u8fd8\u884c\r\n\r\nWindows \u5f00\u53d1\u7528\u8fc7 PP-StructureV3 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\u8868\u9700\u8981\u586b\uff0c\u6bcf\u4e00\u884c\u90fd\u9700\u8981\u6839\u636e\u8d44\u6599\u5e93\u91cc\u7684\u5185\u5bb9\u8fdb\u884c\u5224\u65ad\u6216\u603b\u7ed3\u3002\r\n\r\n\u5728\u8fd9\u4e2a\u5de5\u5177\u91cc\uff0c\u4f60\u53ef\u4ee5\u914d\u7f6e\u4e00\u4e2a Agent \uff0c\u5b83\u4f1a\u81ea\u52a8\u904d\u5386\u6bcf\u4e00\u884c\uff0c\u53bb\u641c\u7d22\u672c\u5730\u77e5\u8bc6\u5e93\uff0c\u7136\u540e\u628a\u7ed3\u679c\u586b\u8fdb\u53bb\u3002\u4ee5\u524d\u4e00\u5929\u7684\u6d3b\uff0c\u73b0\u5728\u51e0\u5206\u949f\u5c31\u80fd\u8dd1\u5b8c\u3002\r\n\r\n![\u6279\u91cf\u586b\u5145]( https://linnyai.com/blog/ai-agent/batch-table-filling-demo.png)\r\n\r\n#### \u9879\u76ee\u5236\u7684 AI \u4e0a\u4e0b\u6587\r\n\r\n\u505a\u54a8\u8be2\uff0c\u4e00\u4e2a\u54a8\u8be2\u9879\u76ee\u5c31\u6d89\u53ca\u5f88\u591a\u6587\u4ef6\uff0c\u73b0\u5728\u7684\u5f88\u591a\u4ea7\u54c1\u90fd\u662f\u53ea\u80fd\u5bf9\u5355\u4e2a\u6587\u4ef6\u5bf9\u8bdd\u548c\u4fee\u6539\uff0c\u4f46\u662f Linnya 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\u4ee5\u5916\uff0c\u6240\u6709\u6570\u636e\uff08\u5305\u62ec\u77e5\u8bc6\u5e93\u7d22\u5f15\uff09\u90fd\u5728\u672c\u5730\u3002\u751a\u81f3\u53ef\u4ee5\u81ea\u5b9a\u4e49\u5bf9\u8bdd\u6a21\u578b\u7684 API \uff0c\u4e0d\u8fc7\u522b\u7684\u6bd4\u5982 embedding \u4e4b\u7c7b\u7684\u8fd8\u9700\u8981\u672a\u6765\u9002\u914d\u3002\r\n\r\n\u652f\u6301\u5f55\u97f3\u5757\uff08\u76f4\u63a5\u8f6c\u6587\u5b57+\u751f\u6210\u7eaa\u8981\uff09\u3002\u652f\u6301\u5bfc\u51fa Markdown/PDF 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alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/7HkzH9U.jpeg\"/></p>\n<p>\u4eca\u5929\u7684\u6e38\u620f\u73a9\u5f97\u6bd4\u53bb\u5e74\u5c11\u4e86\u597d\u591a\uff0c\u4e0d\u662f\u8bf4\u597d\u6e38\u620f\u5c11\u4e86\uff0c\u53ea\u662f\u81ea\u5df1\u7684\u5fc3\u6001\u53d1\u751f\u4e86\u53d8\u5316\u3002\u4ee5\u524d\u6ca1\u6709\u90a3\u4e48\u591a\u7684\u597d\u6e38\u620f\u53ef\u73a9\uff0c\u9047\u5230\u4e0d\u9519\u7684\u5c31\u80fd\u73a9\u597d\u4e45\u3002\u800c\u4e14\u968f\u7740\u5de5\u4f5c\u4e0e\u751f\u6d3b\u7684\u538b\u529b\uff0c\u9762\u5bf9\u4e00\u4e9b\u9700\u8981\u82b1\u65f6\u95f4\u7cbe\u529b\u4e0e\u5b66\u4e60\u4e0e\u5165\u95e8\u7684\u6e38\u620f\uff0c\u5c31\u4f1a\u653e\u5f03\u3002\u8fd9\u4e0d\u662f\u6e38\u620f\u7684\u9519\uff0c\u662f\u6211\u81ea\u5df1\u7684\u95ee\u9898\u3002</p>\n<p>\u6e38\u73a9\u65f6\u957f\u6700\u591a\u7684\u6e38\u620f\u662f\u4ee5\u4e0b\u51e0\u4e2a\uff1a</p>\n<p>Dota2 \uff0c\u5360\u7528\u4e86\u5feb\u4e00\u534a\u7684\u65f6\u95f4\uff0c\u81ea\u8d70\u68cb\u542f\u52a8\u5668\uff0c\u5982\u679c\u6211\u5f1f\u53eb\u6211\u5c31\u548c\u4ed6\u6253\u51e0\u5c40\u52a0\u901f\u6a21\u5f0f\u3002\u8bdd\u8bf4\u4eca\u5e74 TI14 XG \u7adf\u7136\u83b7\u5f97\u4e86\u4e9a\u519b\uff0c\u771f\u8ba9\u4eba\u610f\u60f3\u4e0d\u5230\uff0c\u660e\u5e74 TI \u8fd8\u5728\u4e2d\u56fd\u4e3e\u529e\uff0c\u8ba9\u4eba\u5145\u6ee1\u671f\u5f85\u3002</p>\n<p>\u6e38\u620f\u738b\u5927\u5e08\u51b3\u6597\uff0c\u5df2\u9000\u5751\u3002\u539f\u5148\u5728\u73a9\u70d9\u5370\uff0c\u540e\u9762\u739b\u4e3d\u4e1d\u548c\u96f7\u706b\u4e0a\u7ebf\u5c31\u6211\u5c31\u4e0d\u518d\u4e0a\u7ebf\u4e86\u3002\u6e38\u620f\u738b\u5982\u679c\u73a9\u5b9e\u4f53\u5361\u724c\uff0c\u4f60\u8fd8\u53ef\u4ee5\u8bf4\u80fd\u4ea4\u4e2a\u670b\u53cb\uff0c\u6269\u5927\u4ea4\u9645\u5708\u4e4b\u7c7b\uff0c\u7ebf\u4e0a\u6253\u724c\u5c31\u662f\u7eaf\u7eaf\u5750\u7262\uff0c\u6211\u5e86\u5e78\u7ec8\u4e8e\u4ece\u8fd9\u4e2a\u6df1\u5751\u8df3\u4e86\u51fa\u6765\u3002</p>\n<p>\u8fb9\u7f18\u4e16\u754c\uff0c\u5201\u6c11\u6a21\u62df\u5668\uff0c\u4e0a\u5e1d\u89c6\u89d2\u770b\u7740\u4e00\u7fa4\u5c0f\u4eba\u8dd1\u6765\u8dd1\u53bb\uff0c\u7279\u522b\u6709\u610f\u601d\u3002\u51e0\u4e2a\u6269\u5c55\u5305\u4e5f\u5927\u5927\u4e30\u5bcc\u4e86\u6e38\u620f\u7684\u53ef\u73a9\u6027\uff0c\u597d\u7684\u6a21\u62df\u6e38\u620f\u5c31\u5e94\u8be5\u662f\u8fd9\u6837\u7684\u3002</p>\n<p>\u602a\u7269\u706b\u8f66 2 \uff0c\u4e00\u4ee3\u7684\u52a0\u5f3a\u7248\uff0c\u4e5f\u5ef6\u7eed\u4e86\u4e00\u4ee3\u7684\u723d\u5feb\u611f\u3002\u5982\u679c\u8bf4\u6740\u622e\u5c16\u5854\u505a\u5230\u4e86\u6570\u503c\u4e0e\u5e73\u8861\u7684\u7cbe\u5de7\uff0c\u90a3\u4e48\u602a\u7269\u706b\u8f66 2 \u5c31\u7a81\u51fa\u6570\u503c\u7684\u7206\u70b8\u6210\u957f\u3002\u7528\u5404\u79cd\u65b9\u6cd5\u4e0e\u589e\u76ca\u517b\u51fa\u4e00\u4e2a\u65e0\u654c\u5927\u54e5\uff0c\u7136\u540e\u795e\u6321\u6740\u795e\uff0c\u4f5b\u6321\u6740\u4f5b\u3002</p>\n<h2>\u5b66\u4e60</h2>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/IYkG6yN.png\"/></p>\n<p>\u8fd9\u662f\u6211\u4eca\u5e74\u6700\u6709\u6210\u5c31\u7684\u4e8b\u60c5\uff0c\u90a3\u5c31\u662f\u5b8c\u6210\u4e86\u6c49\u5b57\u6784\u5efa\u6e38\u620f<a href=/html/tag/index.php/\"https://store.steampowered.com/app/4218330/WordJoy/\" rel=\"nofollow\">\u300a\u5b57\u5f97\u5176\u4e50\u300b</a>\u7684\u5f00\u53d1\u4e0e\u4e0a\u67b6 Steam \u3002\u4e00\u76f4\u60f3\u8bf4\u505a\u4e00\u4e2a\u6e38\u620f\uff0c\u78e8\u78e8\u8e6d\u8e6d\u4e86\u597d\u4e45\uff0c\u5728\u5404\u4e2a\u6e38\u620f\u5f15\u64ce\u4e4b\u95f4\u72b9\u8c6b\u4e0d\u51b3\uff0c\u53c8\u662f\u51c6\u5907\u5de5\u4f5c\u4ec0\u4e48\u7684\uff0c\u6700\u540e\u7528\u4e86 LOVE2D \u8fd9\u4e2a\u7eaf\u4ee3\u7801\u5f15\u64ce\uff0c\u5f00\u53d1\u8bed\u8a00\u662f Lua \uff0c\u501f\u52a9 AI 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"<p>\u8fd9\u51e0\u5929\u672c\u6765\u8ba1\u5212\u7740\u7ed9\u81ea\u5df1\u6574\u7406\u4e00\u4efd\u5de5\u4f5c\u5e74\u62a5\uff0c\u539f\u672c\u60f3\u5199\u4e00\u4e2a\u603b\u7ed3\u8d34\u5c31\u5b8c\u4e8b\u4e86\u3002\u6700\u8fd1\u670b\u53cb\u5708\u53c8\u88ab\u7f51\u6613\u4e91\u97f3\u4e50\u7684\u5e74\u62a5\u7ed9\u5237\u5c4f\u4e86...\u6211\u5728\u60f3\u8fd9\u4e00\u5e74\u6211\u5176\u5b9e\u90fd\u5728 GitHub \u4e0a\u505a\u5f00\u6e90\u9879\u76ee\uff0c\u4e3a\u4ec0\u4e48\u4e0d\u7ed9\u81ea\u5df1\u201c\u6574\u201d\u4e00\u4efd\u5c5e\u4e8e\u81ea\u5df1\u7684 GitHub \u5e74\u5ea6\u62a5\u544a\u5462\uff1f</p>\n<p>\u4e3a\u6b64\u6211\u5f00\u53d1\u4e86\u4e00\u4efd\u9ed1\u5ba2\u5e1d\u56fd\u98ce\u683c\u7684 GitHub \u5e74\u62a5\u751f\u6210\u5668\uff0c\u6b22\u8fce\u5927\u5bb6\u8bd5\u7528\u3002</p>\n<p>\u60a8\u53ef\u4ee5\u751f\u6210\u4e00\u4efd\u5c5e\u4e8e\u60a8\u7684 2025 GitHub \u5de5\u4f5c\u5e74\u62a5\uff1a<a href=/html/tag/index.php/\"https://cybergit.u14.app/\" rel=\"nofollow\">CyberGit</a></p>\n<p>Github\uff1a<a href=/html/tag/index.php/\"https://github.com/Amery2010/cybergit\" rel=\"nofollow\">https://github.com/Amery2010/cybergit</a></p>\n<p>\u9875\u9762\u6709\u4e0d\u5c11\u52a8\u6548\uff0c\u56fe\u7247\u6ca1\u6709\u9875\u9762\u70ab\u9177\uff0c\u4e0d\u4fe1\uff0c\u8bf7\u67e5\u6536 <a href=/html/tag/index.php/\"https://cybergit.u14.app/#Amery2010\" rel=\"nofollow\">\u6211\u7684 2025 \u5e74 GitHub \u5de5\u4f5c\u5e74\u62a5</a></p>\n<p><img alt=\"login\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://cdn.u14.app/upload/WX20251231-102539%402x.png\"/></p>\n<p><img alt=\"report\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://cdn.u14.app/upload/WX20251231-102715%402x.png\"/></p>\n<hr/>\n<p>\u8fd9\u4e00\u5e74\u6765\u53d1\u5e03\u4e0e\u66f4\u65b0\u7684\u5f00\u6e90\u9879\u76ee\uff1a</p>\n<p><a href=/html/tag/index.php/\"https://github.com/u14app/deep-research\" rel=\"nofollow\">Deep Research</a> \u5728 GitHub \u4e0a\u534a\u5e74\u5185\u6536\u83b7 4.3k star \u3002\u4f7f\u7528\u4efb\u4f55\u5927\u6a21\u578b\u8bed\u8a00\u6765\u505a\u6df1\u5ea6\u7814\u7a76\u3002</p>\n<p><a href=/html/tag/index.php/\"https://github.com/u14app/gemini-next-chat\" rel=\"nofollow\">Gemini Next Chat</a> \u8fd9\u4e00\u5e74\u5185\u6536\u83b7\u8fd1\u5343 star \uff0c\u76ee\u524d 1.6k star \u3002\u57fa\u4e8e Gemini \u7684\u4e00\u6b3e\u6781\u7b80\u98ce\u683c\u7684\u5bf9\u8bdd\u5de5\u5177\u3002</p>\n<p><a href=/html/tag/index.php/\"https://github.com/Amery2010/peinture\" rel=\"nofollow\">Peinture</a>\uff0c\u53d1\u5e03\u4e00\u4e2a\u6708\uff0c\u76ee\u524d 427 star \u3002\u5408\u7406\u767d\u5ad6\u5927\u516c\u53f8\u7684\u7b97\u529b\u8d44\u6e90\uff0c\u514d\u8d39\u4e0d\u9650\u91cf\u7684\u56fe\u7247\u751f\u6210\u3001\u7f16\u8f91\u5de5\u5177\u3002</p>\n<p><a href=/html/tag/index.php/\"https://github.com/Amery2010/midjourney-prompt-generator\" rel=\"nofollow\">Midjourney Prompt Generator</a>\uff0c\u76ee\u524d 175 star \u3002\u501f\u52a9 AI \u751f\u6210\u4ee4\u4eba\u60ca\u8273\u7684 Midjourney \u63d0\u793a\u8bcd\u3002</p>\n", "last_modified": 1767163406, "replies": 0, "id": 1182410}, {"node": {"avatar_large": "https://cdn.v2ex.com/navatar/70ef/df2e/17_large.png?m=1660301119", "name": "create", "avatar_normal": "https://cdn.v2ex.com/navatar/70ef/df2e/17_normal.png?m=1660301119", "title": "\u5206\u4eab\u521b\u9020", "url": "go/create", "topics": 30116, "footer": "", "header": "\u6b22\u8fce\u4f60\u5728\u8fd9\u91cc\u53d1\u5e03\u81ea\u5df1\u7684\u6700\u65b0\u4f5c\u54c1\uff01", "title_alternative": "Create", "avatar_mini": "https://cdn.v2ex.com/navatar/70ef/df2e/17_mini.png?m=1660301119", "stars": 5881, "aliases": [], "root": false, "id": 17, "parent_node_name": "geek"}, "member": {"id": 663782, "username": "Noah1984", "url": "u/Noah1984", "website": null, "twitter": null, "psn": null, "github": null, "btc": null, "location": null, "tagline": null, "bio": null, "avatar_mini": "https://cdn.v2ex.com/gravatar/a0c525e6d83a858a295a67c5fc853c90?s=24&d=retro", "avatar_normal": "https://cdn.v2ex.com/gravatar/a0c525e6d83a858a295a67c5fc853c90?s=48&d=retro", "avatar_large": "https://cdn.v2ex.com/gravatar/a0c525e6d83a858a295a67c5fc853c90?s=73&d=retro", "created": 1700631603, "last_modified": 1762488742, "pro": 0}, "last_reply_by": "", "last_touched": 1767163186, "title": "\u6211\u5f00\u6e90\u4e86\u4e00\u4e2a LLM \u9a71\u52a8\u7684\u52a0\u5bc6\u91cf\u5316 Alpha \u7814\u7a76\u7cfb\u7edf", "url": "t/1182407", "created": 1767163246, "deleted": 0, "content": "\u6211\u6700\u8fd1\u628a\u81ea\u5df1\u5728\u52a0\u5bc6\u91cf\u5316\u6295\u7814\u91cc\u7528\u7684\u4e00\u5957\u201c\u81ea\u52a8\u5316\u7814\u7a76\u6d41\u6c34\u7ebf\u201d\u6574\u7406\u6210\u4e86\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff1aLLM Alpha \uff08 llmalpha \uff09\r\nRepo\uff1a https://github.com/JiangZhihao123/llmalpha\r\n\r\n\u5b83\u89e3\u51b3\u4ec0\u4e48\u75db\u70b9\uff1f\r\n\r\n\u505a\u91cf\u5316\u7814\u7a76\u6700\u8017\u65f6\u95f4\u7684\u5f80\u5f80\u4e0d\u662f\u201c\u5199\u56de\u6d4b\u6846\u67b6\u201d\uff0c\u800c\u662f\u91cd\u590d\u52b3\u52a8\uff1a\r\n\t\u2022\t\u60f3\u4e00\u4e2a\u5047\u8bbe / \u56e0\u5b50 \u2192 \u5199\u4ee3\u7801 \u2192 \u56de\u6d4b \u2192 \u53d1\u73b0\u4e0d\u884c \u2192 \u6539 \u2192 \u518d\u56de\u6d4b\r\n\t\u2022\t\u66f4\u9ebb\u70e6\u7684\u662f\uff1a\u56de\u6d4b\u597d\u770b\u4e0d\u4ee3\u8868\u7a33\uff0c\u5f97\u505a WF \u3001\u6eda\u52a8\u7a97\u53e3\u3001\u770b\u8870\u51cf\u3001\u770b\u6362\u624b\u6210\u672c\u2026\u2026\r\n\u8fd9\u4e9b\u6d41\u7a0b\u5982\u679c\u9760\u4eba\u5de5\u505a\uff0c\u901f\u5ea6\u6162\u4e14\u5bb9\u6613\u6f0f\u3002\r\n\r\nllmalpha \u7684\u76ee\u6807\u5c31\u662f\u628a\u8fd9\u5957\u6d41\u7a0b\u81ea\u52a8\u5316\uff1a\u8ba9 LLM \u8d1f\u8d23\u63d0\u51fa\u5019\u9009\uff08\u56e0\u5b50/\u4fe1\u53f7/\u7b56\u7565\u903b\u8f91\uff09\u5e76\u751f\u6210\u4ee3\u7801\uff0c\u8ba9\u7cfb\u7edf\u8d1f\u8d23\u5206\u5c42\u9a8c\u8bc1\u3001\u9632\u8fc7\u62df\u5408\u3001\u4ee5\u53ca\u628a\u6210\u529f/\u5931\u8d25\u6c89\u6dc0\u6210\u53ef\u590d\u7528\u7684\u7ecf\u9a8c\u3002\r\n\r\n\u6838\u5fc3\u601d\u8def\uff08\u4e0d\u662f\u7aef\u5230\u7aef\u9ed1\u76d2\u4e0b\u5355\uff09\r\n\r\n\u9879\u76ee\u6309\u884c\u4e1a\u66f4\u5e38\u89c1\u7684\u65b9\u5f0f\u62c6\u6210\u4e09\u5c42\uff1a\r\nFactor \uff08\u56e0\u5b50\uff09\u2192 Signal \uff08\u4fe1\u53f7\uff09\u2192 Strategy \uff08\u7b56\u7565\uff09\r\n\u5e76\u4e14\u628a\u9a8c\u8bc1\u5199\u8fdb\u9ed8\u8ba4\u6d41\u7a0b\u91cc\uff1a\r\n\t\u2022\t\u56e0\u5b50\u5c42\uff1aIC/IR \u3001\u5355\u8c03\u6027\u3001\u6362\u624b\u7b49\uff08\u5148\u62e6\u4f4f\u7eaf\u566a\u58f0\uff09\r\n\t\u2022\t\u4fe1\u53f7\u5c42\uff1a\u80dc\u7387/\u76c8\u4e8f\u6bd4/\u9891\u7387/\u8870\u51cf\u7b49\r\n\t\u2022\t\u7b56\u7565\u5c42\uff1aWalk-Forward \uff08 60/20/20 \uff09+ \u591a\u65f6\u95f4\u6bb5\u6eda\u52a8\u4e00\u81f4\u6027\uff08\u5c3d\u91cf\u7b5b\u6389\u53ea\u5728\u67d0\u6bb5\u884c\u60c5\u6210\u7acb\u7684\u4e1c\u897f\uff09\r\n\r\n\u6b64\u5916\u4f1a\u628a\u6bcf\u6b21\u7814\u7a76\u7684\u6210\u529f/\u5931\u8d25\u539f\u56e0\u5199\u5165 SQLite \u77e5\u8bc6\u5e93\uff0c\u540e\u7eed\u751f\u6210\u5047\u8bbe\u4f1a\u53c2\u8003\u5386\u53f2\u7ecf\u9a8c\uff0c\u5f62\u6210\u95ed\u73af\u3002\r\n\r\n\u5de5\u7a0b\u4e0a\u90fd\u5305\u542b\u4ec0\u4e48\uff1f\r\n\t\u2022\tLLM \u667a\u80fd\u4f53\uff1a\u652f\u6301 OpenAI / Anthropic / Ollama \uff08\u672c\u5730\uff09\r\n\t\u2022\tBinance \u6570\u636e\u4e0b\u8f7d\uff08\u5f02\u6b65\u9ad8\u5e76\u53d1\uff09\r\n\t\u2022\t\u5411\u91cf\u5316\u56de\u6d4b\uff08 VectorBT \uff09\r\n\t\u2022\t\u53c2\u6570\u4f18\u5316\uff08 Optuna \uff09\r\n\t\u2022\tCLI\uff1aresearch / improve / analyze / backtest / kb \u67e5\u8be2\u7b49\r\n\t\u2022\t\u81ea\u52a8\u8865\u6570\u636e\u3001early-stop \u7b49\r\n\r\n3 \u5206\u949f\u4e0a\u624b\r\n\r\n\u521d\u59cb\u5316\u77e5\u8bc6\u5e93\uff1a\r\n\r\nllmalpha kb init\r\n\r\n\u8ba9 LLM \u5f00\u59cb\u5168\u81ea\u52a8\u7814\u7a76\uff08\u7f3a\u6570\u636e\u4f1a\u81ea\u52a8\u4e0b\u8f7d\u5e76\u7ee7\u7eed\uff09\uff1a\r\n\r\nllmalpha agent research\r\n\r\n\u6307\u5b9a\u7814\u7a76\u76ee\u6807/\u7c7b\u522b/\u8fed\u4ee3\u6b21\u6570\uff1a\r\n\r\nllmalpha agent research -r \"\u521b\u5efa\u4e00\u4e2a\u4f7f\u7528 RSI \u548c MACD \u7684\u52a8\u91cf\u7b56\u7565\" -c momentum -n 10\r\n\r\n\u6211\u5e0c\u671b\u6536\u96c6\u7684\u53cd\u9988\r\n\t1.\t\u73b0\u5728\u7684\u9a8c\u8bc1\u6307\u6807/\u9608\u503c\u8bbe\u7f6e\u662f\u5426\u5408\u7406\uff1f\u6709\u6ca1\u6709\u4f60\u4eec\u5e38\u7528\u7684\u66f4\u7a33\u7684\u505a\u6cd5\r\n\t2.\t\u4f60\u66f4\u5e0c\u671b\u5b83\u652f\u6301\u54ea\u4e9b\u6570\u636e\uff08\u73b0\u8d27/\u5408\u7ea6\u3001\u66f4\u591a\u4ea4\u6613\u6240\u3001\u66f4\u591a\u5468\u671f\uff09\r\n\t3.\tfactors/signals/strategies \u7684\u6269\u5c55\u65b9\u5f0f\u662f\u5426\u591f\u6e05\u6670\uff08\u6b22\u8fce PR \uff09\r\n\r\n\u6700\u540e\uff1a\u8fd9\u4e2a\u9879\u76ee\u5b9a\u4f4d\u662f\u201c\u7814\u7a76\u5de5\u5177/\u6846\u67b6\u201d\uff0c\u4e0d\u505a\u6536\u76ca\u627f\u8bfa\uff0c\u4e5f\u4e0d\u9f13\u52b1\u8ddf\u5355\u3002\r\n\u6b22\u8fce\u5927\u5bb6\u62cd\u7816\u3001\u63d0 issue / PR \ud83d\ude4f", "content_rendered": "<p>\u6211\u6700\u8fd1\u628a\u81ea\u5df1\u5728\u52a0\u5bc6\u91cf\u5316\u6295\u7814\u91cc\u7528\u7684\u4e00\u5957\u201c\u81ea\u52a8\u5316\u7814\u7a76\u6d41\u6c34\u7ebf\u201d\u6574\u7406\u6210\u4e86\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff1aLLM Alpha \uff08 llmalpha \uff09\nRepo\uff1a <a href=/html/tag/index.php/\"https://github.com/JiangZhihao123/llmalpha\" rel=\"nofollow\">https://github.com/JiangZhihao123/llmalpha</a></p>\n<p>\u5b83\u89e3\u51b3\u4ec0\u4e48\u75db\u70b9\uff1f</p>\n<p>\u505a\u91cf\u5316\u7814\u7a76\u6700\u8017\u65f6\u95f4\u7684\u5f80\u5f80\u4e0d\u662f\u201c\u5199\u56de\u6d4b\u6846\u67b6\u201d\uff0c\u800c\u662f\u91cd\u590d\u52b3\u52a8\uff1a\n\u2022\t\u60f3\u4e00\u4e2a\u5047\u8bbe / \u56e0\u5b50 \u2192 \u5199\u4ee3\u7801 \u2192 \u56de\u6d4b \u2192 \u53d1\u73b0\u4e0d\u884c \u2192 \u6539 \u2192 \u518d\u56de\u6d4b\n\u2022\t\u66f4\u9ebb\u70e6\u7684\u662f\uff1a\u56de\u6d4b\u597d\u770b\u4e0d\u4ee3\u8868\u7a33\uff0c\u5f97\u505a WF \u3001\u6eda\u52a8\u7a97\u53e3\u3001\u770b\u8870\u51cf\u3001\u770b\u6362\u624b\u6210\u672c\u2026\u2026\n\u8fd9\u4e9b\u6d41\u7a0b\u5982\u679c\u9760\u4eba\u5de5\u505a\uff0c\u901f\u5ea6\u6162\u4e14\u5bb9\u6613\u6f0f\u3002</p>\n<p>llmalpha \u7684\u76ee\u6807\u5c31\u662f\u628a\u8fd9\u5957\u6d41\u7a0b\u81ea\u52a8\u5316\uff1a\u8ba9 LLM \u8d1f\u8d23\u63d0\u51fa\u5019\u9009\uff08\u56e0\u5b50/\u4fe1\u53f7/\u7b56\u7565\u903b\u8f91\uff09\u5e76\u751f\u6210\u4ee3\u7801\uff0c\u8ba9\u7cfb\u7edf\u8d1f\u8d23\u5206\u5c42\u9a8c\u8bc1\u3001\u9632\u8fc7\u62df\u5408\u3001\u4ee5\u53ca\u628a\u6210\u529f/\u5931\u8d25\u6c89\u6dc0\u6210\u53ef\u590d\u7528\u7684\u7ecf\u9a8c\u3002</p>\n<p>\u6838\u5fc3\u601d\u8def\uff08\u4e0d\u662f\u7aef\u5230\u7aef\u9ed1\u76d2\u4e0b\u5355\uff09</p>\n<p>\u9879\u76ee\u6309\u884c\u4e1a\u66f4\u5e38\u89c1\u7684\u65b9\u5f0f\u62c6\u6210\u4e09\u5c42\uff1a\nFactor \uff08\u56e0\u5b50\uff09\u2192 Signal \uff08\u4fe1\u53f7\uff09\u2192 Strategy \uff08\u7b56\u7565\uff09\n\u5e76\u4e14\u628a\u9a8c\u8bc1\u5199\u8fdb\u9ed8\u8ba4\u6d41\u7a0b\u91cc\uff1a\n\u2022\t\u56e0\u5b50\u5c42\uff1aIC/IR \u3001\u5355\u8c03\u6027\u3001\u6362\u624b\u7b49\uff08\u5148\u62e6\u4f4f\u7eaf\u566a\u58f0\uff09\n\u2022\t\u4fe1\u53f7\u5c42\uff1a\u80dc\u7387/\u76c8\u4e8f\u6bd4/\u9891\u7387/\u8870\u51cf\u7b49\n\u2022\t\u7b56\u7565\u5c42\uff1aWalk-Forward \uff08 60/20/20 \uff09+ \u591a\u65f6\u95f4\u6bb5\u6eda\u52a8\u4e00\u81f4\u6027\uff08\u5c3d\u91cf\u7b5b\u6389\u53ea\u5728\u67d0\u6bb5\u884c\u60c5\u6210\u7acb\u7684\u4e1c\u897f\uff09</p>\n<p>\u6b64\u5916\u4f1a\u628a\u6bcf\u6b21\u7814\u7a76\u7684\u6210\u529f/\u5931\u8d25\u539f\u56e0\u5199\u5165 SQLite \u77e5\u8bc6\u5e93\uff0c\u540e\u7eed\u751f\u6210\u5047\u8bbe\u4f1a\u53c2\u8003\u5386\u53f2\u7ecf\u9a8c\uff0c\u5f62\u6210\u95ed\u73af\u3002</p>\n<p>\u5de5\u7a0b\u4e0a\u90fd\u5305\u542b\u4ec0\u4e48\uff1f\n\u2022\tLLM \u667a\u80fd\u4f53\uff1a\u652f\u6301 OpenAI / Anthropic / Ollama \uff08\u672c\u5730\uff09\n\u2022\tBinance \u6570\u636e\u4e0b\u8f7d\uff08\u5f02\u6b65\u9ad8\u5e76\u53d1\uff09\n\u2022\t\u5411\u91cf\u5316\u56de\u6d4b\uff08 VectorBT \uff09\n\u2022\t\u53c2\u6570\u4f18\u5316\uff08 Optuna \uff09\n\u2022\tCLI\uff1aresearch / improve / analyze / backtest / kb \u67e5\u8be2\u7b49\n\u2022\t\u81ea\u52a8\u8865\u6570\u636e\u3001early-stop \u7b49</p>\n<p>3 \u5206\u949f\u4e0a\u624b</p>\n<p>\u521d\u59cb\u5316\u77e5\u8bc6\u5e93\uff1a</p>\n<p>llmalpha kb init</p>\n<p>\u8ba9 LLM \u5f00\u59cb\u5168\u81ea\u52a8\u7814\u7a76\uff08\u7f3a\u6570\u636e\u4f1a\u81ea\u52a8\u4e0b\u8f7d\u5e76\u7ee7\u7eed\uff09\uff1a</p>\n<p>llmalpha agent research</p>\n<p>\u6307\u5b9a\u7814\u7a76\u76ee\u6807/\u7c7b\u522b/\u8fed\u4ee3\u6b21\u6570\uff1a</p>\n<p>llmalpha agent research -r \"\u521b\u5efa\u4e00\u4e2a\u4f7f\u7528 RSI \u548c MACD \u7684\u52a8\u91cf\u7b56\u7565\" -c momentum -n 10</p>\n<p>\u6211\u5e0c\u671b\u6536\u96c6\u7684\u53cd\u9988\n1.\t\u73b0\u5728\u7684\u9a8c\u8bc1\u6307\u6807/\u9608\u503c\u8bbe\u7f6e\u662f\u5426\u5408\u7406\uff1f\u6709\u6ca1\u6709\u4f60\u4eec\u5e38\u7528\u7684\u66f4\u7a33\u7684\u505a\u6cd5\n2.\t\u4f60\u66f4\u5e0c\u671b\u5b83\u652f\u6301\u54ea\u4e9b\u6570\u636e\uff08\u73b0\u8d27/\u5408\u7ea6\u3001\u66f4\u591a\u4ea4\u6613\u6240\u3001\u66f4\u591a\u5468\u671f\uff09\n3.\tfactors/signals/strategies \u7684\u6269\u5c55\u65b9\u5f0f\u662f\u5426\u591f\u6e05\u6670\uff08\u6b22\u8fce PR \uff09</p>\n<p>\u6700\u540e\uff1a\u8fd9\u4e2a\u9879\u76ee\u5b9a\u4f4d\u662f\u201c\u7814\u7a76\u5de5\u5177/\u6846\u67b6\u201d\uff0c\u4e0d\u505a\u6536\u76ca\u627f\u8bfa\uff0c\u4e5f\u4e0d\u9f13\u52b1\u8ddf\u5355\u3002\n\u6b22\u8fce\u5927\u5bb6\u62cd\u7816\u3001\u63d0 issue / PR \ud83d\ude4f</p>\n", "last_modified": 1767163246, "replies": 0, "id": 1182407}, {"node": {"avatar_large": "https://cdn.v2ex.com/navatar/94f6/d7e0/300_large.png?m=1733731195", "name": "programmer", "avatar_normal": "https://cdn.v2ex.com/navatar/94f6/d7e0/300_normal.png?m=1733731195", "title": "\u7a0b\u5e8f\u5458", "url": "go/programmer", "topics": 69151, "footer": "", "header": "While code monkeys are not eating bananas, they're coding.", "title_alternative": "Programmer", "avatar_mini": "https://cdn.v2ex.com/navatar/94f6/d7e0/300_mini.png?m=1733731195", "stars": 9499, "aliases": [], "root": false, "id": 300, "parent_node_name": "computer"}, "member": {"id": 58675, "username": "ytll21", "url": "u/ytll21", "website": "", "twitter": null, "psn": null, "github": null, "btc": null, "location": "", "tagline": "", "bio": "", "avatar_mini": "https://cdn.v2ex.com/gravatar/cbd114cf9096fc7eb0ae0c550a497865?s=24&d=retro", "avatar_normal": "https://cdn.v2ex.com/gravatar/cbd114cf9096fc7eb0ae0c550a497865?s=48&d=retro", "avatar_large": "https://cdn.v2ex.com/gravatar/cbd114cf9096fc7eb0ae0c550a497865?s=73&d=retro", "created": 1395380780, "last_modified": 1395380780, "pro": 0}, "last_reply_by": "TArysiyehua", "last_touched": 1767105613, "title": "\u5728 Vibe Coding \u7684\u5e2e\u52a9\u4e0b\uff0c iOS \u548c\u5b89\u5353\u7684\u65b0\u9879\u76ee\u8fd8\u6709\u5fc5\u8981\u7528\u8de8\u5e73\u53f0\u6280\u672f\u5417\uff1f", "url": "t/1182406", "created": 1767163213, "deleted": 0, "content": "\u5728\u4e0a\u4e00\u4e2a\u9879\u76ee\u91cc\uff0c\u6211\u4f7f\u7528\u7684\u662f Flutter \u6280\u672f\uff0c\u56e0\u4e3a iOS \u548c\u5b89\u5353\u662f\u6211\u4e00\u80a9\u6311\uff0c\u5b9e\u5728\u6ca1\u529e\u6cd5\u53bb\u4e24\u7aef\u540c\u65f6\u5f00\u53d1\u3002\r\n\r\n\u4f46\u662f\u73b0\u5728\u5728 Vibe Coding \u7684\u5e2e\u52a9\u4e0b\uff0c\u6211\u5f00\u59cb\u8003\u8651\u4e0b\u4e00\u4e2a\u9879\u76ee\uff0c\u662f\u4e0d\u662f\u8fd8\u662f\u7528\u539f\u751f\u5f00\u53d1\u4f1a\u66f4\u597d\u70b9\u3002\u6bd5\u7adf Flutter \u867d\u7136\u65b9\u4fbf\uff0c\u4f46\u662f\u4e5f\u603b\u662f\u65f6\u4e0d\u65f6\u4f1a\u6709\u4e00\u4e9b\u6253\u5305\uff0c\u517c\u5bb9\u6027\u4e4b\u7c7b\u7684\u95ee\u9898\u4f1a\u56f0\u6270\u6211\u3002", "content_rendered": "<p>\u5728\u4e0a\u4e00\u4e2a\u9879\u76ee\u91cc\uff0c\u6211\u4f7f\u7528\u7684\u662f Flutter \u6280\u672f\uff0c\u56e0\u4e3a iOS \u548c\u5b89\u5353\u662f\u6211\u4e00\u80a9\u6311\uff0c\u5b9e\u5728\u6ca1\u529e\u6cd5\u53bb\u4e24\u7aef\u540c\u65f6\u5f00\u53d1\u3002</p>\n<p>\u4f46\u662f\u73b0\u5728\u5728 Vibe Coding \u7684\u5e2e\u52a9\u4e0b\uff0c\u6211\u5f00\u59cb\u8003\u8651\u4e0b\u4e00\u4e2a\u9879\u76ee\uff0c\u662f\u4e0d\u662f\u8fd8\u662f\u7528\u539f\u751f\u5f00\u53d1\u4f1a\u66f4\u597d\u70b9\u3002\u6bd5\u7adf Flutter \u867d\u7136\u65b9\u4fbf\uff0c\u4f46\u662f\u4e5f\u603b\u662f\u65f6\u4e0d\u65f6\u4f1a\u6709\u4e00\u4e9b\u6253\u5305\uff0c\u517c\u5bb9\u6027\u4e4b\u7c7b\u7684\u95ee\u9898\u4f1a\u56f0\u6270\u6211\u3002</p>\n", "last_modified": 1767163213, "replies": 1, "id": 1182406}, {"node": {"avatar_large": "https://cdn.v2ex.com/navatar/70ef/df2e/17_large.png?m=1660301119", "name": "create", "avatar_normal": "https://cdn.v2ex.com/navatar/70ef/df2e/17_normal.png?m=1660301119", "title": "\u5206\u4eab\u521b\u9020", "url": "go/create", "topics": 30116, "footer": "", "header": "\u6b22\u8fce\u4f60\u5728\u8fd9\u91cc\u53d1\u5e03\u81ea\u5df1\u7684\u6700\u65b0\u4f5c\u54c1\uff01", "title_alternative": "Create", "avatar_mini": "https://cdn.v2ex.com/navatar/70ef/df2e/17_mini.png?m=1660301119", "stars": 5881, "aliases": [], "root": false, "id": 17, "parent_node_name": "geek"}, "member": {"id": 585989, "username": "i8k", "url": "u/i8k", "website": null, "twitter": null, "psn": null, "github": null, "btc": null, "location": null, "tagline": null, "bio": null, "avatar_mini": "https://cdn.v2ex.com/avatar/1e94/3295/585989_mini.png?m=1764086333", "avatar_normal": "https://cdn.v2ex.com/avatar/1e94/3295/585989_normal.png?m=1764086333", "avatar_large": "https://cdn.v2ex.com/avatar/1e94/3295/585989_large.png?m=1764086333", "created": 1656177644, "last_modified": 1764086333, "pro": 0}, "last_reply_by": "Cheesen", "last_touched": 1767167705, "title": "\u527d\u7a83 V \u53cb\u521b\u610f\uff0c AI \u7cca\u4e86\u4e2a 2026 \u8de8\u5e74\u5012\u8ba1\u65f6\u5c0f\u7f51\u9875", "url": "t/1182405", "created": 1767163145, "deleted": 0, "content": "\u539f\u5e16\uff1a https://v2ex.com/t/1181874#reply13\r\n\r\nhttps://2026.xcodeman.com/\r\n\r\n\u5f15\u5165\u4e86 threejs \u70df\u82b1\u548c\u97f3\u6548\uff0c\u589e\u52a0\u4e86 flipclock \u5012\u8ba1\u65f6", "content_rendered": "<p>\u539f\u5e16\uff1a <a href=/html/tag/index.php/\"https://v2ex.com/t/1181874#reply13\" rel=\"nofollow\">https://v2ex.com/t/1181874#reply13</a></p>\n<p><a href=/html/tag/index.php/\"https://2026.xcodeman.com/\" rel=\"nofollow\">https://2026.xcodeman.com/</a></p>\n<p>\u5f15\u5165\u4e86 threejs \u70df\u82b1\u548c\u97f3\u6548\uff0c\u589e\u52a0\u4e86 flipclock 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\u767b\u5f55\u754c\u9762\u8981\u7b49\u5f85\u6570\u5206\u949f\u624d\u51fa\u73b0\u8d26\u53f7\u5bc6\u7801\u767b\u5f55\u754c\u9762\uff0c\u767b\u5f55\u540e\u8fdb\u884c\u6587\u4ef6\u4e0b\u8f7d\u4e5f\u662f\u901f\u5ea6\u5728 1KB \u4ee5\u4e0b\uff0c\u4e00\u6bb5\u65f6\u95f4\u540e\u4f1a\u62a5\u7f51\u7edc\u9519\u8bef\uff0cpt \u4fdd\u79cd 30 \u4f59 tb \u4f46\u662f\u603b\u4e0a\u4f20\u4f1a\u5361 30-200kb \u5de6\u53f3<br />\t4 \u5bb6\u4e2d\u7684\u5bbd\u5e26\u4e00\u65e6\u6709\u8fc5\u96f7\u4e0b\u8f7d\u3001\u5fae\u4fe1\u89c6\u9891\u7535\u8bdd\u3001\u7f51\u76d8\u5907\u4efd\u7b49\u6d41\u91cf\u4ea7\u751f\uff0c\u77ac\u95f4\u6574\u4e2a\u7f51\u7edc\u5947\u5361\u65e0\u6bd4\uff0c\u6253\u6e38\u620f\u4e22\u5305\uff0c\u8bbf\u95ee\u7f51\u9875\u4e5f\u4f1a\u76f4\u63a5\u8f6c\u5708\u8d85\u65f6\u3002<br />\t5 \u4f7f\u7528 iperf3 \u8fdb\u884c\u6253\u6d41\uff0c\u53e6\u4e00\u7aef\u4e0d\u7ba1\u662f\u4f7f\u7528\u4e91\u4e3b\u673a\u3001\u79fb\u52a8\u6570\u636e\u6d41\u91cf\u3001\u5176\u4ed6\u7684\u5bbd\u5e26\u3001\u4e0d\u7ba1\u662f\u7535\u4fe1\u8fd8\u662f\u8054\u901a\u79fb\u52a8\u7b49\uff0ctcp \u4e0e udp \u901f\u5ea6\u5747\u4e3a 1mbps \u4ee5\u4e0b\u3002<br />\t6 \u524d\u5f80\u90bb\u5c45\u5bb6\u8fdb\u884c\u6d4b\u901f\u53d1\u73b0\u4e00\u5207\u6b63\u5e38\uff0c\u4e0e\u90bb\u5c45\u7684\u7535\u4fe1\u5bbd\u5e26\u5b89\u88c5\u5728\u540c\u4e00\u4e2a pon \u53e3\uff0c\u4ee5\u6b64\u5224\u65ad\u88ab\u6c5f\u82cf\u7535\u4fe1\u7279\u522b\u5bf9\u5f85\uff01<br />\u9644\u4e0a\u4e00\u4e9b iperf3 \u6d4b\u901f\u56fe\u548c todesk \u7b49\u8f6f\u4ef6\u4f7f\u7528\u7684\u56fe<br /> <a target=\"_blank\" href=/html/tag/index.php/\"https://i.imgur.com/vHswaBM.jpeg\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/vHswaBM.jpeg\" class=\"embedded_image\" rel=\"noreferrer\"></a><a target=\"_blank\" href=/html/tag/index.php/\"https://i.imgur.com/DvkY9w8.jpeg\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/DvkY9w8.jpeg\" class=\"embedded_image\" rel=\"noreferrer\"></a><br /> <a target=\"_blank\" href=/html/tag/index.php/\"https://i.imgur.com/F8ohE14.jpeg\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/F8ohE14.jpeg\" class=\"embedded_image\" rel=\"noreferrer\"></a><br /><br /><br /><br />9 \u6708\u62a5\u4fee\u81f3\u7535\u4fe1\u540e\u6700\u521d\u88c5\u7ef4\u4e0a\u95e8\u4f7f\u7528 pda \u6d4b\u901f\u5f02\u5e38\uff0c\u540e\u7eed\u8bf4\u7b49\u5f85\u540e\u53f0\u6392\u67e5\u56de\u590d\uff0c\u968f\u540e\u6ca1\u6709\u97f3\u4fe1\uff0c\u540e\u53f0\u4e0d\u77e5\u9053\u505a\u4ec0\u4e48\u5c0f\u52a8\u4f5c\u9ed8\u9ed8\u4fee\u6539\u3002\u5f85\u6211\u770b\u4e00\u6bb5\u65f6\u95f4\u6ca1\u56de\u590d\u540e\u518d\u6b21\u62a5\u4fee\uff0c\u518d\u6b21\u4e0a\u95e8\u65f6\uff0cpda \u6d4b\u901f\u5df2\u7ecf\u6b63\u5e38\uff0c\u800c\u4ee5\u4e0a\u95ee\u9898\u4f9d\u65e7\u5b58\u5728\uff0c\u73b0\u5728\u8bbf\u95ee\u6d4b\u901f\u7f51\u7ad9\u6d4b\u901f\u5747\u6b63\u5e38\uff0c\u4f46\u662f iperf3 \u4f9d\u65e7\u539f\u5f62\u6bd5\u9732\u3002\u81ea\u6b64\u5f00\u59cb\u53cd\u590d\u62c9\u952f\uff0c\u7535\u4fe1\u5ba2\u670d\u8868\u793a\u53ea\u80fd\u4fdd\u8bc1\u4ed6\u4eec\u7684\u5e08\u5085\u4e0a\u95e8\u6d4b\u901f\u662f\u6b63\u5e38\uff0c\u5176\u4f59\u7684\u4e0d\u505a\u4fdd\u8bc1\uff08\u6b64\u6bb5\u6709\u901a\u8bdd\u5f55\u97f3\uff09\u300211 \u6708\u901a\u8fc7\u901a\u4fe1\u7ba1\u7406\u5c40\u6295\u8bc9\uff0c6 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\u67e5\u8be2\u53d1\u73b0\u7531\u57ce\u533a\u7684 bras \u6539\u4e3a\u8ddd\u79bb 30km+\u7684\u90ca\u533a\uff0c\u540c olt \u4e0b\u7684\u9886\u5c45\u5bb6\u5bbd\u5e26\u4f9d\u65e7\u4e3a\u57ce\u533a bras \uff0c\u5411\u7535\u4fe1\u5de5\u4f5c\u4eba\u5458\u95ee\u53ca\u4e3a\u4f55\u8fdb\u884c\u7279\u6b8a\u8bbe\u7f6e\u65f6\u7535\u4fe1\u7684\u56de\u590d\u662f\u6b63\u5e38\u5272\u63a5\uff0c\u4f46\u4e0d\u61c2\u53ea\u5272\u63a5\u6211\u4ee5\u4e3a\u7528\u6237\u662f\u4f5c\u4f55\u610f\u4e49\uff1f\uff08\u4ee5\u4e0a\u4e3a\u5728\u6211\u7684\u4e00\u518d\u8981\u6c42\u4e0b\uff0c\u8981\u6c42\u4e00\u4f4d\u7535\u4fe1\u516c\u53f8\u7684\u6280\u672f\u4eba\u5458\u56de\u7535\u800c\u4e0d\u662f\u6295\u8bc9\u5904\u7406\u90e8\u95e8\u8bf4\u5957\u8bdd\u540e\u4e00\u4e2a 0519 \u5f00\u5934\u7684\u5ea7\u673a\u6253\u5165\u7684\u7535\u8bdd\uff09\u540c\u65f6\u5bf9\u65b9\u5728\u6211\u95ee\u53ca iperf3 \u4e3a\u4ec0\u4e48\u901f\u5ea6\u4e0d\u8d85\u8fc7 1mbps \u65f6\uff0c\u4ed6\u4eec\u8868\u793a iperf3 \u4ed6\u4eec\u77e5\u9053\u4f46\u662f\u53ea\u4e00\u822c\u7528\u4e8e\u4e13\u7ebf\u7684\u6d4b\u8bd5\uff0c\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u6211\u7684\u901f\u5ea6\u4e0d\u8d85\u8fc7 1 \u4ee5\u53ca\u4f7f\u7528\u8fc7\u7a0b\u4e2d\u7684\u95ee\u9898\uff0c\u4ed6\u4eec\u8868\u793a\u4e86\u89e3\u540e\u4e0a\u62a5\u8fc7\u7701\u516c\u53f8\u4f46\u7701\u516c\u53f8\u7684\u56de\u590d\u662f\u4e00\u5207\u6b63\u5e38\uff1f\uff08\u662f\u5426\u771f\u7684\u4e0a\u62a5\u771f\u5b9e\u6027\u672a\u77e5\uff1f\u8fd9\u4e48\u5927\u7684\u8fd0\u8425\u5546\u7701\u7ea7\u5c42\u9762\u90fd\u89e3\u51b3\u4e0d\u4e86\u8fd9\u79cd\u65e5\u5e38\u7684\u95ee\u9898\uff1f\uff09<br /><br />\u6c42\u5404\u4f4d\u5927\u4f6c\u652f\u652f\u62db\uff0c\u76ee\u524d\u5df2\u7ecf\u8bd5\u8fc7\u7684\u529e\u6cd5\u6709\u5de5\u4fe1\u90e8\u3001\u901a\u8baf\u7ba1\u7406\u5c40\u3001\u4e2d\u56fd\u7535\u4fe1\u670d\u52a1\u8d28\u91cf\u76d1\u7763\u70ed\u7ebf\u53ca 10000 \uff0c\u56e0\u4e3a\u6c5f\u82cf\u4e09\u5927\u8fd0\u8425\u5546\u7684\u516c\u7f51\u73b0\u5728\u5747\u7533\u8bf7\u4e0d\u5230\u4e86\uff0c\u6240\u4ee5\u8fd9\u6761\u7535\u4fe1\u5bbd\u5e26\u76f8\u5f53\u4e8e\u662f\u7edd\u7248\u7684\u516c\u7f51 ip \uff0c\u6240\u4ee5\u60f3\u5982\u4f55\u5c3d\u53ef\u80fd\u7684\u4fdd\u4e0b\u8fd9\u4e2a\u516c\u7f51 ip \u3002", "last_modified": 1767163059, "replies": 10, "id": 1182404}, {"node": {"avatar_large": "https://cdn.v2ex.com/navatar/38af/8613/176_large.png?m=1644885960", "name": "car", "avatar_normal": "https://cdn.v2ex.com/navatar/38af/8613/176_normal.png?m=1644885960", "title": "\u6c7d\u8f66", "url": "go/car", "topics": 3109, "footer": "", "header": "\u5173\u4e8e\u4e70\u8f66\u3001\u5f00\u8f66\u53ca\u6c7d\u8f66\u6587\u5316\u7684\u6280\u672f\u8ba8\u8bba", "title_alternative": "Car", "avatar_mini": "https://cdn.v2ex.com/navatar/38af/8613/176_mini.png?m=1644885960", "stars": 2232, "aliases": [], "root": false, "id": 176, "parent_node_name": "life"}, "member": 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\u7247\u6bb5\u6d41\u7684\u589e\u91cf\u89e3\u6790\u5668\uff08Go\uff09", "url": "t/1182401", "created": 1767160233, "deleted": 0, "content": "\u6700\u8fd1\u5728 LLM Stream \u573a\u666f\u4e0b\u8e29\u4e86\u4e2a\u5751\uff1a\r\n\r\n\u6a21\u578b\u8f93\u51fa\u7684\u662f JSON \uff0c\u4f46\u8981\u7b49\u5b8c\u6574\u95ed\u5408\u624d\u80fd\u5904\u7406\uff0c\u524d\u7aef\u4f53\u9a8c\u5f88\u5dee\u3002\r\n\r\n\u5c31\u8bd5\u7740\u5199\u4e86\u4e2a\u57fa\u4e8e JSON \u7247\u6bb5\u6d41\u7684\u589e\u91cf\u89e3\u6790\u5668\uff0c\u53ef\u4ee5\u5728\u5bf9\u8c61\u8fd8\u6ca1\u5b8c\u5168\u751f\u6210\u5b8c\u65f6\u5c31\u89e6\u53d1\u56de\u8c03\u5904\u7406\u3002\r\n\r\n\u987a\u624b\u5f00\u6e90\u4e86\u4e00\u4e0b\uff0c\u8bb0\u5f55\u4e00\u6b21\u5de5\u7a0b\u5b9e\u8df5\u3002\r\n\r\nhttps://github.com/codeforgee/stream", "content_rendered": "<p>\u6700\u8fd1\u5728 LLM Stream \u573a\u666f\u4e0b\u8e29\u4e86\u4e2a\u5751\uff1a</p>\n<p>\u6a21\u578b\u8f93\u51fa\u7684\u662f JSON 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"\u5206\u4eab\u4f60\u770b\u5230\u7684\u597d\u73a9\u7684\uff0c\u6709\u4fe1\u606f\u91cf\u7684\uff0c\u6b22\u8fce\u4ece\u8fd9\u91cc\u83b7\u53d6\u7075\u611f\u3002", "title_alternative": "Share", "avatar_mini": "https://cdn.v2ex.com/navatar/c74d/97b0/16_mini.png?m=1727584731", "stars": 6206, "aliases": [], "root": false, "id": 16, "parent_node_name": "v2ex"}, "member": {"id": 496074, "username": "huifer", "url": "u/huifer", "website": null, "twitter": null, "psn": null, "github": null, "btc": null, "location": null, "tagline": null, "bio": null, "avatar_mini": "https://cdn.v2ex.com/avatar/a9c7/cf95/496074_mini.png?m=1751869226", "avatar_normal": "https://cdn.v2ex.com/avatar/a9c7/cf95/496074_normal.png?m=1751869226", "avatar_large": "https://cdn.v2ex.com/avatar/a9c7/cf95/496074_large.png?m=1751869226", "created": 1592914599, "last_modified": 1751869226, "pro": 0}, "last_reply_by": "", "last_touched": 1767145702, "title": "[\u5f00\u6e90\u5206\u4eab] Claude-Ally-Health\uff1a\u4e0d\u4ec5\u662f AI\uff0c\u66f4\u662f\u4f60\u7684\u79c1\u6709\u5316\u9996\u5e2d\u533b\u7597\u5b98 , \u4e5f\u6c42 star", "url": "t/1182400", "created": 1767160102, "deleted": 0, "content": "**Claude-Ally-Health** \u662f\u4e00\u4e2a\u57fa\u4e8e **Claude Code** \u6784\u5efa\u7684\u5f00\u6e90\u4e2a\u4eba\u533b\u7597\u6570\u636e\u4e2d\u5fc3\u3002\u5b83\u6253\u7834\u4e86\u4f20\u7edf\u533b\u7597 App \u7684\u6a21\u5f0f\uff0c\u91c7\u7528**\u7eaf\u672c\u5730\u6587\u4ef6\u7cfb\u7edf (FileSystem)** \u5b58\u50a8\uff0c\u65e0\u9700\u6570\u636e\u5e93\uff0c\u6570\u636e\u5b8c\u5168\u79c1\u6709\u5316\u3002\r\n\r\n\u5b83\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u8bb0\u5f55\u5de5\u5177\uff0c\u66f4\u5229\u7528\u4e86 Claude \u5f3a\u5927\u7684 AI \u80fd\u529b\uff0c\u4e3a\u4f60\u63d0\u4f9b\u4ece\u201c\u770b\u4e0d\u61c2\u7684\u68c0\u67e5\u5355\u201d\u5230\u201c\u4e13\u4e1a\u7684\u4e13\u5bb6\u4f1a\u8bca\u201d\u7684\u4e00\u7ad9\u5f0f\u5065\u5eb7\u7ba1\u7406\u65b9\u6848\u3002\r\n\r\n** [\u6838\u5fc3\u9ed1\u79d1\u6280] **\r\n1. **\u6570\u636e\u7edd\u5bf9\u79c1\u6709** \ud83d\udd12\uff1a\u6240\u6709\u6570\u636e\u4ee5 JSON \u683c\u5f0f\u5b58\u50a8\u5728\u4f60\u7684\u672c\u5730\u786c\u76d8\uff0c\u7edd\u4e0d\u4e0a\u4f20\u4e91\u7aef\uff0c\u4f60\u7684\u5065\u5eb7\u79d8\u5bc6\u53ea\u6709\u4f60\u81ea\u5df1\u77e5\u9053\u3002\r\n2. **AI \u8bfb\u56fe\u795e\u5668** \ud83d\uddbc\ufe0f\uff1a\u770b\u4e0d\u61c2\u7684\u751f\u5316\u68c0\u67e5\u5355\u3001\u590d\u6742\u7684 CT/MRI \u5f71\u50cf\uff0c\u4e00\u6761\u547d\u4ee4 `/save-report`\uff0cAI \u81ea\u52a8\u63d0\u53d6\u5173\u952e\u6307\u6807\u5e76\u7ed3\u6784\u5316\u5b58\u50a8\u3002\r\n3. **\u836f\u7269\u5b89\u5168\u536b\u58eb** \ud83d\udc8a\uff1a\u5185\u7f6e\u667a\u80fd\u836f\u7269\u76f8\u4e92\u4f5c\u7528\u68c0\u6d4b\u5e93\uff0c\u652f\u6301\u4e94\u7ea7\u9884\u8b66\uff08 A/B/C/D/X \uff09\uff0c\u81ea\u52a8\u8bc6\u522b\u836f\u7269\u51b2\u7a81\uff0c\u5b88\u62a4\u7528\u836f\u5b89\u5168\u3002\r\n4. **\u79c1\u4eba\u4e13\u5bb6\u4f1a\u8bca (MDT)** \ud83d\udc68\u200d\u2695\ufe0f\uff1a\u62e5\u6709\u5fc3\u5185\u3001\u5185\u5206\u6ccc\u3001\u80bf\u7624\u7b49 9 \u5927\u4e13\u79d1\u7684 AI \u4e13\u5bb6 Skill \uff0c\u4e00\u6761 `/consult` \u547d\u4ee4\u5373\u53ef\u542f\u52a8\u591a\u5b66\u79d1\u4e13\u5bb6\u4f1a\u8bca\uff0c\u7ed9\u51fa\u7efc\u5408\u5206\u6790\u5efa\u8bae\u3002\r\n5. **\u6781\u5ba2\u8303\u513f\u64cd\u4f5c** \ud83d\ude80\uff1a\u57fa\u4e8e Claude Code \u547d\u4ee4\u884c\u4ea4\u4e92\uff0c`/surgery` \u8bb0\u624b\u672f\u3001`/radiation` \u67e5\u8f90\u5c04\u5242\u91cf\uff0c\u64cd\u4f5c\u5982\u5199\u4ee3\u7801\u822c\u6d41\u7545\u9ad8\u6548\u3002\r\n\r\n** [\u9002\u7528\u4eba\u7fa4] **\r\n* \u6ce8\u91cd\u6570\u636e\u9690\u79c1\u7684\u6280\u672f\u6781\u5ba2\r\n* \u9700\u8981\u957f\u671f\u7ba1\u7406\u6162\u6027\u75c5\u7684\u60a3\u8005\u53ca\u5bb6\u5c5e\r\n* \u5e0c\u671b\u7cfb\u7edf\u5316\u7ba1\u7406\u5bb6\u5ead\u5065\u5eb7\u6863\u6848\u7684\u4eba\u7fa4\r\n\r\n** [\u7acb\u5373\u4f53\u9a8c] **\r\n\ud83d\udc49 GitHub: [https://github.com/huifer/Claude-Ally-Health]( https://github.com/huifer/Claude-Ally-Health)\r\n\u8ba9 AI \u6210\u4e3a\u4f60\u6700\u5fe0\u5b9e\u7684\u5065\u5eb7\u76df\u53cb\uff01", "content_rendered": "<p><strong>Claude-Ally-Health</strong> \u662f\u4e00\u4e2a\u57fa\u4e8e <strong>Claude Code</strong> \u6784\u5efa\u7684\u5f00\u6e90\u4e2a\u4eba\u533b\u7597\u6570\u636e\u4e2d\u5fc3\u3002\u5b83\u6253\u7834\u4e86\u4f20\u7edf\u533b\u7597 App \u7684\u6a21\u5f0f\uff0c\u91c7\u7528<strong>\u7eaf\u672c\u5730\u6587\u4ef6\u7cfb\u7edf (FileSystem)</strong> \u5b58\u50a8\uff0c\u65e0\u9700\u6570\u636e\u5e93\uff0c\u6570\u636e\u5b8c\u5168\u79c1\u6709\u5316\u3002</p>\n<p>\u5b83\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u8bb0\u5f55\u5de5\u5177\uff0c\u66f4\u5229\u7528\u4e86 Claude \u5f3a\u5927\u7684 AI 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