{"id":27372,"date":"2025-03-02T20:57:06","date_gmt":"2025-03-02T12:57:06","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=27372"},"modified":"2025-03-02T20:57:06","modified_gmt":"2025-03-02T12:57:06","slug":"ai-coding-bianjiqi","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/ai-coding-bianjiqi\/","title":{"rendered":"AI Coding \u7f16\u8f91\u5668\uff1a\u63ed\u79d8 Cline \u7684\u5de5\u4f5c\u539f\u7406"},"content":{"rendered":"

\u8fd1\u5e74\u6765\uff0c\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u6280\u672f\u5728\u7f16\u7a0b\u9886\u57df\u5f15\u53d1\u4e86\u4e00\u573a\u6df1\u523b\u7684\u53d8\u9769\u3002\u4ece v0\u3001bolt.new\uff0c\u5230\u96c6\u6210 Agent \u6280\u672f\u7684\u7f16\u7a0b\u5de5\u5177\u5982 Cursor<\/a> \u548c Windsurf\uff0cAI Coding \u5c55\u73b0\u51fa\u4e86\u5728\u8f6f\u4ef6\u5f00\u53d1\u6d41\u7a0b\u4e2d\u626e\u6f14\u5173\u952e\u89d2\u8272\u7684\u5de8\u5927\u6f5c\u529b\uff0c\u5c24\u5176\u662f\u5728\u5feb\u901f\u539f\u578b\u5f00\u53d1\u548c\u6982\u5ff5\u9a8c\u8bc1\u9636\u6bb5\u3002\u4ece\u6700\u521d\u7684 AI \u8f85\u52a9\u7f16\u7801\u53d1\u5c55\u5230\u5982\u4eca\u7684\u76f4\u63a5\u9879\u76ee\u751f\u6210\uff0c\u80cc\u540e\u7684\u6280\u672f\u539f\u7406\u7a76\u7adf\u662f\u600e\u6837\u7684\uff1f<\/p>\n

\"AI<\/p>\n

 <\/p>\n

\u672c\u6587\u5c06\u4ee5\u5f00\u6e90\u9879\u76ee Cline<\/a> \u4e3a\u4f8b\uff0c\u6df1\u5165\u5256\u6790\u5f53\u524d AI Coding \u4ea7\u54c1\u7684\u5b9e\u73b0\u601d\u8def\uff0c\u5e2e\u52a9\u8bfb\u8005\u4e86\u89e3\u5176\u6df1\u5c42\u539f\u7406\uff0c\u4ece\u800c\u66f4\u597d\u5730\u5e94\u7528 AI \u7f16\u8f91\u5668\u63d0\u5347\u5f00\u53d1\u6548\u7387\u3002<\/p>\n

\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u4e0d\u540c\u7684 AI Coding \u7f16\u8f91\u5668\u5728\u5177\u4f53\u5b9e\u73b0\u4e0a\u53ef\u80fd\u5b58\u5728\u5dee\u5f02\u3002\u6b64\u5916\uff0c\u672c\u6587\u6682\u4e0d\u6df1\u5165\u63a2\u8ba8 Tool Use\uff08\u5de5\u5177\u8c03\u7528\uff09\u7684\u5177\u4f53\u5b9e\u73b0\u7ec6\u8282\u3002<\/p><\/blockquote>\n

Cline \u7684\u5de5\u4f5c\u6d41\u7a0b\u6982\u89c8<\/h2>\n

\u4e3a\u4e86\u66f4\u6e05\u6670\u5730\u5c55\u793a Cline \u7684\u8fd0\u4f5c\u65b9\u5f0f\uff0c\u6211\u4eec\u5148\u6765\u770b\u4e00\u4e0b\u5176\u5de5\u4f5c\u6d41\u7a0b\u7684\u793a\u610f\u56fe\uff1a<\/p>\n

\"AI<\/p>\n

Cline \u7684\u6838\u5fc3\u673a\u5236\u662f\u6709\u6548\u5229\u7528\u7cfb\u7edf\u63d0\u793a\u8bcd (System Prompt) \u548c\u5927\u8bed\u8a00\u6a21\u578b (LLM) \u7684\u6307\u4ee4\u9075\u5faa\u80fd\u529b\u3002\u5728\u542f\u52a8\u7f16\u7a0b\u4efb\u52a1\u65f6\uff0cCline \u4f1a\u6536\u96c6\u5305\u62ec\u7cfb\u7edf\u63d0\u793a\u8bcd\u3001\u7528\u6237\u81ea\u5b9a\u4e49\u63d0\u793a\u3001\u7528\u6237\u8f93\u5165\u4ee5\u53ca\u9879\u76ee\u73af\u5883\u4fe1\u606f\uff08\u4f8b\u5982\u9879\u76ee\u6587\u4ef6\u5217\u8868\u3001\u5f53\u524d\u6253\u5f00\u7684\u7f16\u8f91\u5668\u6807\u7b7e\u9875\u7b49\uff09\u5728\u5185\u7684\u6240\u6709\u76f8\u5173\u4fe1\u606f\uff0c\u5e76\u5c06\u8fd9\u4e9b\u4fe1\u606f\u6574\u5408\u540e\u63d0\u4ea4\u7ed9 LLM\u3002<\/p>\n

LLM \u63a5\u6536\u5230\u8fd9\u4e9b\u4fe1\u606f\u540e\uff0c\u4f1a\u6839\u636e\u6307\u4ee4\u751f\u6210\u76f8\u5e94\u7684\u89e3\u51b3\u65b9\u6848\u548c\u64cd\u4f5c\u6307\u4ee4\u3002Cline \u968f\u540e\u89e3\u6790 LLM \u8fd4\u56de\u7684\u64cd\u4f5c\u6307\u4ee4\uff0c\u4f8b\u5982\u00a0<execute_command \/><\/code>\u00a0(\u6267\u884c\u547d\u4ee4) \u548c\u00a0<read_file \/><\/code>\u00a0(\u8bfb\u53d6\u6587\u4ef6) \u7b49\uff0c\u5e76\u8c03\u7528\u9884\u5148\u7f16\u5199\u597d\u7684 Tool Use\uff08\u5de5\u5177\u8c03\u7528\uff09\u80fd\u529b\u6765\u6267\u884c\u8fd9\u4e9b\u64cd\u4f5c\uff0c\u5e76\u5c06\u64cd\u4f5c\u7ed3\u679c\u53cd\u9988\u7ed9 LLM \u8fdb\u884c\u540e\u7eed\u5904\u7406\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cCline \u5728\u5b8c\u6210\u5355\u6b21\u7f16\u7a0b\u4efb\u52a1\u7684\u8fc7\u7a0b\u4e2d\uff0c\u901a\u5e38\u9700\u8981\u591a\u6b21\u4e0e LLM \u8fdb\u884c\u4ea4\u4e92\uff0c\u901a\u8fc7\u591a\u8f6e\u5bf9\u8bdd\u9010\u6b65\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u3002<\/p>\n

\u7cfb\u7edf\u63d0\u793a\u8bcd (System Prompt) \u7684\u4f5c\u7528<\/h2>\n

Cline \u7684\u7cfb\u7edf\u63d0\u793a\u8bcd\u8bbe\u8ba1\u501f\u9274\u4e86 v0 \u7684\u601d\u8def\uff0c\u5e76\u91c7\u7528 Markdown \u548c XML \u683c\u5f0f\u7f16\u5199\u3002\u7cfb\u7edf\u63d0\u793a\u8bcd\u7684\u6838\u5fc3\u4f5c\u7528\u662f\u8be6\u7ec6\u5b9a\u4e49 LLM \u7684 Tool Use\uff08\u5de5\u5177\u8c03\u7528\uff09\u89c4\u5219\u548c\u4f7f\u7528\u793a\u4f8b\uff0c\u4ece\u800c\u6307\u5bfc LLM \u5982\u4f55\u6709\u6548\u5730\u5229\u7528\u5404\u79cd\u5de5\u5177\u6765\u5b8c\u6210\u7f16\u7a0b\u4efb\u52a1\u3002<\/p>\n

Cline \u7684\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e2d\uff0c\u8be6\u7ec6\u89c4\u5b9a\u4e86 Tool Use \u7684\u683c\u5f0f\u89c4\u8303\uff1a<\/p>\n

# Tool Use Formatting\r\nTool use is formatted using XML-style tags. The tool name is enclosed in opening and closing tags, and each parameter is similarly enclosed within its own set of tags. Here's the structure:\r\n<tool_name>\r\n<parameter1_name>value1<\/parameter1_name>\r\n<parameter2_name>value2<\/parameter2_name>\r\n...\r\n<\/tool_name>\r\nFor example:\r\n<read_file>\r\n<path>src\/main.js<\/path>\r\n<\/read_file>\r\nAlways adhere to this format for the tool use to ensure proper parsing and execution.\r\n# Tools\r\n## execute_command\r\n## write_to_file\r\n...\r\n## Example 4: Requesting to use an MCP<\/a> tool\r\n<use_mcp_tool>\r\n<server_name>weather-server<\/server_name>\r\n<tool_name>get_forecast<\/tool_name>\r\n\t<arguments>\r\n{\r\n\"city\": \"San Francisco\",\r\n\"days\": 5\r\n}\r\n<\/arguments>\r\n<\/use_mcp_tool>\r\n<\/code><\/pre>\n
\u6b64\u5916\uff0c\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e2d\u8fd8\u4f1a\u6ce8\u5165 MCP (Model Context Protocol) \u670d\u52a1\u5668\u7684\u76f8\u5173\u4fe1\u606f\uff0c\u4ee5\u4fbf LLM \u80fd\u591f\u5229\u7528 MCP \u670d\u52a1\u5668\u63d0\u4f9b\u7684\u989d\u5916\u5de5\u5177\u548c\u8d44\u6e90\uff0c\u6269\u5c55\u81ea\u8eab\u7684\u80fd\u529b\u3002<\/strong><\/p>\n
MCP SERVERS\r\nThe Model Context Protocol<\/a> (MCP) enables communication between the system and locally running MCP servers that provide additional tools and resources to extend your capabilities.\r\n# Connected MCP Servers\r\n...\r\n<\/code><\/pre>\n
\u7528\u6237\u8fd8\u53ef\u4ee5\u901a\u8fc7\u00a0.clinerules\u00a0\u6587\u4ef6\u5c06\u81ea\u5b9a\u4e49\u6307\u4ee4\u6ce8\u5165\u5230\u7cfb\u7edf\u63d0\u793a\u8bcd\u4e2d\uff0c\u4ece\u800c\u8fdb\u4e00\u6b65\u5b9a\u5236 Cline \u7684\u884c\u4e3a\u3002<\/strong><\/p>\n
\u7531\u6b64\u53ef\u4ee5\u63a8\u6d4b\uff0cCursor \u548c WindSurf \u7b49 AI Coding \u7f16\u8f91\u5668\u53ef\u80fd\u4e5f\u91c7\u7528\u4e86\u7c7b\u4f3c\u7684\u673a\u5236\uff0c\u901a\u8fc7\u00a0.cursorrules\u00a0\u7b49\u914d\u7f6e\u6587\u4ef6\u6765\u6ce8\u5165\u7528\u6237\u81ea\u5b9a\u4e49\u6307\u4ee4\u3002<\/strong><\/p><\/blockquote>\n
\u53ef\u4ee5\u770b\u51fa\uff0cCline \u7684\u6838\u5fc3\u662f\u4f9d\u8d56 LLM \u7684\u6307\u4ee4\u9075\u5faa\u80fd\u529b\u6765\u5b8c\u6210\u7f16\u7a0b\u4efb\u52a1\u3002\u56e0\u6b64\uff0c\u4e3a\u4e86\u786e\u4fdd LLM \u8f93\u51fa\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\uff0cCline \u5c06\u6a21\u578b\u7684 temperature \u53c2\u6570\u8bbe\u7f6e\u4e3a\u00a00\u3002Temperature \u53c2\u6570\u63a7\u5236\u7740 LLM \u8f93\u51fa\u7684\u968f\u673a\u6027\uff0c\u8bbe\u7f6e\u4e3a 0 \u610f\u5473\u7740 LLM \u5c06\u59cb\u7ec8\u9009\u62e9\u6700\u6709\u53ef\u80fd\u7684\u8f93\u51fa\u7ed3\u679c\uff0c\u4ece\u800c\u4fdd\u8bc1\u4efb\u52a1\u6267\u884c\u7684\u786e\u5b9a\u6027\u3002<\/strong><\/p>\n
const stream = await this.client.chat.completions.create({\r\nmodel: this.options.openAiModelId ?? \"\",\r\nmessages: openAiMessages,\r\ntemperature: 0, \/\/ \u88ab\u8bbe\u7f6e\u6210\u4e86 0\r\nstream: true,\r\nstream_options: { include_usage: true },\r\n})\r\n<\/code><\/pre>\n
\u7b2c\u4e00\u8f6e\u8f93\u5165\uff1a\u6536\u96c6\u7528\u6237\u610f\u56fe\u548c\u73af\u5883\u4fe1\u606f<\/h2>\n
\u7528\u6237\u5411 Cline \u63d0\u4f9b\u7684\u8f93\u5165\u4fe1\u606f\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u51e0\u79cd\u7c7b\u578b\uff1a<\/strong><\/p>\n