{"id":302,"date":"2026-05-21T17:29:46","date_gmt":"2026-05-21T09:29:46","guid":{"rendered":"https:\/\/win7er.com\/?p=302"},"modified":"2026-05-21T17:29:46","modified_gmt":"2026-05-21T09:29:46","slug":"github-%e6%9c%80%e7%83%ad%e9%97%a8%e7%9a%84-5-%e4%b8%aa%e5%bc%80%e6%ba%90-skill-%e9%a1%b9%e7%9b%ae%e6%b7%b1%e5%ba%a6%e8%a7%a3%e6%9e%90","status":"publish","type":"post","link":"https:\/\/win7er.com\/?p=302","title":{"rendered":"GitHub \u6700\u70ed\u95e8\u7684 5 \u4e2a\u5f00\u6e90 Skill \u9879\u76ee\u6df1\u5ea6\u89e3\u6790"},"content":{"rendered":"
\n

\u66f4\u65b0\u65f6\u95f4<\/strong>: 2026\u5e745\u670821\u65e5
\n\u6570\u636e\u6765\u6e90<\/strong>: GitHub Trending (\u6700\u8fd1\u4e00\u5468)
\n\u9879\u76ee\u7c7b\u578b<\/strong>: AI Agent Skills \/ MCP Servers \/ \u667a\u80fd\u4f53\u6280\u80fd\u6846\u67b6<\/p>\n<\/blockquote>\n

\n

\u76ee\u5f55<\/h2>\n
    \n
  1. Microsoft Skills – \u5fae\u8f6f\u5b98\u65b9\u6280\u80fd\u5e93<\/a><\/li>\n
  2. GitHub MCP Server – \u5b98\u65b9 MCP \u670d\u52a1\u5668<\/a><\/li>\n
  3. DeerFlow – \u5b57\u8282\u8df3\u52a8\u8d85\u7ea7\u667a\u80fd\u4f53\u6846\u67b6<\/a><\/li>\n
  4. AWS MCP Servers – \u4e9a\u9a6c\u900a\u4e91\u670d\u52a1\u6280\u80fd\u96c6<\/a><\/li>\n
  5. VoltAgent Awesome Agent Skills – \u793e\u533a\u6280\u80fd\u7cbe\u9009\u5e93<\/a><\/li>\n<\/ol>\n
    \n

    1. Microsoft Skills<\/h2>\n

    \u9879\u76ee\u5730\u5740<\/strong>: https:\/\/github.com\/microsoft\/skills<\/code>
    \nStars<\/strong>: \u6301\u7eed\u589e\u957f\u4e2d (\u5fae\u8f6f\u5b98\u65b9\u9879\u76ee)
    \n\u66f4\u65b0\u9891\u7387<\/strong>: \u6bcf\u5468\u66f4\u65b0
    \n\u8bb8\u53ef\u8bc1<\/strong>: MIT<\/p>\n

    \u9879\u76ee\u7279\u70b9<\/h3>\n

    Microsoft Skills \u662f\u5fae\u8f6f\u5b98\u65b9\u63a8\u51fa\u7684 AI \u7f16\u7801\u667a\u80fd\u4f53\u6280\u80fd\u5e93\uff0c\u5305\u542b 126+ \u4e2a\u6a21\u5757\u5316\u77e5\u8bc6\u5305<\/strong>\uff0c\u8986\u76d6 Azure \u5f00\u53d1\u3001Microsoft AI Foundry\u3001\u4e91\u67b6\u6784\u8bbe\u8ba1\u7b49\u591a\u4e2a\u9886\u57df\u3002<\/p>\n

    \u6838\u5fc3\u7279\u6027<\/strong>:<\/p>\n

      \n
    • 126+ \u6a21\u5757\u5316\u6280\u80fd\u5305<\/strong>: \u6db5\u76d6 Cosmos DB\u3001Foundry IQ\u3001AZD \u90e8\u7f72\u3001\u8bed\u97f3\u5b9e\u65f6\u4ea4\u4e92\u7b49<\/li>\n
    • MCP \u670d\u52a1\u5668\u96c6\u6210<\/strong>: \u5185\u7f6e Model Context Protocol \u914d\u7f6e\uff0c\u65e0\u7f1d\u5bf9\u63a5\u5404\u7c7b AI \u7f16\u7801\u52a9\u624b<\/li>\n
    • 3 \u6b65\u90e8\u7f72\u5de5\u4f5c\u6d41<\/strong>: azure-prepare<\/code> \u2192 azure-validate<\/code> \u2192 azure-deploy<\/code><\/li>\n
    • \u591a\u8bed\u8a00\u652f\u6301<\/strong>: \u63d0\u4f9b\u8bed\u8a00\u65e0\u5173\u7684 microsoft-foundry \u7f16\u6392\u5668 + 10 \u4e2a Foundry \u4e13\u7528\u6280\u80fd<\/li>\n
    • \u81ea\u52a8\u6587\u6863\u540c\u6b65<\/strong>: \u6280\u80fd\u5185\u5bb9\u81ea\u52a8\u4ece Microsoft Learn \u5b98\u65b9\u6587\u6863\u5b9e\u65f6\u83b7\u53d6<\/li>\n<\/ul>\n

      \u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n
        \n
      1. AI \u7f16\u7801\u52a9\u624b”\u77e5\u8bc6\u76f2\u533a”<\/strong>: \u4f20\u7edf AI \u52a9\u624b\u7f3a\u4e4f\u7279\u5b9a\u6280\u672f\u6808\u7684\u6df1\u5ea6\u77e5\u8bc6\uff0cMicrosoft Skills \u901a\u8fc7\u7ed3\u6784\u5316\u6280\u80fd\u5305\u586b\u8865\u8fd9\u4e00\u7a7a\u767d<\/li>\n
      2. Azure \u5f00\u53d1\u590d\u6742\u5ea6\u9ad8<\/strong>: \u63d0\u4f9b\u6807\u51c6\u5316\u7684 3 \u6b65\u90e8\u7f72\u6d41\u7a0b\uff0c\u964d\u4f4e\u4e91\u8d44\u6e90\u90e8\u7f72\u95e8\u69db<\/li>\n
      3. \u56e2\u961f\u534f\u4f5c\u4e0d\u4e00\u81f4<\/strong>: \u7edf\u4e00\u7684 SKILL.md \u683c\u5f0f\u786e\u4fdd\u56e2\u961f\u6210\u5458\u4f7f\u7528\u76f8\u540c\u7684 AI \u8f85\u52a9\u6807\u51c6<\/li>\n<\/ol>\n

        \u4f7f\u7528\u573a\u666f<\/h3>\n
          \n
        • Azure \u4e91\u5f00\u53d1<\/strong>: \u5feb\u901f\u642d\u5efa\u3001\u9a8c\u8bc1\u3001\u90e8\u7f72 Azure \u5e94\u7528<\/li>\n
        • Microsoft AI Foundry \u9879\u76ee<\/strong>: \u6a21\u578b\u53d1\u73b0\u3001\u90e8\u7f72\u3001\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u6784\u5efa<\/li>\n
        • \u4f01\u4e1a\u7ea7\u5e94\u7528\u67b6\u6784\u8bbe\u8ba1<\/strong>: 44 \u79cd\u8bbe\u8ba1\u6a21\u5f0f\u3001WAF \u652f\u67f1\u6307\u5bfc<\/li>\n
        • AI \u8f85\u52a9\u4ee3\u7801\u5ba1\u67e5<\/strong>: \u81ea\u52a8\u5316\u7684 Azure \u8d44\u6e90\u914d\u7f6e\u9a8c\u8bc1<\/li>\n<\/ul>\n

          \u672a\u6765\u8d8b\u52bf<\/h3>\n
            \n
          • \u751f\u6001\u6269\u5c55<\/strong>: \u9884\u8ba1 2026 \u5e74\u5e95\u6280\u80fd\u5305\u6570\u91cf\u5c06\u7a81\u7834 200 \u4e2a<\/li>\n
          • IDE \u6df1\u5ea6\u96c6\u6210<\/strong>: Visual Studio 2026 \u5df2\u539f\u751f\u652f\u6301 .github\/skills\/<\/code> \u81ea\u52a8\u52a0\u8f7d<\/li>\n
          • \u793e\u533a\u8d21\u732e<\/strong>: \u5f00\u6e90\u6a21\u5f0f\u5438\u5f15\u66f4\u591a\u7b2c\u4e09\u65b9\u6280\u80fd\u5305\u52a0\u5165<\/li>\n<\/ul>\n

            \u5feb\u901f\u90e8\u7f72\u6307\u5357<\/h3>\n
            # \u65b9\u5f0f 1: \u76f4\u63a5\u514b\u9686\u4f7f\u7528\ngit clone https:\/\/github.com\/microsoft\/skills.git\ncd skills\n\n# \u65b9\u5f0f 2: \u5728\u9879\u76ee\u4e2d\u5f15\u7528 (\u63a8\u8350)\nmkdir -p .github\/skills\ncp -r \/path\/to\/skills\/ai\/* .github\/skills\/\n\n# \u65b9\u5f0f 3: \u901a\u8fc7 Copilot SDK \u96c6\u6210\n# \u5728 VS Code \u4e2d\u81ea\u52a8\u8bc6\u522b .github\/skills\/ \u76ee\u5f55<\/code><\/pre>\n
            \u914d\u7f6e\u6587\u4ef6\u793a\u4f8b<\/strong> (.kiro\/settings\/mcp.json<\/code>):<\/p>\n
            {\n  "mcpServers": {\n    "microsoft-skills": {\n      "command": "npx",\n      "args": ["-y", "@microsoft\/skills-mcp-server"],\n      "env": {\n        "AZURE_SUBSCRIPTION_ID": "your-sub-id"\n      }\n    }\n  }\n}<\/code><\/pre>\n
            \n
            2. GitHub MCP Server<\/h2>\n
            \u9879\u76ee\u5730\u5740<\/strong>: https:\/\/github.com\/github\/github-mcp-server<\/code>
            \nStars<\/strong>: 500+ (3\u5929\u5185\u65b0\u589e)
            \n\u66f4\u65b0\u9891\u7387<\/strong>: \u6301\u7eed\u8fed\u4ee3
            \n\u8bb8\u53ef\u8bc1<\/strong>: MIT<\/p>\n
            \u9879\u76ee\u7279\u70b9<\/h3>\n
            GitHub \u5b98\u65b9\u63a8\u51fa\u7684 MCP (Model Context Protocol) \u670d\u52a1\u5668\uff0c\u8ba9 AI \u5de5\u5177\u76f4\u63a5\u8fde\u63a5 GitHub \u5e73\u53f0\uff0c\u5b9e\u73b0\u81ea\u7136\u8bed\u8a00\u9a71\u52a8\u7684\u4ed3\u5e93\u7ba1\u7406\u3002<\/p>\n
            \u6838\u5fc3\u7279\u6027<\/strong>:<\/p>\n
              \n
            • \u81ea\u7136\u8bed\u8a00\u4ea4\u4e92<\/strong>: \u7528\u81ea\u7136\u8bed\u8a00\u8bfb\u53d6\u4ed3\u5e93\u3001\u7ba1\u7406 Issues\/PRs\u3001\u5206\u6790\u4ee3\u7801<\/li>\n
            • \u5de5\u5177\u96c6\u7cbe\u9009<\/strong>: \u652f\u6301\u5de5\u5177\u7ea7\u914d\u7f6e\uff0c\u6309\u9700\u52a0\u8f7d\u6700\u5c0f\u5316\u4e0a\u4e0b\u6587\u5360\u7528<\/li>\n
            • \u591a\u6a21\u5f0f\u652f\u6301<\/strong>: \u53ea\u8bfb\u6a21\u5f0f\u3001\u6700\u5c0f\u5316\u8bbe\u7f6e\u3001\u5b8c\u6574\u5de5\u5177\u96c6\u7b49\u591a\u79cd\u914d\u7f6e\u65b9\u6848<\/li>\n
            • \u4f01\u4e1a\u7ea7\u517c\u5bb9<\/strong>: \u652f\u6301 GitHub Enterprise Cloud \u548c Server \u7248\u672c<\/li>\n
            • IDE \u539f\u751f\u96c6\u6210<\/strong>: VS Code\u3001Cursor\u3001Claude Desktop \u7b49\u4e00\u952e\u914d\u7f6e<\/li>\n<\/ul>\n
              \u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n
                \n
              1. AI \u4e0e\u4ee3\u7801\u4ed3\u5e93\u5272\u88c2<\/strong>: \u4f20\u7edf AI \u52a9\u624b\u65e0\u6cd5\u76f4\u63a5\u64cd\u4f5c GitHub\uff0c\u9700\u8981\u4eba\u5de5\u590d\u5236\u7c98\u8d34<\/li>\n
              2. \u5f00\u53d1\u6d41\u7a0b\u788e\u7247\u5316<\/strong>: \u4ee3\u7801\u6d4f\u89c8\u3001Issue \u7ba1\u7406\u3001PR \u5ba1\u67e5\u9700\u8981\u5728\u591a\u4e2a\u5de5\u5177\u95f4\u5207\u6362<\/li>\n
              3. \u4e0a\u4e0b\u6587\u7a97\u53e3\u6d6a\u8d39<\/strong>: \u901a\u8fc7\u5de5\u5177\u96c6\u7cbe\u9009\uff0c\u53ea\u52a0\u8f7d\u9700\u8981\u7684\u529f\u80fd\uff0c\u4f18\u5316 Token \u4f7f\u7528<\/li>\n<\/ol>\n
                \u4f7f\u7528\u573a\u666f<\/h3>\n
                  \n
                • \u4ee3\u7801\u5ba1\u67e5\u81ea\u52a8\u5316<\/strong>: “\u68c0\u67e5\u8fd9\u4e2a PR \u7684\u4ee3\u7801\u8d28\u91cf\u5e76\u7ed9\u51fa\u5efa\u8bae”<\/li>\n
                • Issue \u667a\u80fd\u7ba1\u7406<\/strong>: “\u627e\u51fa\u6240\u6709\u6807\u8bb0\u4e3a bug \u7684\u9ad8\u4f18\u5148\u7ea7 Issue”<\/li>\n
                • \u4ed3\u5e93\u7ed3\u6784\u5206\u6790<\/strong>: “\u89e3\u91ca\u8fd9\u4e2a\u9879\u76ee\u7684\u67b6\u6784\u548c\u5173\u952e\u6587\u4ef6”<\/li>\n
                • \u6587\u6863\u81ea\u52a8\u751f\u6210<\/strong>: “\u6839\u636e\u4ee3\u7801\u53d8\u66f4\u66f4\u65b0 README”<\/li>\n<\/ul>\n
                  \u672a\u6765\u8d8b\u52bf<\/h3>\n
                    \n
                  • \u5de5\u5177\u751f\u6001\u7206\u53d1<\/strong>: \u9884\u8ba1 2026 \u5e74\u652f\u6301 50+ \u4e2a GitHub API \u7aef\u70b9<\/li>\n
                  • Action \u96c6\u6210<\/strong>: \u4e0e GitHub Actions \u6df1\u5ea6\u96c6\u6210\uff0c\u5b9e\u73b0 CI\/CD \u667a\u80fd\u7f16\u6392<\/li>\n
                  • \u56e2\u961f\u534f\u4f5c<\/strong>: \u652f\u6301\u56e2\u961f\u7ea7 MCP \u914d\u7f6e\u5171\u4eab<\/li>\n<\/ul>\n
                    \u5feb\u901f\u90e8\u7f72\u6307\u5357<\/h3>\n
                    \u65b9\u5f0f 1: VS Code \u4e00\u952e\u5b89\u88c5 (\u63a8\u8350)<\/strong><\/p>\n
                    # \u5728 VS Code Copilot Chat \u4e2d\u70b9\u51fb "Add MCP Server" \u6309\u94ae\n# \u9009\u62e9 GitHub MCP Server\uff0c\u81ea\u52a8\u5b8c\u6210\u914d\u7f6e<\/code><\/pre>\n
                    \u65b9\u5f0f 2: \u624b\u52a8\u914d\u7f6e<\/strong> (settings.json<\/code>):<\/p>\n
                    {\n  "mcpServers": {\n    "github": {\n      "type": "stdio",\n      "command": "go",\n      "args": [\n        "run", ".\/cmd\/github-mcp-server", "stdio",\n        "--tools=get_file_contents,get_me,pull_request_read"\n      ],\n      "env": {\n        "GITHUB_PERSONAL_ACCESS_TOKEN": "${input:github_token}"\n      }\n    }\n  }\n}<\/code><\/pre>\n
                    \u65b9\u5f0f 3: HTTP \u6a21\u5f0f (\u4f01\u4e1a\u73af\u5883)<\/strong>:<\/p>\n
                    {\n  "type": "http",\n  "url": "https:\/\/api.githubcopilot.com\/mcp\/",\n  "headers": {\n    "X-MCP-Tools": "get_file_contents,get_me,pull_request_read"\n  }\n}<\/code><\/pre>\n
                    \n
                    3. DeerFlow<\/h2>\n
                    \u9879\u76ee\u5730\u5740<\/strong>: https:\/\/github.com\/bytedance\/deer-flow<\/code>
                    \nStars<\/strong>: 1.5k+ (GitHub Trending #1)
                    \n\u66f4\u65b0\u9891\u7387<\/strong>: \u6d3b\u8dc3\u5f00\u53d1
                    \n\u8bb8\u53ef\u8bc1<\/strong>: Apache-2.0<\/p>\n
                    \u9879\u76ee\u7279\u70b9<\/h3>\n
                    DeerFlow (Deep Exploration and Efficient Research Flow) \u662f\u5b57\u8282\u8df3\u52a8\u5f00\u6e90\u7684\u8d85\u7ea7\u667a\u80fd\u4f53\u6846\u67b6\uff0c2.0 \u7248\u672c\u5b8c\u5168\u91cd\u5199\uff0c\u6210\u4e3a”\u7535\u6c60\u5305\u542b\u3001\u5b8c\u5168\u53ef\u6269\u5c55”\u7684\u667a\u80fd\u4f53\u8fd0\u884c\u65f6\u3002<\/p>\n
                    \u6838\u5fc3\u7279\u6027<\/strong>:<\/p>\n
                      \n
                    • \u957f\u65f6\u7a0b\u4efb\u52a1\u5904\u7406<\/strong>: \u652f\u6301\u5206\u949f\u5230\u5c0f\u65f6\u7ea7\u522b\u7684\u590d\u6742\u4efb\u52a1\u6267\u884c<\/li>\n
                    • \u591a\u667a\u80fd\u4f53\u7f16\u6392<\/strong>: \u5b50\u667a\u80fd\u4f53\u5e76\u884c\u534f\u4f5c\uff0c\u6d88\u606f\u7f51\u5173\u534f\u8c03<\/li>\n
                    • \u6c99\u7bb1\u5b89\u5168\u6267\u884c<\/strong>: \u9694\u79bb\u73af\u5883\u8fd0\u884c\u4ee3\u7801\uff0c\u786e\u4fdd\u5b89\u5168<\/li>\n
                    • \u6301\u4e45\u5316\u8bb0\u5fc6<\/strong>: \u8de8\u4f1a\u8bdd\u8bb0\u5fc6\u4fdd\u6301\uff0c\u7528\u6237\u753b\u50cf\u5b66\u4e60<\/li>\n
                    • \u53ef\u6269\u5c55\u6280\u80fd\u7cfb\u7edf<\/strong>: \u901a\u8fc7\u6280\u80fd\u5305\u6269\u5c55\u667a\u80fd\u4f53\u80fd\u529b<\/li>\n
                    • MCP \u96c6\u6210<\/strong>: \u8fde\u63a5\u4efb\u610f MCP \u670d\u52a1\u5668\u6269\u5c55\u529f\u80fd<\/li>\n<\/ul>\n
                      \u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n
                        \n
                      1. AI \u667a\u80fd\u4f53”\u534a\u9014\u800c\u5e9f”<\/strong>: \u4f20\u7edf Agent \u65e0\u6cd5\u5904\u7406\u9700\u8981\u591a\u6b65\u9aa4\u3001\u957f\u65f6\u95f4\u7684\u590d\u6742\u4efb\u52a1<\/li>\n
                      2. \u5de5\u5177\u8c03\u7528\u4e0d\u5b89\u5168<\/strong>: \u6c99\u7bb1\u6267\u884c\u73af\u5883\u786e\u4fdd AI \u751f\u6210\u7684\u4ee3\u7801\u4e0d\u4f1a\u7834\u574f\u7cfb\u7edf<\/li>\n
                      3. \u4e0a\u4e0b\u6587\u4e22\u5931<\/strong>: \u6301\u4e45\u5316\u8bb0\u5fc6\u8ba9\u667a\u80fd\u4f53\u8bb0\u4f4f\u7528\u6237\u504f\u597d\u548c\u5386\u53f2\u4ea4\u4e92<\/li>\n
                      4. \u5355\u667a\u80fd\u4f53\u74f6\u9888<\/strong>: \u591a\u667a\u80fd\u4f53\u534f\u4f5c\u5904\u7406\u590d\u6742\u7814\u7a76\u3001\u7f16\u7801\u3001\u521b\u4f5c\u4efb\u52a1<\/li>\n<\/ol>\n
                        \u4f7f\u7528\u573a\u666f<\/h3>\n
                          \n
                        • \u6df1\u5ea6\u7814\u7a76\u62a5\u544a<\/strong>: “\u7814\u7a76\u91cf\u5b50\u8ba1\u7b97\u6700\u65b0\u8fdb\u5c55\u5e76\u751f\u6210 20 \u9875\u62a5\u544a”<\/li>\n
                        • \u4ee3\u7801\u9879\u76ee\u6784\u5efa<\/strong>: “\u4ece\u96f6\u6784\u5efa\u4e00\u4e2a\u5b8c\u6574\u7684 Web \u5e94\u7528\uff0c\u5305\u62ec\u524d\u540e\u7aef”<\/li>\n
                        • \u5185\u5bb9\u521b\u4f5c pipeline<\/strong>: “\u8c03\u7814 \u2192 \u5199\u4f5c \u2192 \u7f16\u8f91 \u2192 \u751f\u6210\u6f14\u793a\u6587\u7a3f”<\/li>\n
                        • \u6570\u636e\u5206\u6790\u4efb\u52a1<\/strong>: “\u4e0b\u8f7d\u6570\u636e\u96c6 \u2192 \u6e05\u6d17 \u2192 \u5206\u6790 \u2192 \u53ef\u89c6\u5316 \u2192 \u751f\u6210\u6d1e\u5bdf”<\/li>\n<\/ul>\n
                          \u672a\u6765\u8d8b\u52bf<\/h3>\n
                            \n
                          • \u4f01\u4e1a\u7ea7\u90e8\u7f72<\/strong>: \u5b57\u8282\u8df3\u52a8\u5185\u90e8\u5927\u89c4\u6a21\u4f7f\u7528\u540e\u5f00\u6e90\uff0c\u751f\u4ea7\u73af\u5883\u9a8c\u8bc1<\/li>\n
                          • \u751f\u6001\u6269\u5c55<\/strong>: \u793e\u533a\u8d21\u732e\u7684\u6280\u80fd\u5305\u5feb\u901f\u589e\u957f<\/li>\n
                          • \u4e91\u539f\u751f\u652f\u6301<\/strong>: \u5bb9\u5668\u5316\u90e8\u7f72\u3001Kubernetes \u7f16\u6392\u652f\u6301\u5b8c\u5584<\/li>\n
                          • \u591a\u6a21\u6001\u6269\u5c55<\/strong>: \u652f\u6301\u56fe\u50cf\u3001\u97f3\u9891\u3001\u89c6\u9891\u5904\u7406\u6280\u80fd<\/li>\n<\/ul>\n
                            \u5feb\u901f\u90e8\u7f72\u6307\u5357<\/h3>\n
                            # \u524d\u7f6e\u8981\u6c42\n# - Docker & Docker Compose\n# - Python 3.10+\n# - Node.js 18+\n\n# 1. \u514b\u9686\u4ed3\u5e93\ngit clone https:\/\/github.com\/bytedance\/deer-flow.git\ncd deer-flow\n\n# 2. \u914d\u7f6e\u73af\u5883\ncp config.example.yaml config.yaml\n# \u7f16\u8f91 config.yaml \u8bbe\u7f6e API Keys (OpenAI\/Claude\/Ollama)\n\n# 3. \u542f\u52a8\u670d\u52a1\nmake setup        # \u521d\u59cb\u5316\u73af\u5883\nmake docker-up    # \u542f\u52a8 Docker \u670d\u52a1\n\n# 4. \u8bbf\u95ee Web UI\nopen http:\/\/localhost:8080<\/code><\/pre>\n
                            \u914d\u7f6e\u6587\u4ef6\u793a\u4f8b<\/strong> (config.yaml<\/code>):<\/p>\n
                            models:\n  default: gpt-4o\n  reasoning: o3-mini\n\nsandbox:\n  type: docker\n  timeout: 300  # 5\u5206\u949f\u8d85\u65f6\n\nmemory:\n  type: postgres\n  connection: postgresql:\/\/localhost\/deerflow\n\nskills:\n  auto_load: true\n  directories:\n    - .\/skills\n    - ~\/.deerflow\/skills<\/code><\/pre>\n
                            \n
                            4. AWS MCP Servers<\/h2>\n
                            \u9879\u76ee\u5730\u5740<\/strong>: https:\/\/github.com\/awslabs\/mcp<\/code>
                            \nStars<\/strong>: \u5feb\u901f\u589e\u957f\u4e2d (AWS \u5b98\u65b9)
                            \n\u66f4\u65b0\u9891\u7387<\/strong>: \u6301\u7eed\u66f4\u65b0
                            \n\u8bb8\u53ef\u8bc1<\/strong>: Apache-2.0<\/p>\n
                            \u9879\u76ee\u7279\u70b9<\/h3>\n
                            AWS \u5b98\u65b9\u63a8\u51fa\u7684\u5f00\u6e90 MCP \u670d\u52a1\u5668\u96c6\u5408\uff0c\u4e3a AI \u52a9\u624b\u63d0\u4f9b\u5b8c\u6574\u7684 AWS \u4e91\u670d\u52a1\u64cd\u4f5c\u80fd\u529b\u3002<\/p>\n
                            \u6838\u5fc3\u7279\u6027<\/strong>:<\/p>\n
                              \n
                            • \u591a\u670d\u52a1\u8986\u76d6<\/strong>: \u6587\u6863\u67e5\u8be2\u3001API \u64cd\u4f5c\u3001IaC \u90e8\u7f72\u3001ECS \u7ba1\u7406\u3001\u5b9a\u4ef7\u67e5\u8be2\u7b49<\/li>\n
                            • IAM \u5b89\u5168\u96c6\u6210<\/strong>: \u4f7f\u7528 IAM \u6761\u4ef6\u952e\u533a\u5206\u4eba\u7c7b\u548c\u667a\u80fd\u4f53\u64cd\u4f5c<\/li>\n
                            • CloudWatch\/CloudTrail \u53ef\u89c6\u5316<\/strong>: \u5b8c\u6574\u7684\u64cd\u4f5c\u5ba1\u8ba1\u548c\u76d1\u63a7<\/li>\n
                            • \u51c6\u786e\u6027\u9a8c\u8bc1<\/strong>: \u6240\u6709\u6280\u80fd\u7ecf\u8fc7 AWS \u56e2\u961f\u51c6\u786e\u6027\u548c\u6709\u6548\u6027\u8bc4\u4f30<\/li>\n
                            • uvx \u4e00\u952e\u5b89\u88c5<\/strong>: \u901a\u8fc7 Python uvx \u5de5\u5177\u5feb\u901f\u90e8\u7f72<\/li>\n
                            • Docker \u652f\u6301<\/strong>: \u5bb9\u5668\u5316\u90e8\u7f72\uff0c\u9002\u5408\u751f\u4ea7\u73af\u5883<\/li>\n<\/ul>\n
                              \u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n
                                \n
                              1. AWS \u670d\u52a1\u590d\u6742\u5ea6\u9ad8<\/strong>: 200+ \u9879\u670d\u52a1\uff0c\u5b66\u4e60\u66f2\u7ebf\u9661\u5ced\uff0cMCP \u670d\u52a1\u5668\u63d0\u4f9b\u81ea\u7136\u8bed\u8a00\u63a5\u53e3<\/li>\n
                              2. \u4e91\u8d44\u6e90\u7ba1\u7406\u7e41\u7410<\/strong>: \u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5b8c\u6210\u8d44\u6e90\u67e5\u8be2\u3001\u90e8\u7f72\u3001\u76d1\u63a7<\/li>\n
                              3. \u5b89\u5168\u5408\u89c4<\/strong>: IAM \u96c6\u6210\u786e\u4fdd AI \u64cd\u4f5c\u7b26\u5408\u4f01\u4e1a\u5b89\u5168\u7b56\u7565<\/li>\n
                              4. \u6210\u672c\u900f\u660e<\/strong>: \u5b9e\u65f6\u5b9a\u4ef7\u67e5\u8be2\uff0c\u907f\u514d\u610f\u5916\u8d39\u7528<\/li>\n<\/ol>\n
                                \u4f7f\u7528\u573a\u666f<\/h3>\n
                                  \n
                                • \u4e91\u67b6\u6784\u8bbe\u8ba1<\/strong>: “\u5e2e\u6211\u8bbe\u8ba1\u4e00\u4e2a\u9ad8\u53ef\u7528\u7684 Web \u5e94\u7528\u67b6\u6784”<\/li>\n
                                • \u8d44\u6e90\u67e5\u8be2<\/strong>: “\u67e5\u627e\u6240\u6709\u8fd0\u884c\u8d85\u8fc7 30 \u5929\u7684 EC2 \u5b9e\u4f8b”<\/li>\n
                                • IaC \u751f\u6210<\/strong>: “\u4e3a\u8fd9\u4e2a\u9879\u76ee\u751f\u6210 Terraform \u914d\u7f6e”<\/li>\n
                                • \u6210\u672c\u4f18\u5316<\/strong>: “\u5206\u6790\u8fd9\u4e2a\u8d26\u6237\u7684\u6210\u672c\u5206\u5e03\u5e76\u7ed9\u51fa\u4f18\u5316\u5efa\u8bae”<\/li>\n
                                • \u6545\u969c\u6392\u67e5<\/strong>: “\u68c0\u67e5\u8fd9\u4e2a ECS \u670d\u52a1\u7684\u65e5\u5fd7\u548c\u6307\u6807”<\/li>\n<\/ul>\n
                                  \u672a\u6765\u8d8b\u52bf<\/h3>\n
                                    \n
                                  • \u670d\u52a1\u8986\u76d6\u6269\u5c55<\/strong>: \u9884\u8ba1 2026 \u5e74\u5e95\u8986\u76d6 50+ AWS \u670d\u52a1<\/li>\n
                                  • Agent Toolkit \u8fc1\u79fb<\/strong>: \u4f18\u79c0\u9879\u76ee\u5c06\u8fc1\u79fb\u81f3 AWS Agent Toolkit \u6210\u4e3a\u5b98\u65b9\u5de5\u5177<\/li>\n
                                  • \u591a\u8d26\u6237\u652f\u6301<\/strong>: \u8de8 AWS \u8d26\u6237\u3001\u8de8\u533a\u57df\u7684\u7edf\u4e00\u7ba1\u7406\u80fd\u529b<\/li>\n
                                  • \u5408\u89c4\u81ea\u52a8\u5316<\/strong>: \u81ea\u52a8\u5316\u7684\u5408\u89c4\u68c0\u67e5\u548c\u4fee\u590d\u5efa\u8bae<\/li>\n<\/ul>\n
                                    \u5feb\u901f\u90e8\u7f72\u6307\u5357<\/h3>\n
                                    \u65b9\u5f0f 1: uvx \u5b89\u88c5 (\u63a8\u8350)<\/strong><\/p>\n
                                    # \u5b89\u88c5 uv (\u5982\u679c\u5c1a\u672a\u5b89\u88c5)\ncurl -LsSf https:\/\/astral.sh\/uv\/install.sh | sh\n\n# \u5b89\u88c5 AWS MCP \u670d\u52a1\u5668\nuvx awslabs.aws-documentation-mcp-server@latest\nuvx awslabs.aws-api-mcp-server@latest\nuvx awslabs.aws-iac-mcp-server@latest<\/code><\/pre>\n
                                    \u65b9\u5f0f 2: pip \u5b89\u88c5<\/strong><\/p>\n
                                    pip install awslabs.aws-documentation-mcp-server\npip install awslabs.aws-api-mcp-server<\/code><\/pre>\n
                                    \u65b9\u5f0f 3: Docker \u8fd0\u884c<\/strong><\/p>\n
                                    # AWS API MCP Server\ndocker run --rm -it \\\n  -e AWS_REGION=us-east-1 \\\n  -v ~\/.aws:\/app\/.aws \\\n  public.ecr.aws\/awslabs-mcp\/awslabs\/aws-api-mcp-server:latest<\/code><\/pre>\n
                                    \u914d\u7f6e\u6587\u4ef6\u793a\u4f8b<\/strong> (mcp.json<\/code>):<\/p>\n
                                    {\n  "mcpServers": {\n    "aws-documentation": {\n      "command": "uvx",\n      "args": ["awslabs.aws-documentation-mcp-server@latest"],\n      "env": {\n        "FASTMCP_LOG_LEVEL": "ERROR"\n      }\n    },\n    "aws-api": {\n      "command": "uvx",\n      "args": ["awslabs.aws-api-mcp-server@latest"],\n      "env": {\n        "AWS_REGION": "us-west-2",\n        "AWS_PROFILE": "default"\n      }\n    },\n    "aws-iac": {\n      "command": "uvx",\n      "args": ["awslabs.aws-iac-mcp-server@latest"],\n      "env": {\n        "FASTMCP_LOG_LEVEL": "ERROR"\n      }\n    }\n  }\n}<\/code><\/pre>\n
                                    \n
                                    5. VoltAgent Awesome Agent Skills<\/h2>\n
                                    \u9879\u76ee\u5730\u5740<\/strong>: https:\/\/github.com\/VoltAgent\/awesome-agent-skills<\/code>
                                    \nStars<\/strong>: 22k+ (\u793e\u533a\u70ed\u95e8)
                                    \n\u66f4\u65b0\u9891\u7387<\/strong>: \u6bcf\u65e5\u66f4\u65b0
                                    \n\u8bb8\u53ef\u8bc1<\/strong>: MIT<\/p>\n
                                    \u9879\u76ee\u7279\u70b9<\/h3>\n
                                    VoltAgent \u7ef4\u62a4\u7684\u793e\u533a\u9a71\u52a8\u578b\u667a\u80fd\u4f53\u6280\u80fd\u7cbe\u9009\u5e93\uff0c\u6c47\u96c6 1000+ \u4e2a\u6765\u81ea\u5b98\u65b9\u56e2\u961f\u548c\u793e\u533a\u7684\u6280\u80fd\u5305\uff0c\u517c\u5bb9 Claude Code\u3001Codex\u3001Gemini CLI\u3001Cursor \u7b49\u4e3b\u6d41 AI \u7f16\u7801\u5de5\u5177\u3002<\/p>\n
                                    \u6838\u5fc3\u7279\u6027<\/strong>:<\/p>\n
                                      \n
                                    • 1000+ \u6280\u80fd\u5305<\/strong>: \u8986\u76d6\u5f00\u53d1\u3001\u90e8\u7f72\u3001\u8c03\u8bd5\u3001\u8fd0\u7ef4\u7b49\u5168\u573a\u666f<\/li>\n
                                    • \u591a\u5e73\u53f0\u517c\u5bb9<\/strong>: \u652f\u6301 Claude Code\u3001Codex\u3001Antigravity\u3001Gemini CLI\u3001Cursor<\/li>\n
                                    • \u5b98\u65b9\u56e2\u961f\u8d21\u732e<\/strong>: \u6765\u81ea Expo\u3001Netlify\u3001Cloudflare \u7b49\u5b98\u65b9\u56e2\u961f\u7684\u6280\u80fd<\/li>\n
                                    • \u81ea\u52a8\u5206\u7c7b<\/strong>: \u6309\u9886\u57df\u3001\u8bed\u8a00\u3001\u7528\u9014\u81ea\u52a8\u5206\u7c7b\u6574\u7406<\/li>\n
                                    • \u4e00\u952e\u5b89\u88c5<\/strong>: \u901a\u8fc7 npx skills add<\/code> \u547d\u4ee4\u5feb\u901f\u5b89\u88c5<\/li>\n
                                    • \u6bcf\u65e5\u66f4\u65b0<\/strong>: \u81ea\u52a8\u626b\u63cf\u793e\u533a\u65b0\u6280\u80fd\uff0c\u4fdd\u6301\u5217\u8868\u65b0\u9c9c<\/li>\n<\/ul>\n
                                      \u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898<\/h3>\n
                                        \n
                                      1. \u6280\u80fd\u5206\u6563\u96be\u627e<\/strong>: \u793e\u533a\u6280\u80fd\u6563\u5e03\u5404\u5904\uff0cAwesome Agent Skills \u63d0\u4f9b\u7edf\u4e00\u5165\u53e3<\/li>\n
                                      2. \u8d28\u91cf\u53c2\u5dee\u4e0d\u9f50<\/strong>: \u7cbe\u9009\u673a\u5236\u786e\u4fdd\u6280\u80fd\u5305\u8d28\u91cf<\/li>\n
                                      3. \u517c\u5bb9\u6027\u95ee\u9898<\/strong>: \u660e\u786e\u6807\u6ce8\u6bcf\u4e2a\u6280\u80fd\u7684\u517c\u5bb9\u5e73\u53f0<\/li>\n
                                      4. \u91cd\u590d\u9020\u8f6e\u5b50<\/strong>: \u907f\u514d\u793e\u533a\u91cd\u590d\u5f00\u53d1\u76f8\u4f3c\u529f\u80fd<\/li>\n<\/ol>\n
                                        \u4f7f\u7528\u573a\u666f<\/h3>\n
                                          \n
                                        • \u5168\u6808\u5f00\u53d1<\/strong>: React\u3001Next.js\u3001Node.js\u3001Python \u7b49\u6280\u80fd\u5305<\/li>\n
                                        • \u90e8\u7f72\u8fd0\u7ef4<\/strong>: Netlify\u3001Vercel\u3001AWS\u3001Cloudflare \u90e8\u7f72\u5de5\u4f5c\u6d41<\/li>\n
                                        • \u79fb\u52a8\u5f00\u53d1<\/strong>: Expo\u3001React Native \u5f00\u53d1\u3001\u8c03\u8bd5\u6280\u80fd<\/li>\n
                                        • AI \u96c6\u6210<\/strong>: OpenAI\u3001Claude\u3001Gemini API \u96c6\u6210\u6280\u80fd<\/li>\n
                                        • \u6570\u636e\u5e93<\/strong>: PostgreSQL\u3001MongoDB\u3001Redis \u64cd\u4f5c\u6280\u80fd<\/li>\n<\/ul>\n
                                          \u672a\u6765\u8d8b\u52bf<\/h3>\n
                                            \n
                                          • \u6280\u80fd\u5e02\u573a<\/strong>: \u5411\u6280\u80fd marketplace \u53d1\u5c55\uff0c\u652f\u6301\u8bc4\u5206\u3001\u8bc4\u8bba\u3001\u4ed8\u8d39\u6280\u80fd<\/li>\n
                                          • \u81ea\u52a8\u53d1\u73b0<\/strong>: IDE \u81ea\u52a8\u63a8\u8350\u9879\u76ee\u6240\u9700\u7684\u6280\u80fd\u5305<\/li>\n
                                          • \u6807\u51c6\u5316<\/strong>: \u63a8\u52a8 Agent Skills \u5f00\u653e\u6807\u51c6\uff0c\u7edf\u4e00 SKILL.md \u683c\u5f0f<\/li>\n
                                          • AI \u751f\u6210\u6280\u80fd<\/strong>: \u57fa\u4e8e\u9879\u76ee\u4e0a\u4e0b\u6587\u81ea\u52a8\u751f\u6210\u5b9a\u5236\u5316\u6280\u80fd<\/li>\n<\/ul>\n
                                            \u5feb\u901f\u90e8\u7f72\u6307\u5357<\/h3>\n
                                            \u65b9\u5f0f 1: npx \u5b89\u88c5 (\u63a8\u8350)<\/strong><\/p>\n
                                            # \u5b89\u88c5\u6280\u80fd\u5305\u7ba1\u7406\u5668\nnpx skills add voltagent-awesome-agent-skills\n\n# \u5b89\u88c5\u7279\u5b9a\u6280\u80fd\nnpx skills add vercel-nextjs-deploy\nnpx skills add netlify-deploy<\/code><\/pre>\n
                                            \u65b9\u5f0f 2: \u624b\u52a8\u514b\u9686<\/strong><\/p>\n
                                            git clone https:\/\/github.com\/VoltAgent\/awesome-agent-skills.git\ncd awesome-agent-skills\n\n# \u67e5\u770b\u53ef\u7528\u6280\u80fd\nls skills\/\n\n# \u590d\u5236\u9700\u8981\u7684\u6280\u80fd\u5230\u9879\u76ee\ncp skills\/vercel\/nextjs-deploy ~\/.claude\/skills\/<\/code><\/pre>\n
                                            \u65b9\u5f0f 3: IDE \u96c6\u6210<\/strong><\/p>\n
                                            # VS Code \/ Cursor\n# 1. \u6253\u5f00 Command Palette\n# 2. \u8f93\u5165 "Add Agent Skill"\n# 3. \u641c\u7d22 "voltagent" \u6216\u5177\u4f53\u6280\u80fd\u540d\n# 4. \u70b9\u51fb\u5b89\u88c5<\/code><\/pre>\n
                                            \u9879\u76ee\u7ed3\u6784\u793a\u4f8b<\/strong>:<\/p>\n
                                            awesome-agent-skills\/\n\u251c\u2500\u2500 skills\/\n\u2502   \u251c\u2500\u2500 vercel\/\n\u2502   \u2502   \u251c\u2500\u2500 nextjs-deploy\/\n\u2502   \u2502   \u251c\u2500\u2500 react-native-skills\/\n\u2502   \u2502   \u2514\u2500\u2500 ai-gateway\/\n\u2502   \u251c\u2500\u2500 netlify\/\n\u2502   \u2502   \u251c\u2500\u2500 netlify-deploy\/\n\u2502   \u2502   \u2514\u2500\u2500 netlify-ai-gateway\/\n\u2502   \u251c\u2500\u2500 cloudflare\/\n\u2502   \u2502   \u2514\u2500\u2500 agents-sdk\/\n\u2502   \u2514\u2500\u2500 expo\/\n\u2502       \u2514\u2500\u2500 expo-build-debug\/\n\u2514\u2500\u2500 README.md<\/code><\/pre>\n
                                            \n
                                            \u603b\u7ed3\u5bf9\u6bd4<\/h2>\n
                                            \n\n\n\n\n\n\n\n\n
                                            \u9879\u76ee<\/th>\n\u7ef4\u62a4\u65b9<\/th>\nStars<\/th>\n\u6838\u5fc3\u5b9a\u4f4d<\/th>\n\u6700\u4f73\u573a\u666f<\/th>\n<\/tr>\n<\/thead>\n
                                            Microsoft Skills<\/strong><\/td>\n\u5fae\u8f6f\u5b98\u65b9<\/td>\n\u5feb\u901f\u589e\u957f<\/td>\nAzure\/Foundry \u5f00\u53d1<\/td>\n\u4f01\u4e1a\u7ea7\u4e91\u5f00\u53d1<\/td>\n<\/tr>\n
                                            GitHub MCP Server<\/strong><\/td>\nGitHub \u5b98\u65b9<\/td>\n500+<\/td>\n\u4ed3\u5e93\u7ba1\u7406<\/td>\n\u4ee3\u7801\u5ba1\u67e5\u3001Issue \u7ba1\u7406<\/td>\n<\/tr>\n
                                            DeerFlow<\/strong><\/td>\n\u5b57\u8282\u8df3\u52a8<\/td>\n1.5k+<\/td>\n\u8d85\u7ea7\u667a\u80fd\u4f53\u6846\u67b6<\/td>\n\u957f\u65f6\u7a0b\u590d\u6742\u4efb\u52a1<\/td>\n<\/tr>\n
                                            AWS MCP Servers<\/strong><\/td>\nAWS \u5b98\u65b9<\/td>\n\u5feb\u901f\u589e\u957f<\/td>\n\u4e91\u670d\u52a1\u7ba1\u7406<\/td>\nAWS \u67b6\u6784\u3001\u8fd0\u7ef4<\/td>\n<\/tr>\n
                                            VoltAgent Skills<\/strong><\/td>\n\u793e\u533a<\/td>\n22k+<\/td>\n\u6280\u80fd\u5305\u5e02\u573a<\/td>\n\u5168\u6808\u5f00\u53d1\u3001\u5feb\u901f\u96c6\u6210<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n
                                            \n
                                            \u672a\u6765\u5c55\u671b<\/h2>\n
                                            2026 \u5e74 Skill \u751f\u6001\u8d8b\u52bf<\/strong>:<\/p>\n
                                              \n
                                            1. \u6807\u51c6\u5316\u7206\u53d1<\/strong>: SKILL.md \u683c\u5f0f\u6210\u4e3a\u4e8b\u5b9e\u6807\u51c6\uff0c\u5404\u5927\u5e73\u53f0\u7edf\u4e00\u652f\u6301<\/li>\n
                                            2. \u4f01\u4e1a\u7ea7\u91c7\u7528<\/strong>: \u4ece\u4e2a\u4eba\u5f00\u53d1\u8005\u5411\u4f01\u4e1a\u56e2\u961f\u6269\u5c55\uff0c\u6210\u4e3a\u6807\u51c6\u5f00\u53d1\u5de5\u5177\u94fe<\/li>\n
                                            3. AI \u539f\u751f<\/strong>: \u6280\u80fd\u5305\u4e0d\u518d\u53ea\u662f\u914d\u7f6e\uff0c\u800c\u662f\u5177\u5907\u81ea\u9002\u5e94\u3001\u81ea\u5b66\u4e60\u80fd\u529b\u7684\u667a\u80fd\u7ec4\u4ef6<\/li>\n
                                            4. \u8de8\u5e73\u53f0\u534f\u4f5c<\/strong>: \u4e0d\u540c AI \u52a9\u624b\u95f4\u6280\u80fd\u5171\u4eab\uff0c\u6253\u7834\u5e73\u53f0\u58c1\u5792<\/li>\n
                                            5. \u5546\u4e1a\u5316<\/strong>: \u9ad8\u8d28\u91cf\u6280\u80fd\u5305\u5f00\u59cb\u5546\u4e1a\u5316\uff0c\u5f62\u6210\u6280\u80fd\u7ecf\u6d4e\u751f\u6001<\/li>\n<\/ol>\n
                                              \n
                                              \u672c\u6587\u6570\u636e\u622a\u81f3 2026\u5e745\u670821\u65e5\uff0c\u9879\u76ee\u6d3b\u8dc3\u5ea6\u8bf7\u4ee5 GitHub \u5b9e\u65f6\u6570\u636e\u4e3a\u51c6\u3002<\/em><\/p>","protected":false},"excerpt":{"rendered":"
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