{"id":109454,"date":"2026-09-24T06:16:45","date_gmt":"2026-09-23T22:16:45","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/109454.html"},"modified":"2026-09-24T06:16:45","modified_gmt":"2026-09-23T22:16:45","slug":"misakanet-%e4%b8%8a%e6%89%8b%e6%8c%87%e5%8d%97%ef%bc%9a%e6%8a%8a-ai-agent-%e7%9a%84%e5%a4%b1%e8%b4%a5%e7%bb%8f%e9%aa%8c%e5%ba%93%e6%8e%a5%e8%bf%9b-deepseek-harness","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/109454.html","title":{"rendered":"MisakaNet \u4e0a\u624b\u6307\u5357\uff1a\u628a AI Agent \u7684\u5931\u8d25\u7ecf\u9a8c\u5e93\u63a5\u8fdb DeepSeek Harness"},"content":{"rendered":"<p>AI Agent \u5728\u4e0d\u540c\u73af\u5883\u91cc\u53cd\u590d\u9047\u5230\u540c\u4e00\u4e2a bug&#xff0c;\u8fd9\u7b14\u8d26\u5f88\u5c11\u6709\u4eba\u8ba4\u771f\u7b97\u3002WSL \u4e0a pip install \u8d85\u65f6\u3001NTFS \u4e0a ChromaDB \u5d29\u6e83\u3001FANUC \u62a5\u9519\u7801\u770b\u4e0d\u61c2\u2014\u2014\u6bcf\u4e00\u6b21\u90fd\u88ab\u67d0\u4e2a\u4eba\u72ec\u7acb\u6392\u67e5\u8fc7&#xff0c;\u89e3\u6cd5\u771f\u5b9e\u5b58\u5728&#xff0c;\u5374\u53ea\u7559\u5728\u90a3\u4e2a\u4eba\u7684\u7ec8\u7aef\u5386\u53f2\u91cc\u3002<\/p>\n<p>MisakaNet \u662f failure-memory protocol \u7684\u53c2\u8003\u5b9e\u73b0&#xff1a;\u4e00\u4e2a Git \u9a71\u52a8\u3001\u96f6\u4f9d\u8d56\u4f18\u5148\u7684 AI Agent \u5931\u8d25\u7ecf\u9a8c\u77e5\u8bc6\u7f51\u7edc\u3002\u4ed3\u5e93\u662f GitHub \u4e0a\u7684 Ikalus1988\/MisakaNet&#xff0c;493 star&#xff0c;\u7efc\u5408\u8bc4\u5206 70.7&#xff0c;Apache 2.0 \u8bb8\u53ef&#xff0c;\u5b98\u7f51 misakanet.org&#xff1b;\u5f53\u524d\u6536\u5f55 393 \u6761 canonical lessons&#xff08;\u53bb\u91cd\u540e&#xff09;\u3001333 \u4e2a nodes\u3002<\/p>\n<p>\u6838\u5fc3\u6982\u5ff5\u53ea\u6709\u4e09\u4e2a&#xff1a;Lesson \u662f\u4e00\u6761\u77e5\u8bc6&#xff0c;Markdown \u6587\u4ef6&#xff0c;\u56fa\u5b9a\u5199\u6210\u300c\u95ee\u9898 \u2192 \u6839\u56e0 \u2192 \u4fee\u590d \u2192 \u9a8c\u8bc1\u300d\u56db\u6bb5&#xff1b;Node \u662f\u4e00\u4e2a Agent \u6216\u5f00\u53d1\u8005&#xff1b;Search \u662f BM25 \u5173\u952e\u8bcd\u68c0\u7d22&#xff0c;\u7eaf Python \u6807\u51c6\u5e93\u5b9e\u73b0\u3002<\/p>\n<h3 id=\"%E5%89%8D%E7%BD%AE%E6%9D%A1%E4%BB%B6%EF%BC%9A%E5%85%88%E6%8A%8A-dsh-%E5%BC%95%E6%93%8E%E8%A3%85%E5%A5%BD\">\u524d\u7f6e\u6761\u4ef6&#xff1a;\u5148\u628a dsh \u5f15\u64ce\u88c5\u597d<\/h3>\n<p>MisakaNet \u7684 dsh \u63d2\u4ef6\u5f62\u6001\u6302\u5728 DeepSeek Harness \u4e0a&#xff0c;\u6240\u4ee5\u7b2c\u4e00\u6b65\u662f\u5f15\u64ce\u672c\u8eab\u3002\u5b83\u901a\u8fc7 npm \u5206\u53d1&#xff1a;<\/p>\n<p>npm install -g &#064;deepseek-ai\/dsh  # \u5168\u5c40\u5b89\u88c5 dsh \u5f15\u64ce<br \/>\ndsh &#8211;version  # \u786e\u8ba4\u547d\u4ee4\u5df2\u53ef\u7528 <\/p>\n<p>\u4ed3\u5e93\u58f0\u660e\u7684 Node \u8981\u6c42\u662f &gt;&#061;20.0.0&#xff0c;\u5b9e\u6d4b\u57fa\u7ebf Node 22.19 \u6ee1\u8db3\u3002\u53e6\u5916\u8981\u7559\u610f&#xff1a;\u300c\u96f6\u4f9d\u8d56\u300d\u7684\u5b9e\u73b0\u65b9\u5f0f\u662f\u53ea\u7528 Python \u6807\u51c6\u5e93&#xff0c;Python \u73af\u5883\u56e0\u6b64\u662f\u786c\u524d\u7f6e&#xff0c;python3 \u5fc5\u987b\u5728 PATH \u91cc\u3002<\/p>\n<p>python3 &#8211;version  # \u9700\u8981 python3 \u53ef\u7528 <\/p>\n<p>\u4e24\u6761\u90fd\u901a\u4e86\u518d\u5f80\u4e0b\u8d70\u3002<\/p>\n<h3 id=\"%E4%B8%A4%E7%A7%8D%E5%AE%89%E8%A3%85%E5%BD%A2%E6%80%81%EF%BC%9Anpm-%E4%B8%8E-git\">\u4e24\u79cd\u5b89\u88c5\u5f62\u6001&#xff1a;npm \u4e0e git&#043;<\/h3>\n<p>dsh \u63d2\u4ef6\u7684\u5b89\u88c5\u547d\u4ee4\u6709\u4e24\u6761\u8def\u5f84&#xff0c;\u9009\u54ea\u6761\u53d6\u51b3\u4e8e\u4f60\u8981\u4e0d\u8981 MCP \u5de5\u5177\u3002<\/p>\n<p>dsh plugin &#8211;profile web add misakanet  # \u65b9\u5f0f\u4e00&#xff1a;npm \u5b89\u88c5&#xff0c;\u6700\u7701\u4e8b<br \/>\ndsh plugin add git&#043;https:\/\/github.com\/Ikalus1988\/MisakaNet.git  # \u65b9\u5f0f\u4e8c&#xff1a;git \u6e90\u5b89\u88c5&#xff0c;\u540c\u4e00 bundle <\/p>\n<p>\u4e24\u8005\u7684\u5dee\u522b\u4e0d\u5728\u901f\u5ea6&#xff0c;\u800c\u5728\u80fd\u529b\u9762\u3002npm \u5305\u5305\u542b skill \u4e0e CLI \u9762&#xff1b;DSH bundle \u91cc\u7684\u5de5\u5177&#xff08;mcp__misakanet__&#xff09;\u7531\u4ed3\u5e93\u81ea\u5e26\u7684 python MCP \u670d\u52a1\u5668\u63d0\u4f9b&#xff0c;\u53ea\u5728 git \u6e90\u5b89\u88c5\u65f6\u968f\u5305\u5b58\u5728\u3002\u60f3\u8ba9 Agent \u8bfb\u5230\u5931\u8d25\u7ecf\u9a8c\u3001\u80fd\u7528\u547d\u4ee4\u884c\u641c\u7d22&#xff0c;npm \u5c31\u591f&#xff1b;\u60f3\u8ba9\u5b83\u76f4\u63a5\u8c03\u7528\u5b9e\u65f6\u5de5\u5177&#xff0c;\u8d70 git \u6e90\u3002<\/p>\n<p>\u9875\u9762\u5bf9 npm \u8def\u5f84\u7684\u8bc4\u4ef7\u662f\u300c\u5df2\u6821\u9a8c\u5f52\u5c5e\u672c\u4ed3\u5e93&#xff0c;\u8d70 npm \u5b89\u88c5\u6700\u7701\u4e8b\u300d\u3002\u53e6\u5916&#xff0c;\u5b89\u88c5\u517c\u5bb9\u6027\u68c0\u67e5\u663e\u793a misakanet &#064; 2.23.0&#xff0c;\u800c\u5b89\u88c5\u6bb5\u843d\u5199\u7684\u662f misakanet&#064;2.30.2&#xff0c;\u4e24\u4e2a\u6570\u5b57\u90fd\u51fa\u81ea\u9875\u9762\u672c\u8eab\u3001\u5e76\u4e0d\u7edf\u4e00\u2014\u2014\u88c5\u5b8c\u81ea\u5df1\u6838\u5bf9\u4e00\u6b21\u5b9e\u9645\u7248\u672c\u66f4\u7a33\u59a5\u3002<\/p>\n<h3 id=\"%E8%AE%A9-failure-memory-skill-%E8%A2%AB-dsh-%E5%8F%91%E7%8E%B0\">\u8ba9 failure-memory SKILL \u88ab dsh \u53d1\u73b0<\/h3>\n<p>\u88c5\u5b8c\u63d2\u4ef6\u4e0d\u7b49\u4e8e SKILL \u751f\u6548\u3002dsh \u53ea\u626b\u63cf\u4e24\u4e2a\u4f4d\u7f6e\u627e SKILL&#xff1a;\u7528\u6237\u7ea7 ~\/.dsh\/skills \u4e0e\u9879\u76ee\u7ea7 .dsh\/skills\u3002\u4ed3\u5e93\u91cc\u90a3\u5957 skills\/misakanet \u9ed8\u8ba4\u8eba\u5728\u4ed3\u5e93\u76ee\u5f55\u4e2d&#xff0c;\u4e0d\u5728\u626b\u63cf\u8def\u5f84\u4e0a&#xff0c;\u9700\u8981\u624b\u52a8\u653e\u8fc7\u53bb\u3002<\/p>\n<p>mkdir -p ~\/.dsh\/skills  # \u5efa\u7acb\u7528\u6237\u7ea7 skills \u76ee\u5f55<br \/>\ncp -r skills\/misakanet ~\/.dsh\/skills\/  # \u628a SKILL \u590d\u5236\u8fdb\u626b\u63cf\u8def\u5f84<br \/>\nls ~\/.dsh\/skills\/misakanet  # \u786e\u8ba4\u6587\u4ef6\u5df2\u5230\u4f4d <\/p>\n<p>\u5982\u679c\u53ea\u60f3\u8ba9\u67d0\u4e2a\u9879\u76ee\u7528&#xff0c;\u628a\u540c\u6837\u7684\u590d\u5236\u52a8\u4f5c\u505a\u5230\u90a3\u4e2a\u9879\u76ee\u7684 .dsh\/skills \u5373\u53ef\u3002<\/p>\n<h3 id=\"%E9%AA%8C%E8%AF%81%EF%BC%9A%E4%B8%89%E6%AD%A5%E7%A1%AE%E8%AE%A4%E8%A3%85%E5%A5%BD%E4%BA%86\">\u9a8c\u8bc1&#xff1a;\u4e09\u6b65\u786e\u8ba4\u88c5\u597d\u4e86<\/h3>\n<p>\u7b2c\u4e00\u6b65&#xff0c;\u786e\u8ba4\u63d2\u4ef6\u88ab\u767b\u8bb0&#xff1a;<\/p>\n<p>dsh plugin list  # \u5e94\u80fd\u770b\u5230 misakanet <\/p>\n<p>\u7b2c\u4e8c\u6b65&#xff0c;\u786e\u8ba4 SKILL \u80fd\u88ab\u53d1\u73b0&#xff1a;\u8d77\u4e00\u4e2a dsh \u4f1a\u8bdd&#xff0c;\u8ba9\u5b83\u5904\u7406\u4e00\u6761\u5931\u8d25\u7ecf\u9a8c\u76f8\u5173\u7684\u95ee\u9898&#xff0c;\u89c2\u5bdf\u5b83\u662f\u5426\u8d70\u4e86 failure-memory \u8fd9\u6761\u8def\u5f84\u3002\u7b2c\u4e09\u6b65&#xff0c;\u786e\u8ba4 Python \u4fa7\u53ef\u8fbe\u2014\u2014\u4e5f\u5c31\u662f\u4e0b\u9762\u7684\u641c\u7d22\u5b9e\u6d4b\u3002<\/p>\n<p>\u8fd9\u4e00\u6b65\u503c\u5f97\u8bf4\u660e\u9875\u9762\u4e0a\u7684\u4e00\u4e2a\u7ec6\u8282&#xff1a;MisakaNet \u7684\u9a8c\u8bc1\u72b6\u6001\u5206\u4e24\u5c42\u3002\u4e00\u5c42\u662f\u5b9e\u88c5\u9a8c\u8bc1\u901a\u8fc7&#xff08;2026\/9\/16&#xff09;&#xff0c;\u7531 dsh-plugin-verify \u5728\u771f\u5b9e dsh \u73af\u5883\u5b89\u88c5\u6210\u529f&#xff0c;\u4e0d\u662f\u9759\u6001\u63a8\u65ad&#xff1b;\u53e6\u4e00\u5c42\u662f\u5b89\u88c5\u517c\u5bb9\u6027\u81ea\u52a8\u68c0\u67e5\u901a\u8fc7&#xff0c;\u9a8c\u8bc1\u65b9\u5f0f\u662f npm registry \u5b58\u5728\u6027\u52a0 package.json \u9759\u6001\u6821\u9a8c\u3002\u9875\u9762\u6ce8\u660e\u540e\u8005\u6765\u81ea\u7a0b\u5e8f\u81ea\u52a8\u68c0\u67e5\u3001\u672a\u7ecf\u4eba\u5de5\u5b9e\u673a\u9a8c\u8bc1\u2014\u2014\u80fd\u88c5\u4e0d\u7b49\u4e8e\u7528\u7740\u6ca1\u95ee\u9898\u3002<\/p>\n<p>\u5230\u8fd9\u91cc&#xff0c;\u4e00\u5957\u53ef\u7528\u7684\u5b89\u88c5\u5df2\u7ecf\u5b8c\u6210\u3002\u60f3\u6a2a\u5411\u770b\u770b\u8fd8\u6709\u54ea\u4e9b\u503c\u5f97\u88c5\u7684\u63d2\u4ef6&#xff0c;\u53ef\u4ee5\u5bf9\u7167\u8fd9\u4efd\u6e05\u5355&#xff1a;DeepSeek Harness \u63d2\u4ef6\u63a8\u8350 \u00b7 \u7cbe\u9009 Top \u699c&#xff08;\u9644\u4e0b\u8f7d\u91cf\u4e0e\u5b89\u88c5\u547d\u4ee4&#xff09;<\/p>\n<h3 id=\"%E5%AE%9E%E6%B5%8B%E6%90%9C%E7%B4%A2%EF%BC%9Apython3-search-knowledgepy-github-token-401\">\u5b9e\u6d4b\u641c\u7d22&#xff1a;python3 search_knowledge.py &#034;GitHub token 401&#034;<\/h3>\n<p>CLI \u8def\u5f84\u9700\u8981\u5148\u88c5 Python \u5305&#xff1a;<\/p>\n<p>pip install misakanet-core  # CLI \u8def\u5f84\u7684\u4f9d\u8d56 <\/p>\n<p>\u7136\u540e\u662f\u641c\u7d22\u672c\u8eab\u3002\u67e5\u8be2\u8bcd\u76f4\u63a5\u53d6\u62a5\u9519\u539f\u6587\u91cc\u8fa8\u8bc6\u5ea6\u6700\u9ad8\u7684\u90a3\u6bb5&#xff1a;<\/p>\n<p>python3 search_knowledge.py &#034;GitHub token 401&#034;  # \u8fd4\u56de\u5339\u914d\u7684 lesson \u4e0e\u5206\u503c <\/p>\n<p>\u7ed3\u679c\u6309 BM25 \u5206\u503c\u6392\u5e8f\u3002\u8fd9\u91cc\u6709\u4e00\u4e2a\u5fc5\u987b\u5efa\u7acb\u7684\u9884\u671f&#xff1a;\u5b83\u7684\u68c0\u7d22\u662f\u5173\u952e\u8bcd\u5339\u914d&#xff0c;\u4e0d\u4fdd\u8bc1\u8bed\u4e49\u51c6\u786e\u3002\u5199\u300c\u8fde\u63a5\u8d85\u65f6\u300d\u4e0d\u4f1a\u81ea\u52a8\u53ec\u56de\u53ea\u5199\u4e86 timeout \u7684\u6761\u76ee&#xff0c;\u540c\u4e49\u8bcd\u3001\u7f29\u5199\u3001\u4e2d\u82f1\u6df7\u5199\u90fd\u8981\u6c42\u5173\u952e\u8bcd\u771f\u7684\u5bf9\u4e0a\u3002\u6240\u4ee5\u67e5\u8be2\u8bcd\u5c3d\u91cf\u7528\u62a5\u9519\u539f\u6587\u91cc\u7684 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