{"id":115167,"date":"2026-10-11T11:16:54","date_gmt":"2026-10-11T03:16:54","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/115167.html"},"modified":"2026-10-11T11:16:54","modified_gmt":"2026-10-11T03:16:54","slug":"0%e5%9f%ba%e7%a1%80%e6%b7%b1%e5%85%a5%e7%90%86%e8%a7%a3deepseek-harness-%e6%9e%b6%e6%9e%84%e3%80%9010%e3%80%91%e5%8a%a8%e6%89%8b%e5%bc%80%e5%8f%91-agent","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/115167.html","title":{"rendered":"0\u57fa\u7840\u6df1\u5165\u7406\u89e3DeepSeek Harness \u67b6\u6784\u301010\u3011\u52a8\u624b\u5f00\u53d1 Agent"},"content":{"rendered":"

\u672c\u7ae0\u6458\u8981：\u8fd9\u4e00\u7ae0\u662f\u5168\u4e66\u4ece\u300c\u770b\u61c2\u300d\u8f6c\u5411\u300c\u505a\u51fa\u4e1c\u897f\u300d\u7684\u5206\u6c34\u5cad，\u6838\u5fc3\u6280\u80fd\u53ea\u6709\u4e00\u53e5\u8bdd\u2014\u2014\u5148\u95ee\u300c\u6211\u8981\u52a0\u7684\u884c\u4e3a\u6302\u5728\u54ea\u4e2a\u6269\u5c55\u70b9\u300d，\u518d\u95ee\u300c\u600e\u4e48\u5199\u300d\u3002\u5168\u7ae0\u5305\u542b\u516d\u4e2a\u53ef\u76f4\u63a5\u7167\u505a\u7684\u5b9e\u64cd：\u5199\u4e00\u4e2a\u5de5\u5177\u3001\u5199\u4e00\u4e2a\u6743\u9650\u95e8\u7981\u3001\u5199\u4e00\u4e2a\u6a21\u578b\u9002\u914d\u5668\u3001\u8ba9\u754c\u9762\u663e\u793a\u5b9e\u65f6\u8f93\u51fa\u3001\u5199\u4e00\u4e2a\u534f\u8bae\u9a71\u52a8\u3001\u59d4\u6d3e\u7ed9\u5b50 agent\u3002\u6bcf\u4e2a\u5b9e\u64cd\u90fd\u6309\u300c\u5b83\u6302\u5728\u54ea \u2192 \u6700\u5c0f\u53ef\u7528\u4ee3\u7801 \u2192 \u8dd1\u8d77\u6765\u770b\u4ec0\u4e48 \u2192 \u5bb9\u6613\u8e29\u7684\u5751\u300d\u7684\u8282\u594f\u5c55\u5f00，\u6700\u540e\u7528\u4e00\u5f20\u300c\u52a0\u65b0\u884c\u4e3a\u7684\u5b8c\u6574\u6e05\u5355\u300d\u548c\u4e09\u53e5\u8bdd\u6536\u5c3e\u3002\u8bfb\u5b8c\u8fd9\u4e00\u7ae0，\u7b2c\u4e5d\u7ae0\u4e4b\u524d\u63d0\u5230\u7684\u6bcf\u4e00\u4e2a\u6269\u5c55\u70b9\u4f60\u90fd\u4f1a\u4eb2\u624b\u78b0\u5230\u4e00\u904d\u3002<\/p>\n

10.1\u3000\u7b2c\u4e00\u6b65：\u5b66\u4f1a\u95ee\u300c\u6302\u5728\u54ea\u300d<\/h3>\n

\u8fd9\u662f\u5168\u90e8\u5f00\u53d1\u5de5\u4f5c\u7684\u6838\u5fc3\u6280\u80fd\u3002\u4e0d\u8981\u4e00\u5f00\u59cb\u5c31\u60f3\u300c\u6211\u8981\u5199\u4ec0\u4e48\u4ee3\u7801\u300d，\u5148\u95ee：\u300c\u6211\u8981\u52a0\u7684\u8fd9\u4e2a\u884c\u4e3a，\u5e94\u8be5\u6302\u5728\u54ea\u4e2a\u6269\u5c55\u70b9\u4e0a？\u300d<\/p>\n

\u5b98\u65b9\u5728\u67b6\u6784\u6587\u6863\u91cc\u7ed9\u4e86\u4e00\u5f20\u300c\u65b0\u884c\u4e3a\u7684\u5f52\u5c5e\u4f4d\u7f6e\u300d\u8868，\u5728\u5b9e\u64cd\u624b\u518c\u91cc\u7ed9\u4e86\u53e6\u4e00\u5f20\u66f4\u8d34\u8fd1\u4ea7\u54c1\u7684\u300c\u529f\u80fd\u2192\u673a\u5236\u300d\u6620\u5c04\u8868\u3002\u4e24\u8005\u5408\u8d77\u6765，\u5c31\u662f\u4e00\u5f20\u5b8c\u6574\u7684\u5730\u56fe\u3002\u4e0b\u9762\u6309\u300c\u4f60\u60f3\u505a\u4ec0\u4e48\u300d\u91cd\u7ec4\u4e00\u6b21，\u65b9\u4fbf\u68c0\u7d22\u3002<\/p>\n

\"\"<\/p>\n

\u8fd9\u5f20\u56fe\u8bf7\u8bb0\u4f4f\u3002\u5b83\u56de\u7b54\u7684\u662f\u8fd9\u672c\u4e66\u4e00\u5f00\u59cb\u63d0\u51fa\u7684\u90a3\u4e2a\u95ee\u9898\u3002<\/p>\n

10.2\u3000\u96f6\u57fa\u7840\u73af\u5883\u642d\u5efa：\u5148\u628a\u4e1c\u897f\u8dd1\u8d77\u6765<\/h3>\n

\u5728\u5199\u4efb\u4f55\u63d2\u4ef6\u4e4b\u524d，\u5148\u8ba9\u5b83\u8dd1\u8d77\u6765\u3002\u5b98\u65b9\u7ed9\u4e86\u4e24\u6761\u8def\u3002<\/p>\n

\u8def\u7ebf\u4e00：\u76f4\u63a5\u7528 npm（\u6700\u5feb）<\/p>\n

npx @deepseek-ai\/dsh web<\/p>\n

\u8fd9\u4f1a\u9ed8\u8ba4\u5728 http:\/\/127.0.0.1:3080 \u542f\u52a8 Web UI，\u672c\u673a\u542f\u52a8\u65f6\u8fd8\u4f1a\u7528\u9ed8\u8ba4\u6d4f\u89c8\u5668\u6253\u5f00\u9875\u9762\u3002<\/p>\n

\u4e24\u4e2a\u5b9e\u7528\u53c2\u6570：<\/p>\n\n\u53c2\u6570\u4f5c\u7528<\/tr>\n\n\n\n
–no-open<\/td>\n\u53ea\u8fd0\u884c\u670d\u52a1\u5668，\u4e0d\u6253\u5f00\u6d4f\u89c8\u5668<\/td>\n<\/tr>\n
–patch <\u8def\u5f84><\/td>\n\u4e34\u65f6\u53e0\u52a0\u4e00\u5c42 patch\u3002\u5f00\u53d1\u63d2\u4ef6\u65f6\u6700\u5e38\u7528\u5b83，\u56e0\u4e3a\u4f60\u4e0d\u60f3\u6bcf\u6b21\u90fd\u6539 profile<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u5b98\u65b9\u8fd8\u63d0\u5230\u4e00\u4e2a SSH \u573a\u666f\u7684\u7ec6\u8282：\u901a\u8fc7 SSH \u542f\u52a8\u65f6\u53ea\u6253\u5370\u5bbf\u4e3b\u673a URL，\u56e0\u4e3a\u672c\u5730\u8f6c\u53d1\u5730\u5740\u7531 SSH \u5ba2\u6237\u7aef\u6216\u7f16\u8f91\u5668\u6301\u6709\u3002<\/p>\n

\u8def\u7ebf\u4e8c：\u4ece\u6e90\u7801\u8fd0\u884c（\u8981\u8bfb\u6e90\u7801\u3001\u5199\u63d2\u4ef6\u65f6\u5fc5\u987b）<\/p>\n

git<\/span> clone https:\/\/github.com\/deepseek-ai\/deepseek-harness.git
\ncd<\/span> deepseek-harness
\npnpm<\/span> install<\/span>
\npnpm<\/span> run build
\npnpm<\/span> dsh web<\/p>\n

\u4e24\u4e2a\u547d\u4ee4\u7684\u5dee\u522b\u503c\u5f97\u6ce8\u610f：pnpm run build \u51c6\u5907\u4ed3\u5e93\u4ea7\u7269；pnpm dsh web \u76f4\u63a5\u4f7f\u7528\u8fd9\u4e9b\u5df2\u6784\u5efa\u4ea7\u7269，\u4e0d\u4f1a\u91cd\u65b0\u6784\u5efa\u3002\u5f00\u53d1\u65f6\u4f60\u5927\u6982\u60f3\u8981\u7684\u662f pnpm run dev:web\u2014\u2014\u5b83\u5728\u6e90\u7801\u4fee\u6539\u65f6\u91cd\u5efa\u5ba2\u6237\u7aef bundle\u3002<\/p>\n

\u9677\u9631<\/p>\n

\u5b98\u65b9\u5728 README \u91cc\u7528\u52a0\u7c97\u5199\u4e86\u4e00\u6761：**\u8fd0\u884c\u672c\u9879\u76ee\u524d，\u8bf7\u9605\u8bfb\u5b89\u5168\u8bf4\u660e\u3002**\u53e6\u5916\u9879\u76ee\u5904\u4e8e\u300c\u5f00\u53d1\u8005\u9884\u89c8\u300d\u9636\u6bb5\u5e76\u4e14\u660e\u786e\u5199\u7740\u300c\u672a\u6765\u5c06\u51fa\u73b0\u7834\u574f\u517c\u5bb9\u6027\u7684\u53d8\u66f4\u300d\u3002\u6240\u4ee5：\u4e0d\u8981\u5728\u5173\u952e\u751f\u4ea7\u73af\u5883\u4e0a\u76f4\u63a5\u4f9d\u8d56\u5b83，\u8bfb\u5230\u7684\u4e00\u5207\u8bf7\u4ee5\u4f60\u624b\u4e0a\u90a3\u4efd\u4ee3\u7801\u4e3a\u51c6\u3002<\/p>\n

\u5b66 Cordis \u4e4b\u540e\u518d\u52a8 harness<\/p>\n

\u5b98\u65b9\u7ed9\u4e86\u4e00\u6761\u5f88\u660e\u786e\u7684\u8def\u5f84\u5efa\u8bae：Cordis \u6709\u4e00\u4efd\u4e03\u7ae0\u7684\u52a8\u624b\u6559\u7a0b（\u7b2c\u4e00\u4e2a\u63d2\u4ef6 \u2192 \u751f\u547d\u5468\u671f\u4e0e effect \u2192 \u670d\u52a1 \u2192 \u4e8b\u4ef6 \u2192 \u914d\u7f6e \u2192 \u7ec4\u5408\u4e0e HMR \u2192 \u8fdb\u5165 harness），\u6bcf\u4e00\u7ae0\u90fd\u662f\u4e00\u4e2a\u53ef\u4ee5\u8fd0\u884c\u7684\u793a\u4f8b，\u800c\u4e14\u5168\u7a0b\u4e0d\u9700\u8981 API \u5bc6\u94a5\u3002\u5982\u679c\u4f60\u60f3\u8ba4\u771f\u505a\u63d2\u4ef6，\u628a\u8fd9\u4e03\u7ae0\u8fc7\u4e00\u904d\u7684\u6536\u76ca\u8fdc\u9ad8\u4e8e\u76f4\u63a5\u8bfb\u67b6\u6784\u6587\u6863\u3002\u6559\u7a0b\u7684\u7b2c\u4e00\u7ae0\u4ece tmp\/cordis-tutorial \u76ee\u5f55\u91cc\u8dd1 node –import tsx ..\/..\/vendor\/cordis\/bin.js \u5f00\u59cb\u3002<\/p>\n

10.3\u3000\u5b9e\u64cd\u4e00：\u5199\u4e00\u4e2a\u5de5\u5177（\u6700\u5b8c\u6574\u7684\u4f8b\u5b50）<\/h3>\n

\u8fd9\u662f\u6700\u5e38\u505a\u7684\u5f00\u53d1\u3002\u7b2c 6 \u7ae0\u7ed9\u4e86\u9aa8\u67b6，\u8fd9\u91cc\u7ed9\u4e00\u4e2a\u5b8c\u6574\u3001\u5e26\u89e3\u91ca\u7684\u7248\u672c\u3002<\/p>\n

import<\/span> {<\/span> readFile }<\/span> from<\/span> 'node:fs\/promises'<\/span>
\nimport<\/span> type<\/span> {<\/span> Context }<\/span> from<\/span> '@deepseek-ai\/cordis'<\/span>
\nimport<\/span> {<\/span> defineTool }<\/span> from<\/span> '@deepseek-ai\/dsh-tools'<\/span><\/p>\n

export<\/span> const<\/span> name =<\/span> 'my-tools'<\/span>
\nexport<\/span> const<\/span> inject =<\/span> [<\/span>'tools'<\/span>]<\/span><\/p>\n

export<\/span> function<\/span> apply<\/span>(<\/span>ctx:<\/span> Context)<\/span> {<\/span>
\n ctx.<\/span>tools.<\/span>register<\/span>(<\/span>defineTool<\/span>(<\/span>{<\/span>
\n name:<\/span> 'read_file'<\/span>,<\/span>
\n description:<\/span>
\n 'Read a UTF-8 text file from disk. '<\/span> +<\/span>
\n 'Use this before editing a file. '<\/span> +<\/span>
\n 'Returns the file content as text.'<\/span>,<\/span>
\n parameters:<\/span> {<\/span>
\n path:<\/span> {<\/span> type:<\/span> 'string'<\/span>,<\/span> required:<\/span> true<\/span>,<\/span> description:<\/span> 'Absolute path'<\/span> }<\/span>,<\/span>
\n limit:<\/span> {<\/span> type:<\/span> 'number'<\/span>,<\/span> description:<\/span> 'Max lines to return'<\/span> }<\/span>,<\/span>
\n }<\/span>,<\/span>
\n output:<\/span> {<\/span>
\n schema:<\/span> {<\/span> type:<\/span> 'string'<\/span> }<\/span>,<\/span>
\n render<\/span>:<\/span> (<\/span>_args,<\/span> value)<\/span> =><\/span> [<\/span>{<\/span> type:<\/span> 'text'<\/span>,<\/span> text:<\/span> value }<\/span>]<\/span>,<\/span>
\n }<\/span>,<\/span>
\n timeoutMs:<\/span> 10_000<\/span>,<\/span>
\n async<\/span> execute<\/span>(<\/span>args,<\/span> exec)<\/span> {<\/span>
\n const<\/span> text =<\/span> await<\/span> readFile<\/span>(<\/span>args.<\/span>path,<\/span> {<\/span> encoding:<\/span> 'utf8'<\/span>,<\/span> signal:<\/span> exec.<\/span>signal }<\/span>)<\/span>
\n const<\/span> lines =<\/span> text.<\/span>split<\/span>(<\/span>'\\\\n'<\/span>)<\/span>
\n return<\/span> args.<\/span>limit ?<\/span> lines.<\/span>slice<\/span>(<\/span>0<\/span>,<\/span> args.<\/span>limit)<\/span>.<\/span>join<\/span>(<\/span>'\\\\n'<\/span>)<\/span> :<\/span> text
\n }<\/span>,<\/span>
\n }<\/span>)<\/span>)<\/span>
\n}<\/span><\/p>\n

\u9010\u6bb5\u89e3\u91ca\u8fd9\u4efd\u4ee3\u7801\u300c\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u5199\u300d：<\/p>\n\n\u7247\u6bb5\u4e3a\u4ec0\u4e48<\/tr>\n\n\n\n\n\n\n\n\n
inject = ['tools']<\/td>\n\u8ba9 Cordis \u7b49\u5de5\u5177\u6ce8\u518c\u8868\u5c31\u7eea\u3002\u5c11\u4e86\u5b83，\u4f60\u7684 ctx.tools \u53ef\u80fd\u662f undefined<\/td>\n<\/tr>\n
description \u5199\u4e86\u4e09\u53e5\u8bdd<\/td>\n**\u8fd9\u662f\u6a21\u578b\u7406\u89e3\u8fd9\u4e2a\u5de5\u5177\u7684\u552f\u4e00\u4f9d\u636e\u3002**\u7b2c\u4e00\u53e5\u8bf4\u505a\u4ec0\u4e48，\u7b2c\u4e8c\u53e5\u8bf4\u4ec0\u4e48\u65f6\u5019\u7528（\u5f88\u91cd\u8981，\u80fd\u663e\u8457\u51cf\u5c11\u8bef\u7528），\u7b2c\u4e09\u53e5\u8bf4\u8fd4\u56de\u4ec0\u4e48<\/td>\n<\/tr>\n
parameters \u91cc path \u6807\u4e86 required<\/td>\ndefineTool \u4f1a\u5728\u6267\u884c\u524d\u6821\u9a8c\u3002execute \u6536\u5230\u7684 args \u5df2\u7ecf\u662f\u5f3a\u7c7b\u578b\u4e14\u5408\u6cd5\u7684<\/td>\n<\/tr>\n
output.schema \u662f { type: 'string' }<\/td>\n\u51fd\u6570\u4f53\u8fd4\u56de\u4e00\u4e2a\u5b57\u7b26\u4e32\u3002\u6ce8\u518c\u8868\u4f1a\u6309\u8fd9\u4e2a schema \u6821\u9a8c\u8fd4\u56de\u503c\u2014\u2014\u8fd4\u56de\u4e0d\u5bf9\u7684\u7c7b\u578b\u4f1a\u88ab\u8f6c\u6210 isError<\/td>\n<\/tr>\n
render \u628a\u5b57\u7b26\u4e32\u5305\u6210\u4e00\u4e2a text \u5757<\/td>\n\u89c4\u8303\u503c \u2192 \u6a21\u578b\u53ef\u89c1\u5185\u5bb9\u7684\u6295\u5f71\u3002\u8fd9\u4e2a\u5206\u79bb\u8ba9 PTC \u91cc\u7684\u4ee3\u7801\u80fd\u62ff\u5230\u88f8\u5b57\u7b26\u4e32，\u800c\u4e0d\u662f\u4e00\u6bb5\u5305\u88c5\u8fc7\u7684\u5185\u5bb9\u5757<\/td>\n<\/tr>\n
timeoutMs: 10_000<\/td>\n\u58f0\u660e\u8d85\u65f6\u9884\u7b97\u3002\u6ce8\u610f：\u5b83\u540c\u65f6\u662f\u4e00\u4efd\u627f\u8bfa\u2014\u2014\u4f60\u58f0\u660e\u4e86\u5b83，\u5c31\u610f\u5473\u7740\u8fd9\u4e2a\u5de5\u5177\u4f1a\u628a exec.signal \u8f6c\u7ed9\u4e00\u4e2a\u80fd\u6536\u655b\u7684\u5b9e\u73b0\u3002readFile \u652f\u6301 signal，\u6240\u4ee5\u8fd9\u91cc\u6210\u7acb<\/td>\n<\/tr>\n
signal: exec.signal<\/td>\n\u628a\u53d6\u6d88\u4fe1\u53f7\u4f20\u4e0b\u53bb\u3002\u7528\u6237\u6309\u505c\u6b62\u65f6，\u8fd9\u4e2a\u8bfb\u64cd\u4f5c\u4f1a\u88ab\u771f\u6b63\u53d6\u6d88<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u600e\u4e48\u8dd1\u8d77\u6765<\/p>\n

\u5b98\u65b9\u6559\u7a0b\u7ed9\u7684\u65b9\u5f0f\u662f：\u628a\u63d2\u4ef6\u5199\u5728\u4e00\u4e2a\u76ee\u5f55\u91cc，\u7528 –patch \u6307\u8fc7\u53bb：<\/p>\n

pnpm<\/span> dsh web –patch<\/span> .\/scratch-plugin\/cordis.yml<\/p>\n

\u7136\u540e\u5728\u754c\u9762\u91cc\u5bf9\u6a21\u578b\u8bf4：Use the greet tool to greet Ada.（\u8fd9\u662f\u5b98\u65b9\u6559\u7a0b\u91cc\u7684\u539f\u8bdd，\u628a greet \u6362\u6210\u4f60\u7684\u5de5\u5177\u540d\u5373\u53ef）\u3002<\/p>\n

\u8fdb\u9636\u8981\u70b9\u901f\u67e5<\/p>\n\n\u9700\u6c42\u600e\u4e48\u505a<\/tr>\n\n\n\n\n\n\n\n\n\n
\u53c2\u6570\u6821\u9a8c\u66f4\u590d\u6742（\u975e\u7a7a\u3001\u6b63\u6570\u3001\u8de8\u5b57\u6bb5）<\/td>\nschema DSL \u8868\u8fbe\u4e0d\u4e86\u7684，\u5728 execute \u91cc\u624b\u52a8\u68c0\u67e5<\/td>\n<\/tr>\n
\u8ba9\u6a21\u578b\u770b\u5230\u7ed3\u6784\u5316\u7ed3\u679c<\/td>\n\u628a output.schema \u8bbe\u8ba1\u6210\u5b9e\u7528\u7684\u7a0b\u5e8f\u5316 API：\u76f4\u63a5\u8fd4\u56de\u53e5\u67c4\u4e0e\u5b57\u6bb5<\/td>\n<\/tr>\n
\u7ed9\u754c\u9762\u505a\u6f02\u4eae\u5361\u7247<\/td>\n\u7528 presentCall \/ presentResult \u8fd4\u56de\u6e32\u67d3\u610f\u56fe\u3002\u5fc5\u987b\u662f\u7eaf\u51fd\u6570<\/td>\n<\/tr>\n
\u8ba9\u5361\u7247\u5728\u56de\u653e\u65f6\u4e5f\u80fd\u8fd8\u539f<\/td>\n\u7528 output.presentationMeta(args, value) \u6295\u5f71\u51fa\u53ef\u56de\u653e\u7684 JSON<\/td>\n<\/tr>\n
\u8dd1\u5f88\u4e45\u7684\u4efb\u52a1<\/td>\n\u7528 ctx.jobs.start({ kind, label, owner: exec.agent, run })<\/td>\n<\/tr>\n
\u5de5\u5177\u6267\u884c\u540e\u7ed9\u6a21\u578b\u8865\u4e00\u6bb5\u8bf4\u660e<\/td>\nexec.deferContext(…)\u2014\u2014\u4f1a\u5728 tool\/result \u4e4b\u540e\u8ffd\u52a0\u4e00\u6761 user\/message<\/td>\n<\/tr>\n
\u8ba9\u8fd9\u4e2a\u5de5\u5177\u7ed3\u675f\u6574\u4e2a\u8f6e\u6b21<\/td>\nexec.concludeTurn()（\u53ea\u5728\u6210\u529f\u7ed3\u679c\u4e0a\u6709\u6548）<\/td>\n<\/tr>\n
\u5f02\u6b65\u901a\u77e5\u6a21\u578b（\u4e0d\u5524\u9192）<\/td>\nexec.agent.inject({ content, source: { kind: 'plugin', plugin: '\u4f60\u7684\u540d\u5b57' } })，\u5e76 try\/catch \u9632\u5df2\u9500\u6bc1\u7684 agent<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

10.4\u3000\u5b9e\u64cd\u4e8c：\u5199\u4e00\u4e2a\u6743\u9650\u95e8\u7981（\u94a9\u5b50\u63d2\u4ef6）<\/h3>\n

\u7b2c 1 \u7ae0\u5df2\u7ecf\u7ed9\u8fc7\u8fd9\u4e2a\u4f8b\u5b50\u3002\u8fd9\u91cc\u8865\u5145\u300c\u5b8c\u6574\u7248\u300d\u8981\u8003\u8651\u7684\u51e0\u4ef6\u4e8b\u3002<\/p>\n

import<\/span> type<\/span> {<\/span> Context }<\/span> from<\/span> '@deepseek-ai\/cordis'<\/span>
\nimport<\/span> type<\/span> {<\/span> PreToolDecision,<\/span> ToolExecution }<\/span> from<\/span> '@deepseek-ai\/dsh-tools'<\/span><\/p>\n

\/\/ \u5371\u9669\u547d\u4ee4\u6e05\u5355（\u793a\u610f）<\/span>
\nconst<\/span> DANGEROUS<\/span> =<\/span> [<\/span>\/<\/span>rm\\\\s+-rf\\\\s+\\\\\/<\/span>\/<\/span><\/span>,<\/span> \/<\/span>mkfs<\/span>\/<\/span><\/span>,<\/span> \/<\/span>:\\\\(\\\\)\\\\{:\\\\|:&\\\\};:<\/span>\/<\/span><\/span>]<\/span><\/p>\n

function<\/span> inspect<\/span>(<\/span>exec:<\/span> ToolExecution)<\/span>:<\/span> {<\/span> deny?<\/span>:<\/span> string<\/span>;<\/span> ask?<\/span>:<\/span> boolean<\/span> }<\/span> {<\/span>
\n if<\/span> (<\/span>exec.<\/span>name !==<\/span> 'bash'<\/span>)<\/span> return<\/span> {<\/span>}<\/span>
\n const<\/span> cmd =<\/span> String<\/span>(<\/span>(<\/span>exec.<\/span>arguments as<\/span> {<\/span> command?<\/span>:<\/span> string<\/span> }<\/span>)<\/span>?.<\/span>command ??<\/span> ''<\/span>)<\/span>
\n if<\/span> (<\/span>DANGEROUS<\/span>.<\/span>some<\/span>(<\/span>re =><\/span> re.<\/span>test<\/span>(<\/span>cmd)<\/span>)<\/span>)<\/span> {<\/span>
\n return<\/span> {<\/span> deny:<\/span> 'This command matches a destructive pattern and is blocked.'<\/span> }<\/span>
\n }<\/span>
\n if<\/span> (<\/span>\/<\/span>\\\\bgit\\\\s+push\\\\b<\/span>\/<\/span><\/span>.<\/span>test<\/span>(<\/span>cmd)<\/span>)<\/span> {<\/span>
\n return<\/span> {<\/span> ask:<\/span> true<\/span> }<\/span> \/\/ \u8ba9\u5b83\u8d70\u4eba\u5de5\u786e\u8ba4<\/span>
\n }<\/span>
\n return<\/span> {<\/span>}<\/span>
\n}<\/span><\/p>\n

export<\/span> const<\/span> name =<\/span> 'my-permission-gate'<\/span>
\nexport<\/span> const<\/span> inject =<\/span> [<\/span>'tools'<\/span>]<\/span><\/p>\n

export<\/span> function<\/span> apply<\/span>(<\/span>ctx:<\/span> Context)<\/span> {<\/span>
\n ctx.<\/span>on<\/span>(<\/span>'tools\/pre-execute'<\/span>,<\/span> async<\/span> (<\/span>exec,<\/span> next)<\/span>:<\/span> Promise<\/span><<\/span>PreToolDecision><\/span> =><\/span> {<\/span>
\n const<\/span> verdict =<\/span> inspect<\/span>(<\/span>exec)<\/span><\/p>\n

if<\/span> (<\/span>verdict.<\/span>deny)<\/span> {<\/span>
\n return<\/span> {<\/span> kind:<\/span> 'deny'<\/span>,<\/span> reason:<\/span> verdict.<\/span>deny }<\/span>
\n }<\/span>
\n if<\/span> (<\/span>verdict.<\/span>ask)<\/span> {<\/span>
\n return<\/span> {<\/span>
\n kind:<\/span> 'ask'<\/span>,<\/span>
\n reason:<\/span> 'push-to-remote'<\/span>,<\/span> \/\/ \u5ba1\u8ba1\u7528\u7684\u539f\u56e0<\/span>
\n displayReason:<\/span> {<\/span> en:<\/span> 'Push to remote?'<\/span>,<\/span> zh:<\/span> '\u8981\u63a8\u9001\u5230\u8fdc\u7aef\u5417？'<\/span> }<\/span>,<\/span>
\n }<\/span>
\n }<\/span>
\n return<\/span> next<\/span>(<\/span>)<\/span> \/\/ \u6ca1\u610f\u89c1，\u4ea4\u7ed9\u4e0b\u6e38<\/span>
\n }<\/span>)<\/span><\/p>\n

\/\/ \u4e00\u6761\u4e0d\u53ef\u64a4\u9500\u7684\u5e95\u7ebf：\u65e0\u8bba\u8c01\u653e\u884c，\u90fd\u4e0d\u5141\u8bb8\u5728\u6839\u76ee\u5f55\u505a\u7834\u574f\u6027\u5199\u64cd\u4f5c<\/span>
\n ctx.<\/span>tools.<\/span>guard<\/span>(<\/span>(<\/span>exec)<\/span> =><\/span> {<\/span>
\n if<\/span> (<\/span>exec.<\/span>name ===<\/span> 'bash'<\/span> &&<\/span> \/<\/span>\\\\brm\\\\s+-rf\\\\s+\\\\\/\\\\s*$<\/span>\/<\/span><\/span>.<\/span>test<\/span>(<\/span>String<\/span>(<\/span>(<\/span>exec.<\/span>arguments as<\/span> any<\/span>)<\/span>?.<\/span>command ??<\/span> ''<\/span>)<\/span>)<\/span>)<\/span> {<\/span>
\n return<\/span> 'Refusing to remove the filesystem root.'<\/span>
\n }<\/span>
\n return<\/span> undefined<\/span>
\n }<\/span>)<\/span>
\n}<\/span><\/p>\n

\u8fd9\u4e2a\u7248\u672c\u6bd4\u7b2c 1 \u7ae0\u591a\u4e86\u4e09\u4e2a\u8981\u70b9：<\/p>\n\n\u8981\u70b9\u4e3a\u4ec0\u4e48<\/tr>\n\n\n\n\n
deny \u548c ask \u5206\u5f00\u7528<\/td>\ndeny \u662f\u300c\u7edd\u5bf9\u4e0d\u884c\u300d，ask \u662f\u300c\u8ba9\u7528\u6237\u51b3\u5b9a\u300d\u3002 ask \u4f1a\u8d70 ctx.approval，\u53ea\u6709 allowed-once \u624d\u7ee7\u7eed，\u800c\u4e14\u6ca1\u6709\u56de\u7b54\u65b9\u65f6\u76f4\u63a5\u62d2\u7edd<\/td>\n<\/tr>\n
displayReason \u505a\u4e86\u672c\u5730\u5316<\/td>\n\u5b83\u662f\u7ed9\u7528\u6237\u770b\u7684\u6587\u6848；\u800c reason \u662f\u5ba1\u8ba1\u7528\u7684\u7a33\u5b9a\u6807\u8bc6\u3002\u4e24\u8005\u7684\u8bfb\u8005\u4e0d\u540c，\u4e0d\u8981\u6df7\u7528<\/td>\n<\/tr>\n
\u6700\u540e\u6302\u4e86\u4e00\u6761 guard<\/td>\n**\u5b88\u536b\u6ca1\u6709 allow，\u6240\u4ee5\u8fd9\u6761\u5e95\u7ebf\u65e0\u6cd5\u88ab\u4efb\u4f55\u540e\u7eed\u76d1\u542c\u5668\u7ffb\u6848\u3002**\u8fd9\u5c31\u662f\u300c\u5355\u8c03\u300d\u7684\u4ef7\u503c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

10.5\u3000\u5b9e\u64cd\u4e09：\u5199\u4e00\u4e2a\u6a21\u578b\u9002\u914d\u5668<\/h3>\n

\u63a5\u5165\u4e00\u5bb6\u65b0\u7684\u6a21\u578b\u5382\u5546，\u9700\u8981\u5b9e\u73b0 LlmAdapter\u3002\u5b83\u7684\u63a5\u53e3\u8bbe\u8ba1\u5f97\u5f88\u7cbe\u7b80\u2014\u2014\u53ea\u6709\u4e00\u4e2a\u62bd\u8c61\u65b9\u6cd5\u5fc5\u987b\u5b9e\u73b0\u3002<\/p>\n

import<\/span> {<\/span> LlmAdapter }<\/span> from<\/span> '@deepseek-ai\/dsh-llm'<\/span>
\nimport<\/span> type<\/span> {<\/span> Context }<\/span> from<\/span> '@deepseek-ai\/cordis'<\/span><\/p>\n

class<\/span> MyProviderAdapter<\/span> extends<\/span> LlmAdapter<\/span> {<\/span>
\n \/** \u552f\u4e00\u7684\u5fc5\u586b\u65b9\u6cd5：\u628a\u4e00\u6b21\u8c03\u7528\u53d8\u6210\u539f\u59cb\u5206\u7247\u6d41 *\/<\/span>
\n async *<\/span>stream<\/span>(<\/span>options)<\/span> {<\/span>
\n const<\/span> res =<\/span> await<\/span> fetch<\/span>(<\/span>this<\/span>.<\/span>baseURL,<\/span> {<\/span>
\n method:<\/span> 'POST'<\/span>,<\/span>
\n headers:<\/span> {<\/span> …<\/span>this<\/span>.<\/span>headers,<\/span> 'User-Agent'<\/span>:<\/span> attributionHeaders<\/span>(<\/span>)<\/span>.<\/span>UserAgent }<\/span>,<\/span>
\n body:<\/span> JSON<\/span>.<\/span>stringify<\/span>(<\/span>toProviderPayload<\/span>(<\/span>options)<\/span>)<\/span>,<\/span>
\n signal:<\/span> options.<\/span>signal,<\/span> \/\/ \u5fc5\u987b\u9075\u5b88<\/span>
\n }<\/span>)<\/span>
\n \/\/ \u628a\u63d0\u4f9b\u65b9\u7684 SSE \u9010\u6761\u7ffb\u8bd1\u6210 StreamChunk<\/span>
\n for<\/span> await<\/span> (<\/span>const<\/span> evt of<\/span> parseSSE<\/span>(<\/span>res.<\/span>body)<\/span>)<\/span> {<\/span>
\n yield<\/span> toStreamChunk<\/span>(<\/span>evt)<\/span> \/\/ block-start \/ *-delta \/ block-end \/ usage \/ finish<\/span>
\n }<\/span>
\n }<\/span><\/p>\n

\/** \u5c55\u793a\u5143\u4fe1\u606f *\/<\/span>
\n providerInfo<\/span>(<\/span>provider)<\/span> {<\/span> return<\/span> {<\/span> id:<\/span> provider,<\/span> name:<\/span> 'My Provider'<\/span> }<\/span> }<\/span><\/p>\n

\/** \u53ef\u53d1\u73b0\u6a21\u578b\u5217\u8868（\u7ed9\u754c\u9762\u7528\u7684\u53c2\u8003\u76ee\u5f55，\u4e0d\u662f\u8bf7\u6c42\u767d\u540d\u5355） *\/<\/span>
\n async<\/span> listModels<\/span>(<\/span>)<\/span> {<\/span> return<\/span> [<\/span>{<\/span> provider:<\/span> this<\/span>.<\/span>id,<\/span> id:<\/span> 'my-model'<\/span>,<\/span> name:<\/span> 'My Model'<\/span> }<\/span>]<\/span> }<\/span><\/p>\n

\/** \u7cbe\u786e\u6a21\u578b\u80fd\u529b：\u4e0a\u4e0b\u6587\u5bb9\u91cf\u3001\u9ed8\u8ba4\u8f93\u51fa\u4e0a\u9650\u3001\u63a8\u7406\u6863\u4f4d\u3001\u66f4\u65b0\u6a21\u5f0f *\/<\/span>
\n async<\/span> resolveModel<\/span>(<\/span>provider,<\/span> model)<\/span> {<\/span>
\n return<\/span> {<\/span> provider,<\/span> id:<\/span> model,<\/span> name:<\/span> model,<\/span> context:<\/span> {<\/span> contextWindow:<\/span> 128_000<\/span> }<\/span> }<\/span>
\n }<\/span>
\n}<\/span><\/p>\n

export<\/span> const<\/span> name =<\/span> 'my-llm-provider'<\/span>
\nexport<\/span> const<\/span> inject =<\/span> [<\/span>'llm'<\/span>]<\/span><\/p>\n

export<\/span> function<\/span> apply<\/span>(<\/span>ctx:<\/span> Context)<\/span> {<\/span>
\n ctx.<\/span>llm.<\/span>registerAdapter<\/span>(<\/span>[<\/span>'my-provider'<\/span>]<\/span>,<\/span> new<\/span> MyProviderAdapter<\/span>(<\/span>)<\/span>)<\/span>
\n}<\/span><\/p>\n

\u5199\u9002\u914d\u5668\u65f6\u8981\u8bb0\u4f4f\u7684\u7ea6\u5b9a（\u7b2c 7 \u7ae0\u90a3\u5f20\u8868\u7684\u6d53\u7f29\u7248）：<\/p>\n

\u5fc5\u987b\u505a<\/p>\n

usage \u5728 finish \u4e4b\u524d\u53d1，finish \u4e4b\u540e\u4ec0\u4e48\u90fd\u4e0d\u53d1
\n\u5de5\u5177\u8c03\u7528\u7684 arguments \u5168\u7a0b\u4fdd\u6301\u539f\u59cb JSON \u5b57\u7b26\u4e32
\n\u6bcf\u4e2a HTTP \u8bf7\u6c42\u5e26\u4e0a attributionHeaders()
\n\u628a\u4e0a\u4e0b\u6587\u6ea2\u51fa\u5f52\u4e00\u5316\u4e3a CONTEXT_WINDOW_EXCEEDED
\n\u628a\u65e0\u5185\u5bb9\u5757\u7684\u7ec8\u6b62\u6027 stop \u6620\u5c04\u4e3a EMPTY_RESPONSE \u9519\u8bef
\n\u9075\u5b88 options.signal<\/p>\n

\u4e0d\u8981\u505a<\/p>\n

\u4e0d\u8981\u5728\u9002\u914d\u5668\u91cc\u5b9e\u73b0\u91cd\u8bd5\u2014\u2014\u90a3\u662f agent \u5c42\u7684\u804c\u8d23
\n\u4e0d\u8981\u81ea\u5df1\u62fc\u88c5\u5757\u2014\u2014\u7528\u5171\u4eab\u7684 BlockAssembler
\n\u4e0d\u8981\u7528\u63d0\u4f9b\u65b9\u6587\u672c\u505a\u9519\u8bef\u8def\u7531\u2014\u2014\u6309 code
\n\u4e0d\u8981\u628a catalog \u5f53\u8bf7\u6c42\u767d\u540d\u5355\u2014\u2014\u5b83\u53ea\u662f\u53c2\u8003\u76ee\u5f55，\u9002\u914d\u5668\u624d\u662f\u6743\u5a01
\n\u4e0d\u8981\u628a\u79c1\u6709\u5143\u6570\u636e\u5f53\u5171\u4eab\u8bcd\u6c47\u2014\u2014\u5b83\u662f\u4e0d\u900f\u660e\u7684，\u53ea\u6709\u300c\u5207\u5206\u65b9\u5f0f\u300d\u662f\u5171\u4eab\u7684<\/p>\n

\u5b98\u65b9\u8fd8\u7ed9\u4e86\u4e00\u4e2a\u5f88\u5b9e\u7528\u7684\u63d0\u9192：**\u4e00\u6b21\u9002\u914d\u5668\u8c03\u7528\u5c31\u662f\u4e00\u6b21\u63d0\u4f9b\u65b9\u5c1d\u8bd5\u3002**agent \u5c42\u7684\u6062\u590d\u4f1a\u6253\u5f00\u53e6\u4e00\u4e2a\u6301\u4e45\u3001\u5e26\u7f16\u53f7\u7684\u8f6e\u6b21；\u76f4\u63a5\u8c03 ctx.llm.stream() \u7684\u8c03\u7528\u65b9\u4ecd\u7136\u53ea\u5c1d\u8bd5\u4e00\u6b21\u3002\u6240\u4ee5\u5982\u679c\u4f60\u5728\u5199\u4e00\u4e2a\u76f4\u63a5\u8c03\u7528\u5c42\u7684\u4e1c\u897f，\u8981\u77e5\u9053\u91cd\u8bd5\u4e0d\u662f\u81ea\u52a8\u7684\u3002<\/p>\n

10.6\u3000\u5b9e\u64cd\u56db：\u8ba9\u754c\u9762\u663e\u793a\u5b9e\u65f6\u8f93\u51fa<\/h3>\n

\u5982\u679c\u4f60\u5728\u5199 UI \u6216\u7f16\u8f91\u5668\u96c6\u6210，\u6a21\u5f0f\u662f\u8fd9\u6837\u7684：<\/p>\n

import<\/span> {<\/span> brandString }<\/span> from<\/span> '@deepseek-ai\/dsh-brand'<\/span>
\nimport<\/span> {<\/span> createUserMessage }<\/span> from<\/span> '@deepseek-ai\/dsh-llm'<\/span><\/p>\n

export<\/span> const<\/span> name =<\/span> 'my-ui'<\/span>
\nexport<\/span> const<\/span> inject =<\/span> [<\/span>'agents'<\/span>]<\/span><\/p>\n

export<\/span> function<\/span> apply<\/span>(<\/span>ctx)<\/span> {<\/span>
\n \/\/ 1) \u5b9e\u65f6 token \u6d41：\u7ed9\u300c\u6253\u5b57\u673a\u6548\u679c\u300d\u7528<\/span>
\n ctx.<\/span>on<\/span>(<\/span>'agent\/assistant-stream'<\/span>,<\/span> (<\/span>{<\/span> frame }<\/span>)<\/span> =><\/span> {<\/span>
\n if<\/span> (<\/span>frame.<\/span>type ===<\/span> 'chunk'<\/span> &&<\/span> frame.<\/span>chunk.<\/span>type ===<\/span> 'text-delta'<\/span>)<\/span> {<\/span>
\n render<\/span>(<\/span>frame.<\/span>chunk.<\/span>text)<\/span>
\n }<\/span>
\n }<\/span>)<\/span><\/p>\n

\/\/ 2) \u6301\u4e45\u4e8b\u5b9e：\u7ed9\u300c\u5386\u53f2\u8bb0\u5f55\u300d\u300c\u5de5\u5177\u5361\u7247\u300d\u300c\u5ba1\u8ba1\u300d\u7528<\/span>
\n ctx.<\/span>on<\/span>(<\/span>'session\/event'<\/span>,<\/span> (<\/span>session,<\/span> event)<\/span> =><\/span> {<\/span>
\n if<\/span> (<\/span>event.<\/span>type ===<\/span> 'tool\/call'<\/span>)<\/span> showToolCard<\/span>(<\/span>event.<\/span>data)<\/span>
\n if<\/span> (<\/span>event.<\/span>type ===<\/span> 'tool\/result'<\/span>)<\/span> finishToolCard<\/span>(<\/span>event.<\/span>data)<\/span>
\n if<\/span> (<\/span>event.<\/span>type ===<\/span> 'turn\/end'<\/span>)<\/span> markTurnDone<\/span>(<\/span>event.<\/span>data.<\/span>reason)<\/span>
\n }<\/span>)<\/span><\/p>\n

\/\/ 3) \u628a\u8f93\u5165\u9001\u56de\u53bb<\/span>
\n onUserInput<\/span>(<\/span>text =><\/span> ctx.<\/span>agents
\n .<\/span>get<\/span>(<\/span>brandString<\/span>(<\/span>'client-session'<\/span>)<\/span>)<\/span>
\n ?.<\/span>followup<\/span>(<\/span>createUserMessage<\/span>(<\/span>{<\/span>
\n content:<\/span> [<\/span>{<\/span> type:<\/span> 'text'<\/span>,<\/span> text }<\/span>]<\/span>,<\/span>
\n source:<\/span> {<\/span> kind:<\/span> 'user'<\/span> }<\/span>,<\/span>
\n }<\/span>)<\/span>)<\/span>)<\/span>
\n}<\/span><\/p>\n

\u5173\u952e<\/p>\n

\u5b98\u65b9\u7ed9\u4e86\u4e24\u6761\u4e0d\u540c\u7528\u9014\u7684\u901a\u9053，\u522b\u7528\u9519：<\/p>\n

\u00b7 \u5b9e\u65f6 token \u5448\u73b0 \u2192 agent\/assistant-stream（\u77ac\u6001，\u4e0d\u5199\u65e5\u5fd7，\u552f\u4e00\u7684\u8fdc\u7a0b\u6d88\u8d39\u65b9\u662f Web Session-follow \u9002\u914d\u5668）<\/p>\n

\u00b7 \u53ef\u56de\u653e\u7684\u6301\u4e45\u6570\u636e \u2192 session\/event（\u6301\u4e45，\u53ef\u4ee5\u91cd\u653e\u3001\u53ef\u4ee5\u5ba1\u8ba1\u3001\u53ef\u4ee5\u505a trace）<\/p>\n

\u5b98\u65b9\u539f\u8bdd：\u300c\u9700\u8981\u53ef\u56de\u653e transcript \u6570\u636e\u7684 SDK \u7528\u6237\u5e94\u5f53\u6d88\u8d39 session\/event；agent\/* \u662f\u7528\u4e8e\u961f\u5217\u4e0e\u72b6\u6001\u3001\u63d0\u793a\u8bcd\u62e6\u622a\u3001\u8bf7\u6c42\u6784\u9020\u3001steering\u3001\u7ee7\u7eed\u6267\u884c\u548c\u9519\u8bef\u5904\u7406\u7684\u5b9e\u65f6\u534f\u8c03\u63a5\u53e3\u3002\u300d<\/p>\n

\u8fd8\u6709\u4e00\u4e2a\u4e13\u95e8\u9488\u5bf9 Web Client \u7684\u7ec6\u8282：\u5982\u679c\u8981\u5f80\u91cc\u52a0\u300c\u4e1a\u52a1\u884c\u300d，\u4f60\u8981\u6ce8\u518c ConversationNodeDefinition \u52a0\u4e00\u4e2a keyed renderer\u3002\u800c\u4e14\u5b98\u65b9\u6709\u4e00\u6761\u8981\u6c42：**\u5982\u679c\u540c\u4e00\u4e2a\u63d2\u4ef6\u4e8b\u4ef6\u65cf\u91cc\u7684\u591a\u6761\u4e8b\u4ef6\u8981\u7ec4\u88c5\u6210\u4e00\u4e2a Conversation Node，\u90a3\u4e48\u8fd9\u4e2a\u65cf\u91cc\u7684\u6bcf\u6761 start／update／result／resource／interruption \u4e8b\u4ef6，\u90fd\u5fc5\u987b\u643a\u5e26\u6216\u72ec\u7acb\u63a8\u5bfc\u51fa\u540c\u4e00\u4e2a\u7a33\u5b9a\u7684\u4e1a\u52a1 id\u3002**\u7406\u7531\u5f88\u76f4\u63a5\u2014\u2014\u4e0d\u60f3\u8ba9\u5ba2\u6237\u7aef\u9760\u300c\u76f8\u90bb\u5173\u7cfb\u300d\u53bb\u731c\u5f52\u5c5e，\u4e5f\u4e0d\u60f3\u8ba9\u5b83\u53bb\u626b\u5386\u53f2\u3002<\/p>\n

10.7\u3000\u5b9e\u64cd\u4e94：\u5199\u4e00\u4e2a\u534f\u8bae\u9a71\u52a8<\/h3>\n

\u300c\u534f\u8bae\u9a71\u52a8\u300d\u662f\u628a\u4e00\u4e2a\u5916\u90e8\u534f\u8bae\u7684\u5bf9\u7aef\u63a5\u5230 ctx.agents \u4e0a\u2014\u2014\u5b83\u53ef\u80fd\u670d\u52a1\u4e8e\u754c\u9762，\u4e5f\u53ef\u80fd\u670d\u52a1\u4e8e\u81ea\u52a8\u5316\u5ba2\u6237\u7aef\u3002\u5b98\u65b9\u5728\u5b9e\u64cd\u624b\u518c\u91cc\u7ed9\u4e86\u6807\u51c6\u505a\u6cd5：<\/p>\n

    \n
  • stdio \u9a71\u52a8\u62e5\u6709 stdout，\u901a\u8fc7\u5de5\u5382\u521b\u5efa\u6216\u6062\u590d agent，\u628a\u534f\u8bae\u8bf7\u6c42\u6620\u5c04\u6210 followup() \u6216 cancel()\u3002<\/li>\n
  • \u5e95\u5c42\u63d0\u793a\u8bcd\u8bf7\u6c42\u8fd4\u56de\u7684\u662f\u300c\u6301\u4e45\u7684\u5165\u961f\u56de\u6267\u300d，\u5b83\u4e0d\u4f1a\u901a\u8fc7\u628a MessageId \u548c turn\/end \u5173\u8054\u8d77\u6765\u83b7\u5f97\u7ed3\u679c\u3002<\/li>\n
  • \u6574\u4e2a agent \u7684\u72b6\u6001\u8981\u5355\u72ec\u53d1\u5e03\u3002<\/li>\n
  • \u62c6\u5378\u8981\u7528 AgentHandle.dispose()，\u8fd9\u6837 dispose \u624d\u80fd\u8fbe\u5230\u5b8c\u5168\u505c\u7a33\u3002<\/li>\n<\/ul>\n

    \u5b98\u65b9\u70b9\u540d\u4e86\u4e00\u4e2a\u5b8c\u6574\u7684\u53c2\u8003\u5b9e\u73b0：packages\/acp\/acp\u2014\u2014\u5b83\u901a\u8fc7 ACP（Agent Client Protocol）\u7684 JSON-RPC stdio \u63d0\u4f9b\u5168\u65b0\u6587\u672c\u4f1a\u8bdd，\u53d1\u51fa\u5df2\u63d0\u4ea4\u7684\u52a9\u624b\u6587\u672c，\u5e76\u4e3a\u5176\u62e5\u6709\u7684 agent \u6ce8\u518c\u4e00\u6b21\u6027\u673a\u5668\u6743\u9650\u5e94\u7b54\u5668\u3002<\/p>\n

    \u5176\u4e2d\u6709\u4e00\u6bb5\u5173\u4e8e\u300c\u7b49\u4e00\u4e0b\u8fd8\u662f\u6301\u7eed\u89c2\u5bdf\u300d\u7684\u8bf4\u660e\u5f88\u6709\u4ef7\u503c：<\/p>\n

    \u81ea\u52a8\u5316\u65b9\u6cd5\u53ef\u4ee5\u4ece\u56de\u6267\u7b49\u5f85\u5230\u4e0b\u4e00\u6b21 idle，\u5e76\u6982\u62ec\u8fd9\u4e00\u663e\u5f0f\u62e5\u6709\u7684\u533a\u95f4；UI \u901a\u5e38\u5219\u4f1a\u6301\u7eed\u89c2\u5bdf\u5f00\u653e\u5f0f\u4e8b\u4ef6\u6d41\u3002<\/p>\n

    10.8\u3000\u5b9e\u64cd\u516d：\u59d4\u6d3e\u7ed9\u5b50 agent<\/h3>\n

    \u300c\u8ba9\u4e3b agent \u628a\u4e00\u90e8\u5206\u5de5\u4f5c\u4ea4\u7ed9\u5b50 agent\u300d\u662f\u4e00\u4e2a\u5e38\u89c1\u9700\u6c42\u3002\u5b83\u6302\u5728\u4e00\u4e2a\u72ec\u7acb\u7684 seam \u4e0a\u3002<\/p>\n

    \u5b98\u65b9\u5728\u5f52\u5c5e\u4f4d\u7f6e\u8868\u91cc\u7684\u8bf4\u6cd5\u662f：\u5b50 agent \u59d4\u6d3e\u7528 ctx.subagents \u63d0\u4f9b\u65b9\u6ce8\u518c\u8868，\u7136\u540e\u7528 dsh-tool-subagent \u5411\u6a21\u578b\u66b4\u9732\u4e00\u4e2a\u5df2\u914d\u7f6e\u7684\u63d0\u4f9b\u65b9\u3002<\/p>\n

    \u53ef\u9009\u7684\u63d0\u4f9b\u65b9\u5305\u62ec：<\/p>\n\n\u63d0\u4f9b\u65b9\u5b83\u505a\u4ec0\u4e48<\/tr>\n\n\n\n\n\n\n\n
    subagent-spawn-in-process<\/td>\n\u5728\u540c\u4e00\u8fdb\u7a0b\u91cc\u65b0\u5efa\u4e00\u4e2a\u5b50 agent<\/td>\n<\/tr>\n
    subagent-fork-in-process<\/td>\n\u5728\u540c\u4e00\u8fdb\u7a0b\u91cc\u4ece\u5f53\u524d\u4f1a\u8bdd fork \u51fa\u4e00\u4e2a\u5b50 agent<\/td>\n<\/tr>\n
    subagent-acp<\/td>\n\u901a\u8fc7 ACP \u534f\u8bae\u59d4\u6d3e\u7ed9\u53e6\u4e00\u4e2a\u4ea7\u54c1<\/td>\n<\/tr>\n
    subagent-codex<\/td>\n\u59d4\u6d3e\u7ed9 Codex<\/td>\n<\/tr>\n
    subagent-claude-code<\/td>\n\u59d4\u6d3e\u7ed9 Claude Code<\/td>\n<\/tr>\n
    subagent-dsh-sdk<\/td>\n\u901a\u8fc7 dsh \u81ea\u5df1\u7684 SDK \u59d4\u6d3e<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    \u5b98\u65b9\u5bf9 ctx.subagents \u7684\u804c\u8d23\u63cf\u8ff0\u662f：**\u63d0\u4f9b\u65b9\u5b9e\u73b0\u4f20\u8f93；\u8be5\u670d\u52a1\u8fd8\u8d1f\u8d23\u53ef\u9009\u7684\u3001\u57fa\u4e8e Activation \u7684\u5ef6\u7eed\u7f16\u6392\u3002**\u800c\u4e14\u6d88\u8d39\u65b9\u7684\u5206\u5de5\u4e5f\u5f88\u6e05\u695a：<\/p>\n

      \n
    • tool-subagent \u9009\u62e9\u300c\u4e00\u6b21\u6027\u300d\u6216\u300c\u53ef\u5ef6\u7eed\u300d\u59d4\u6d3e\u3002<\/li>\n
    • tool-subagent-control \u4f20\u9012\u540e\u7eed\u6d88\u606f\u3002<\/li>\n
    • tool-ralph \u8981\u6c42\u4e00\u6761\u5168\u65b0\u7684\u7ed3\u6784\u5316\u8f93\u51fa\u8def\u7531\u3002<\/li>\n<\/ul>\n

      \u53cd\u76f4\u89c9<\/p>\n

      \u5b50 agent \u548c\u4e3b agent \u7684\u5173\u7cfb，\u5728\u8fd0\u884c\u65f6\u7684\u6240\u6709\u6743\u548c\u6301\u4e45\u4f1a\u8bdd\u7684\u8840\u7f18\u4e0a\u662f\u4e24\u4ef6\u72ec\u7acb\u7684\u4e8b\u3002\u5b98\u65b9\u5728\u6ce8\u518c\u8868\u91cc\u4e13\u95e8\u8bf4\u660e：isOwnedBy(id, owner) \u5224\u65ad\u7684\u662f\u300c\u8fd0\u884c\u65f6\u6240\u6709\u6743\u300d，\u5b83\u300c\u4e0e\u6301\u4e45\u4f1a\u8bdd\u8840\u7f18\u65e0\u5173，\u5e76\u4e14\u5728\u4e0d\u76f8\u5173\u7684\u63d0\u4f9b\u65b9\u590d\u7528\u4e00\u4e2a id \u65f6\u4f9d\u7136\u65e0\u6b67\u4e49\u300d\u3002\u6240\u4ee5\u6062\u590d\u51fa\u6765\u7684\u4e00\u4e2a fork，\u5728\u8fd0\u884c\u65f6\u53ef\u80fd\u4ecd\u7136\u662f\u4e00\u4e2a root\u3002<\/p>\n

      10.9\u3000\u52a0\u65b0\u884c\u4e3a\u7684\u5b8c\u6574\u6e05\u5355<\/h3>\n

      \u628a\u8fd9\u4e00\u7ae0\u7684\u5185\u5bb9\u538b\u7f29\u6210\u4e00\u5f20\u53ef\u4ee5\u7167\u7740\u8d70\u7684\u6e05\u5355：<\/p>\n

    • **\u5148\u786e\u5b9a\u5f52\u5c5e\u3002**\u7528 10.1 \u7684\u56fe，\u627e\u5230\u300c\u80fd\u529b \u2192 ctx \u952e\u300d\u6216\u300c\u7b56\u7565 \u2192 \u4e8b\u4ef6\u300d\u3002<\/li>\n
    • **\u51b3\u5b9a\u662f\u5426\u9700\u8981\u6301\u4e45\u5316\u3002**\u8fd9\u4e2a\u4e8b\u5b9e\u8981\u5728\u91cd\u542f\u540e\u8fd8\u5728\u5417？\u5728 \u2192 \u6269\u5c55 SessionEventMap；\u4e0d\u5728 \u2192 \u7528 Agent \u4e8b\u4ef6\u3002<\/li>\n
    • \u5199\u63d2\u4ef6\u9aa8\u67b6\u3002name + inject + apply(ctx)\u3002\u540d\u5b57\u5e26\u524d\u7f00\u3002<\/li>\n
    • **\u6ce8\u518c\u884c\u4e3a\u3002**\u7528 ctx.xxx.register() \u6216 ctx.on(…)\u3002\u4e0d\u8981\u5fd8\u8bb0\u6ce8\u518c\u90fd\u662f\u526f\u4f5c\u7528，\u4f1a\u81ea\u52a8\u64a4\u9500\u3002<\/li>\n
    • **\u5199\u597d description\u3002**\u5982\u679c\u4f60\u7684\u80fd\u529b\u662f\u9762\u5411\u6a21\u578b\u7684，description \u5c31\u662f\u63d0\u793a\u8bcd，\u8ba4\u771f\u5199\u3002<\/li>\n
    • **\u9075\u5b88 signal\u3002**\u6240\u6709\u5f02\u6b65\u5de5\u4f5c\u90fd\u8981\u54cd\u5e94 exec.signal \u6216\u8f6e\u6b21\u7684 signal\u3002<\/li>\n
    • \u7528 –patch \u6302\u4e0a\u53bb\u8dd1\u4e00\u6b21\u3002dsh web –patch .\/\u4f60\u7684\/cordis.yml\u3002<\/li>\n
    • **\u7528 –dump-config \u786e\u8ba4\u5b83\u771f\u7684\u52a0\u8f7d\u4e86\u3002**\u5982\u679c\u6ca1\u751f\u6548，\u5148\u770b\u5b83\u6709\u6ca1\u6709\u51fa\u73b0\u5728\u5217\u8868\u91cc\u3002<\/li>\n
    • **\u9a8c\u8bc1\u64a4\u9500\u3002**\u628a patch \u62ff\u6389，\u786e\u8ba4\u884c\u4e3a\u5b8c\u5168\u6d88\u5931\u3001\u6ca1\u6709\u6b8b\u7559\u3002<\/li>\n

      10.10\u3000\u8fd9\u4e00\u7ae0\u8981\u5e26\u8d70\u7684\u4e09\u53e5\u8bdd<\/h3>\n

      \u8fd9\u4e00\u7ae0\u8981\u5e26\u8d70\u7684\u4e09\u53e5\u8bdd<\/p>\n

    • **\u5148\u95ee\u300c\u6302\u5728\u54ea\u300d，\u518d\u95ee\u300c\u600e\u4e48\u5199\u300d\u3002**90% \u7684\u8ff7\u8def\u90fd\u53d1\u751f\u5728\u7b2c\u4e00\u6b65\u3002<\/li>\n
    • **\u7528 –patch \u5f00\u53d1，\u7528 –dump-config \u9a8c\u8bc1\u3002**\u8fd9\u4e24\u4e2a\u547d\u4ee4\u80fd\u7701\u4f60\u5927\u91cf\u65f6\u95f4\u3002<\/li>\n
    • **\u6ce8\u518c\u4e0e\u64a4\u9500\u662f\u4e00\u5bf9\u3002**\u5199\u5b8c\u6ce8\u518c，\u7acb\u523b\u60f3\u64a4\u9500\u4f1a\u53d1\u751f\u4ec0\u4e48\u3002<\/li>\n
      \n

      \u8fd9\u4e00\u7ae0\u4e4b\u540e<\/h3>\n

      \u516d\u4e2a\u5b9e\u64cd\u8986\u76d6\u4e86\u672c\u4e66\u63d0\u5230\u7684\u5168\u90e8\u4e3b\u8981\u6269\u5c55\u70b9\u3002\u505a\u5b8c\u4e4b\u540e\u5efa\u8bae\u56de\u5230\u7b2c 1 \u7ae0\u91cd\u65b0\u8bfb\u4e00\u904d Cordis \u7684\u4e94\u79cd\u5206\u53d1\u6a21\u5f0f\u2014\u2014
      \n\u4f60\u4f1a\u53d1\u73b0\u90a3\u4e9b\u5f53\u65f6\u62bd\u8c61\u7684\u6982\u5ff5，\u73b0\u5728\u90fd\u5bf9\u5e94\u7740\u4f60\u521a\u5199\u8fc7\u7684\u67d0\u884c\u4ee3\u7801\u3002<\/p>\n

      \u5982\u679c\u4f60\u53ea\u60f3\u7559\u4e00\u5f20\u7eb8\u5728\u684c\u4e0a，\u90a3\u5c31\u662f 10.9 \u8282\u7684\u300c\u52a0\u65b0\u884c\u4e3a\u7684\u5b8c\u6574\u6e05\u5355\u300d：
      \n\u5148\u95ee\u6302\u5728\u54ea，\u518d\u67e5\u8be5\u6269\u5c55\u70b9\u7528\u4ec0\u4e48\u5206\u53d1\u6a21\u5f0f，\u6700\u540e\u786e\u8ba4\u526f\u4f5c\u7528\u8981\u4e0d\u8981\u53ef\u9006\u3002<\/p>\n

      \u5185\u5bb9\u6574\u7406\u81ea DeepSeek Harness \u5b98\u65b9\u4ed3\u5e93 docs\/architecture.zh.md \u53ca\u5176\u5f15\u7528\u7684 Cookbook\u3001\u5f00\u53d1\u6587\u6863\u3002
      \n\u5b98\u65b9\u9879\u76ee\u5904\u4e8e\u5f00\u53d1\u8005\u9884\u89c8\u9636\u6bb5，\u5177\u4f53\u547d\u4ee4\u3001\u5305\u540d\u4e0e\u5b57\u6bb5\u8bf7\u4ee5\u4f60\u624b\u4e0a\u7684\u4ee3\u7801\u4e3a\u51c6\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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