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V-LiuShuang
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# 任务目标
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# 任务目标
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看下"E:\gitlab\mis-qas\mis-modules\mis-certification\src\main\java\com\lcfc\certification\tool\ChatResponseUtil.java"文件里"executeAgent"方法，Agent运行时没有收集到MCP工具调用的信息，但实际上过程中存在MCP的工具调用，数据库表最新的数据：
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分析下面两个框架对于 Workspace 文件系统，是如何集成不同类型的沙箱（重点是Docker）以及实现原理、使用限制、好处和弊端，已markdown格式输出一份报告，写入到文件："E:\synology\tmp\msg.md"。
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```json
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{
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"id": "2082645289369387010",
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"project_id": "1",
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"update_time": "2026-07-30 09:51:45",
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"user_num": "1",
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"user_id": [
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"7"
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],
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"chat_num": "1",
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"input_token": "29712",
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"output_token": "1562",
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"kb_doc_use_info": [
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{
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"kbId": "certification-kb-id",
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"docIds": [
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"NB产品CB认证SOP V1.0",
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"Green Project Execution SOP",
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"认证跨学科关联知识 for EU",
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"Cert RFQ V5.2"
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]
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}
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],
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"call_mcp_tool_count": "0",
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"call_skill_count": "0",
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"mcp_use_info": null,
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"skill_use_info": null,
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"user_dislike_count": null,
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"user_feedback_count": null
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}
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```
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- agentscope：v2.0.5
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- agentscope-java：v2.0.0
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我从接口响应的 EventStream 中观察到如下几个片段，确认是有的，比如"downloadCertificationReport"。
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## Github源码
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```text
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{"userMessageId":null,"node":"_AGENT_MODEL_","agent":"subgraph_certification_query_agent","tokenUsage":{"promptTokens":6281,"completionTokens":46,"totalTokens":6327,"nativeUsage":{"completion_tokens":46,"prompt_tokens":6281,"total_tokens":6327}},"message":{"messageType":"tool-request","content":"","metadata":{"role":"ASSISTANT","messageType":"ASSISTANT","refusal":"","finishReason":"TOOL_CALLS","index":0,"annotations":[],"id":"chatcmpl-b3c97996f78b0739","reasoningContent":""},"toolCalls":[{"id":"call_083c6a92a3964accade8272c","type":"function","name":"downloadCertificationReport","arguments":"{\"certItem\": \"BIS\", \"modelCode\": \"MY55B\"}"}]},"toolMessages":null,"chunk":"","kbDocContext":null}
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| 沙箱类型 | agentscope | agentscope-java |
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| --- | --- | --- |
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| Docker | https://github.com/agentscope-ai/agentscope/blob/v2.0.5/src/agentscope/workspace/_docker/_docker_workspace.py | https://github.com/agentscope-ai/agentscope-java/blob/v2.0.0/agentscope-harness/src/main/java/io/agentscope/harness/agent/sandbox/impl/docker/DockerFilesystemSpec.java |
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| Kubernetes | https://github.com/agentscope-ai/agentscope/blob/v2.0.5/src/agentscope/workspace/_k8s/_k8s_workspace.py | https://github.com/agentscope-ai/agentscope-java/blob/v2.0.0/agentscope-extensions/agentscope-extensions-sandbox/agentscope-extensions-sandbox-kubernetes/src/main/java/io/agentscope/extensions/sandbox/kubernetes/KubernetesFilesystemSpec.java |
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| e2b | https://github.com/agentscope-ai/agentscope/blob/v2.0.5/src/agentscope/workspace/_e2b/_e2b_workspace.py | https://github.com/agentscope-ai/agentscope-java/blob/v2.0.0/agentscope-extensions/agentscope-extensions-sandbox/agentscope-extensions-sandbox-e2b/src/main/java/io/agentscope/extensions/sandbox/e2b/E2bFilesystemSpec.java |
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| Daytona | https://github.com/agentscope-ai/agentscope/blob/v2.0.5/src/agentscope/workspace/_daytona/_daytona_workspace.py | https://github.com/agentscope-ai/agentscope-java/blob/v2.0.0/agentscope-extensions/agentscope-extensions-sandbox/agentscope-extensions-sandbox-daytona/src/main/java/io/agentscope/extensions/sandbox/daytona/DaytonaFilesystemSpec.java |
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| AgentRun | 暂未支持 | https://github.com/agentscope-ai/agentscope-java/blob/v2.0.0/agentscope-extensions/agentscope-extensions-sandbox/agentscope-extensions-sandbox-agentrun/src/main/java/io/agentscope/extensions/sandbox/agentrun/AgentRunFilesystemSpec.java |
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| OpenSandbox | https://github.com/agentscope-ai/agentscope/blob/v2.0.5/src/agentscope/workspace/_opensandbox/_opensandbox_workspace.py | 暂未支持 |
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{"userMessageId":null,"node":"_AGENT_TOOL_","agent":"subgraph_certification_query_agent","tokenUsage":null,"message":{"messageType":"tool","content":"","metadata":{"messageType":"TOOL"},"responses":[{"id":"call_083c6a92a3964accade8272c","name":"downloadCertificationReport","responseData":"[{\"text\":\"\\\"MCP调用成功，生成认证报告下载地址:,此地址有时效性https://misqasoss.lcfuturecenter.com:9000/extractdata/extractdata/2026/07/30/7680d1f6bfe24efe8f72b308ff019662.zip?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20260730T024643Z&X-Amz-SignedHeaders=host&X-Amz-Credential=mirror%2F20260730%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Expires=604800&X-Amz-Signature=7ba16bb31d3d40babe878e965625e94a6c358464231934ca5c2b4f5989307ff4\\\"\"}]"}]},"toolMessages":null,"chunk":"","kbDocContext":null}
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{"userMessageId":null,"node":"_AGENT_MODEL_","agent":"subgraph_certification_query_agent","tokenUsage":{"promptTokens":6612,"completionTokens":46,"totalTokens":6658,"nativeUsage":{"completion_tokens":46,"prompt_tokens":6612,"total_tokens":6658}},"message":{"messageType":"tool-request","content":"","metadata":{"role":"ASSISTANT","messageType":"ASSISTANT","refusal":"","finishReason":"TOOL_CALLS","index":0,"annotations":[],"id":"chatcmpl-b953f4568b860563","reasoningContent":""},"toolCalls":[{"id":"call_85a2100b1adc4790bb7b2bb9","type":"function","name":"downloadCertificationReport","arguments":"{\"certItem\": \"BIS\", \"modelCode\": \"MY55B\"}"}]},"toolMessages":null,"chunk":"","kbDocContext":null}
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## 其他参考资料
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{"userMessageId":null,"node":"_AGENT_TOOL_","agent":"subgraph_certification_query_agent","tokenUsage":null,"message":{"messageType":"tool","content":"","metadata":{"messageType":"TOOL"},"responses":[{"id":"call_85a2100b1adc4790bb7b2bb9","name":"downloadCertificationReport","responseData":"[{\"text\":\"\\\"MCP调用成功，生成认证报告下载地址:,此地址有时效性https://misqasoss.lcfuturecenter.com:9000/extractdata/extractdata/2026/07/30/e9a0b939a16e4d0584d8b8454f23be88.zip?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20260730T024640Z&X-Amz-SignedHeaders=host&X-Amz-Credential=mirror%2F20260730%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Expires=604800&X-Amz-Signature=bab54b68da0b765da8da964c164ec1de063ecacb11820c15b53d376c362e2686\\\"\"}]"}]},"toolMessages":null,"chunk":"","kbDocContext":null}
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```
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- agentscope-java 官方文档对于文件系统的介绍：https://java.agentscope.io/v2/zh/docs/harness/filesystem.html
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- agentscope 官方文档对于Workspace的介绍：https://docs.agentscope.io/versions/2.0.5/zh/deploy/workspace-manager
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- OpenSandbox Github：https://github.com/opensandbox-group/OpenSandbox
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- OpenSandbox 官方文档：https://open-sandbox.ai/getting-started
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请根据上述内容分析问题原因，修复bug。
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