Unpacking the Data Structure of Manus Session

发表于 更新于 分类于 ， 阅读时长 ≈ 24 分钟
Simple note of data interface of Manus session with examples.

The data comes from these cases:

The history data of a session is provided by the API https://api.manus.im/api/chat/getSession?sessionId=xxx.

Data

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{
  "id": "xFgpHb15vKqfRPWIs3JJPJ",
  "title": "Comprehensive Tesla Stock Analysis and Investment Insights",
  "iconInfo": {
    "$typeName": "session.v1.IconInfo",
    "url": "https://files.manuscdn.com/assets/icon/session/apple-stocks-data.svg",
    "bgColorLight": "#E43573",
    "bgColorDark": "#3F3F3F"
  },
  "agentTaskMode": 1,
  "events": []
}

Q: how many kinds of agentTaskMode?

Events

chat

  • sender: “user”, “assistant”
  • content: Markdown format text
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{
    "id": "vG1n3GhvODVIjGoJ12J2GS",
    "type": "chat",
    "timestamp": 1741060890011,
    "sender": "user",
    "messageType": "text",
    "content": "I'd like a thorough analysis of Tesla stock, including:\n\nSummary: Company overview, key metrics, performance data and investment recommendations\nFinancial Data: Revenue trends, profit margins, balance sheet and cash flow analysis\nMarket Sentiment: Analyst ratings, sentiment indicators and news impact\nTechnical Analysis: Price trends, technical indicators and support/resistance levels\nCompare Assets: Market share and financial metrics vs. key competitors\nValue Investor: Intrinsic value, growth potential and risk factors\nInvestment Thesis: SWOT analysis and recommendations for different investor types",
    "attachments": []
}

{
    "type": "chat",
    "messageType": "text",
    "attachments": [],
    "content": "I'll help you create a comprehensive analysis of Tesla stock. I'll gather the latest financial data, market sentiment, technical analysis, competitive comparisons, and develop investment recommendations. This will take some time to research thoroughly, but I'll work on it right away and provide you with a detailed report.",
    "id": "4hJnLZZjels3kckkeY8WFQ",
    "sender": "assistant",
    "timestamp": 1741060892861
}

With attachments created before.

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{
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  "type": "chat",
  "timestamp": 1740979547968,
  "sender": "user",
  "messageType": "text",
  "content": "Here is the survey for available interview times from April 13 to April 15. Please create an interview schedule for me with two interview sessions each day (one in the morning and one in the afternoon). The number of candidates in each session should be as evenly distributed as possible, and the schedule should accommodate each student's available time. Please provide the most reasonable interview schedule.",
  "attachments": [
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          "type": "file",
          "filename": "interview_survey_final.xlsx",
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          "contentLength": 11353
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}

{
  "id": "KX9zvuTApeB3f9cYpVcKEl",
  "type": "chat",
  "timestamp": 1740986701272,
  "sender": "user",
  "messageType": "text",
  "content": "Please analyze these travel policies and provide a comparative table with key dimensions to clearly highlight the differences between them.",
  "attachments": [
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          "url": "https://private-us-east-1.manuscdn.com/users/309511696588767621/uploads/oUO7cTCVFHVvQVOkXF0i5q_na1fn_dHJhdmVsLXBvbGljeS1kb2N1bWVudA.pdf?Policy=eyJTdGF0ZW1lbnQiOlt7IlJlc291cmNlIjoiaHR0cHM6Ly9wcml2YXRlLXVzLWVhc3QtMS5tYW51c2Nkbi5jb20vdXNlcnMvMzA5NTExNjk2NTg4NzY3NjIxL3VwbG9hZHMvb1VPN2NUQ1ZGSFZ2UVZPa1hGMGk1cV9uYTFmbl9kSEpoZG1Wc0xYQnZiR2xqZVMxa2IyTjFiV1Z1ZEEucGRmIiwiQ29uZGl0aW9uIjp7IkRhdGVMZXNzVGhhbiI6eyJBV1M6RXBvY2hUaW1lIjoxNzQxNTkwNTAxfX19XX0_&Key-Pair-Id=K2HSFNDJXOU9YS&Signature=FQaTrhK0ZTzHWF8QW4Vneobb26Tuzv6CDgFmVUfU2dL375FrH2TaJXIzI68wgHx0NYYMRSiqaALsOdnI0r7Hmam4QBV-7IIrsMlFuIAkRsN7pAlR-POZ6kHBN55L5fVrzV00tyQSymwXW75vRyHGgxpPxcu8HsAJHZBYh9pnelxRKe6eKZcL5fjU2M8qDDKOP7a1CpckPioDwzHAIgQ5y8a67HJmkqw7enTf16J7b6cOoqJW0Ba3eiz~7A83J1QjKDuMj15teiKqjtWMR5XP-V8z~r3iXILCGKWC0kJDxH8QP6Gds~TopIU3MtRC7lT39e2D308gl5Aygi8NE1ypNw__",
          "type": "file",
          "filename": "travel-policy-document.pdf",
          "contentType": "application/pdf",
          "contentLength": 779625
      }
  ]
}

{
  "type": "chat",
  "messageType": "text",
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      "path": "/home/ubuntu/tesla_analysis/charts/tesla_historical_price.png",
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      "filename": "tesla_historical_price.png",
      "timestamp": 1741061983802,
      "contentType": "image/png",
      "contentLength": 47609
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    {
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      "path": "/home/ubuntu/tesla_analysis/charts/tesla_capital_structure.png",
      "type": "image",
      "filename": "tesla_capital_structure.png",
      "timestamp": 1741061983802,
      "contentType": "image/png",
      "contentLength": 30300
    },
    {
      "url": "https://private-us-east-1.manuscdn.com/sessionFile/xFgpHb15vKqfRPWIs3JJPJ/sandbox/CZjwux2HibnKjGKnS2xC3V_1741061983802_na1fn_L2hvbWUvdWJ1bnR1L3Rlc2xhX2FuYWx5c2lzL2NoYXJ0cy90ZXNsYV9yZXZlbnVlX2dyb3d0aA.png?Policy=eyJTdGF0ZW1lbnQiOlt7IlJlc291cmNlIjoiaHR0cHM6Ly9wcml2YXRlLXVzLWVhc3QtMS5tYW51c2Nkbi5jb20vc2Vzc2lvbkZpbGUveEZncEhiMTV2S3FmUlBXSXMzSkpQSi9zYW5kYm94L0Naand1eDJIaWJuS2pHS25TMnhDM1ZfMTc0MTA2MTk4MzgwMl9uYTFmbl9MMmh2YldVdmRXSjFiblIxTDNSbGMyeGhYMkZ1WVd4NWMybHpMMk5vWVhKMGN5OTBaWE5zWVY5eVpYWmxiblZsWDJkeWIzZDBhQS5wbmciLCJDb25kaXRpb24iOnsiRGF0ZUxlc3NUaGFuIjp7IkFXUzpFcG9jaFRpbWUiOjE3NDMxMjgyMDh9fX1dfQ__&Key-Pair-Id=K2HSFNDJXOU9YS&Signature=TOhZSNCFinyvfUW3pT1RxOHa9v5KMyMbZ0Tjcy6OzzIoW8JTUa7S0KNZskgUtuoBnqimVaEyqAVVida9-ZBSGpbwTocJH8IygaUZSkpRhtKDtrlUPGUHV~bZyYkURRkc7zo57C1HO9u3g3gfc55jjBJLZzfU4m2ht92Hfe0vwAoPLMoyjXSR7wgs1vGjQ4SR97N6pOFh-CA3q4BRPEPyk5BiX0F6EJjoXeAD5gF0lNBhhtMwXSar0u6kEAMPcgxdGfKGIe5B-4YGYi2DEhe4v7o26fNW-2oeJpL8kLpbLYY-0qYGpex8JyQCpDNbxwujkC-mMd3qizXjUqTkahyb2g__",
      "path": "/home/ubuntu/tesla_analysis/charts/tesla_revenue_growth.png",
      "type": "image",
      "filename": "tesla_revenue_growth.png",
      "timestamp": 1741061983802,
      "contentType": "image/png",
      "contentLength": 32821
    },
    {
      "url": "https://private-us-east-1.manuscdn.com/sessionFile/xFgpHb15vKqfRPWIs3JJPJ/sandbox/CZjwux2HibnKjGKnS2xC3V_1741061983802_na1fn_L2hvbWUvdWJ1bnR1L3Rlc2xhX2FuYWx5c2lzL2NoYXJ0cy90ZXNsYV9wcm9maXRhYmlsaXR5X21hcmdpbnM.png?Policy=eyJTdGF0ZW1lbnQiOlt7IlJlc291cmNlIjoiaHR0cHM6Ly9wcml2YXRlLXVzLWVhc3QtMS5tYW51c2Nkbi5jb20vc2Vzc2lvbkZpbGUveEZncEhiMTV2S3FmUlBXSXMzSkpQSi9zYW5kYm94L0Naand1eDJIaWJuS2pHS25TMnhDM1ZfMTc0MTA2MTk4MzgwMl9uYTFmbl9MMmh2YldVdmRXSjFiblIxTDNSbGMyeGhYMkZ1WVd4NWMybHpMMk5vWVhKMGN5OTBaWE5zWVY5d2NtOW1hWFJoWW1sc2FYUjVYMjFoY21kcGJuTS5wbmciLCJDb25kaXRpb24iOnsiRGF0ZUxlc3NUaGFuIjp7IkFXUzpFcG9jaFRpbWUiOjE3NDMxMjgyMDh9fX1dfQ__&Key-Pair-Id=K2HSFNDJXOU9YS&Signature=R4ECYV9kqx2Ktfx-lxMTyd7mpF-6EWqY~rjd1nu7g417pHP2XiAlANwDhCXHowizuu276LWMY5sv79w4qqxYkIZMcH~awKcEov~HD8jirSDvjAX7hD4Q3uiDw-gsoTF4705Ic3liw655GSGb35XDUOEDN6ml15szhqi9xP4XaqFVeMfdqXelYHldYrLQyB0h~2TggYHpeEdOHFGX7ea96N9CdbV3X3tT37gD5iLUkAJjnnx~ny0oF26Eflj1L0YdzwSK~tpC-VZYZl9js1vTd4J2FGbyz9yp3CZyTvz0inUt-WnmcrVCS1M7KFGYrtf5U3S75p7sdf6dpncZWgrGzw__",
      "path": "/home/ubuntu/tesla_analysis/charts/tesla_profitability_margins.png",
      "type": "image",
      "filename": "tesla_profitability_margins.png",
      "timestamp": 1741061983802,
      "contentType": "image/png",
      "contentLength": 61140
    },
    {
      "url": "https://private-us-east-1.manuscdn.com/sessionFile/xFgpHb15vKqfRPWIs3JJPJ/sandbox/CZjwux2HibnKjGKnS2xC3V_1741061983802_na1fn_L2hvbWUvdWJ1bnR1L3Rlc2xhX2FuYWx5c2lzL2NoYXJ0cy90ZXNsYV9jYXNoX2Zsb3dfYW5hbHlzaXM.png?Policy=eyJTdGF0ZW1lbnQiOlt7IlJlc291cmNlIjoiaHR0cHM6Ly9wcml2YXRlLXVzLWVhc3QtMS5tYW51c2Nkbi5jb20vc2Vzc2lvbkZpbGUveEZncEhiMTV2S3FmUlBXSXMzSkpQSi9zYW5kYm94L0Naand1eDJIaWJuS2pHS25TMnhDM1ZfMTc0MTA2MTk4MzgwMl9uYTFmbl9MMmh2YldVdmRXSjFiblIxTDNSbGMyeGhYMkZ1WVd4NWMybHpMMk5vWVhKMGN5OTBaWE5zWVY5allYTm9YMlpzYjNkZllXNWhiSGx6YVhNLnBuZyIsIkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc0MzEyODIwOH19fV19&Key-Pair-Id=K2HSFNDJXOU9YS&Signature=P0GyMLi38cIp0ssnWkQYaG1g1wuSfFOv1yg8jIrse7HGQlMaWFUi2pQKA9IDrZv-UXDqitqy-S1-lSfRECFdUXI0sxqfSg8rlMfl9afGySE~5lYlue4Ym9ZGJeyZ3eqVhDP2sy-P9iY~QWmE5qSdBbcCMnIhK6fv4xQVXNXMW9-swcaM0yYaUyfYuYXNUe8taMIUjBnYJZu~rJ57zAfh8VgAoKrcVl-W3xdBP~Qk-2zZUk6jmcf8uZArUjnZ1L45KjQhmzh15D7B9b8zXIlIXX0s4ygnMHdQ6twYjVG-ITHOO1XqSjD8fEVt0ufEAV6UxgyM3lZkf4A~Ce9ol6BPRg__",
      "path": "/home/ubuntu/tesla_analysis/charts/tesla_cash_flow_analysis.png",
      "type": "image",
      "filename": "tesla_cash_flow_analysis.png",
      "timestamp": 1741061983802,
      "contentType": "image/png",
      "contentLength": 44464
    }
  ],
  "content": "I've completed the financial data collection and analysis for Tesla. Here's what I've gathered:\n\n1. Historical Stock Data: I've retrieved Tesla's stock price history from Yahoo Finance, including key metrics like the current price ($284.65), 52-week high ($488.54), and 52-week low ($138.80). I've created visualizations of the price trends and calculated volatility metrics.\n\n2. Revenue Analysis: Tesla has shown remarkable growth, with revenue increasing from $24.6 billion in 2019 to $96.8 billion in 2023, representing a strong compound annual growth rate.\n\n3. Profitability Metrics: I've analyzed Tesla's gross margins, operating margins, and net margins over the past five years, showing their progression from negative operating income in 2019 to substantial profitability in recent years.\n\n4. Balance Sheet Strength: Tesla has significantly improved its financial position, reducing debt while building cash reserves to over $29 billion by 2023.\n\n5. Cash Flow Analysis: The company has demonstrated strong cash generation capabilities with positive and growing free cash flow despite significant capital expenditures.\n\n6. R&D and Capital Investments: Tesla continues to invest heavily in research and development and production capacity expansion.\n\nI'm now moving on to analyze market sentiment for Tesla, including analyst ratings, price targets, and news impact on the stock. This will give us insight into how the market perceives Tesla's future prospects.",
  "id": "CZjwux2HibnKjGKnS2xC3V",
  "sender": "assistant",
  "timestamp": 1741061983997
}

Ask for approval by requestDeployActionId.

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{
  "type": "chat",
  "messageType": "text",
  "attachments": [],
  "requestDeployActionId": "toolu_01Xea7dTETZUtxWThJB9Ggsi",
  "content": "Manus 正在尝试将位于 `/home/ubuntu/tesla_analysis/dashboard` 的服务部署到公网上。请通过点击按钮确认您是否同意。",
  "id": "YCrGxLFvxLLJlGHKSfx8zg",
  "sender": "assistant",
  "timestamp": 1741065199191
}

Text output result.

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{
  "type": "chat",
  "messageType": "text",
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          "path": "/home/ubuntu/travel_policy_analysis/travel_insurance_comparison_table.md",
          "type": "file",
          "filename": "travel_insurance_comparison_table.md",
          "timestamp": 1740987315310,
          "contentType": "text/markdown",
          "contentLength": 4098
      }
  ],
  "content": "I've completed the comparative analysis of the four travel insurance policies you provided. The analysis includes a comprehensive breakdown of key dimensions such as medical coverage, trip protection, baggage coverage, personal accident and liability, special benefits, plan structure, and additional features.\n\nI've created a detailed report that highlights the strengths and unique offerings of each policy, along with key insights for each dimension and specific recommendations based on different traveler needs.\n\nHere's the full comparative analysis document and the supporting comparison table.",
  "id": "17M5PpfEyRmhkYuQKEN1rD",
  "sender": "assistant",
  "timestamp": 1740987315791
}

{
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  "messageType": "text",
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          "path": "/home/ubuntu/interview_schedule.txt",
          "type": "file",
          "filename": "interview_schedule.txt",
          "timestamp": 1740979879402,
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          "contentLength": 1179
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  ],
  "content": "I've completed creating the interview schedule based on the survey data. Here's what I've prepared:\n\n1. I've created a balanced interview schedule with two sessions per day (morning and afternoon) from April 13-15.\n2. All 45 candidates have been assigned to sessions according to their availability.\n3. The distribution is well-balanced with 8, 7, 6, 8, 7, and 7 candidates per session.\n4. The schedule has been validated to ensure all candidates are assigned to times they're available.\n\nI'm attaching the schedule in multiple formats:\n- A text version with the basic schedule\n- A markdown version with more detailed formatting\n- An HTML version with enhanced visual presentation\n- A visual representation showing the schedule graphically\n\nThe schedule successfully accommodates all candidates' availability constraints while maintaining an even distribution across all six sessions.",
  "id": "myZ92j2wqYkDtJWabMe6pl",
  "sender": "assistant",
  "timestamp": 1740979879558
}

liveStatus

Always show the latest one at the bottom before the job is finished.

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{
  "id": "k7QnLyNeOeCtPCzteTREAz",
  "type": "liveStatus",
  "timestamp": 1741060890082,
  "text": "初始化沙箱"
}

sandboxUpdate

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{
    "id": "Kgfk50K5yUzFGh8kBmD25y",
    "type": "sandboxUpdate",
    "timestamp": 1741060891120,
    "sandboxId": "****",
    "status": "running",
    "codeServerUrl": "****",
    "vncUrl": "****"
}

{
    "id": "DPtpw7TlfGM0F3JBFOe5Vf",
    "type": "sandboxUpdate",
    "timestamp": 1741066408097,
    "sandboxId": "****",
    "status": "stopped",
    "codeServerUrl": "****",
    "vncUrl": "****"
}

resourceAccessed

A read-only list showed on web page.

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{
  "id": "FTSYIESAA0lX1IKWQEMDcx",
  "type": "resourceAccessed",
  "timestamp": 1741060897834,
  "brief": "已连接到数据源",
  "resourceType": "data_api",
  "resources": [
    {
      "id": "api_19",
      "title": "Get stock chart",
      "kind": "builtin"
    },
    {
      "id": "api_20",
      "title": "Get stock holders",
      "kind": "builtin"
    },
    {
      "id": "api_21",
      "title": "Get stock insights",
      "kind": "builtin"
    },
    {
      "id": "api_16",
      "title": "Get stock profile",
      "kind": "builtin"
    },
    {
      "id": "api_22",
      "title": "Get stock SEC filing",
      "kind": "builtin"
    },
    {
      "id": "api_23",
      "title": "Get what analysts are saying of a stock",
      "kind": "builtin"
    }
  ]
}

statusUpdate

Note that planStepId will be generated before stepId.

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{
    "id": "l5ckmcJ92qsBeEcPWdd517",
    "type": "statusUpdate",
    "timestamp": 1741060902886,
    "agentStatus": "running",
    "brief": "Manus 正在工作",
    "description": "Creating a plan for Tesla stock analysis",
    "noRender": false,
    "planStepId": "E7Q4GDL3FsNrzRuv3Cb5Xa"
}

{
    "id": "JjrDxkPfwe54YWM2akBGEp",
    "type": "statusUpdate",
    "timestamp": 1741065081706,
    "agentStatus": "running",
    "brief": "Manus 正在运行",
    "description": "Manus 正在处理您的请求",
    "noRender": true,
    "planStepId": "jxqdGJWP8ipvTYx6Y4fCEZ"
}

{
    "id": "WLYbSvWSWXO94sQHJzLNlf",
    "type": "statusUpdate",
    "timestamp": 1741065742563,
    "agentStatus": "stopped",
    "brief": "Manus 已完成工作",
    "description": "Manus 已完成当前任务，并准备好接收新请求或修改。",
    "noRender": false,
    "planStepId": "qUIIRtCmzKhU9rXxeGIfpb"
}

toolUsed

  • tool: “terminal”, “text_editor”, “search”, “browser”
  • detail data should be used to show runtime outputs in “Manus’ computer” card

terminal

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{
    "id": "lxD5h6ztASqqdXXvJMoKcq",
    "type": "toolUsed",
    "timestamp": 1741060905794,
    "actionId": "toolu_014zqVgHFTWGj543mEUAmYnx",
    "tool": "terminal",
    "status": "success",
    "brief": "Manus 正在使用终端",
    "description": "已执行命令 `mkdir -p tesla_analysis && cd tesla_analysis && touch todo.md`",
    "message": {
        "action": "正在执行命令",
        "param": "mkdir -p tesla_analysis && cd tesla_analysis && touch todo.md"
    },
    "detail": {
        "terminal": {
            "action": "execute",
            "finished": true,
            "shellId": "shell1",
            "command": "mkdir -p tesla_analysis && cd tesla_analysis && touch todo.md",
            "outputType": "append",
            "output": [
                "\u001b[32mubuntu@sandbox:~ $\u001b[0m cd /home/ubuntu && mkdir -p tesla_analysis && cd tesla_analysis && touch todo.md\n\n\u001b[32mubuntu@sandbox:~/tesla_analysis $\u001b[0m"
            ]
        }
    },
    "planStepId": "E7Q4GDL3FsNrzRuv3Cb5Xa"
}

text_editor

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{
    "id": "g5UfojfdB2VhWIxwcvs6Uj",
    "type": "toolUsed",
    "timestamp": 1741060924172,
    "actionId": "toolu_01HjcgTGFBtBfZpRCKZRzZ32",
    "tool": "text_editor",
    "status": "success",
    "planStepId": "E7Q4GDL3FsNrzRuv3Cb5Xa",
    "brief": "Manus 正在使用文本编辑器",
    "description": "正在创建文件 `tesla_analysis/todo.md`",
    "message": {
        "action": "正在创建文件",
        "param": "tesla_analysis/todo.md"
    },
    "detail": {
        "textEditor": {
            "action": "write",
            "path": "/home/ubuntu/tesla_analysis/todo.md",
            "content": "# Tesla Stock Analysis Todo List\n\n## 1. Create Todo List\n- [x] Create project directory structure\n- [x] Create todo.md file\n- [x] Outline all required analysis components\n\n## 2. Gather Tesla Company Overview\n- [ ] Collect basic company information (ticker, exchange, etc.)\n- [ ] Get company profile and business summary\n- [ ] Identify key executives and leadership team\n- [ ] Document company history and major milestones\n- [ ] Analyze business model and revenue streams\n\n## 3. Collect Tesla Financial Data\n- [ ] Retrieve historical stock price data\n- [ ] Analyze revenue trends over past 5 years\n- [ ] Calculate profit margins and profitability metrics\n- [ ] Examine balance sheet strength and liabilities\n- [ ] Analyze cash flow statements and free cash flow\n- [ ] Review capital expenditures and R&D investments\n\n## 4. Analyze Market Sentiment for Tesla\n- [ ] Gather recent analyst ratings and price targets\n- [ ] Collect analyst commentary and research reports\n- [ ] Analyze recent news impact on stock price\n- [ ] Review insider trading activity\n- [ ] Examine institutional ownership changes\n- [ ] Assess social media and retail investor sentiment\n\n## 5. Perform Technical Analysis on Tesla Stock\n- [ ] Create price charts for different time periods\n- [ ] Identify key support and resistance levels\n- [ ] Calculate and analyze moving averages\n- [ ] Evaluate momentum indicators (RSI, MACD, etc.)\n- [ ] Identify chart patterns and potential breakout points\n- [ ] Assess volume trends and distribution\n\n## 6. Compare Tesla with Competitors\n- [ ] Identify key competitors in EV and automotive space\n- [ ] Compare market share and growth rates\n- [ ] Analyze financial metrics relative to peers\n- [ ] Compare valuation multiples (P/E, P/S, EV/EBITDA)\n- [ ] Assess technological advantages and disadvantages\n- [ ] Evaluate manufacturing capacity and efficiency\n\n## 7. Calculate Intrinsic Value of Tesla\n- [ ] Apply discounted cash flow (DCF) model\n- [ ] Estimate future growth rates and margins\n- [ ] Calculate weighted average cost of capital (WACC)\n- [ ] Perform sensitivity analysis on key assumptions\n- [ ] Compare intrinsic value to current market price\n- [ ] Assess margin of safety for potential investors\n\n## 8. Develop Investment Thesis for Tesla\n- [ ] Conduct SWOT analysis (Strengths, Weaknesses, Opportunities, Threats)\n- [ ] Identify key growth drivers and catalysts\n- [ ] Assess major risk factors and potential headwinds\n- [ ] Develop bull case scenario and price target\n- [ ] Develop bear case scenario and price target\n- [ ] Create recommendations for different investor types\n\n## 9. Compile Comprehensive Tesla Stock Report\n- [ ] Write executive summary with key findings\n- [ ] Organize all analysis sections into cohesive report\n- [ ] Create visualizations for key metrics and trends\n- [ ] Format report with proper sections and references\n- [ ] Review and proofread final document\n\n## 10. Deliver Report to User\n- [ ] Finalize all report components\n- [ ] Ensure all analyses are complete and accurate\n- [ ] Package report with all supporting files\n- [ ] Deliver final report to user\n",
            "oldContent": ""
        }
    }
}
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        "browser": {
            "url": "https://topstartups.io/?industries=Artificial%20Intelligence",
            "screenshot": "https://private-us-east-1.manuscdn.com/sessionFile/YIRZaLUfghVxGCN7dE6hbI/browserScreenshots/4krQb4zV8cVF2C2ZBHqGd5_1741008563479_na1fn_Y2xlYW4.webp?Policy=eyJTdGF0ZW1lbnQiOlt7IlJlc291cmNlIjoiaHR0cHM6Ly9wcml2YXRlLXVzLWVhc3QtMS5tYW51c2Nkbi5jb20vc2Vzc2lvbkZpbGUvWUlSWmFMVWZnaFZ4R0NON2RFNmhiSS9icm93c2VyU2NyZWVuc2hvdHMvNGtyUWI0elY4Y1ZGMkMyWkJIcUdkNV8xNzQxMDA4NTYzNDc5X25hMWZuX1kyeGxZVzQud2VicCIsIkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc0MzQ5NDM4M319fV19&Key-Pair-Id=K2HSFNDJXOU9YS&Signature=fGPk7NotNLYyve10v9CMq~3k~B-QXeWQ8m17S9276KOpqNcv5cFnhVPHn2F08j-EQVWWJPyNqnVoHgmZ22p5YdmG1DC1wGKmRwzwMZ41-mFGW-W2kdSYRi9I3Ha9uPP23ZpgR1HPLDu-wOAKQzhPZCX1Mx0F8y-2qrJVmLqeAyaELm6Pvlk7cZzSGF~W5hJptHx7xdfARXLWV-gtKU~XtCu5ZdIZfutyjryGPiV8xIknpTyFvPfR~MCypNWMAXY2tR3MAmV1x3r~F7CWj5JV44kpYZrTPI-maPUtnkoxXnt7oLXFNUAHFYamBq86uo8C5ZNjTa9Q5D25nlbSicp8uw__"
        }
    },
    "planStepId": "crQ9ZsB23l5MN7IYhwOnSx"
}

{
    "id": "AUsLw5l0nxo5Qwa4jZhZQM",
    "type": "toolUsed",
    "timestamp": 1741009272646,
    "actionId": "toolu_014ymijbAfUVMC9RFfPht8oA",
    "tool": "browser",
    "status": "error",
    "brief": "Manus 正在使用浏览器",
    "description": "browser:Error executing action browser_navigate: Page.goto: net::ERR_EMPTY_RESPONSE at http://8000-i5hfldcpydtx82vqb7cu1-226a4af3.manus.computer/\nCall log:\n  - navigating to \"http://8000-i5hfldcpydtx82vqb7cu1-226a4af3.manus.computer/\", waiting until \"commit\"\n",
    "message": {
        "action": "正在处理浏览器错误"
    },
    "planStepId": "iSOY2zdYOeyP0kAWNHrDLF"
}

planUpdate

  • status: “doing”, “todo”, “done”
  • endAt for “done” status task

It seems that this event will be emitted after a toolUsed or newPlanStep event.

tasks list in planUpdate event will be appended after user asked a new question.

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{
  "id": "XrXQO9oRo34MYtstDRLZwE",
  "type": "planUpdate",
  "timestamp": 1741060908470,
  "tasks": [
    {
      "id": "step_001",
      "title": "Create comprehensive Tesla stock analysis task list",
      "status": "doing",
      "startedAt": 1741060908465
    },
    {
      "id": "step_002",
      "title": "Gather Tesla company overview and key information",
      "status": "todo",
      "startedAt": 1741060908465
    },
    {
      "id": "step_003",
      "title": "Collect and analyze Tesla's financial data",
      "status": "todo",
      "startedAt": 1741060908465
    },
    {
      "id": "step_004",
      "title": "Evaluate market sentiment for Tesla",
      "status": "todo",
      "startedAt": 1741060908465
    },
    {
      "id": "step_005",
      "title": "Perform technical analysis on Tesla stock",
      "status": "todo",
      "startedAt": 1741060908465
    },
    {
      "id": "step_006",
      "title": "Compare Tesla with key industry competitors",
      "status": "todo",
      "startedAt": 1741060908465
    },
    {
      "id": "step_007",
      "title": "Calculate intrinsic value of Tesla stock",
      "status": "todo",
      "startedAt": 1741060908465
    },
    {
      "id": "step_008",
      "title": "Develop comprehensive investment thesis",
      "status": "todo",
      "startedAt": 1741060908465
    },
    {
      "id": "step_009",
      "title": "Compile detailed Tesla stock analysis report",
      "status": "todo",
      "startedAt": 1741060908465
    },
    {
      "id": "step_010",
      "title": "Deliver comprehensive stock analysis to user",
      "status": "todo",
      "startedAt": 1741060908465
    }
  ]
}

newPlanStep

stepId instead of planStepId in data, which will wrap the steps like this:

newPlanStep seems to be the flag to indicate next step is beginning. (Guess the step status is also controlled by this.)

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{
  "id": "4UHAXLMlsuovhOWGm6WBzB",
  "type": "newPlanStep",
  "timestamp": 1741060902693,
  "title": "Create comprehensive Tesla stock analysis task list",
  "stepId": "E7Q4GDL3FsNrzRuv3Cb5Xa"
}

knowledgeSuggested

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{
  "id": "Gg74U4LDSvOC4x1wGDW1IL",
  "type": "knowledgeSuggested",
  "timestamp": 1741064324520,
  "brief": "建议的新知识",
  "resources": [
    {
      "title": "Tesla stock analysis dashboard creation"
    }
  ]
}

A steps collection of plan

statusUpdate and toolUsed events searched by a same planStepId .

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[
  {
    "id": "wQ0tsoHiqVskSwU9Ud93sA",
    "type": "statusUpdate",
    "timestamp": 1741061972527,
    "agentStatus": "running",
    "brief": "Manus 正在工作",
    "description": "Moving to analyze market sentiment for Tesla",
    "noRender": false,
    "planStepId": "7galTGLGCzryoM1tSeM1YR"
  },
  {
    "id": "XYu58JLESxdSecDmgKLeJi",
    "type": "newPlanStep",
    "timestamp": 1741061972511,
    "title": "Evaluate market sentiment for Tesla",
    "stepId": "7galTGLGCzryoM1tSeM1YR"
  },
  {
    "id": "ooZqdunPTMjCQY1WZe75mY",
    "type": "statusUpdate",
    "timestamp": 1741061994707,
    "agentStatus": "running",
    "brief": "Manus 正在工作",
    "description": "Analyzing market sentiment for Tesla",
    "noRender": false,
    "planStepId": "7galTGLGCzryoM1tSeM1YR"
  },
  {
    "id": "dH95W9Qz9mwR9Xd9Vh029D",
    "type": "toolUsed",
    "timestamp": 1741062198875,
    "actionId": "toolu_01PbZbqkKu517na1HvYTWsZu",
    "tool": "terminal",
    "status": "success",
    "brief": "Manus 正在使用终端",
    "description": "已执行命令 `cd /home/ubuntu/tesla_analysis/data && touch tesla_market_sentiment.py`",
    "message": {
      "action": "正在执行命令",
      "param": "cd /home/ubuntu/tesla_analysis/data && touch tesla_market_sentiment.py"
    },
    "detail": {
      "terminal": {
        "action": "execute",
        "finished": true,
        "shellId": "shell2",
        "command": "cd /home/ubuntu/tesla_analysis/data && touch tesla_market_sentiment.py",
        "outputType": "append",
        "output": [
          "\u001b[32mubuntu@sandbox:~/tesla_analysis/data $\u001b[0m cd /home/ubuntu/tesla_analysis/data && cd /home/ubuntu/tesla_analysis/data && touch tesla_market_sentiment.py\n\n\u001b[32mubuntu@sandbox:~/tesla_analysis/data $\u001b[0m"
        ]
      }
    },
    "planStepId": "7galTGLGCzryoM1tSeM1YR"
  },
  {
    "id": "kp9yBKsz4TVgQn8oNtp8wD",
    "type": "statusUpdate",
    "timestamp": 1741062306008,
    "agentStatus": "running",
    "brief": "Manus 正在工作",
    "description": "Analyzing market sentiment for Tesla",
    "noRender": false,
    "planStepId": "7galTGLGCzryoM1tSeM1YR"
  },
  {
    "id": "5sP3g1brITVABMTqR6WwgC",
    "type": "toolUsed",
    "timestamp": 1741062396685,
    "actionId": "toolu_01BRfXbq4SLzWftS4fjUBLCM",
    "tool": "text_editor",
    "status": "success",
    "planStepId": "7galTGLGCzryoM1tSeM1YR",
    "brief": "Manus 正在使用文本编辑器",
    "description": "正在创建文件 `tesla_analysis/data/tesla_market_sentiment.py`",
    "message": {
      "action": "正在创建文件",
      "param": "tesla_analysis/data/tesla_market_sentiment.py"
    },
    "detail": {
      "textEditor": {
        "action": "write",
        "path": "/home/ubuntu/tesla_analysis/data/tesla_market_sentiment.py",
        "content": "import sys\nsys.path.append('/opt/.manus/.sandbox-runtime')\nfrom data_api import ApiClient\nimport json\nimport pandas as pd\nimport matplotlib.pyplot as plt\nfrom datetime import datetime\nimport os\nimport re\nfrom collections import Counter\n\n# Initialize API client\n<response clipped><NOTE>To save on context only part of this file has been shown to you. You should retry this tool after you have searched inside the file with `grep -n` in order to find the line numbers of what you are looking for.</NOTE>",
        "oldContent": ""
      }
    }
  },
  {
    "id": "Rsk8LFoezHv2npHjVCwlRo",
    "type": "statusUpdate",
    "timestamp": 1741062403749,
    "agentStatus": "running",
    "brief": "Manus 正在工作",
    "description": "Analyzing market sentiment for Tesla",
    "noRender": false,
    "planStepId": "7galTGLGCzryoM1tSeM1YR"
  },
  {
    "id": "IoPrLfFwxxO3VuwnBLogJO",
    "type": "toolUsed",
    "timestamp": 1741062438389,
    "actionId": "toolu_0115Z943k9mQYDZgPT2vp46Q",
    "tool": "terminal",
    "planStepId": "7galTGLGCzryoM1tSeM1YR",
    "status": "success",
    "brief": "Manus 正在使用终端",
    "message": {
      "action": "正在执行命令",
      "param": "cd /home/ubuntu/tesla_analysis/data && python3 tesla_market_sentiment.py"
    },
    "description": "执行命令 `cd /home/ubuntu/tesla_analysis/data && python3 tesla_market_sentiment.py` 并等待了 `30` 秒",
    "detail": {
      "terminal": {
        "action": "execute",
        "finished": false,
        "shellId": "shell2",
        "command": "cd /home/ubuntu/tesla_analysis/data && python3 tesla_market_sentiment.py",
        "outputType": "append",
        "output": ["(No output from terminal)"]
      }
    }
  },
  {
    "id": "dg1mAnR7Mpxs7R2oVY4czy",
    "type": "statusUpdate",
    "timestamp": 1741062544145,
    "agentStatus": "running",
    "brief": "Manus 正在工作",
    "description": "Analyzing market sentiment for Tesla",
    "noRender": false,
    "planStepId": "7galTGLGCzryoM1tSeM1YR"
  },
  {
    "id": "aRArJ9xWzOlLzzUUh4cmFM",
    "type": "toolUsed",
    "timestamp": 1741062548731,
    "actionId": "toolu_01Q8eFq4SuY8icHma6NNc9B4",
    "tool": "terminal",
    "status": "success",
    "brief": "Manus 正在使用终端",
    "description": "已执行命令 `cd /home/ubuntu/tesla_analysis/data && ls -la`",
    "message": {
      "action": "正在执行命令",
      "param": "cd /home/ubuntu/tesla_analysis/data && ls -la"
    },
    "detail": {
      "terminal": {
        "action": "execute",
        "finished": true,
        "shellId": "shell3",
        "command": "cd /home/ubuntu/tesla_analysis/data && ls -la",
        "outputType": "append",
        "output": [
          "\u001b[32mubuntu@sandbox:~ $\u001b[0m cd /home/ubuntu/tesla_analysis/data && cd /home/ubuntu/tesla_analysis/data && ls -la\ntotal 660\ndrwxrwxr-x 2 ubuntu ubuntu   4096 Mar  3 14:38 \u001b[0m\u001b[01;34m.\u001b[0m\ndrwxrwxr-x 4 ubuntu ubuntu   4096 Mar  3 14:25 \u001b[01;34m..\u001b[0m\n-rw-rw-r-- 1 ubuntu ubuntu    174 Mar  3 14:38 tesla_analyst_reports_raw.json\n-rw-rw-r-- 1 ubuntu ubuntu   1675 Mar  3 14:20 tesla_business_model.json\n-rw-rw-r-- 1 ubuntu ubuntu   1166 Mar  3 14:20 tesla_business_model.txt\n-rw-rw-r-- 1 ubuntu ubuntu   2404 Mar  3 14:18 tesla_company_profile.py\n-rw-rw-r-- 1 ubuntu ubuntu   1848 Mar  3 14:18 tesla_company_profile.txt\n-rw-rw-r-- 1 ubuntu ubuntu  12466 Mar  3 14:29 tesla_financial_analysis.py\n-rw-rw-r-- 1 ubuntu ubuntu   3744 Mar  3 14:30 tesla_financial_analysis.txt\n-rw-rw-r-- 1 ubuntu ubuntu    232 Mar  3 14:25 tesla_financial_metrics.json\n-rw-rw-r-- 1 ubuntu ubuntu   1548 Mar  3 14:29 tesla_financial_metrics_detailed.json\n-rw-rw-r-- 1 ubuntu ubuntu    287 Mar  3 14:25 tesla_financial_summary.txt\n-rw-rw-r-- 1 ubuntu ubuntu  21753 Mar  3 14:25 tesla_historical_prices.csv\n-rw-rw-r-- 1 ubuntu ubuntu   1741 Mar  3 14:20 tesla_history.json\n-rw-rw-r-- 1 ubuntu ubuntu    945 Mar  3 14:20 tesla_history.txt\n-rw-rw-r-- 1 ubuntu ubuntu   8602 Mar  3 14:38 tesla_holders_raw.json\n-rw-rw-r-- 1 ubuntu ubuntu 216917 Mar  3 14:38 tesla_insights_raw.json\n-rw-rw-r-- 1 ubuntu ubuntu    891 Mar  3 14:20 tesla_leadership.json\n-rw-rw-r-- 1 ubuntu ubuntu   8480 Mar  3 14:20 tesla_leadership.py\n-rw-rw-r-- 1 ubuntu ubuntu    443 Mar  3 14:20 tesla_leadership.txt\n-rw-rw-r-- 1 ubuntu ubuntu  21364 Mar  3 14:38 tesla_market_sentiment.py\n-rw-rw-r-- 1 ubuntu ubuntu   3150 Mar  3 14:38 tesla_market_sentiment.txt\n-rw-rw-r-- 1 ubuntu ubuntu   2579 Mar  3 14:18 tesla_profile_raw.json\n-rw-rw-r-- 1 ubuntu ubuntu 126156 Mar  3 14:38 tesla_sec_filings_raw.json\n-rw-rw-r-- 1 ubuntu ubuntu   6083 Mar  3 14:38 tesla_sentiment_data.json\n-rw-rw-r-- 1 ubuntu ubuntu   6926 Mar  3 14:23 tesla_stock_data.py\n-rw-rw-r-- 1 ubuntu ubuntu   9321 Mar  3 14:25 tesla_stock_data_raw_1mo.json\n-rw-rw-r-- 1 ubuntu ubuntu  20505 Mar  3 14:25 tesla_stock_data_raw_1y.json\n-rw-rw-r-- 1 ubuntu ubuntu     60 Mar  3 14:25 tesla_stock_data_raw_5y.json\n-rw-rw-r-- 1 ubuntu ubuntu  43112 Mar  3 14:25 tesla_stock_data_raw_6mo.json\n-rw-rw-r-- 1 ubuntu ubuntu  62875 Mar  3 14:25 tesla_stock_data_raw_max.json\n-rw-rw-r-- 1 ubuntu ubuntu    182 Mar  3 14:38 tesla_twitter_raw.json\n\u001b[32mubuntu@sandbox:~/tesla_analysis/data $\u001b[0m"
        ]
      }
    },
    "planStepId": "7galTGLGCzryoM1tSeM1YR"
  },
  {
    "id": "FWT7evw7q3d78b0ordJp58",
    "type": "statusUpdate",
    "timestamp": 1741062614593,
    "agentStatus": "running",
    "brief": "Manus 正在工作",
    "description": "Completing market sentiment analysis for Tesla",
    "noRender": false,
    "planStepId": "7galTGLGCzryoM1tSeM1YR"
  },
  {
    "id": "oU4CahZLkVztLlRx78Mho6",
    "type": "toolUsed",
    "timestamp": 1741062614950,
    "actionId": "toolu_01QsGKEkNeUoZFWoyiFaiUX1",
    "tool": "terminal",
    "status": "success",
    "brief": "Manus 正在使用终端",
    "description": "已执行命令 `cd /home/ubuntu/tesla_analysis/charts && ls -la`",
    "message": {
      "action": "正在执行命令",
      "param": "cd /home/ubuntu/tesla_analysis/charts && ls -la"
    },
    "detail": {
      "terminal": {
        "action": "execute",
        "finished": true,
        "shellId": "shell3",
        "command": "cd /home/ubuntu/tesla_analysis/charts && ls -la",
        "outputType": "append",
        "output": [
          "\u001b[32mubuntu@sandbox:~/tesla_analysis/data $\u001b[0m cd /home/ubuntu/tesla_analysis && cd /home/ubuntu/tesla_analysis/charts && ls -la\ntotal 252\ndrwxrwxr-x 2 ubuntu ubuntu  4096 Mar  3 14:38 \u001b[0m\u001b[01;34m.\u001b[0m\ndrwxrwxr-x 4 ubuntu ubuntu  4096 Mar  3 14:25 \u001b[01;34m..\u001b[0m\n-rw-rw-r-- 1 ubuntu ubuntu 30300 Mar  3 14:30 tesla_capital_structure.png\n-rw-rw-r-- 1 ubuntu ubuntu 44464 Mar  3 14:30 tesla_cash_flow_analysis.png\n-rw-rw-r-- 1 ubuntu ubuntu 47609 Mar  3 14:25 tesla_historical_price.png\n-rw-rw-r-- 1 ubuntu ubuntu 61140 Mar  3 14:30 tesla_profitability_margins.png\n-rw-rw-r-- 1 ubuntu ubuntu 32821 Mar  3 14:30 tesla_revenue_growth.png\n-rw-rw-r-- 1 ubuntu ubuntu 23416 Mar  3 14:38 tesla_technical_outlook.png\n\u001b[32mubuntu@sandbox:~/tesla_analysis/charts $\u001b[0m"
        ]
      }
    },
    "planStepId": "7galTGLGCzryoM1tSeM1YR"
  },
  {
    "id": "sPndWS5ngDLS0XuGHYep6N",
    "type": "statusUpdate",
    "timestamp": 1741062620453,
    "agentStatus": "running",
    "brief": "Manus 正在工作",
    "description": "Completing market sentiment analysis for Tesla",
    "noRender": false,
    "planStepId": "7galTGLGCzryoM1tSeM1YR"
  },
  {
    "id": "FpA1ynrLVk70PPIjM3RGKA",
    "type": "toolUsed",
    "timestamp": 1741062626134,
    "actionId": "toolu_01F7XnUyYY9SXZYnLS4xmMPV",
    "tool": "text_editor",
    "status": "success",
    "planStepId": "7galTGLGCzryoM1tSeM1YR",
    "brief": "Manus 正在使用文本编辑器",
    "description": "编辑文件 `tesla_analysis/todo.md`",
    "message": {
      "action": "正在编辑文件",
      "param": "tesla_analysis/todo.md"
    },
    "detail": {
      "textEditor": {
        "action": "update",
        "path": "/home/ubuntu/tesla_analysis/todo.md",
        "content": "# Tesla Stock Analysis Todo List\n\n## 1. Create Todo List\n- [x] Create project directory structure\n- [x] Create todo.md file\n- [x] Outline all required analysis components\n\n## 2. Gather Tesla Company Overview\n- [x] Collect basic company information (ticker, exchange, etc.)\n- [x] Get company profile and business summary\n- [x] Identify key executives and leadership team\n- [x] Document company history and major milestones\n- [x] Analyze business model and revenue streams\n\n## 3. Collect Tesla Financial Data\n- [x] Retrieve historical stock price data\n- [x] Analyze revenue trends over past 5 years\n- [x] Calculate profit margins and profitability metrics\n- [x] Examine balance sheet strength and liabilities\n- [x] Analyze cash flow statements and free cash flow\n- [x] Review capital expenditures and R&D investments\n\n## 4. Analyze Market Sentiment for Tesla\n- [x] Gather recent analyst ratings and price targets\n- [x] Collect analyst commentary and research reports\n- [x] Analyze recent news impact on stock price\n- [x] Review insider trading activity\n- [x] Examine institutional ownership changes\n- [x] Assess social media and retail investor sentiment\n\n## 5. Perform Technical Analysis on Tesla Stock\n- [ ] Create price charts for different time periods\n- [ ] Identify key support and resistance levels\n- [ ] Calculate and analyze moving averages\n- [ ] Evaluate momentum indicators (RSI, MACD, etc.)\n- [ ] Identify chart patterns and potential breakout points\n- [ ] Assess volume trends and distribution\n\n## 6. Compare Tesla with Competitors\n- [ ] Identify key competitors in EV and automotive space\n- [ ] Compare market share and growth rates\n- [ ] Analyze financial metrics relative to peers\n- [ ] Compare valuation multiples (P/E, P/S, EV/EBITDA)\n- [ ] Assess technological advantages and disadvantages\n- [ ] Evaluate manufacturing capacity and efficiency\n\n## 7. Calculate Intrinsic Value of Tesla\n- [ ] Apply discounted cash flow (DCF) model\n- [ ] Estimate future growth rates and margins\n- [ ] Calculate weighted average cost of capital (WACC)\n- [ ] Perform sensitivity analysis on key assumptions\n- [ ] Compare intrinsic value to current market price\n- [ ] Assess margin of safety for potential investors\n\n## 8. Develop Investment Thesis for Tesla\n- [ ] Conduct SWOT analysis (Strengths, Weaknesses, Opportunities, Threats)\n- [ ] Identify key growth drivers and catalysts\n- [ ] Assess major risk factors and potential headwinds\n- [ ] Develop bull case scenario and price target\n- [ ] Develop bear case scenario and price target\n- [ ] Create recommendations for different investor types\n\n## 9. Compile Comprehensive Tesla Stock Report\n- [ ] Write executive summary with key findings\n- [ ] Organize all analysis sections into cohesive report\n- [ ] Create visualizations for key metrics and trends\n- [ ] Format report with proper sections and references\n- [ ] Review and proofread final document\n\n## 10. Deliver Report to User\n- [ ] Finalize all report components\n- [ ] Ensure all analyses are complete and accurate\n- [ ] Package report with all supporting files\n- [ ] Deliver final report to user\n",
        "oldContent": "# Tesla Stock Analysis Todo List\n\n## 1. Create Todo List\n- [x] Create project directory structure\n- [x] Create todo.md file\n- [x] Outline all required analysis components\n\n## 2. Gather Tesla Company Overview\n- [x] Collect basic company information (ticker, exchange, etc.)\n- [x] Get company profile and business summary\n- [x] Identify key executives and leadership team\n- [x] Document company history and major milestones\n- [x] Analyze business model and revenue streams\n\n## 3. Collect Tesla Financial Data\n- [x] Retrieve historical stock price data\n- [x] Analyze revenue trends over past 5 years\n- [x] Calculate profit margins and profitability metrics\n- [x] Examine balance sheet strength and liabilities\n- [x] Analyze cash flow statements and free cash flow\n- [x] Review capital expenditures and R&D investments\n\n## 4. Analyze Market Sentiment for Tesla\n- [ ] Gather recent analyst ratings and price targets\n- [ ] Collect analyst commentary and research reports\n- [ ] Analyze recent news impact on stock price\n- [ ] Review insider trading activity\n- [ ] Examine institutional ownership changes\n- [ ] Assess social media and retail investor sentiment\n\n## 5. Perform Technical Analysis on Tesla Stock\n- [ ] Create price charts for different time periods\n- [ ] Identify key support and resistance levels\n- [ ] Calculate and analyze moving averages\n- [ ] Evaluate momentum indicators (RSI, MACD, etc.)\n- [ ] Identify chart patterns and potential breakout points\n- [ ] Assess volume trends and distribution\n\n## 6. Compare Tesla with Competitors\n- [ ] Identify key competitors in EV and automotive space\n- [ ] Compare market share and growth rates\n- [ ] Analyze financial metrics relative to peers\n- [ ] Compare valuation multiples (P/E, P/S, EV/EBITDA)\n- [ ] Assess technological advantages and disadvantages\n- [ ] Evaluate manufacturing capacity and efficiency\n\n## 7. Calculate Intrinsic Value of Tesla\n- [ ] Apply discounted cash flow (DCF) model\n- [ ] Estimate future growth rates and margins\n- [ ] Calculate weighted average cost of capital (WACC)\n- [ ] Perform sensitivity analysis on key assumptions\n- [ ] Compare intrinsic value to current market price\n- [ ] Assess margin of safety for potential investors\n\n## 8. Develop Investment Thesis for Tesla\n- [ ] Conduct SWOT analysis (Strengths, Weaknesses, Opportunities, Threats)\n- [ ] Identify key growth drivers and catalysts\n- [ ] Assess major risk factors and potential headwinds\n- [ ] Develop bull case scenario and price target\n- [ ] Develop bear case scenario and price target\n- [ ] Create recommendations for different investor types\n\n## 9. Compile Comprehensive Tesla Stock Report\n- [ ] Write executive summary with key findings\n- [ ] Organize all analysis sections into cohesive report\n- [ ] Create visualizations for key metrics and trends\n- [ ] Format report with proper sections and references\n- [ ] Review and proofread final document\n\n## 10. Deliver Report to User\n- [ ] Finalize all report components\n- [ ] Ensure all analyses are complete and accurate\n- [ ] Package report with all supporting files\n- [ ] Deliver final report to user\n"
      }
    }
  }
]