Unpacking the Data Structure of Manus Session
The data comes from these cases: Comprehensive Tesla Stock Analysis and Investment Insights Comparative Analysis of Travel Insurance Policies Interview Schedule Creation for April 13-15 SEO Audit and Optimization Report for Karpathy’s Website Customer Form for B2B Gen AI Consulting Firms The history data of a session is provided by the API https://api.manus.im/api/chat/getSession?sessionId=xxx. Data 1 2 3 4 5 6 7 8 9 10 11 12 { "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 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 { "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. 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 { "id": "JhkoA2vSJq7PUdIAVBpFzM", "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": [ { "id": "Oe6qO9ScdztzivCMXvdstA", "url": "https://private-us-east-1.manuscdn.com/users/309511696588767621/uploads/Oe6qO9ScdztzivCMXvdstA_na1fn_aW50ZXJ2aWV3X3N1cnZleV9maW5hbA.xlsx?Policy=eyJTdGF0ZW1lbnQiOlt7IlJlc291cmNlIjoiaHR0cHM6Ly9wcml2YXRlLXVzLWVhc3QtMS5tYW51c2Nkbi5jb20vdXNlcnMvMzA5NTExNjk2NTg4NzY3NjIxL3VwbG9hZHMvT2U2cU85U2NkenR6aXZDTVh2ZHN0QV9uYTFmbl9hVzUwWlhKMmFXVjNYM04xY25abGVWOW1hVzVoYkEueGxzeCIsIkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc0MTU4MzM0OH19fV19&Key-Pair-Id=K2HSFNDJXOU9YS&Signature=cnywaO-NMF9UdLF36czp5PW63BPGpOJvJvyrFCiLsgzw6H3wI1yoRQ8l4giGhDltF45BA1I9QCXHac3RdBTBOHRqd3Pm8lz1SU3CVxcYnkrRwVqjpIjrN0u7J69y-cSlclrh5IQs0UnnEXcaBMFgcqG9uG4yQvPHdMi-UXTkYmTSmx-q0VqfuM4gGxWTMC~p4WXGLcJf0wvSDcE4QNkrDbtNTnmGC-Dnoy5U3ett5eX8ySx27PLwJ8~aKBvQMRK28Wkgc52mvBroUWBSm9yMz~QtviRy77DL2qf6G9dG-Qar~Bv6iCRATYYRc7iGnFTizlEVrTA1Lnm-nn-HWGJ4YA__", "type": "file", "filename": 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"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. 1 2 3 4 5 6 7 8 9 10 { "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. 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 { "type": "chat", "messageType": "text", "attachments": [ { "url": "https://private-us-east-1.manuscdn.com/sessionFile/1ICnnOiC9L3HMK07vG0iDn/sandbox/17M5PpfEyRmhkYuQKEN1rD_1740987315310_na1fn_L2hvbWUvdWJ1bnR1L3RyYXZlbF9wb2xpY3lfYW5hbHlzaXMvdHJhdmVsX2luc3VyYW5jZV9jb21wYXJpc29uX2FuYWx5c2lz.md?Policy=eyJTdGF0ZW1lbnQiOlt7IlJlc291cmNlIjoiaHR0cHM6Ly9wcml2YXRlLXVzLWVhc3QtMS5tYW51c2Nkbi5jb20vc2Vzc2lvbkZpbGUvMUlDbm5PaUM5TDNITUswN3ZHMGlEbi9zYW5kYm94LzE3TTVQcGZFeVJtaGtZdVFLRU4xckRfMTc0MDk4NzMxNTMxMF9uYTFmbl9MMmh2YldVdmRXSjFiblIxTDNSeVlYWmxiRjl3YjJ4cFkzbGZZVzVoYkhsemFYTXZkSEpoZG1Wc1gybHVjM1Z5WVc1alpWOWpiMjF3WVhKcGMyOXVYMkZ1WVd4NWMybHoubWQiLCJDb25kaXRpb24iOnsiRGF0ZUxlc3NUaGFuIjp7IkFXUzpFcG9jaFRpbWUiOjE3NDM0OTMwMDV9fX1dfQ__&Key-Pair-Id=K2HSFNDJXOU9YS&Signature=S6sY4GEiJ7Ewfuqs0guIKF~Zz8fn~0FJbrO5fFLB6eFs~s9HxhGbL12~waVslQr17phRTyMNE80r1Ygn4pG9NUYYccTIZFDCgbicCs3Yz0o2CjnnYoRJYuqDfwtwG7B5NmX8A2ClkwJe6QnDVGOuHWM0z~GgBRpHKJHU11dTCw2dOltuRzoiWKIrKrBoXW3Q60mesiI3Fszv9tjhtlT6g52YKVGLlrR6pWXSHrd219mUfp73P~Pa4DkmaTf5~46hNgbWw06jomVvd7K2TgrsIFlwx9DJ812ZCNZwy~4mJz7JYPTBi4P0CLLfv1izeTHewytWeY8SMIPtYhsnlZSd7Q__", "path": "/home/ubuntu/travel_policy_analysis/travel_insurance_comparison_analysis.md", "type": "file", "filename": "travel_insurance_comparison_analysis.md", "timestamp": 1740987315310, "contentType": "text/markdown", "contentLength": 10605 }, { "url": "https://private-us-east-1.manuscdn.com/sessionFile/1ICnnOiC9L3HMK07vG0iDn/sandbox/17M5PpfEyRmhkYuQKEN1rD_1740987315310_na1fn_L2hvbWUvdWJ1bnR1L3RyYXZlbF9wb2xpY3lfYW5hbHlzaXMvdHJhdmVsX2luc3VyYW5jZV9jb21wYXJpc29uX3RhYmxl.md?Policy=eyJTdGF0ZW1lbnQiOlt7IlJlc291cmNlIjoiaHR0cHM6Ly9wcml2YXRlLXVzLWVhc3QtMS5tYW51c2Nkbi5jb20vc2Vzc2lvbkZpbGUvMUlDbm5PaUM5TDNITUswN3ZHMGlEbi9zYW5kYm94LzE3TTVQcGZFeVJtaGtZdVFLRU4xckRfMTc0MDk4NzMxNTMxMF9uYTFmbl9MMmh2YldVdmRXSjFiblIxTDNSeVlYWmxiRjl3YjJ4cFkzbGZZVzVoYkhsemFYTXZkSEpoZG1Wc1gybHVjM1Z5WVc1alpWOWpiMjF3WVhKcGMyOXVYM1JoWW14bC5tZCIsIkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc0MzQ5MzAwNX19fV19&Key-Pair-Id=K2HSFNDJXOU9YS&Signature=n4xbqL2MlOZaIArjsBB8Jjsrh3cEhvhV1Iiv0KRFVOc1gPPNeRUV6IeZDuoE2zogIvlp8Q41p3TMljG-h5~~QMTulSzgM5iV5b~GT7mn23o9oG0mlwQa9yTblV4rZ4BaFgqM0OFBlUs7LfABjQZnRoRxcd0m4xm18dGFdbeTkPvskQh3DQwmS0GKx~wfB9OBpTeAJOqaeuJJXC-1i7ekC~nH1v5dupBMZbk0~gBL6VgDCN785W05zB8AaOgS80RzUuMXowqkKYzsVo6FP7wZgtkGnWnG5~aJVhqkEAZ7k87YI12TOVGnCc-gqosHqoiDCnmAYKj1qEQoyNCVzZZW2w__", "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 } { "type": "chat", "messageType": "text", "attachments": [ { "url": 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"interview_schedule.txt", "timestamp": 1740979879402, "contentType": "text/plain", "contentLength": 1179 } ], "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. 1 2 3 4 5 6 { "id": "k7QnLyNeOeCtPCzteTREAz", "type": "liveStatus", "timestamp": 1741060890082, "text": "初始化沙箱" } sandboxUpdate 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 { "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. 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 { "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. 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 { "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 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 { "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 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 { "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. 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Series B funding is mostly used for scale — not development.", "title": "Startup funding explained: Series A, Series B, Series C | DigitalOcean" }, { "favicon": "TODO", "link": "https://growthrocks.com/blog/ai-startups/", "snippet": "The Top 15 AI Startups to Keep Eye on in 2024 · 1. ElevenLabs [AI voice generator] · 2. Krutrim [AI computing] · 3. DataSnipper [intelligent ...", "title": "The Top 15 AI Startups to Keep Eye on in 2024 - GrowthRocks" }, { "favicon": "TODO", "link": "https://topstartups.io/?funding_round=Series%20A", "snippet": "Top Series A startups hiring now. Sort by valuation and recent funding. Research Series A startup salary and equity.", "title": "Top Series A Startups 2025 — Sequoia, YC, A16Z, Benchmark" }, { "favicon": "TODO", "link": "https://www.datamation.com/artificial-intelligence/ai-companies/", "snippet": "The top AI companies are leading the way in developing and deploying cutting-edge artificial intelligence applications across nearly every sector.", "title": "100 Top AI Companies Trendsetting In 2024 - Datamation" }, { "favicon": "TODO", "link": "https://visible.vc/blog/startup-funding-stages/", "snippet": "How to Acquire Pre-Seed Funding? Raising a pre-seed round mirrors a traditional B2B sales process. You will be talking and adding investors ...", "title": "The Ultimate Guide to Startup Funding Stages - Visible.vc" }, { "favicon": "TODO", "link": "https://en.wikipedia.org/wiki/List_of_unicorn_startup_companies", "snippet": "This is a list of unicorn startup companies. 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However, this success isn't necessarily measured in profits.", "title": "Startup funding explained: Series A, Series B, Series C | DigitalOcean" }, { "favicon": "TODO", "link": "https://explodingtopics.com/blog/ai-startups", "snippet": "HERE ARE OUR PICKS FOR SOME OF THE MOST PROMISING AI STARTUPS WITH A BROAD RANGE OF USE CASES ACROSS DIFFERENT INDUSTRIES.\n1\nDeepL. 5-year search growth: 258% ...\n2\nFrame AI. 5-year search growth: 1,900% ...\n3\nUizard. 5-year search growth: 3,233% ...\n4\nMoveworks. 5-year search growth: 296% ...\n5\nDatabricks. ...\n6\nSynthesia. ...\n7\nCodeium. ...\n8\nCohere.", "title": "60 Growing AI Companies & Startups (2025) - Exploding Topics" }, { "favicon": "TODO", "link": "https://ascendixtech.com/how-many-ai-companies-are-there/", "snippet": "How Many AI Startups Are There? According to Stanford's 2024 AI Index Report, there are approximately 10,095 AI startups across the top ten countries leading in artificial intelligence innovation. 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(Guess the step status is also controlled by this.) 1 2 3 4 5 6 7 { "id": "4UHAXLMlsuovhOWGm6WBzB", "type": "newPlanStep", "timestamp": 1741060902693, "title": "Create comprehensive Tesla stock analysis task list", "stepId": "E7Q4GDL3FsNrzRuv3Cb5Xa" } knowledgeSuggested 1 2 3 4 5 6 7 8 9 10 11 { "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 . 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 [ { "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" } } } ]