Record why a stock was purchased, turn that reasoning into testable assumptions, and define conditions for reassessment. Check new earnings and major events against those assumptions, update valuations, and maintain a history of suggested holding decisions.
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Structure and revise investment research into readable Markdown reports for Codex. Explain business economics, competitive advantages, opposing arguments, and valuation, then connect the evidence to price bands and actions for prospective investors and existing holders.
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Researches a company’s business, competitive advantages, management, and risks through a value investing framework. Cross-checks financial data and calculates valuation scenarios to produce a sourced report with price ranges, conclusions, and clearly stated uncertainties.
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Coordinate four AI researchers to examine a company's business, finances, competition, and management risks in parallel. Combine sourced findings into an investment report with valuation checks, arguments for and against investing, and suggested price ranges.
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Reviews stock holdings and cash allocation, checking each investment’s rationale alongside concentration, shared risks, and adverse scenarios. Produces a portfolio report with suggested allocation changes, cash levels, and priorities for the next review.
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Evaluate company leaders by comparing public promises with results and reviewing how they spend company funds. Examine acquisitions, share buybacks, governance, employee and customer feedback, and succession plans to produce an evidence-based management assessment.
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Screen listed companies using seven financial measures covering profitability, cash flow, debt payments, and share dilution, which reduces existing shareholders' ownership. Produce comparison tables showing exclusions, exemptions, borderline results, and missing data to guide further research.
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Research high-growth industries to identify companies with pricing power and lasting competitive advantages. Cross-check financial reports against recent industry indicators, assess valuation, and build observable conditions for entering, holding, or exiting a position.
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Investigate supply shortages behind growing industries by tracing components, materials, and equipment. Compare related listed companies using financial data, valuation checks, and opposing evidence, then organize bottleneck maps and watchlists for further investment research.
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Create Chinese articles for WeChat official accounts through research, drafting, and separate editor and reader reviews. Turn technical, paper, or business topics into a finished Markdown article with explanations, source links, and embedded illustrations.
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Research an investment theme across its full supply chain, test the underlying assumptions, and identify companies worldwide. Compare leading businesses, competitive strengths, management, risks, and valuations, then assemble an industry report with proposed portfolio allocations.
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Review companies before buying shares using six checks covering business clarity, financial strength, competitive advantages, management, valuation, and decision discipline. Get evidence-based reports, risk summaries, and comparison tables for multiple companies.
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Investigate sharp stock price moves through company events, regulation, competitors, and market sentiment. Produce an event timeline and evidence-based explanations, showing whether the investment case needs review and where information remains missing.
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Research private companies with parallel agents covering business, finances, competition, governance, technology, and alternative evidence such as hiring trends. Combine findings into a valuation report that separates verified facts, estimates, conflicting sources, and unknowns.
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Explores investing, business, and life questions through dialogue modeled on 段永平’s reasoning and speaking style. Helps clarify business quality, company culture, long-term ownership, and the limits of what you understand, without recommending specific trades.
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Assess whether a company's distributions can support an income-focused investment. Examine dividend history, cash coverage, debt, valuation, and dividend-cut scenarios, then explain its possible portfolio role and calculate income where the supplied information supports it.
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Screen companies across markets within a chosen industry and narrow the list to three investment candidates. Compare financial health, lasting competitive advantages, valuations, and risks, while recording why other companies were excluded.
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Compare old and new reports on the same company to see whether the investment case has strengthened or weakened. Separate evidence changes from price movements and wording, with traceable findings and follow-up questions.
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Create a series of three to eight long articles explaining a company's business, finances, leadership, and valuation. Adapt the structure to the company, verify facts, and check that figures, terminology, and references remain consistent across articles.
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Read company financial reports and earnings calls to assess changes in revenue, cash flow, management explanations, and risks in the notes. Compare results with past performance and company guidance, then explain how the findings affect the investment case.
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Analyze company earnings from four perspectives: business performance, financial quality, competition, and risk. Combine the findings into a research report, then edit and review an accessible article for a WeChat official account.
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Collect company financial figures from two independent sources, compare discrepancies, and document possible causes. The workflow covers market-specific sources, currency and accounting differences, and historical share prices adjusted for stock splits and dividends.
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