plain english stock reality checker

    by nowrich

    1

    Translates complex stock data and financial jargon into plain-English business analysis.

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    Works with the AI tools you already use

    CClaude CodeCCursorCCodex CLIGGitHub CopilotGGemini CLI+17 more

    See it in action

    You say

    Give me a reality check on NVDA. Is it actually worth the current price or just hype?

    Your agent does

    What They Do

    Nvidia makes the specialized "brains" (chips) that power artificial intelligence and high-end gaming. Think of them as the company selling the best shovels during a gold rush.

    Bottom Line

    You are paying a premium for future growth that must remain near-perfect to justify the price.

    What you get

    Explain a company's revenue model using simple analogies.Break down investment risks into plain-English 'if-then' scenarios.Evaluate stock valuation without using confusing financial ratios.Summarize analyst sentiment into a single-sentence reality check.

    About this skill

    The problem

    Financial reports and analyst notes are often buried in dense jargon like CAGR, EBITDA, and P/E ratios. This makes it difficult for non-specialists to understand if a stock price reflects reality or pure hype.

    What it does

    • Translates complex business models into everyday analogies.
    • Identifies specific growth drivers without using technical financial metrics.
    • Frames risks as concrete "if-then" scenarios to illustrate potential downsides.
    • Explains valuation by comparing stock price to actual profit per share in plain currency.
    • Summarizes market sentiment into a clear, objective bottom-line statement.

    Why this beats prompting it yourself

    Standard LLM responses often fluctuate between overly technical data dumps and vague summaries. This skill enforces a consistent pedagogical structure that balances growth prospects against specific risks while stripping away all gatekeeping terminology.

    Use cases

    • Perform a quick sanity check on a trending ticker symbol.
    • Simplify quarterly earnings reports for non-expert stakeholders.
    • Evaluate investment risks in plain English before committing capital.
    • Break down why a stock is considered "expensive" or "cheap" by the market.

    Known limitations

    This tool provides educational analysis, not personalized investment advice. It relies on the model's training data and available browsing tools for specific numbers, which may be delayed.

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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    Frequently Asked Questions

    Popular in Finance, Legal & Accounting