Everything on one screen before buying a stock
Recorded in cvforge on July 21, 2026 by ConvexValue · Published July 25, 2026
A deliberately open prompt — explain everything I need to know about NUAI — and the research dashboard it produced across price, options, fundamentals and news.
Exact prompt
I am thinking of buying NUAI stock. Give me a comprehensive dashboard that explains everything I need to know about it so I can make a decision.
Data cadence
Live option snapshots alongside historical stock prices, fundamentals and news from the FMP packages.
Plan requirements
Runs on the free cvforge app. Fundamentals come from the FMP packages included on every data plan.
Fields used
underlying_price, day_volume, open_interest, implied_volatility, income statement, estimates
How to read it
The prompt states an intent rather than a specification, and what comes back is the agent’s interpretation of what a buy decision needs: valuation, recent performance, what the options imply, and the news around it.
Treat the first version as a proposal. The value of an open prompt is discovering which panels you actually look at; the second prompt, which cuts the ones you ignore and deepens the ones you use, is where the tool becomes yours.
Change it
The prompt is the interface. Ask for a different ticker, a different expiration window, or an extra column in the same sentence style and the agent edits the app in place — you do not start over, and you do not wait for anyone to build it.
Limitations
- Snapshot data, not a transaction tape: the build reads the chain as it stands, so it cannot attribute a trade to a buyer or a seller.
- Open interest updates once a day, so an intraday volume/OI comparison is always this session’s volume against yesterday’s open interest.
- Contract coverage is U.S. listed equities, ETFs and indices. Indices use the I: prefix, for example I:SPX.
- Current per-contract valuation is Massive fair market value (FMV), a proprietary estimate. cvforge does not provide option bids, asks, midpoint, quote sizes, NBBO or last trades, and FMV is not an executable quote.
- Pulling several data domains onto one screen means each panel carries its own cadence; read the timestamps per panel.
- News and fundamentals arrive on the provider’s schedule and are not real-time.
Related demos
- Today’s movers: gap ups, winners, losers and option activity
- A full dashboard for the SMH semiconductor ETF
- SNDK price action, option activity and volatility together
Search focus: stock research dashboard before buying. Related: everything about a stock dashboard, single stock due diligence tool. Originally posted on X.