A field guide for retail investors
55 copy-ready prompts for reading filings, valuing a business, stress-testing your thesis, and catching the mistakes AI makes. Built around specific inputs, structured outputs, and arithmetic you can verify.
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§ 01
The problem
The book's answer is a six-part prompt — role, context, task, data, format, rules — that grounds Claude in documents you supply, makes it show the arithmetic, and labels every statement as Fact, Inference, or Unknown. A strong prompt is not long. It is specific.
§ 02
Sample chapter
The complete chapter, unedited. Dark boxes are copy-ready prompts; replace the [BRACKETED] parts.






§ 03
Contents
The six-ingredient prompt, supplying documents, structured outputs, verification habits.
Business models, moats, the 10-K, the three statements, returns, earnings calls, management.
Multiples, peers, a simplified DCF, scenarios, reverse DCF, dividends.
Risk factors, the bear case and pre-mortem, red flags, behavioral biases, portfolio structure.
News and events, sentiment and narrative, technical basics, sector and macro exposure.
Screening, weekly and earnings-season routines, investment memos, your own prompt library.
How AI goes wrong, how to verify it, and a pre-investment checklist.
Plus a quick-reference prompt index. Each chapter: The Big Idea, defined concepts, copy-ready prompts, sample outputs using fictional companies, "Watch out" boxes, and a Try It Yourself exercise.
§ 04
Verification
Keeps Claude grounded in the filing or transcript you paste, not its memory.
Separates what a document states from what Claude concludes.
Every percentage and ratio is laid out so you can recompute it.
§ 05
Fit

§ 06 · Get the book
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