Using AI for Research and Building a Hypothesis

    Module 16 · Lesson 2 of 3

    Using AI for Research and Building a Hypothesis

    16 min readUpdated

    Learn effective prompt techniques for using AI to research trading strategy components without getting generic or unhelpful responses.

    Goal

    Write effective prompts that get specific, actionable research outputs from AI, rather than generic answers that waste your time.

    Mistake This Prevents

    Asking AI "What is the best crypto trading strategy?" and receiving a 500-word generic response that tells you nothing you didn't already know.

    Effective Prompt FormulaROLE"Act as a cryptorisk analyst"+TASK"Analyse this BTCtrade setup"+FORMAT"Give 3 bulletpoint risks"+FLAG"Flag anyassumptions"EXAMPLE PROMPT:"Act as a crypto analyst [ROLE] | Analyse this BTC breakout setup [TASK] |Give 3 bullet point risks [FORMAT] | Flag any assumptions you make [FLAG]"No context = generic answer | Full context = specific, actionable analysisAlways provide your specific setup, timeframe, and experience level for better results
    Effective AI prompts follow a four-part formula: Role + Task + Format + Flag. Each component narrows the AI's output from generic to specific. The Flag component is critical: asking the AI to surface its own assumptions helps identify where its analysis may be unreliable.

    Core Concepts

    The Anatomy of an Effective Trading Research Prompt A good prompt contains four elements:

    1. Context: Who you are and what you already know
    2. Specific task: Exactly what you want the AI to produce
    3. Constraints: Format, length, what to exclude
    4. Verification request: Ask AI to flag assumptions and limitations

    Example: Weak vs. Strong Prompts

    Weak: "What do you know about RSI divergence?" Strong: "I am a swing trader using daily charts on BTC. I already understand RSI basics. Give me a specific list of 5 conditions that make an RSI divergence trade higher-probability vs. lower-probability. Format as a comparison table. Flag any conditions where evidence is mixed or debated."

    Weak: "Is DCA a good strategy?" Strong: "For an Indian retail investor with ₹10,000/month to invest in BTC, compare three DCA frequency variations: daily, weekly, and monthly. Show the trade-offs in terms of exchange fees, average cost effect, and transaction frequency. Flag assumptions you are making."

    The "Role + Task + Format + Flag" Template

    Role: "You are a crypto risk analyst reviewing my trade plan."
    Task: "Review the following trade plan for logical errors and missing considerations: [paste trade plan]"
    Format: "Use a numbered list. Under each item, explain the issue clearly."
    Flag: "Note any assumptions you are making about current market conditions that you cannot verify."
    

    Effective Use Cases for Research Prompts

    • Tokenomics analysis: "Here is the tokenomics section of [project]. Identify the 3 biggest risk factors for token price based solely on this data."
    • Backtest interpretation: "Here are backtest results [paste]. What are the statistical weaknesses in this sample?"
    • Concept drilling: "I don't understand why supply and demand zones are different from support and resistance. Explain the distinction with a specific crypto example."
    Context Changes EverythingNO CONTEXT PROMPT:"What do you think aboutbuying Bitcoin right now?"Generic Answer:"Bitcoin can be a volatile asset.Consider your risk tolerance anddo your own research..."WITH CONTEXT PROMPT:"I'm a 6-month trader, BTC daily chart,price above 20 EMA, RSI 55, risk 1.5%"Specific, Actionable Answer:"With RSI at 55 and price above the 20EMA, momentum favors bulls. Key risk:watch the $X support level for stop..."better
    Always provide context: your experience level, timeframe, chart setup, and risk parameters. Without context, AI defaults to generic beginner disclaimers. With context, responses become specific and immediately useful.

    Checklist

    • Use the Role + Task + Format + Flag template for all research prompts
    • Provide context in every prompt ("I am a swing trader using daily charts")
    • Always ask AI to flag its assumptions and limitations

    Common Mistakes

    • Single-sentence prompts expecting comprehensive, specific answers
    • Not providing context (AI gives generic beginner answers without knowing your level)
    • Taking AI output as final without asking for critique of the AI's own answer ("What are the weaknesses of your response?")

    Fedha Tool Tie-in

    FedhaAcademy's AI Prompt Library contains 50+ pre-tested, effective prompts for crypto research, trade plan review, tokenomics analysis, and strategy development, ready to copy and customise.

    Key takeaways

    What to remember

    1. Effective prompts use Role + Task + Format + Flag to get specific, actionable research output.
    2. Always provide context, because without it AI defaults to generic beginner-level answers.
    3. Ask AI to flag its own assumptions and limitations, because it often knows what it cannot reliably answer.
    4. Ask 'What are the weaknesses of your response?' to get the counterarguments AI did not volunteer.
    Lesson quiz

    Quiz

    Question 1 of 12

    Pass: 9 of 12 correct

    Question 1 of 12

    What is the primary problem with the prompt: 'What is the best crypto trading strategy?'

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