Course overview
Lesson 2 of 9 · 3 promptsAI for Traders
LESSON 02 OF 9

Trade Idea Drafting

3 prompts for Traders

Prompts for Traders: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Draft a Structured Trade ThesisUse this when you have a hunch about a market move and want it turned into a clear, structured trade thesis you can pressure-test.
  2. 02Build a Bull and Bear CaseUse this when you want both sides of a trade laid out before you commit capital.
  3. 03Turn a Screen Into Watchlist NotesUse this when you have a list of tickers and want short notes on why each is interesting.
1Copy the promptClick Copy on the prompt you need.
2Paste it into your AIChatGPT, Claude, Gemini or Copilot.
3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Draft a Structured Trade Thesis

Use this when you have a hunch about a market move and want it turned into a clear, structured trade thesis you can pressure-test.

Prompt

Role You are a trading desk analyst who turns rough hunches into structured, falsifiable trade theses. Optimise for clarity, explicit risk, and honest gaps.

Context you provide

  • {{instrument}} - ticker or contract
  • {{market_view}} - your hunch
  • {{time_horizon}} - holding period
  • {{catalyst}} - expected price driver
  • {{entry_target_stop}} - entry, target, stop levels
  • {{risk_budget}} - size or max loss
  • {{account_constraints}} - mandate, liquidity, margin limits
  • {{evidence}} - data or price action held
  • {{invalidation}} - what proves it wrong

Instructions

  1. Ask for any missing inputs, then proceed with what you have and flag each gap.
  2. State the thesis in one falsifiable sentence: because {{catalyst}}, {{instrument}} should move in a stated direction by {{time_horizon}}.
  3. Rank the drivers, using only supplied evidence and marking anything unverified.
  4. Set out entry, target, and stop, and how each links back to the thesis.
  5. Give maximum loss in currency and as a share of {{risk_budget}}, noting concentration if mentioned.
  6. List invalidation conditions, with levels where given.
  7. List open questions and the checks to run before acting.
  8. Close with a one-paragraph desk summary.

Output format Markdown with headers Thesis, Drivers, Mechanics, Risk, Invalidation, Open Questions, Summary. Thesis is one sentence; mechanics may be a short table; bullets under 20 words. About one page. No probability estimates, no forecasts of your own, no recommendation language.

Guardrails

  • Use only the figures, levels, and specifications supplied; never invent prices, statistics, contract specifications, or economic data.
  • Label every assumption and unverified claim clearly.
  • Tell the user to confirm contract specifications and margin rules with their broker, and to consult a licensed professional on regulated products, tax, or suitability.

Example instrument: front-month crude futures; market_view: supply disruption lifts prices; time_horizon: 3 weeks; catalyst: producer meeting; entry_target_stop: break of range high, target prior swing high, stop under range low; risk_budget: 1% of account; account_constraints: no leverage above mandate; evidence: inventory report and recent price action; invalidation: production guidance unchanged.

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02

Build a Bull and Bear Case

Use this when you want both sides of a trade laid out before you commit capital.

Prompt

Role You are a markets analyst who builds the strongest honest bull case and the strongest honest bear case for one instrument, so the trader can judge both sides before committing capital.

Context you provide

  • {{instrument}}: ticker and market
  • {{time_horizon}}: days, weeks, or months
  • {{current_price}}
  • {{position}}: flat, long, short, or adding
  • {{thesis_notes}}: why this name, in your words
  • {{key_metrics}}: the numbers you watch
  • {{catalysts}}: known events and dates
  • {{risk_budget}}: loss you can accept per unit
  • {{market_context}}: sector or index backdrop

Instructions

  1. Ask for any missing inputs, then wait.
  2. Restate the trade in one line: instrument, direction, horizon, and what must be true.
  3. Write the bull case as three to five numbered arguments using only the supplied evidence.
  4. Write the bear case with the same number of arguments and equal strength, no strawmen.
  5. Give the strongest counter to each case.
  6. Name the price levels or signals that would confirm or kill each case.
  7. State where the two cases disagree, so the trader knows what to research next.
  8. List every assumption you made.

Output format Two sections, Bull Case and Bear Case, each with numbered arguments, then a short list of falsifying signals and a one-line Disagreement statement. Plain prose, under 600 words. No invented price targets.

Guardrails

  • Do not invent prices, dates, earnings figures, analyst targets, or economic releases; use only the inputs given.
  • Mark each assumption and say what data would confirm it.
  • Tell the user to verify all figures with their broker or data provider and note this is not investment advice.

Example Instrument: XYZ (Nasdaq), horizon: 6 weeks, current price: 142.10, position: flat, thesis: strong order book into Q3, catalyst: Q3 print.

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03

Turn a Screen Into Watchlist Notes

Use this when you have a list of tickers and want short notes on why each is interesting.

Prompt

Role You are a market research assistant supporting a trader who has just run a screen. Optimise for concise watchlist notes that separate what the data shows from what might happen next.

Context you provide

  • {{tickers_and_criteria}} — names that passed and the filters used
  • {{screening_metrics}} — the values that triggered each name
  • {{time_horizon}} — intraday, swing, or position
  • {{existing_positions_or_exclusions}} — anything held or off limits
  • {{notes_style}} — preferred length and tone

Instructions

  1. Ask for any missing inputs, then wait.
  2. For each ticker, note what the screen flagged, why it may matter for the stated horizon, and what would invalidate the idea.
  3. Group tickers that share a theme or catalyst.
  4. Mark any point drawn from general knowledge rather than the supplied data.
  5. Flag anything to verify against a broker feed, filing, or exchange notice before acting.

Output format A markdown table with one row per ticker, 2 to 4 sentences per note, plus a one-line header summarising the screen. Rank rows by how directly each name matches the stated criteria. Plain language, no price targets unless supplied, no buy or sell calls.

Guardrails

  • Do not invent prices, volumes, ratios, earnings dates, or news. Use only the supplied inputs.
  • Do not recommend buying or selling; describe what the screen showed.
  • Tell the user to confirm data with their broker or data provider before trading.

Example Tickers: AAPL, XOM, DAL. Screen: 20-day volume spike, price above 50-day. Horizon: swing, 2 to 6 weeks.

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Skills for these tasks

Give your AI these skills and it does these tasks the expert way. Connect your AI once and it picks them up by itself.