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How to Write the Perfect System Prompt for Your Trading Style (3 Battle-Tested Templates) – My Trading – 24 September 2025

by Investor News Today
September 24, 2025
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Similar EA. Two totally different prompts. Fully totally different outcomes.

Week one with DoIt Alpha Pulse AI: +29.85% utilizing an aggressive progress immediate.
Week two, similar EA, conservative immediate: +8.2% with solely 2.1% drawdown.

The distinction? The system immediate. Your immediate actually IS your AI buying and selling technique.

After testing dozens of ChatGPT buying and selling prompts with actual cash, I’ve realized that 90% of merchants are utilizing AI utterly unsuitable. They’re asking ChatGPT questions when they need to be programming it with system prompts.

Let me present you precisely how one can write prompts that flip AI into your private buying and selling assistant.

Why System Prompts Are the Way forward for AI Buying and selling Technique

There is a huge distinction between chat prompts and system prompts that the majority merchants miss.

Chat prompts are one-off questions: “Ought to I purchase EURUSD?” or “What is the pattern on gold?” These offer you opinions, not methods.

System prompts are persistent directions that outline HOW the AI thinks about each single commerce. They’re the distinction between asking for recommendation and having a buying and selling associate.

DoIt Alpha Pulse AI makes use of system prompts to take care of constant buying and selling logic throughout GPT-5, Claude 3, and Gemini. Every mannequin interprets the identical immediate otherwise, which is why understanding immediate engineering is essential.

The Multi-Mannequin Benefit

This is what I found in week 2 of testing:

GPT-5 excels at understanding market context. Give it a immediate about “institutional order circulate” and it truly understands what you imply. It processes information sentiment higher than every other mannequin.

Claude 3 is the chance administration genius. Its logical processing means it by no means breaks your threat guidelines. When my immediate says “most 2% threat,” Claude will calculate place sizes to the decimal.

Gemini is the execution velocity demon. With sub-500ms response occasions, it is excellent for scalping prompts. However it wants less complicated, extra direct directions.

The magic occurs whenever you write prompts that leverage every mannequin’s strengths. That is precisely what these templates do.

The Anatomy of a Excellent Buying and selling System Immediate

Each profitable ChatGPT buying and selling immediate wants six important elements. Miss one, and your AI buying and selling technique falls aside.

1. Function Definition (Who the AI Ought to Be)

Begin each immediate by telling the AI precisely who it’s. Not “you’re a dealer” however particular:

“You’re a conservative institutional dealer with 15 years expertise managing pension fund property. Your major mandate is capital preservation with regular returns.”

This single sentence modifications all the things about how the AI interprets market information.

2. Market Context (What You are Buying and selling)

Be particular about:

  • Timeframes: “Concentrate on H4 for pattern, M15 for entry”
  • Pairs: “Commerce solely main foreign exchange pairs throughout their energetic classes”
  • Classes: “London open (8 AM – 12 PM GMT) completely”

Obscure prompts create obscure trades. Particular prompts create particular income.

3. Entry Standards (Crystal Clear Circumstances)

This is the place most ChatGPT buying and selling prompts fail. They are saying “discover good trades” as a substitute of:

“Enter lengthy when:
1. Value breaks above 20 EMA on H4
2. RSI is between 45-65 (not overbought)
3. Quantity is 20% above 20-period common
4. No high-impact information in subsequent 2 hours”

The AI cannot learn your thoughts. Outline EXACTLY what constitutes a legitimate setup.

4. Danger Administration (Non-Negotiable Guidelines)

This part must be the longest in your immediate:

“Danger Administration Protocol:
– By no means threat greater than 1% per commerce
– Cease loss: 1.5x ATR from entry
– If 2 consecutive losses: scale back place measurement by 50%
– Every day loss restrict: 3% (cease buying and selling if reached)
– By no means add to dropping positions
– Scale out 50% at 1:1 threat/reward”

5. Exit Technique (When to Get Out)

Most merchants obsess over entries and neglect exits. Your immediate wants each:

“Exit positions when:
– Goal 1 (50%): 1:1 threat/reward
– Goal 2 (25%): 2:1 threat/reward
– Goal 3 (25%): Let run with trailing cease at break-even + 10 pips
– Emergency exit: If commerce goes in opposition to by 50% of cease loss inside first 5 minutes”

6. Output Format (What You Need Again)

Inform the AI precisely how one can reply:

“Present buying and selling indicators on this format:
PAIR: [e.g., EURUSD]
ACTION: [BUY/SELL/WAIT]
ENTRY: [specific price]
STOP LOSS: [specific price]
TAKE PROFIT: [specific price]
RISK: [percentage and dollar amount]
CONFIDENCE: [1-10 score]
REASONING: [one sentence]”

No essays. No evaluation. Simply actionable indicators.

Template 1: Conservative System Immediate for Prop Corporations

This immediate helped me cross a prop agency problem on the second try. It prioritizes survival over income.

You’re a risk-averse institutional dealer managing a proprietary buying and selling agency account. Your major goal is capital preservation with constant, regular progress. You’ve got been buying and selling for 15 years and by no means blown an account. TRADING RULES: Market Choice: – Commerce solely main foreign exchange pairs (EURUSD, GBPUSD, USDJPY, USDCHF) – Concentrate on London and New York classes solely – Keep away from buying and selling half-hour earlier than and after high-impact information Entry Standards: – Require minimal 3 confluence elements: * Development alignment on H4 and H1 * Assist/resistance stage check * Momentum affirmation (RSI between 40-60) * Quantity above 20-period common – By no means chase worth – look forward to pullbacks – Most 2 trades per day Danger Administration (CRITICAL): – Most threat per commerce: 0.5% – Every day drawdown restrict: 2% – Weekly drawdown restrict: 4% – Cease loss: Most 30 pips – Minimal threat/reward: 1:2 – If day by day goal hit (+1%): Cease buying and selling – After 2 losses: Cease for the day – Place sizing: Calculate based mostly on cease loss to threat precisely 0.5% Exit Technique: – TP1 (50%): 1:1 threat/reward – TP2 (30%): 1.5:1 threat/reward – TP3 (20%): 2:1 threat/reward – Transfer cease to breakeven after TP1 hit – Path cease by 15 pips after TP2 Output Format: Reply solely with: SIGNAL: [YES/NO] If YES, present: PAIR | DIRECTION | ENTRY | SL | TP1 | TP2 | TP3 | RISK %

Why This Conservative Immediate Works

The sweetness is within the constraints. By limiting to 0.5% threat and a couple of trades day by day, you are pressured to be selective. The prop agency would not care if you happen to make 20% month-to-month – they care that you do not breach drawdown limits.

In my testing, this immediate with DoIt Alpha Pulse AI generated:

  • Week 2: +8.2% with 2.1% most drawdown
  • 73% win fee (however small winners)
  • Zero day by day restrict breaches

Excellent for funded accounts the place one mistake prices you all the things.

Template 2: Aggressive Progress System Immediate

Warning: This immediate is for small accounts you possibly can afford to lose. I apply it to my $1,000 “experiment” account, not my major capital.

You might be an aggressive momentum dealer centered on fast account progress. You settle for greater volatility for greater returns. Your purpose is to double the account inside 3 months whereas managing draw back threat. TRADING APPROACH: Market Choice: – Commerce all main pairs + GOLD (XAUUSD) – Concentrate on highest volatility pairs throughout information – Commerce all classes however prioritize London/NY overlap – Actively search volatility occasions Entry Standards: – Sturdy momentum breaks solely: * Value breaks 20-period excessive/low * Quantity spike 50% above common * RSI above 70 or under 30 (commerce WITH momentum) – Add to winners if momentum continues – Most 5 positions concurrently Danger Administration: – Base threat per commerce: 2% – If win fee >70% over final 20 trades: Improve to three% – If win fee <50% over final 20 trades: Scale back to 1% – Every day drawdown restrict: 10% – Scale into positions: 1% preliminary, add 1% if worthwhile – Use psychological stops, not laborious stops (monitor intently) Aggressive Exit Technique: – No fastened targets – experience momentum – Path cease aggressively: 20 pips behind present worth – Partial income: * 25% at +20 pips * 25% at +40 pips * Let 50% run with trailing cease – Lower losses shortly if momentum reverses Place Scaling Logic: If place is +10 pips: Add 50% extra measurement If place is +20 pips: Add last 50% measurement Most place: 3x preliminary measurement Output Format: ACTION: [BUY/SELL/ADD/CLOSE/WAIT] PAIR: [symbol] SIZE: [lots] REASON: [momentum indicator] CONFIDENCE: [1-10]

Actual Outcomes with This Aggressive Immediate

Week 1 testing (the +29.85% week) used a variation of this immediate:

  • 5 successful days
  • Largest single day: +19.25% (gold commerce)
  • Largest drawdown: -8.3% (recovered similar day)
  • Complete trades: 47

This is not sustainable long-term. It is for rising small accounts shortly whereas accepting the chance of dropping them.

Template 3: Information Occasion Scalping Immediate

This specialised immediate turns Gemini’s velocity benefit into income throughout high-impact information.

You’re a information occasion specialist dealer focusing completely on high-impact financial releases. You commerce the speedy volatility throughout the first 60 seconds of stories releases. NEWS TRADING PROTOCOL: Eligible Occasions (ONLY TRADE THESE): – NFP (Non-Farm Payrolls) – FOMC Minutes/Selections – ECB Charge Selections – CPI/Inflation Information – GDP Releases – Central Financial institution Speeches (Presidents/Chairs solely) Pre-Information Setup (5 minutes earlier than): – Determine anticipated vs forecast deviation situations – Set psychological brackets: +/- 30 pips from present worth – Scale back all different positions to zero – Put together for bi-directional volatility Entry Execution: – Await preliminary spike (first 5-10 seconds) – Enter on first pullback after spike – Route: Observe the spike if >20 pips – Fade the spike if <20 pips (often false) – Most entry window: 60 seconds post-release Scalping Danger Administration: – Danger per information commerce: 1% – Cease loss: 10 pips most – No additions to positions – Most 1 commerce per information occasion – If stopped out: Await subsequent information occasion Lightning Exit Guidelines: – Goal 1: 10 pips (50% off) – Goal 2: 20 pips (30% off) – Goal 3: Path remaining 20% by 5 pips – Time cease: Shut all after 5 minutes regardless Submit-Information Protocol: – Win or lose: Cease buying and selling for half-hour – Log the occasion final result – Replace deviation expectations Output Format: NEWS: [Event name] DEVIATION: [Actual vs Expected] ACTION: [BUY/SELL/SKIP] ENTRY: [Exact price] STOPS: [SL and TP levels]

Information Immediate Efficiency

Backtested on final 12 NFP releases:

  • 9 worthwhile trades
  • Common winner: +18 pips
  • Common loser: -10 pips
  • Complete: +132 pips

The hot button is Gemini’s velocity. By the point human merchants react, Gemini has already analyzed the deviation and entered.

Multi-Mannequin Immediate Optimization for AI Buying and selling Technique

This is the superior method that modified all the things: utilizing totally different fashions for various components of your buying and selling.

Mannequin-Particular Strengths

GPT-5 for Market Evaluation:

Temperature: 0.4 Use for: Pre-market evaluation, information interpretation, pattern identification Immediate model: Detailed, contextual, analytical

Claude 3 for Danger Selections:

Temperature: 0.3 Use for: Place sizing, cease loss calculation, drawdown administration Immediate model: Mathematical, logical, rule-based

Gemini for Execution:

Temperature: 0.2 Use for: Entry timing, scalping, fast exits Immediate model: Easy, direct, action-oriented

Temperature Settings Matter

Most merchants do not realize ChatGPT buying and selling prompts have temperature settings. For buying and selling:

  • 0.2-0.3: Most consistency, minimal creativity (greatest for entries/exits)
  • 0.4-0.5: Balanced evaluation and interpretation (greatest for market evaluation)
  • 0.6+: Too artistic, keep away from for buying and selling

In DoIt Alpha Pulse AI, I take advantage of 0.3 for all execution prompts and 0.5 for evaluation prompts.

Combining Fashions in One Technique

This is my stay setup:

  1. Morning: GPT-5 analyzes market situations with analytical immediate
  2. Buying and selling: Claude 3 evaluates setups in opposition to threat guidelines
  3. Execution: Gemini handles fast entry/exit with easy immediate
  4. Evaluate: GPT-5 analyzes what occurred for tomorrow’s context

Every mannequin will get a immediate optimized for its position. That is the way you obtain consistency with AI buying and selling.

Testing and Refining Your ChatGPT Buying and selling Prompts

Do not belief any immediate with actual cash till you have examined it correctly. This is my testing protocol:

Section 1: Historic Backtesting

Take your immediate and manually check it on historic information:

  1. Decide 20 random buying and selling days from the final 3 months
  2. Apply your immediate guidelines to every day
  3. Observe hypothetical outcomes
  4. Determine sample failures

If the immediate would not present revenue traditionally, it will not work stay.

Section 2: Demo Testing

Run the immediate on a demo account for minimal 2 weeks:

  • Observe each sign
  • Word when the AI will get confused
  • Determine immediate ambiguities
  • Refine the language

Section 3: Small Dwell Testing

Begin with 0.1% threat per commerce:

  • Check for 1 week
  • Confirm execution matches expectations
  • Examine if the AI follows all guidelines
  • Doc any deviation

Iteration Course of

After every week, refine your immediate:

Week 1 Difficulty: AI entered throughout information
Repair: Added “No trades half-hour earlier than/after high-impact information”

Week 2 Difficulty: Stops too tight on gold
Repair: Added “For XAUUSD, multiply cease distance by 1.5”

Week 3 Difficulty: Too many trades
Repair: Added “Most 3 trades per day”

Each iteration makes the immediate stronger.

These prompts aren’t theoretical – they’re operating stay in DoIt Alpha Pulse AI proper now.

The EA contains:

  • All 3 templates pre-configured
  • 7 extra specialised prompts (pattern, reversal, vary, and so on.)
  • Customized immediate add function
  • Automated mannequin choice based mostly on immediate kind

You may actually copy-paste these prompts or write your personal. The EA handles the connection to GPT-5, Claude, and Gemini mechanically.

Most significantly: when GPT-6 releases, your prompts maintain working. The EA updates itself to make use of newer fashions whereas sustaining your technique logic.

Your Subsequent Steps with System Prompts

Begin with the conservative template. Even if you happen to’re aggressive by nature, learn the way the AI interprets directions with decrease threat first.

Observe all the things in your Buying and selling Agenda – which prompts work, which fail, and why. The self-discipline of monitoring will reveal patterns you’d in any other case miss.

Bear in mind: your immediate is your technique. A obscure immediate creates obscure outcomes. A selected immediate creates particular income.

The way forward for buying and selling is not simply AI – it is customized AI that trades precisely how YOU need it to commerce. These templates are your place to begin. The place you’re taking them is proscribed solely by your creativeness.

P.S. – Week 3 replace: Testing a hybrid immediate that mixes conservative entries with aggressive place administration. Early outcomes present +12% with 3.8% drawdown. The right center floor would possibly exist in any case.

P.P.S. – If you happen to’re questioning why I am sharing these actual prompts: easy. The immediate is simply 20% of the equation. Execution, self-discipline, and threat administration are the opposite 80%. Most merchants will learn this and by no means implement it correctly. Those that do will perceive why DoIt Alpha Pulse AI exists – to deal with the execution completely whilst you deal with technique.

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