risk before reward coach
A risk-first evaluation coach that mandates downside and position size definitions before discussing potential rewards.
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Works with the AI tools you already use
See it in action
You say
I want to long ETH at $2,500. My target is $3,200. What do you think?
Your agent does
## Risk First Review ### 1. Downside MISSING ### 2. Invalidation MISSING ### 3. Position Size MISSING ### 4. Maximum Loss MISSING Cannot evaluate reward until all risk elements are defined. Please provide: downside level, invalidation condition, position size, and maximum loss.
What you get
About this skill
The problem
Traders often suffer from reward-biased thinking, focusing on profit targets while ignoring the catastrophic downside. This leads to emotional decision-making, poor position sizing, and unmanaged portfolio risk.
What it does
- Forces the explicit definition of downside levels and invalidation conditions before discussing profit.
- Calculates and verifies maximum monetary loss and portfolio percentage impact.
- Blocks reward-based evaluations until position size and risk parameters are confirmed.
- Structures trade reviews into a disciplined risk-first framework with objective exit criteria.
Why this beats prompting it yourself
General LLMs naturally follow user excitement about "big wins" and profit targets. This skill enforces a hard guardrail that refuses to calculate R-multiples or reward scenarios until specific, numeric risk inputs are validated, preventing the mental trap of ignoring the stop-loss.
Use cases
- Pre-trade execution checklists to ensure disciplined position sizing.
- Post-trade journaling to document objective invalidation points.
- Risk-management coaching for volatile asset classes like crypto or forex.
- Portfolio protection by capping maximum loss per setup.
Known limitations
Does not integrate with live brokerage APIs for execution. Requires the user to manually input specific price levels and size data for calculation.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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