home/categories/finance-investment/smith6jt-cop-skills-registry-plugins-trading-reward-function-hold-bias-skills-reward-function-hold-bias-skill-md
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reward-function-hold-bias
Fix HOLD bias in RL reward function. Trigger when: (1) model learns to always HOLD, (2) trade rate is too low (<10%), (3) slippage penalty exceeds typical price moves.
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smith6jt-cop
Updated 1/17/2026
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quick start
Installation and usage
Fix HOLD bias in RL reward function. Trigger when: (1) model learns to always HOLD, (2) trade rate is too low (<10%), (3) slippage penalty exceeds typical price moves.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use reward-function-hold-bias