home/categories/machine-learning/smith6jt-cop-skills-registry-plugins-trading-account-aware-training-skills-account-aware-training-skill-md
machine-learningdata-ai
account-aware-training
Add account state (P&L, win rate, drawdown) to RL observations + drawdown penalty in rewards. Trigger when: (1) model needs account awareness, (2) training should penalize drawdowns, (3) upgrading obs_dim 5300→5600.
maintainer
smith6jt-cop
Atualizado 1/17/2026
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quick start
Installation and usage
Add account state (P&L, win rate, drawdown) to RL observations + drawdown penalty in rewards. Trigger when: (1) model needs account awareness, (2) training should penalize drawdowns, (3) upgrading obs_dim 5300→5600.
Instalação
$ install --globalskills.sh
Uso
Depois de instalar, você pode usar esta skill executando o seguinte comando no terminal:
skills use account-aware-training