demo to live readiness coach

The problem

Traders often confuse a lucky winning streak in a demo account with actual market readiness. Transitioning to live capital without objective verification usually leads to rapid account blowouts due to poor execution and emotional volatility.

What it does

• Analyzes trading journals to calculate win rates, profit factors, and expectancy across 50 to 100+ trades.
• Audits rule adherence by comparing individual trade executions against defined strategy parameters.
• Evaluates equity curve stability and drawdown paths to ensure performance is consistent rather than sporadic.
• Identifies unrealistic demo conditions like lack of slippage or instant fills that won't translate to live markets.
• Flags emotional triggers by scanning journal notes for revenge trading or plan deviations during volatility.

Why this beats prompting it yourself

A standard LLM prompt often gives generic encouragement or focuses only on P&L. This skill enforces a strict multi-dimensional audit, requiring statistical significance and behavioral evidence before granting a readiness verdict.

Use cases

• Conducting a pre-flight check before committing real capital to a new strategy.
• Auditing a paper trading period to identify specific execution weaknesses.
• Determining if a demo account's success is based on realistic market conditions.
• Providing objective feedback to coaching clients on their discipline and consistency.

Known limitations

Requires a minimum sample size of 50 to 100 trades for a definitive verdict. Verdicts are based solely on provided journal data and strategy rules.