The All Weather 5 Layer Trading Framework is an AI skill that processes crypto market data through five sequential analytical layers: Regime Detection, Probability-Based Classification, Strategy Routing, Risk Overlays, and Portfolio Orchestration. It is designed for traders working on 1H and 4H timeframes who want structured, repeatable analysis rather than ad-hoc AI responses.
Regime Detection uses more than 11 indicators to calculate a probability vector across four market states: Trending, Ranging, Breakout, and Choppy. Based on that classification, the skill routes analysis to one of three strategy types — Trend Following, Mean Reversion, or Squeeze-Breakout. Required inputs include specific quantitative indicators such as ADX, ATR, R², and the Hurst exponent.
Risk management is handled through a 5-gate safety check that includes Half-Kelly position sizing, correlation limits between open positions, and an account-wide circuit breaker. Entry logic follows a two-phase scale-in model that delays full capital commitment until momentum clears defined thresholds. Order optimization accounts for slippage and distinguishes between Limit and Market order types.
When a signal passes all gates, the skill produces a structured Trade Card containing exact entry prices, ATR-based stop levels, and multi-tier profit targets. When a signal fails any gate, the report surfaces the specific failure. This skill does not execute trades; it produces analysis and decision artifacts for a human or agent to act on.