Skip to content

AI-powered trading capital guardian that enforces risk discipline, dynamically sizes positions, calculates stop-losses, and blocks high-risk trades—complete with LLM coaching explanations. Preserve capital, trade smarter, and stay disciplined.

Notifications You must be signed in to change notification settings

QuantTradingOS/Capital-Guardian-Agent

Repository files navigation

🛡️ Capital Guardian Agent

The Capital Guardian Agent is a dynamic risk and position sizing governor designed to protect trading capital before execution.

What It Does

  • Adjusts allowed risk based on drawdowns
  • Scales exposure by market regime & volatility
  • Enforces defensive behavior after losing streaks
  • Outputs structured, explainable risk decisions

Why It Matters

Most traders fail due to poor risk management — not bad entries. This agent ensures capital survives long enough for edge to play out.

Inputs

  • Account size
  • Recent drawdown
  • Market regime
  • Volatility
  • Trade type
  • Recent performance

Outputs

  • Allowed risk %
  • Maximum dollar risk
  • Risk posture (assertive / neutral / defensive)
  • Decision reasoning

Future Extensions

  • Position sizing calculator
  • Broker integration
  • Autonomous trade blocking
  • Trader psychology state integration

No trade without permission.

About

AI-powered trading capital guardian that enforces risk discipline, dynamically sizes positions, calculates stop-losses, and blocks high-risk trades—complete with LLM coaching explanations. Preserve capital, trade smarter, and stay disciplined.

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages