tradememory-protocol

Outcome-weighted recall auto-downweights patterns from old regimes. Your bot adapts without you rewriting a single rule.

"How do I know it's not just overfitting?"

Every pattern carries Bayesian confidence + sample size. Built-in out-of-sample validation. Suspicious patterns get flagged, not blindly followed.

"I just want it to figure out what works."

Evolution Engine: feed raw price data. No indicators, no hand-written rules. It discovers, backtests, eliminates, and evolves — autonomously.

22 months of BTC data. Sharpe 3.84. 477 trades. 91% positive months. Zero human strategy input.

Quick Start

pip install tradememory-protocol

Add to your Claude Desktop config (claude_desktop_config.json):

{
  "mcpServers": {
    "tradememory": {
      "command": "uvx",
      "args": ["tradememory-protocol"]
    }
  }
}

Then say to Claude:

"Record my BTCUSDT long at 71,000 — momentum breakout, high confidence."

Claude Code:

claude mcp add tradememory -- uvx tradememory-protocol

Cursor / Windsurf / any MCP client — add to your MCP config...