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AI Training Center

Build your own trading research agent instead of relying on black-box advice.

HELM does not train an AI to gamble for you.

HELM helps you build a research agent with memory, boundaries, audit and hard risk gates.

The building blocks

01

Prompt templates

  • Research prompt
  • Risk-audit prompt
  • News-filter prompt
  • Strategy-review prompt
  • Pre-trade check prompt
02

memory.md

  • Market preferences
  • Risk limits
  • Strategy boundaries
  • Execution rules
  • One fact per memory
03

Skills

  • Data reading
  • Backtest analysis
  • News attribution
  • Risk checks
  • Pre-order audit · log review
Trading hard gates
Max position limit Max drawdown limit No unaudited orders No unauthorized orders No bypassing risk checks

Gates are enforced in code, not by the model. The AI can propose; it cannot override a gate.

AI behavior audit
Proposed
What the AI suggested
Approved
What the user approved
Blocked
What the system blocked
Executed
What finally executed

Every step is logged so you can always answer: what did the AI propose, and what actually happened?

AI suggests. Gates decide. Audit remembers.
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