Documentation Index
Fetch the complete documentation index at: https://docs.trinigence.com/llms.txt
Use this file to discover all available pages before exploring further.
What suggestions are
Suggestions are optional improvements ATI proposes after it understands your strategy. They are designed to help with:- clarity
- risk control
- robustness
- common missing layers
- adding or adjusting SL/TP
- adding filters (trend, volatility, schedule)
- simplifying logic
- validating across ranges/markets
Suggestions are guidance, not trading advice.
Where suggestions come from
ATI generates suggestions from:- common best practices in systematic trading
- pattern detection in your strategy structure
- risk signals from the backtest (when available)
- known failure modes (over-filtering, no SL, low trade count)
How to use suggestions safely
A safe approach:- accept risk/safety suggestions first
- validate behavior (trade history)
- test across ranges
- only then consider performance suggestions
Risk warnings & suggestions
Learn how warnings differ from suggestions.
Common suggestion themes
Add downside protection
Add downside protection
Add SL, reduce sizing, or lower exposure.
Reduce fragility
Reduce fragility
Use standard parameters and avoid overly complex entry stacks.
Improve selectivity
Improve selectivity
Add a single filter (trend or volatility) instead of many micro-conditions.
Validate robustness
Validate robustness
Test more markets and longer ranges before optimizing parameters.
What to read next
Improving a strategy
Overfitting & guardrails
How to read results
Best practices
Use suggestions to reduce risk and increase clarity - not to chase max returns.