Guide · Evaluation

Pipeline first. Algorithms second.

Tom Dörr pointed at TradeMaster: a full design → implement → evaluate → deploy loop for RL trading. ThumbGate is not a trading gym. The transferable piece is the named 6-module compass over the surfaces we already have.

npx thumbgate compass
npx thumbgate compass --json
TradeMaster moduleThumbGate axisWhat we measure
DataDatafeedback-log.jsonl rows
PreprocessPromoteprevention-rules.md or memory rows
SimulatorEvaluatelocal summary / captured lessons
AlgorithmsImplementwritable lesson store
Eval toolkitDesignMCP/hook wiring (doctor)
InterfacesDeploydashboard or green wiring

We do not ship a Sharpe-ratio star plot or 13 trading algos. If design/wire is red, stop adding gates.

How we evaluate · Bench scorecard · Security questionnaire