QuantLab

Private quant research lab for AmiBroker automation and strategy R&D.

Runtime

This repo currently uses a src layout under research_runner/src and relies on launchers that set PYTHONPATH centrally.

Run Operator UI

.\run_operator_ui.ps1

Run tests

.\run_tests.ps1

Run Semi-Autonomous Loop

The simplest way is through the launcher:

.\run_semi_autonomous_loop.ps1 -CampaignIds c1 -Decision accept

Useful variants:

.\run_semi_autonomous_loop.ps1 -CampaignIds c1,c2 -Decision defer
.\run_semi_autonomous_loop.ps1 -CampaignIds c1 -DecisionsPath .\tmp\operator_decisions.json
.\run_semi_autonomous_loop.ps1 -CampaignIds c1 -Decision accept -MaxIterations 1 -MaxRuns 1

Notes:

• The loop writes outputs under research_runner/results/loops.
• If you do not provide operator decisions, the loop may stop in a pending operator approval state.
• -Decision accept|reject|defer generates simple operator decisions for the provided -CampaignIds.

You can also run pytest manually after setting PYTHONPATH to research_runner/src.

Import smoke check

python -c "from core.contracts.operator_contract import OperatorCommand; print('OK')"

Notes

• Streamlit UI imports projection from core.operator.state_projection.
• operator_ui/state_projection.py is only a compatibility wrapper.
• The project is not yet packaged as an editable install; launchers provide the stable runtime path.