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# QuantTrader Artifacts
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This directory stores the research outputs that the trading runtime consumes.
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## Structure
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- `config/`: strategy configuration snapshots exported from QuantResearch (YAML).
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- `params/`: optimized parameter JSONs (`best_params_*.json`).
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## Manual sync process
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1. In `QuantResearch/`, run optimization/backtest scripts to produce updated configs/params.
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2. Copy the vetted files into this directory:
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- `cp QuantResearch/config/<strategy>.yaml QuantTrader/artifacts/config/`
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- `cp QuantResearch/data/params/best_*.json QuantTrader/artifacts/params/`
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3. Commit the new artifacts (or upload to storage) alongside the trading release.
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4. Runner processes load configs from `artifacts/config/` and parameters from `artifacts/params/` to ensure live trading uses the approved research snapshot.
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Automating this sync (e.g., via CI) is recommended once the promotion flow stabilizes.
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