Adds two new workflow parameters with backward-compatible defaults
(batch-size=1, auto-horizon-weights=false) so existing submissions
behave identically. Both flags are forwarded to alpha_train CLI.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>