feat(scripts): Phase 1 runner CLI entry point

Aggiunge scripts/run_phase1.py come entry point CLI per eseguire un run
end-to-end di Phase 1 con parametri configurabili via argparse (popolazione,
generazioni, simbolo, finestra temporale, fees, seed). Aggiunge marker
py.typed al package multi_swarm per esporre i tipi a consumatori esterni
(scripts/) sotto mypy --strict.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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