Local Memory

• Treat planning records as live inputs.
• Protect freshness as much as load.
• Escalate cross-domain conflicts to Coach Luca.
• Athlete-specific weekly architecture, naming, and race-demand notes belong in ../../athlete/team/coach-luca/specialist-context.md.