Generate lineups intelligently.

Engine not wired yet

The visual layout for this step is captured in public/design/GW Assist. Hooking it up is gated on the back-end pieces below. Until those are in place, use this page as a navigation anchor while you click through the workflow.

• Optimization Engine — solver that respects scarcity, rarity, position rules, and exposure constraints
• Per-card projection (median + ceiling + floor + confidence) — sourced from Projection Engine
• Threshold history per competition for the "% chance" indicator
• Captain candidate scoring (variance × ceiling)

• Three strategy variants per competition: Safe / Balanced / Aggressive
• Pitch / grid view of the chosen lineup
• Top summary bar — projected score, threshold chance, risk level, ceiling
• Per-player cards: projected score, starter %, fixture, XP bonus, recent form
• One-click Auto-Generate, plus manual override