Weekly PTCG ladder meta check — analyze our latest submission's replays for opponent-archetype W-L and meta share, flag rotations vs the last snapshot, show the LB top. Use to check the meta, our submission's record, or whether the meta rotated. Triggers —…
Build a PTCG Simulation submission (.tar.gz) from a deck + policy, validate its structure, smoke-test the built artifact vs the meta gauntlet, then (after user approval) submit and record it. Use to build/package/submit an agent or ship a counter deck.…
Reconstruct a player's exact 60-card PTCG decklist from their Kaggle ladder replays (any submission_id → deck JSON). Use to copy/clone/mimic a top-ranker's or opponent's deck, or seed a counter. Triggers — "copy charmq's deck", "リプレイから60枚を複製", "clone sub…
Scout a top player's PLAYSTYLE (not just their deck) to find concrete policy-tuning targets — per opponent-archetype W-L / bench (prize-liability) / attack tempo, plus decoded decisions where OUR current policy diverges from theirs. Use to tune a policy, find…
Use for Kaggle competition overview fetches, writeups, discussion/kernel research, submissions, and dataset uploads. Not for unrelated ML code.