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{"type":"item.completed","item":{"id":"item_1","type":"agent_message","text":"```python\nexec(open(\"/work/analysis_helpers.py\").read())\ngames=json.load(open(\"/work/pass_5/games.json\"))\nboards=np.load(\"/work/pass_5/boards.npy\")\nfor color in [\"black\",\"white\"]:\n    gg=[g for g in games if g[\"opponent\"]==\"strong\" and g[\"net_color\"]==color]\n    print(color, \"margins\", sorted(g[\"margin\"] for g in gg))\nfor i,g in [(i,g) for i,g in enumerate(games) if g[\"opponent\"]==\"strong\" and g[\"net_color\"]==\"black\" and g[\"result\"]<0][:5]:\n    print(\"\\nGAME\",i,\"margin\",g[\"margin\"],\"end\",g[\"end\"],\"captures\",g[\"stones_captured_by_net\"],\"lost\",g[\"stones_lost_by_net\"])\n    print(show(boards[i,len(g[\"moves\"])-1]))\n    print(\"Opening\",[(m[\"by\"],m[\"move\"]) for m in g[\"moves\"][:24]])\n    print(\"Last\",g[\"moves\"][-6:])\n```\n"}}
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