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{"type":"item.completed","item":{"id":"item_2","type":"agent_message","text":"```python\nimport numpy as np,json\nnames=[f\"L{k}.{s}\" for k in range(1,7) for s in (\"W\",\"b\")]+[\"out.W\",\"out.b\"]\nnp.savez_compressed(\"/work/version_6.npz\",**{n:load(n) for n in names})\n\nrevision=r'''\n_base={}\nexec(open(\"/work/design_v5.py\").read(),_base)\ndef construct(parameters=None):\n    changes=dict(\n        scale=2.6,\n        own_adjacent=0.30, own_diagonal=0.70, own_jump=0.55,\n        own_knight=0.12, own_crowding=-0.10,\n        enemy_adjacent=-0.30, enemy_diagonal=0.35,\n        enemy_jump=0.80, enemy_knight=0.25,\n        opening_third=1.8, opening_fourth=0.6, opening_center=0.0,\n        attack_two_liberties=2.0, protect_two_liberties=2.2,\n    )\n    if parameters:\n        changes.update(parameters)\n    return _base[\"construct\"](changes)\n'''\nopen(\"/work/design_v7.py\",\"w\").write(revision)\nns={}\nexec(revision,ns)\nt,p=ns[\"construct\"]()\nfor n,a in t.items():save(n,a)\njson.dump(p,open(\"/work/parameters.json\",\"w\"),indent=2)\nprint(\"Saved revision 7: third-line enclosure and supported approaches,\")\nprint(\"rather than immediate attachment and compact central filling.\")\n```\n"}}
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