diff --git a/lab_api.py b/lab_api.py
index 7293d95..c54bb75 100644
--- a/lab_api.py
+++ b/lab_api.py
@@ -1 +1,8872 @@
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vbW1hbmRlci1haS1sYWIubG9nIiwKICAgICAgICBtYXhCeXRlcz1fTE9HX01BWF9CWVRFUywKICAgICAgICBiYWNrdXBDb3VudD1fTE9HX0JBQ0tVUF9DT1VOVCwKICAgICAgICBlbmNvZGluZz0idXRmLTgiLAogICAgKQogICAgZmlsZV9oYW5kbGVyLnNldExldmVsKGxldmVsKQogICAgZmlsZV9oYW5kbGVyLnNldEZvcm1hdHRlcihmb3JtYXR0ZXIpCiAgICByb290X2xvZ2dlci5hZGRIYW5kbGVyKGZpbGVfaGFuZGxlcikKCgojIE5hbWVkIGxvZ2dlcnMg4oCUIGltcG9ydCB0aGVzZSB3aGVyZSBuZWVkZWQKbG9nID0gbG9nZ2luZy5nZXRMb2dnZXIoImNvbW1hbmRlcl9haV9sYWIuYXBpIikgICAgICAgICAgIyBBUEkgZW5kcG9pbnRzLCBzZXJ2ZXIgbGlmZWN5Y2xlCmxvZ19iYXRjaCA9IGxvZ2dpbmcuZ2V0TG9nZ2VyKCJjb21tYW5kZXJfYWlfbGFiLmJhdGNoIikgICAjIEJhdGNoIHNpbSAoSmF2YSArIERlZXBTZWVrKQpsb2dfc2ltID0gbG9nZ2luZy5nZXRMb2dnZXIoImNvbW1hbmRlcl9haV9sYWIuc2ltIikgICAgICAgIyBEZWVwU2VlayBnYW1lIHNpbXVsYXRpb24KbG9nX2NvYWNoID0gbG9nZ2luZy5nZXRMb2dnZXIoImNvbW1hbmRlcl9haV9sYWIuY29hY2giKSAgICMgQ29hY2ggKyByZXBvcnQgZ2VuZXJhdGlvbgpsb2dfZGVja2dlbiA9IGxvZ2dpbmcuZ2V0TG9nZ2VyKCJjb21tYW5kZXJfYWlfbGFiLmRlY2tnZW4iKSAgIyBEZWNrIGdlbmVyYXRpb24gKGFsbCB2ZXJzaW9ucykKbG9nX2NvbGxlY3QgPSBsb2dnaW5nLmdldExvZ2dlcigiY29tbWFuZGVyX2FpX2xhYi5jb2xsZWN0aW9uIikgICMgQ29sbGVjdGlvbiBtYW5hZ2VtZW50CmxvZ19zY2FuID0gbG9nZ2luZy5nZXRMb2dnZXIoImNvbW1hbmRlcl9haV9sYWIuc2Nhbm5lciIpICAjIENhcmQgc2Nhbm5lcgpsb2dfbWwgPSBsb2dnaW5nLmdldExvZ2dlcigiY29tbWFuZGVyX2FpX2xhYi5tbCIpICAgICAgICAgIyBNTCB0cmFpbmluZyArIGluZmVyZW5jZQpsb2dfY2FjaGUgPSBsb2dnaW5nLmdldExvZ2dlcigiY29tbWFuZGVyX2FpX2xhYi5jYWNoZSIpICAgIyBTY3J5ZmFsbCBjYWNoZQpsb2dfcHBseCA9IGxvZ2dpbmcuZ2V0TG9nZ2VyKCJjb21tYW5kZXJfYWlfbGFiLnBwbHgiKSAgICAgIyBQZXJwbGV4aXR5IEFQSQoKCiMg4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQCiMgQXBwIFNldHVwCiMg4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQCgphcHAgPSBGYXN0QVBJKHRpdGxlPSJDb21tYW5kZXIgQUkgTGFiIEFQSSIsIHZlcnNpb249IjMuMC4wIikKCmFwcC5hZGRfbWlkZGxld2FyZSgKICAgIENPUlNNaWRkbGV3YXJlLAogICAgYWxsb3dfb3JpZ2lucz1bIioiXSwKICAgIGFsbG93X21ldGhvZHM9WyIqIl0sCiAgICBhbGxvd19oZWFkZXJzPVsiKiJdLAopCgpmcm9tIHJvdXRlcyBpbXBvcnQgX2F1dG9sb2FkIGFzIF9yb3V0ZXNfYXV0b2xvYWQKX3JvdXRlc19hdXRvbG9hZC5yZWdpc3Rlcl9zdGFydHVwKGFwcCkKCgojIOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkAojIEluLU1lbW9yeSBTdGF0ZQojIOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkOKVkAoKY2xhc3MgQmF0Y2hTdGF0ZToKICAgICIiIlRyYWNrcyBhIHJ1bm5pbmcgb3IgY29tcGxldGVkIGJhdGNoLiIiIgogICAgZGVmIF9faW5pdF9fKHNlbGYsIGJhdGNoX2lkOiBzdHIsIHRvdGFsX2dhbWVzOiBpbnQsIHRocmVhZHM6IGludCk6CiAgICAgICAgc2VsZi5iYXRjaF9pZCA9IGJhdGNoX2lkCiAgICAgICAgc2VsZi50b3RhbF9nYW1lcyA9IHRvdGFsX2dhbWVzCiAgICAgICAgc2VsZi50aHJlYWRzID0gdGhyZWFkcwogICAgICAgIHNlbGYuY29tcGxldGVkX2dhbWVzID0gMAogICAgICAgIHNlbGYucnVubmluZyA9IFRydWUKICAgICAgICBzZWxmLnN0YXJ0X3RpbWUgPSBkYXRldGltZS5ub3coKQogICAgICAgIHNlbGYuZWxhcHNlZF9tcyA9IDAKICAgICAgICBzZWxmLnJlc3VsdF9wYXRoOiBPcHRpb25hbFtzdHJdID0gTm9uZQogICAgICAgIHNlbGYuZXJyb3I6IE9wdGlvbmFsW3N0cl0gPSBOb25lCiAgICAgICAgc2VsZi5wcm9jZXNzOiBPcHRpb25hbFtzdWJwcm9jZXNzLlBvcGVuXSA9IE5vbmUKICAgICAgICBzZWxmLmxvZ19saW5lczogbGlzdCA9IFtdCiAgICAgICAgIyB2MjQgKElzc3VlICM1KTogUmVhbC10aW1lIHRocm91Z2hwdXQgdHJhY2tpbmcKICAgICAgICBzZWxmLnNpbXNfcGVyX3NlYzogZmxvYXQgPSAwLjAKCmFjdGl2ZV9iYXRjaGVzOiBkaWN0W3N0ciwgQmF0Y2hTdGF0ZV0gPSB7fQoKIyBDb21tYW5kZXIgbWV0YSBtYXBwaW5nIChsb2FkZWQgYXQgc3RhcnR1cCkKQ09NTUFOREVSX01FVEE6IGRpY3QgPSB7fQoKIyDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZAKIyBSZXF1ZXN0IC8gUmVzcG9uc2UgTW9kZWxzCiMg4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQCgpjbGFzcyBTdGFydFJlcXVlc3QoQmFzZU1vZGVsKToKICAgIGRlY2tzOiBsaXN0W3N0cl0gICAgICAgICAgICMgRXhhY3RseSAzIGRlY2sgbmFtZXMKICAgIG51bUdhbWVzOiBpbnQgPSAxMDAKICAgIHRocmVhZHM6IGludCA9IDQKICAgIHNlZWQ6IE9wdGlvbmFsW2ludF0gPSBOb25lCiAgICBjbG9jazogaW50ID0gMTIwCiAgICAjIHYzOiBPcHRpb25hbCBzb3VyY2UgbWV0YWRhdGEgcGVyIGRlY2sKICAgIGRlY2tTb3VyY2VzOiBPcHRpb25hbFtsaXN0W09wdGlvbmFsW2RpY3RdXV0gPSBOb25lICAjIFt7c291cmNlLCBzb3VyY2VVcmwsIGNvbW1hbmRlciwgYXJjaGV0eXBlfV0KICAgICMgdjg6IExlYXJuZWQgcG9saWN5IHN1cHBvcnQKICAgIHVzZUxlYXJuZWRQb2xpY3k6IGJvb2wgPSBGYWxzZQo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gUGFnaW5hdGUKICAgIG9mZnNldCA9IChtYXgoMSwgcGFnZSkgLSAxKSAqIHBhZ2VTaXplCiAgICBkYXRhX3NxbCA9IGYiIiIKICAgICAgICBTRUxFQ1QgKiBGUk9NIGNvbGxlY3Rpb25fZW50cmllcyB7d2hlcmVfc3RyfQogICAgICAgIE9SREVSIEJZIHtzb3J0X2ZpZWxkfSB7c29ydF9kaXJ9CiAgICAgICAgTElNSVQgPyBPRkZTRVQgPwogICAgIiIiCiAgICByb3dzID0gY29ubi5leGVjdXRlKGRhdGFfc3FsLCBwYXJhbXMgKyBbcGFnZVNpemUsIG9mZnNldF0pLmZldGNoYWxsKCkKICAgIGl0ZW1zID0gW19hZGRfaW1hZ2VfdXJsKF9yb3dfdG9fZGljdChyKSkgZm9yIHIgaW4gcm93c10KCiAgICAjIElmIGRlY2tfaWQgcHJvdmlkZWQsIGFubm90YXRlIGVhY2ggaXRlbSB3aXRoIGhvdyBtYW55IGNvcGllcyBhcmUgYWxyZWFkeSBpbiB0aGF0IGRlY2sKICAgIGlmIGRlY2tfaWQgaXMgbm90IE5vbmU6CiAgICAgICAgIyBCdWlsZCBhIG1hcCBvZiBzY3J5ZmFsbF9pZCAtPiBxdWFudGl0eSBpbiBkZWNrCiAgICAgICAgZGVja19jYXJkX3Jvd3MgPSBjb25uLmV4ZWN1dGUoCiAgICAgICAgICAgICJTRUxFQ1Qgc2NyeWZhbGxfaWQsIFNVTShxdWFudGl0eSkgYXMgcXR5IEZST00gZGVja19jYXJkcyBXSEVSRSBkZWNrX2lkID0gPyBHUk9VUCBCWSBzY3J5ZmFsbF9pZCIsCiAgICAgICAgICAgIChkZWNrX2lkLCkKICAgICAgICApLmZldGNoYWxsKCkKICAgICAgICBpbl9kZWNrX21hcCA9IHtyb3dbInNjcnlmYWxsX2lkIl06IHJvd1sicXR5Il0gZm9yIHJvdyBpbiBkZWNrX2NhcmRfcm93c30KICAgICAgICBmb3IgaXRlbSBpbiBpdGVtczoKICAgICAgICAgICAgaXRlbVsiaW5fZGVja19xdWFudGl0eSJdID0gaW5fZGVja19tYXAuZ2V0KGl0ZW0uZ2V0KCJzY3J5ZmFsbF9pZCIsICIiKSwgMCkKCiAgICByZXR1cm4geyJpdGVtcyI6IGl0ZW1zLCAicGFnZSI6IHBhZ2UsICJwYWdlU2l6ZSI6IHBhZ2VTaXplLCAidG90YWwiOiB0b3RhbH0KCgpAYXBwLmdldCgiL2FwaS9jb2xsZWN0aW9uL3tjYXJkSWR9IikKYXN5bmMgZGVmIGdldF9jb2xsZWN0aW9uX2NhcmQoY2FyZElkOiBpbnQpOgogICAgIiIiR2V0IGEgc2luZ2xlIGNvbGxlY3Rpb24gZW50cnkgYnkgSUQuIiIiCiAgICBjb25uID0gX2dldF9kYl9jb25uKCkKICAgIHJvdyA9IGNvbm4uZXhlY3V0ZSgiU0VMRUNUICogRlJPTSBjb2xsZWN0aW9uX2VudHJpZXMgV0hFUkUgaWQgPSA/IiwgKGNhcmRJZCwpKS5mZXRjaG9uZSgpCiAgICBpZiBub3Qgcm93OgogICAgICAgIHJhaXNlIEhUVFBFeGNlcHRpb24oNDA0LCBmIkNhcmQgd2l0aCBpZCB7Y2FyZElkfSBub3QgZm91bmQiKQogICAgcmV0dXJuIF9hZGRfaW1hZ2VfdXJsKF9yb3dfdG9fZGljdChyb3cpKQoKCkBhcHAucGF0Y2goIi9hcGkvY29sbGVjdGlvbi97Y2FyZElkfSIpCmFzeW5jIGRlZiB1cGRhdGVfY29sbGVjdGlvbl9jYXJkKGNhcmRJZDogaW50LCBib2R5OiBkaWN0KToKICAgICIiIlVwZGF0ZSBtdXRhYmxlIGZpZWxkcyBvZiBhIGNvbGxlY3Rpb24gZW50cnkuIiIiCiAgICBjb25uID0gX2dldF9kYl9jb25uKCkKICAgIHJvdyA9IGNvbm4uZXhlY3V0ZSgiU0VMRUNUICogRlJPTSBjb2xsZWN0aW9uX2VudHJpZXMgV0hFUkUgaWQgPSA/IiwgKGNhcmRJZCwpKS5mZXRjaG9uZSgpCiAgICBpZiBub3Qgcm93OgogICAgICAgIHJhaXNlIEhUVFBFeGNlcHRpb24oNDA0LCBmIkNhcmQgd2l0aCBpZCB7Y2FyZElkfSBub3QgZm91bmQiKQoKICAgIHVwZGF0ZXMgPSB7fQogICAgaWYgImNhdGVnb3J5IiBpbiBib2R5OgogICAgICAgIGNhdCA9IGJvZHlbImNhdGVnb3J5Il0KICAgICAgICBpZiBpc2luc3RhbmNlKGNhdCwgbGlzdCk6CiAgICAgICAgICAgIHVwZGF0ZXNbImNhdGVnb3J5Il0gPSBqc29uLmR1bXBzKGNhdCkKICAgICAgICBlbHNlOgogICAgICAgICAgICB1cGRhdGVzWyJjYXRlZ29yeSJdID0gY2F0CiAgICBpZiAidGFncyIgaW4gYm9keToKICAgICAgICB1cGRhdGVzWyJ0YWdzIl0gPSBzdHIoYm9keVsidGFncyJdKQogICAgaWYgIm5vdGVzIiBpbiBib2R5OgogICAgICAgIHVwZGF0ZXNbIm5vdGVzIl0gPSBzdHIoYm9keVsibm90ZXMiXSkKICAgIGlmICJmaW5pc2giIGluIGJvZHk6CiAgICAgICAgZmluaXNoX3ZhbCA9IHN0cihib2R5WyJmaW5pc2giXSkudXBwZXIoKQogICAgICAgIGlmIGZpbmlzaF92YWwgbm90IGluICgiTk9STUFMIiwgIkZPSUwiLCAiRVRDSEVEIik6CiAgICAgICAgICAgIHJhaXNlIEhUVFBFeGNlcHRpb24oNDAwLCAiZmluaXNoIG11c3QgYmUgTk9STUFMLCBGT0lMLCBvciBFVENIRUQiKQogICAgICAgIHVwZGF0ZXNbImZpbmlzaCJdID0gZmluaXNoX3ZhbAoKICAgIGlmIG5vdCB1cGRhdGVzOgogICAgICAgIHJldHVybiBfYWRkX2ltYWdlX3VybChfcm93X3RvX2RpY3Qocm93KSkKCiAgICB1cGRhdGVzWyJ1cGRhdGVkX2F0Il0gPSBkYXRldGltZS51dGNub3coKS5zdHJmdGltZSgiJVktJW0tJWQgJUg6JU06JVMiKQogICAgc2V0X2NsYXVzZSA9ICIsICIuam9pbihmIntrfSA9ID8iIGZvciBrIGluIHVwZGF0ZXMpCiAgICB2YWx1ZXMgPSBsaXN0KHVwZGF0ZXMudmFsdWVzKCkpICsgW2NhcmRJZF0KICAgIGNvbm4uZXhlY3V0ZShmIlVQREFURSBjb2xsZWN0aW9uX2VudHJpZXMgU0VUIHtzZXRfY2xhdXNlfSBXSEVSRSBpZCA9ID8iLCB2YWx1ZXMpCiAgICBjb25uLmNvbW1pdCgpCgogICAgdXBkYXRlZF9yb3cgPSBjb25uLmV4ZWN1dGUoIlNFTEVDVCAqIEZST00gY29sbGVjdGlvbl9lbnRyaWVzIFdIRVJFIGlkID0gPyIsIChjYXJkSWQsKSkuZmV0Y2hvbmUoKQogICAgcmV0dXJuIF9hZGRfaW1hZ2VfdXJsKF9yb3dfdG9fZGljdCh1cGRhdGVkX3JvdykpCgoKIyDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZDilZAKIyBDb2xsZWN0aW9uIEltcG9ydCBIZWxwZXJzCiMg4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQ4pWQCgojIOKUgOKUgCBTY3J5ZmFsbCBSZXNwb25zZSBDYWNoZSDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIDilIAKIyBTUUxpdGUtYmFja2VkIGNhY2hlIGZvciBTY3J5ZmFsbCBBUEkgcmVzcG9uc2VzLgojIEtleWVkIGJ5IChuYW1lLCBzZXRfY29kZSwgY29sbGVjdG9yX251bWJlcikuIERlZmF1bHQgVFRMOiA3IGRheXMuCiMgU2NyeWZhbGwgZGF0YSBjaGFuZ2VzIGluZnJlcXVlbnRseSAoc2V0IHJlbGVhc2VzIH5ldmVyeSAzIG1vbnRocykuCiMgRWxpbWluYXRlcyByZWR1bmRhbnQgSFRUUCBjYWxscyBhY3Jvc3MgaW1wb3J0cyBhbmQgcmUtZW5yaWNobWVudHMuCgpTQ1JZRkFMTF9DQUNIRV9EQl9QQVRIID0gUGF0aChfX2ZpbGVfXykucGFyZW50IC8gInNjcnlmYWxsX2NhY2hlLmRiIgpTQ1JZRkFMTF9DQUNIRV9UVExfU0VDT05EUyA9IGludChvcy5lbnZpcm9uLmdldCgiU0N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gTm9uZSkKCiAgICBicmFpbiA9IF9nZXRfZGVlcHNlZWtfYnJhaW4oKQogICAgaWYgYnJhaW4gaXMgTm9uZToKICAgICAgICByZXR1cm4gSlNPTlJlc3BvbnNlKHsnZXJyb3InOiAnRGVlcFNlZWsgYnJhaW4gZmFpbGVkIHRvIGluaXRpYWxpemUnfSwgc3RhdHVzX2NvZGU9NTAwKQoKICAgICMgQWxsb3cgcnVudGltZSByZWNvbmZpZ3VyYXRpb24KICAgIGlmIGFwaV9iYXNlOgogICAgICAgIGJyYWluLmNvbmZpZy5hcGlfYmFzZSA9IGFwaV9iYXNlCiAgICBpZiBtb2RlbDoKICAgICAgICBicmFpbi5jb25maWcubW9kZWwgPSBtb2RlbAoKICAgIGNvbm5lY3RlZCA9IGJyYWluLmNoZWNrX2Nvbm5lY3Rpb24oKQogICAgcmV0dXJuIEpTT05SZXNwb25zZSh7CiAgICAgICAgJ2Nvbm5lY3RlZCc6IGNvbm5lY3RlZCwKICAgICAgICAnYXBpQmFzZSc6IGJyYWluLmNvbmZpZy5hcGlfYmFzZSwKICAgICAgICAnbW9kZWwnOiBicmFpbi5jb25maWcubW9kZWwsCiAgICAgICAgJ3N0YXRzJzogYnJhaW4uZ2V0X3N0YXRzKCksCiAgICB9KQoKCkBhcHAuZ2V0KCcvYXBpL2RlZXBzZWVrL3N0YXR1cycpCmFzeW5jIGRlZiBkZWVwc2Vla19zdGF0dXMoKToKICAgICIiIkdldCBEZWVwU2VlayBicmFpbiBzdGF0dXMgYW5kIHBlcmZvcm1hbmNlIHN0YXRzLiIiIgogICAgYnJhaW4gPSBfZ2V0X2RlZXBzZWVrX2JyYWluKCkKICAgIGlmIGJyYWluIGlzIE5vbmU6CiAgICAgICAgcmV0dXJuIEpTT05SZXNwb25zZSh7J2Nvbm5lY3RlZCc6IEZhbHNlLCAnZXJyb3InOiAnQnJhaW4gbm90IGluaXRpYWxpemVkJ30pCiAgICByZXR1cm4gSlNPTlJlc3BvbnNlKGJyYWluLmdldF9zdGF0cygpKQoKCkBhcHAucG9zdCgnL2FwaS9kZWVwc2Vlay9jb25maWd1cmUnKQphc3luYyBkZWYgZGVlcHNlZWtfY29uZmlndXJlKHJlcXVlc3Q6IEZhc3RBUElSZXF1ZXN0KToKICAgICIiIlVwZGF0ZSBEZWVwU2VlayBjb25maWd1cmF0aW9uIGF0IHJ1bnRpbWUuIiIiCiAgICBib2R5ID0gYXdhaXQgcmVxdWVzdC5qc29uKCkKICAgIGJyYWluID0gX2dldF9kZWVwc2Vla19icmFpbigpCiAgICBpZiBicmFpbiBpcyBOb25lOgogICAgICAgIHJldHVybiBKU09OUmVzcG9uc2UoeydlcnJvcic6ICdCcmFpbiBub3QgaW5pdGlhbGl6ZWQnfSwgc3RhdHVzX2NvZGU9NTAwKQoKICAgIGlmICdhcGlCYXNlJyBpbiBib2R5OgogICAgICAgIGJyYWluLmNvbmZpZy5hcGlfYmFzZSA9IGJvZHlbJ2FwaUJhc2UnXQogICAgaWYgJ21vZGVsJyBpbiBib2R5OgogICAgICAgIGJyYWluLmNvbmZpZy5tb2RlbCA9IGJvZHlbJ21vZGVsJ10KICAgIGlmICd0ZW1wZXJhdHVyZScgaW4gYm9keToKICAgICAgICBicmFpbi5jb25maWcudGVtcGVyYXR1cmUgPSBmbG9hdChib2R5Wyd0ZW1wZXJhdHVyZSddKQogICAgaWYgJ21heFRva2VucycgaW4gYm9keToKICAgICAgICBicmFpbi5jb25maWcubWF4X3Rva2VucyA9IGludChib2R5WydtYXhUb2tlbnMnXSkKICAgIGlmICd0aW1lb3V0JyBpbiBib2R5OgogICAgICAgIGJyYWluLmNvbmZpZy5yZXF1ZXN0X3RpbWVvdXQgPSBmbG9hdChib2R5Wyd0aW1lb3V0J10pCiAgICBpZiAnY2FjaGVFbmFibGVkJyBpbiBib2R5OgogICAgICAgIGJyYWluLmNvbmZpZy5jYWNoZV9lbmFibGVkID0gYm9vbChib2R5WydjYWNoZUVuYWJsZWQnXSkKICAgIGlmICdsb2dEZWNpc2lvbnMnIGluIGJvZHk6CiAgICAgICAgYnJhaW4uY29uZmlnLmxvZ19kZWNpc2lvbnMgPSBib29sKGJvZHlbJ2xvZ0RlY2lzaW9ucyddKQogICAgaWYgJ2ZhbGxiYWNrT25UaW1lb3V0JyBpbiBib2R5OgogICAgICAgIGJyYWluLmNvbmZpZy5mYWxsYmFja19vbl90aW1lb3V0ID0gYm9vbChib2R5WydmYWxsYmFja09uVGltZW91dCddKQoKICAgICMgUmUtdGVzdCBjb25uZWN0aW9uIHdpdGggbmV3IHNldHRpbmdzCiAgICBjb25uZWN0ZWQgPSBicmFpbi5jaGVja19jb25uZWN0aW9uKCkKCiAgICByZXR1cm4gSlNPTlJlc3BvbnNlKHsKICAgICAgICAnY29ubmVjdGVkJzogY29ubmVjdGVkLAogICAgICAgICdjb25maWcnOiB7CiAgICAgICAgICAgICdhcGlCYXNlJzogYnJhaW4uY29uZmlnLmFwaV9iYXNlLAogICAgICAgICAgICAnbW9kZWwnOiBicmFpbi5jb25maWcubW9kZWwsCiAgICAgICAgICAgICd0ZW1wZXJhdHVyZSc6IGJyYWluLmNvbmZpZy50ZW1wZXJhdHVyZSwKICAgICAgICAgICAgJ21heFRva2Vucyc6IGJyYWluLmNvbmZpZy5tYXhfdG9rZW5zLAogICAgICAgICAgICAndGltZW91dCc6IGJyYWluLmNvbmZpZy5yZXF1ZXN0X3RpbWVvdXQsCiAgICAgICAgICAgICdjYWNoZUVuYWJsZWQnOiBicmFpbi5jb25maWcuY2FjaGVfZW5hYmxlZCwKICAgICAgICAgICAgJ2xvZ0RlY2lzaW9ucyc6IGJyYWluLmNvbmZpZy5sb2dfZGVjaXNpb25zLAogICAgICAgICAgICAnZmFsbGJhY2tPblRpbWVvdXQnOiBicmFpbi5jb25maWcuZmFsbGJhY2tfb25fdGltZW91dCwKICAgICAgICB9LAogICAgfSkKCgpAYXBwLmdldCgnL2FwaS9kZWVwc2Vlay9sb2dzJykKYXN5bmMgZGVmIGRlZXBzZWVrX2xvZ3MoKToKICAgICIiIkdldCBkZWNpc2lvbiBsb2cgc3RhdHMgYW5kIGZsdXNoIHBlbmRpbmcgZW50cmllcy4iIiIKICAgIGJyYWluID0gX2dldF9kZWVwc2Vla19icmFpbigpCiAgICBpZiBicmFpbiBpcyBOb25lOgogICAgICAgIHJldHVybiBKU09OUmVzcG9uc2UoeydlcnJvcic6ICdCcmFpbiBub3QgaW5pdGlhbGl6ZWQnfSwgc3RhdHVzX2NvZGU9NTAwKQoKICAgIHBlbmRpbmcgPSBsZW4oYnJhaW4uX2RlY2lzaW9uX2xvZykKICAgIGZsdXNoZWRfcGF0aCA9IE5vbmUKICAgIGlmIHBlbmRpbmcgPiAwOgogICAgICAgIHRyeToKICAgICAgICAgICAgZmx1c2hlZF9wYXRoID0gYnJhaW4uZmx1c2hfbG9nKCkKICAgICAgICBleGNlcHQgRXhjZXB0aW9uIGFzIGU6CiAgICAgICAgICAgIHJldHVybiBKU09OUmVzcG9uc2UoeydlcnJvcic6IGYnRmFpbGVkIHRvIGZsdXNoOiB7ZX0nfSwgc3RhdHVzX2NvZGU9NTAwKQoKICAgICMgTGlzdCBleGlzdGluZyBsb2cgZmlsZXMKICAgIGltcG9ydCBnbG9iIGFzIF9nbG9iCiAgICBsb2dfZGlyID0gYnJhaW4uY29uZmlnLmxvZ19kaXIKICAgIGxvZ19maWxlcyA9IFtdCiAgICBpZiBsb2dfZGlyIGFuZCBvcy5wYXRoLmlzZGlyKGxvZ19kaXIpOgogICAgICAgIGZvciBmIGluIHNvcnRlZChfZ2xvYi5nbG9iKG9zLnBhdGguam9pbihsb2dfZGlyLCAnZGVjaXNpb25zXyouanNvbmwnKSkpOgogICAgICAgICAgICBzdGF0ID0gb3Muc3RhdChmKQogICAgICAgICAgICBsb2dfZmlsZXMuYXBwZW5kKHsKICAgICAgICAgICAgICAgICdmaWxlbmFtZSc6IG9zLnBhdGguYmFzZW5hbWUoZiksCiAgICAgICAgICAgICAgICAnc2l6ZV9ieXRlcyc6IHN0YXQuc3Rfc2l6ZSwKICAgICAgICAgICAgICAgICdtb2RpZmllZCc6IHN0YXQuc3RfbXRpbWUsCiAgICAgICAgICAgIH0pCgogICAgcmV0dXJuIEpTT05SZXNwb25zZSh7CiAgICAgICAgJ2ZsdXNoZWQnOiBwZW5kaW5nLAogICAgICAgICdmbHVzaGVkUGF0aCc6IGZsdXNoZWRfcGF0aCwKICAgICAgICAnbG9nRmlsZXMnOiBsb2dfZmlsZXNbLTIwOl0sICAjIGxhc3QgMjAKICAgIH0pCgoKZGVmIF9ydW5fc2ltX3RocmVhZF9kZWVwc2VlayhzaW1faWQ6IHN0ciwgY2FyZF9kYXRhOiBsaXN0W2RpY3RdLCBudW1fZ2FtZXM6IGludCwgZGVja19uYW1lOiBzdHIsIHJlY29yZF9sb2dzOiBib29sKToKICAgICIiIkJhY2tncm91bmQgdGhyZWFkIGZvciBzaW11bGF0aW9ucyB1c2luZyBEZWVwU2VlayBBSSBvcHBvbmV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7Q0ZHLnBvcnR9L2luZGV4Lmh0bWwgIChsZWdhY3kgSFRNTCkiKQogICAgICAgIGxvZy5pbmZvKGYiICBOT1RFOiBSZWFjdCBTUEEgbm90IGJ1aWx0LiBSdW46IGNkIGZyb250ZW5kL2NvbW1hbmRlci1haS1sYWItdWkgJiYgbnBtIGluc3RhbGwgJiYgbnBtIHJ1biBidWlsZCIpCiAgICBsb2cuaW5mbyhmIiAgQVBJIGRvY3M6ICAgICBodHRwOi8vbG9jYWxob3N0OntDRkcucG9ydH0vZG9jcyIpCiAgICBsb2cuaW5mbygiIikKCiAgICBpbXBvcnQgdXZpY29ybgogICAgdXZpY29ybi5ydW4oYXBwLCBob3N0PSIwLjAuMC4wIiwgcG9ydD1DRkcucG9ydCwgbG9nX2xldmVsPSJpbmZvIikKCgppZiBfX25hbWVfXyA9PSAiX19tYWluX18iOgogICAgbWFpbigpCg==
\ No newline at end of file
+#!/usr/bin/env python3
+"""
+Commander AI Lab — FastAPI Backend v3
+═════════════════════════════════════
+
+v3 adds:
+  POST /api/lab/import/url       — Import deck from Archidekt/EDHREC URL
+  POST /api/lab/import/text      — Import deck from card list text
+  GET  /api/lab/meta/commanders  — List available commanders in meta mapping
+  GET  /api/lab/meta/search      — Search commanders by name
+  POST /api/lab/meta/fetch       — Fetch EDHREC average deck for a commander
+  POST /api/lab/start            — Extended: accepts imported deck profiles
+
+Runs on port 8080 by default. Serves the web UI static files at /.
+"""
+
+import argparse
+import asyncio
+import csv
+import io
+import json
+import logging
+import logging.handlers
+import os
+import re
+import sqlite3
+import subprocess
+import sys
+import threading
+import time
+import uuid
+from datetime import datetime
+from pathlib import Path
+from typing import Optional
+from urllib.request import urlopen, Request
+from urllib.error import URLError
+
+try:
+    from fastapi import FastAPI, HTTPException, BackgroundTasks, Request as FastAPIRequest
+    from fastapi.middleware.cors import CORSMiddleware
+    from fastapi.responses import FileResponse, JSONResponse, StreamingResponse
+    from fastapi.staticfiles import StaticFiles
+    from pydantic import BaseModel
+except ImportError:
+    print("ERROR: FastAPI not installed. Run: pip install fastapi uvicorn")
+    sys.exit(1)
+
+
+# ══════════════════════════════════════════════════════════════
+# Configuration
+# ══════════════════════════════════════════════════════════════
+
+class Config:
+    """Runtime configuration — set via CLI args or env vars."""
+    forge_jar: str = ""
+    forge_dir: str = ""
+    forge_decks_dir: str = ""
+    lab_jar: str = ""
+    results_dir: str = "results"
+    port: int = 8080
+    ximilar_api_key: str = ""
+    pplx_api_key: str = ""  # Perplexity API key for deck research/generation
+
+CFG = Config()
+
+
+# ══════════════════════════════════════════════════════════════
+# Logging Setup
+# ══════════════════════════════════════════════════════════════
+
+_LOG_FORMAT = "%(asctime)s %(levelname)-5s [%(name)s] %(message)s"
+_LOG_DATE_FMT = "%Y-%m-%d %H:%M:%S"
+_LOG_DIR = Path(os.environ.get("CAL_LOG_DIR", "logs"))
+_LOG_MAX_BYTES = int(os.environ.get("CAL_LOG_MAX_MB", "25")) * 1024 * 1024
+_LOG_BACKUP_COUNT = int(os.environ.get("CAL_LOG_BACKUP_COUNT", "5"))
+
+
+def setup_logging(level: int = logging.INFO) -> None:
+    """Configure the root 'commander_ai_lab' logger with console + rotating file."""
+    _LOG_DIR.mkdir(parents=True, exist_ok=True)
+
+    root_logger = logging.getLogger("commander_ai_lab")
+    root_logger.setLevel(level)
+
+    # Avoid duplicate handlers if called again
+    if root_logger.handlers:
+        return
+
+    formatter = logging.Formatter(_LOG_FORMAT, datefmt=_LOG_DATE_FMT)
+
+    # Console handler — matches previous print() behaviour
+    console = logging.StreamHandler(sys.stdout)
+    console.setLevel(level)
+    console.setFormatter(formatter)
+    root_logger.addHandler(console)
+
+    # Rotating file handler — 25 MB × 5 backups = 125 MB max
+    file_handler = logging.handlers.RotatingFileHandler(
+        _LOG_DIR / "commander-ai-lab.log",
+        maxBytes=_LOG_MAX_BYTES,
+        backupCount=_LOG_BACKUP_COUNT,
+        encoding="utf-8",
+    )
+    file_handler.setLevel(level)
+    file_handler.setFormatter(formatter)
+    root_logger.addHandler(file_handler)
+
+
+# Named loggers — import these where needed
+log = logging.getLogger("commander_ai_lab.api")          # API endpoints, server lifecycle
+log_batch = logging.getLogger("commander_ai_lab.batch")   # Batch sim (Java + DeepSeek)
+log_sim = logging.getLogger("commander_ai_lab.sim")       # DeepSeek game simulation
+log_coach = logging.getLogger("commander_ai_lab.coach")   # Coach + report generation
+log_deckgen = logging.getLogger("commander_ai_lab.deckgen")  # Deck generation (all versions)
+log_collect = logging.getLogger("commander_ai_lab.collection")  # Collection management
+log_scan = logging.getLogger("commander_ai_lab.scanner")  # Card scanner
+log_ml = logging.getLogger("commander_ai_lab.ml")         # ML training + inference
+log_cache = logging.getLogger("commander_ai_lab.cache")   # Scryfall cache
+log_pplx = logging.getLogger("commander_ai_lab.pplx")     # Perplexity API
+
+
+# ══════════════════════════════════════════════════════════════
+# App Setup
+# ══════════════════════════════════════════════════════════════
+
+app = FastAPI(title="Commander AI Lab API", version="3.0.0")
+
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=["*"],
+    allow_methods=["*"],
+    allow_headers=["*"],
+)
+
+from routes import _autoload as _routes_autoload
+_routes_autoload.register_startup(app)
+
+
+# ══════════════════════════════════════════════════════════════
+# In-Memory State
+# ══════════════════════════════════════════════════════════════
+
+class BatchState:
+    """Tracks a running or completed batch."""
+    def __init__(self, batch_id: str, total_games: int, threads: int):
+        self.batch_id = batch_id
+        self.total_games = total_games
+        self.threads = threads
+        self.completed_games = 0
+        self.running = True
+        self.start_time = datetime.now()
+        self.elapsed_ms = 0
+        self.result_path: Optional[str] = None
+        self.error: Optional[str] = None
+        self.process: Optional[subprocess.Popen] = None
+        self.log_lines: list = []
+        # v24 (Issue #5): Real-time throughput tracking
+        self.sims_per_sec: float = 0.0
+
+active_batches: dict[str, BatchState] = {}
+
+# Commander meta mapping (loaded at startup)
+COMMANDER_META: dict = {}
+
+# ══════════════════════════════════════════════════════════════
+# Request / Response Models
+# ══════════════════════════════════════════════════════════════
+
+class StartRequest(BaseModel):
+    decks: list[str]           # Exactly 3 deck names
+    numGames: int = 100
+    threads: int = 4
+    seed: Optional[int] = None
+    clock: int = 120
+    # v3: Optional source metadata per deck
+    deckSources: Optional[list[Optional[dict]]] = None  # [{source, sourceUrl, commander, archetype}]
+    # v8: Learned policy support
+    useLearnedPolicy: bool = False
+    policyStyle: str = "midrange"
+    policyGreedy: bool = False
+    # v24 (Issues #4/#5): Performance settings
+    aiSimplified: bool = False         # Use faster AI profile
+    aiThinkTimeMs: int = -1            # Cap AI think time (-1 unlimited)
+    maxQueueDepth: int = -1            # Backpressure limit (-1 unlimited)
+
+class StartResponse(BaseModel):
+    batchId: str
+    status: str = "started"
+    message: str = ""
+
+class StatusResponse(BaseModel):
+    batchId: str = ""
+    running: bool = False
+    completed: int = 0
+    total: int = 0
+    threads: int = 0
+    elapsedMs: int = 0
+    error: Optional[str] = None
+    simsPerSec: float = 0.0
+    # React SPA aliases (same data, expected field names)
+    run_id: str = ""
+    games_completed: int = 0
+    total_games: int = 0
+    current_decks: list = []
+
+class DeckInfo(BaseModel):
+    name: str
+    filename: str
+
+class ImportUrlRequest(BaseModel):
+    url: str
+
+class ImportTextRequest(BaseModel):
+    text: str
+    commander: Optional[str] = None
+
+class MetaFetchRequest(BaseModel):
+    commander: str
+
+
+# ── Deck Builder Models ────────────────────────────────────────
+
+class CreateDeckRequest(BaseModel):
+    name: str
+    commander_scryfall_id: Optional[str] = ""
+    commander_name: Optional[str] = ""
+    color_identity: Optional[list] = []
+    strategy_tag: Optional[str] = ""
+
+
+class UpdateDeckRequest(BaseModel):
+    name: Optional[str] = None
+    commander_scryfall_id: Optional[str] = None
+    commander_name: Optional[str] = None
+    color_identity: Optional[list] = None
+    strategy_tag: Optional[str] = None
+
+
+class AddDeckCardRequest(BaseModel):
+    scryfall_id: str
+    card_name: Optional[str] = ""
+    quantity: Optional[int] = 1
+    is_commander: Optional[int] = 0
+    role_tag: Optional[str] = ""
+
+
+class PatchDeckCardRequest(BaseModel):
+    quantity: Optional[int] = None
+    role_tag: Optional[str] = None
+
+
+class BulkAddRequest(BaseModel):
+    cards: list[dict]  # [{scryfall_id, quantity}]
+    respect_ratios: Optional[bool] = False
+
+
+class BulkAddRecommendedRequest(BaseModel):
+    source: str = "collection"  # "collection" | "edhrec"
+    only_owned: Optional[bool] = True
+    respect_ratios: Optional[bool] = False
+    types: Optional[list[str]] = None
+    roles: Optional[list[str]] = None
+
+
+# ── Auto Deck Generator Models ─────────────────────────────────────
+
+class DeckGenerationSourceConfig(BaseModel):
+    use_archidekt: bool = True
+    use_edhrec: bool = True
+    use_moxfield: bool = False
+    use_mtggoldfish: bool = False
+    archidekt_url: Optional[str] = ""
+    moxfield_url: Optional[str] = ""
+    mtggoldfish_url: Optional[str] = ""
+
+
+class DeckGenerationRequest(BaseModel):
+    commander_name: Optional[str] = ""
+    commander_scryfall_id: Optional[str] = ""
+    color_identity: Optional[list[str]] = None
+    sources: Optional[DeckGenerationSourceConfig] = None
+    target_land_count: int = 37
+    target_instant_count: int = 10
+    target_sorcery_count: int = 8
+    target_artifact_count: int = 10
+    target_enchantment_count: int = 8
+    target_creature_count: int = 25
+    target_planeswalker_count: int = 2
+    only_cards_in_collection: bool = False
+    allow_proxies: bool = True
+    deck_name: Optional[str] = ""
+
+
+class GeneratedDeckCard(BaseModel):
+    scryfall_id: str = ""
+    name: str = ""
+    type_line: str = ""
+    mana_cost: str = ""
+    cmc: float = 0
+    card_type: str = ""        # Land / Creature / Instant / etc.
+    roles: list[str] = []
+    source: str = "collection"  # collection / edhrec / archidekt / template
+    quantity: int = 1
+    image_url: str = ""
+    owned_qty: int = 0
+    is_proxy: bool = False
+
+
+# ── V3 Deck Generation (Perplexity Structured Output) ────────
+class DeckGenV3Request(BaseModel):
+    commander_name: str = ""
+    strategy: str = ""                          # e.g. "zombie tokens", "voltron"
+    target_bracket: int = 3                     # 1-4 per Commander Rules Committee
+    budget_usd: Optional[float] = None          # None = no budget
+    budget_mode: str = "total"                  # "total" or "per_card"
+    omit_cards: list[str] = []                  # Cards to exclude
+    use_collection: bool = True                 # Cross-ref with collection DB
+    run_substitution: bool = True               # Enable Smart Substitution Engine
+    model: Optional[str] = None                 # Override: sonar, sonar-pro
+    deck_name: Optional[str] = ""               # Custom deck name for commit
+
+
+class DeckGenV3SubstituteRequest(BaseModel):
+    """Request to manually pick a substitute for a card."""
+    card_name: str
+    substitute_name: str
+
+
+# ══════════════════════════════════════════════════════════════
+# v3: Deck Import & Meta Endpoints
+# ══════════════════════════════════════════════════════════════
+
+@app.post("/api/lab/import/url")
+async def import_from_url(req: ImportUrlRequest):
+    """Import a deck from Archidekt or EDHREC URL. Returns parsed DeckProfile + saves .dck file."""
+    url = req.url.strip()
+    try:
+        profile = _import_from_url(url)
+        dck_path = _save_profile_to_dck(profile)
+        return {
+            "success": True,
+            "deckName": profile["name"],
+            "commander": profile["commander"],
+            "source": profile["source"],
+            "sourceUrl": profile["sourceUrl"],
+            "totalCards": profile["totalCards"],
+            "dckFile": dck_path.stem,
+            "colorIdentity": profile.get("colorIdentity", []),
+            "archetype": profile.get("archetype"),
+        }
+    except Exception as e:
+        raise HTTPException(400, str(e))
+
+
+@app.post("/api/lab/import/text")
+async def import_from_text(req: ImportTextRequest):
+    """Import a deck from plain text card list."""
+    try:
+        profile = _parse_text_decklist(req.text, req.commander)
+        dck_path = _save_profile_to_dck(profile)
+        return {
+            "success": True,
+            "deckName": profile["name"],
+            "commander": profile["commander"],
+            "source": "Text Import",
+            "totalCards": profile["totalCards"],
+            "dckFile": dck_path.stem,
+        }
+    except Exception as e:
+        raise HTTPException(400, str(e))
+
+
+@app.get("/api/lab/meta/commanders")
+async def list_meta_commanders():
+    """List available commanders in the meta mapping."""
+    commanders = []
+    for name, entries in COMMANDER_META.items():
+        entry = entries[0] if entries else {}
+        commanders.append({
+            "name": name,
+            "archetype": entry.get("archetype", ""),
+            "colorIdentity": entry.get("colorIdentity", []),
+            "source": entry.get("source", "edhrec"),
+        })
+    return {"commanders": commanders}
+
+
+@app.get("/api/lab/meta/search")
+async def search_meta_commanders(q: str = ""):
+    """Search commanders by partial name match."""
+    query = q.lower()
+    matches = []
+    for name, entries in COMMANDER_META.items():
+        if query in name.lower():
+            entry = entries[0] if entries else {}
+            matches.append({
+                "name": name,
+                "archetype": entry.get("archetype", ""),
+                "colorIdentity": entry.get("colorIdentity", []),
+            })
+    return {"results": matches}
+
+
+@app.post("/api/lab/meta/fetch")
+async def fetch_meta_deck(req: MetaFetchRequest):
+    """Fetch EDHREC average deck for a commander and save as .dck file."""
+    try:
+        profile = _fetch_edhrec_average(req.commander)
+        dck_path = _save_profile_to_dck(profile)
+        return {
+            "success": True,
+            "deckName": profile["name"],
+            "commander": profile["commander"],
+            "source": "EDHREC Average",
+            "sourceUrl": profile.get("sourceUrl", ""),
+            "totalCards": profile["totalCards"],
+            "dckFile": dck_path.stem,
+            "colorIdentity": profile.get("colorIdentity", []),
+            "sampleSize": profile.get("sampleSize"),
+        }
+    except Exception as e:
+        raise HTTPException(400, f"Failed to fetch meta deck for '{req.commander}': {str(e)}")
+
+
+# ══════════════════════════════════════════════════════════════
+# Existing Endpoints (v1/v2)
+# ══════════════════════════════════════════════════════════════
+
+@app.post("/api/lab/start", response_model=StartResponse)
+async def start_batch(req: StartRequest, background_tasks: BackgroundTasks):
+    """Start a new batch simulation run."""
+    if len(req.decks) < 2 or len(req.decks) > 4:
+        raise HTTPException(400, "2-4 decks required")
+    if not all(req.decks):
+        raise HTTPException(400, f"All {len(req.decks)} deck slots must be filled")
+    if req.numGames < 1 or req.numGames > 10000:
+        raise HTTPException(400, "numGames must be 1-10000")
+    if req.threads < 1 or req.threads > 16:
+        raise HTTPException(400, "threads must be 1-16")
+
+    if not os.path.exists(CFG.forge_jar):
+        raise HTTPException(500, f"Forge JAR not found: {CFG.forge_jar}")
+    if not os.path.isdir(CFG.forge_dir):
+        raise HTTPException(500, f"Forge dir not found: {CFG.forge_dir}")
+
+    batch_id = str(uuid.uuid4())[:12]
+    state = BatchState(batch_id, req.numGames, req.threads)
+    active_batches[batch_id] = state
+
+    os.makedirs(CFG.results_dir, exist_ok=True)
+    output_path = os.path.join(CFG.results_dir, f"batch-{batch_id}.json")
+    state.result_path = output_path
+
+    background_tasks.add_task(
+        run_batch_subprocess,
+        state,
+        req.decks,
+        req.numGames,
+        req.threads,
+        req.seed,
+        req.clock,
+        output_path,
+        req.useLearnedPolicy,
+        req.policyStyle,
+        req.policyGreedy,
+        req.aiSimplified,
+        req.aiThinkTimeMs,
+        req.maxQueueDepth,
+    )
+
+    policy_msg = ""
+    if req.useLearnedPolicy:
+        policy_msg = f" [Learned Policy: {req.policyStyle}]"
+    return StartResponse(
+        batchId=batch_id,
+        status="started",
+        message=f"Running {req.numGames} games with {req.threads} threads{policy_msg}",
+    )
+
+
+@app.get("/api/lab/status", response_model=StatusResponse)
+async def get_status(batchId: Optional[str] = None):
+    # If no batchId given, find the most recent active (or last) batch
+    state = None
+    if batchId:
+        state = active_batches.get(batchId)
+    else:
+        # Return the most recently active batch, or any batch
+        for s in active_batches.values():
+            if s.running:
+                state = s
+                break
+        if state is None and active_batches:
+            state = list(active_batches.values())[-1]
+    if not state:
+        return StatusResponse(
+            batchId="", running=False, completed=0, total=0,
+            threads=0, elapsedMs=0, error=None, simsPerSec=0.0,
+            run_id="", games_completed=0, total_games=0, current_decks=[],
+        )
+    elapsed = int((datetime.now() - state.start_time).total_seconds() * 1000)
+    deck_names = getattr(state, 'deck_names', []) if hasattr(state, 'deck_names') else []
+    return StatusResponse(
+        batchId=state.batch_id,
+        running=state.running,
+        completed=state.completed_games,
+        total=state.total_games,
+        threads=state.threads,
+        elapsedMs=elapsed if state.running else state.elapsed_ms,
+        error=state.error,
+        simsPerSec=state.sims_per_sec,
+        # React SPA fields
+        run_id=state.batch_id,
+        games_completed=state.completed_games,
+        total_games=state.total_games,
+        current_decks=deck_names,
+    )
+
+
+@app.get("/api/lab/result")
+async def get_result(batchId: Optional[str] = None):
+    state = None
+    if batchId:
+        state = active_batches.get(batchId)
+    else:
+        # Find most recent completed batch
+        for s in reversed(list(active_batches.values())):
+            if not s.running and s.result_path:
+                state = s
+                break
+    if not state:
+        raise HTTPException(404, "No batch result available")
+    if state.running:
+        raise HTTPException(409, "Batch still running")
+    if state.error:
+        raise HTTPException(500, state.error)
+    if not state.result_path or not os.path.exists(state.result_path):
+        raise HTTPException(500, "Result file not found")
+    with open(state.result_path, "r", encoding="utf-8") as f:
+        data = json.load(f)
+    return JSONResponse(content=data)
+
+
+@app.get("/api/lab/decks")
+async def list_decks():
+    decks = []
+    seen_names = set()
+
+    # 1. Forge .dck files from decks directory
+    decks_dir = CFG.forge_decks_dir
+    if decks_dir and os.path.isdir(decks_dir):
+        for f in sorted(Path(decks_dir).glob("*.dck")):
+            deck_name = f.stem
+            decks.append({"name": deck_name, "filename": f.name, "source": "forge"})
+            seen_names.add(deck_name.lower())
+
+    # 2. Decks from the Deck Builder database
+    try:
+        conn = _get_db_conn()
+        rows = conn.execute(
+            "SELECT id, name, commander_name FROM decks ORDER BY id DESC"
+        ).fetchall()
+        for row in rows:
+            db_name = row["name"]
+            if db_name.lower() not in seen_names:
+                decks.append({
+                    "name": db_name,
+                    "filename": "",
+                    "source": "deckbuilder",
+                    "deck_id": row["id"],
+                    "commander": row["commander_name"] or "",
+                })
+                seen_names.add(db_name.lower())
+    except Exception as e:
+        log.warning(f"  WARNING: Failed to load DB decks for /api/lab/decks: {e}")
+
+    return {"decks": decks}
+
+
+@app.get("/api/lab/history")
+async def list_history():
+    results_dir = Path(CFG.results_dir)
+    if not results_dir.exists():
+        return {"results": []}
+    results = []
+    for f in sorted(results_dir.glob("batch-*.json"), reverse=True):
+        try:
+            with open(f, "r", encoding="utf-8") as fh:
+                data = json.load(fh)
+            meta = data.get("metadata", {})
+            decks = data.get("decks", [])
+            results.append({
+                "filename": f.name,
+                "batchId": meta.get("batchId", ""),
+                "timestamp": meta.get("timestamp", ""),
+                "totalGames": meta.get("completedGames", 0),
+                "threads": meta.get("threads", 1),
+                "elapsedMs": meta.get("elapsedMs", 0),
+                "decks": [{"name": d.get("deckName", ""), "source": d.get("source", "")} for d in decks],
+            })
+        except Exception:
+            continue
+    return {"results": results[:50]}
+
+
+# ════════════════════════════════════════════════════════════
+# AI Profiles
+# ════════════════════════════════════════════════════════════
+
+AI_PROFILES = {
+    "default": {
+        "name": "default",
+        "description": "Balanced \u2014 Forge's default AI behavior",
+        "aggression": 0.5, "cardAdvantage": 0.5, "removalPriority": 0.5,
+        "boardPresence": 0.5, "comboPriority": 0.3, "patience": 0.5,
+    },
+    "aggro": {
+        "name": "aggro",
+        "description": "Aggressive \u2014 attacks early, prioritizes damage",
+        "aggression": 0.9, "cardAdvantage": 0.3, "removalPriority": 0.3,
+        "boardPresence": 0.8, "comboPriority": 0.1, "patience": 0.1,
+    },
+    "control": {
+        "name": "control",
+        "description": "Control \u2014 defensive, removal-heavy, card advantage",
+        "aggression": 0.2, "cardAdvantage": 0.9, "removalPriority": 0.9,
+        "boardPresence": 0.3, "comboPriority": 0.4, "patience": 0.9,
+    },
+    "combo": {
+        "name": "combo",
+        "description": "Combo \u2014 ramps, digs for pieces, assembles combos",
+        "aggression": 0.2, "cardAdvantage": 0.8, "removalPriority": 0.4,
+        "boardPresence": 0.3, "comboPriority": 0.95, "patience": 0.7,
+    },
+    "midrange": {
+        "name": "midrange",
+        "description": "Midrange \u2014 flexible, strong board presence, value-oriented",
+        "aggression": 0.5, "cardAdvantage": 0.6, "removalPriority": 0.6,
+        "boardPresence": 0.7, "comboPriority": 0.3, "patience": 0.5,
+    },
+}
+
+@app.get("/api/lab/profiles")
+async def list_profiles():
+    return {"profiles": list(AI_PROFILES.values())}
+
+@app.get("/api/lab/profiles/{name}")
+async def get_profile(name: str):
+    profile = AI_PROFILES.get(name.lower())
+    if not profile:
+        raise HTTPException(404, f"Profile '{name}' not found. Available: {list(AI_PROFILES.keys())}")
+    return profile
+
+
+@app.get("/api/lab/analytics/{deck_name}")
+async def analyze_deck(deck_name: str):
+    decks_dir = CFG.forge_decks_dir
+    if not decks_dir or not os.path.isdir(decks_dir):
+        raise HTTPException(500, f"Decks directory not found: {decks_dir}")
+    deck_path = os.path.join(decks_dir, deck_name + ".dck")
+    if not os.path.exists(deck_path):
+        for f in os.listdir(decks_dir):
+            if f.lower() == deck_name.lower() + ".dck":
+                deck_path = os.path.join(decks_dir, f)
+                break
+        else:
+            raise HTTPException(404, f"Deck not found: {deck_name}")
+    try:
+        analysis = parse_dck_file(deck_path)
+        return analysis
+    except Exception as e:
+        raise HTTPException(500, f"Analysis failed: {str(e)}")
+
+
+def parse_dck_file(deck_path: str) -> dict:
+    cards = []
+    commander = None
+    section = "Main"
+    deck_name = Path(deck_path).stem
+    with open(deck_path, "r", encoding="utf-8") as f:
+        for line in f:
+            line = line.strip()
+            if not line or line.startswith("//"):
+                continue
+            if line.startswith("[") and line.endswith("]"):
+                section = line[1:-1]
+                continue
+            if line.startswith("Name="):
+                deck_name = line[5:].strip()
+                continue
+            m = re.match(r"^(\d+)\s+(.+?)(?:\|(.+))?$", line)
+            if m:
+                qty = int(m.group(1))
+                name = m.group(2).strip()
+                set_code = m.group(3).strip() if m.group(3) else ""
+                cards.append({
+                    "quantity": qty, "name": name, "set": set_code,
+                    "section": section,
+                    "is_commander": 1 if section == "Commander" else 0,
+                })
+                if section == "Commander":
+                    commander = name
+    total = sum(c["quantity"] for c in cards)
+    return {
+        "deckName": deck_name,
+        "commanderName": commander,
+        "totalCards": total,
+        "cardCount": len(cards),
+        "cards": cards[:200],
+    }
+
+
+@app.get("/api/lab/trends/{deck_name}")
+async def get_deck_trends(deck_name: str):
+    results_dir = Path(CFG.results_dir)
+    if not results_dir.exists():
+        return {"deckName": deck_name, "history": []}
+    history = []
+    for f in sorted(results_dir.glob("batch-*.json")):
+        try:
+            with open(f, "r", encoding="utf-8") as fh:
+                data = json.load(fh)
+            summary = data.get("summary", {})
+            meta = data.get("metadata", {})
+            per_deck = summary.get("perDeck", [])
+            for ds in per_deck:
+                if ds.get("deckName", "").lower() == deck_name.lower():
+                    history.append({
+                        "batchId": meta.get("batchId"),
+                        "timestamp": meta.get("timestamp"),
+                        "winRate": ds.get("winRate", 0),
+                        "wins": ds.get("wins", 0),
+                        "losses": ds.get("losses", 0),
+                        "draws": ds.get("draws", 0),
+                        "totalGames": meta.get("completedGames", 0),
+                    })
+                    break
+        except Exception:
+            continue
+    return {"deckName": deck_name, "history": history}
+
+
+@app.get("/api/lab/log")
+async def get_log(batchId: str):
+    state = active_batches.get(batchId)
+    if not state:
+        raise HTTPException(404, f"Batch {batchId} not found")
+    return {"lines": state.log_lines[-200:]}
+
+
+@app.get("/api/lab/debug-log")
+async def get_debug_log():
+    """Return the raw Forge subprocess debug log for diagnosing simulation issues."""
+    # Check multiple possible locations for the debug log
+    candidates = []
+    if CFG.forge_dir:
+        candidates.append(Path(CFG.forge_dir).parent / "forge-sim-debug.log")
+        candidates.append(Path(CFG.forge_dir) / "forge-sim-debug.log")
+    candidates.append(Path("forge-sim-debug.log"))
+
+    for log_path in candidates:
+        if log_path.exists():
+            text = log_path.read_text(encoding="utf-8", errors="replace")
+            # Return last 50KB to avoid huge responses
+            if len(text) > 50000:
+                text = "... (truncated) ...\n" + text[-50000:]
+            return {"path": str(log_path), "content": text}
+
+    return {"path": None, "content": "No debug log found. Run a simulation first."}
+
+
+# ══════════════════════════════════════════════════════════════
+# Precon Decks
+# ══════════════════════════════════════════════════════════════
+
+PRECON_DIR = Path(__file__).parent / "precon-decks"
+PRECON_INDEX: list[dict] = []
+
+
+def load_precon_index():
+    global PRECON_INDEX
+    idx_path = PRECON_DIR / "precon-index.json"
+    if idx_path.exists():
+        with open(idx_path, "r", encoding="utf-8") as f:
+            PRECON_INDEX = json.load(f)
+        log.info(f"  Precons:      {len(PRECON_INDEX)} precon decks loaded")
+    else:
+        PRECON_INDEX = []
+        log.info(f"  Precons:      index not found at {idx_path}")
+
+
+@app.get("/api/lab/precons")
+async def list_precons():
+    """List all available precon decks."""
+    return {"precons": PRECON_INDEX}
+
+
+@app.post("/api/lab/precons/install")
+async def install_precon(req: dict):
+    """Install a precon deck to the Forge decks directory.
+    Body: {"fileName": "Elven_Empire.dck"}
+    """
+    file_name = req.get("fileName", "")
+    if not file_name:
+        raise HTTPException(400, "fileName is required")
+
+    src = PRECON_DIR / file_name
+    if not src.exists():
+        raise HTTPException(404, f"Precon not found: {file_name}")
+
+    decks_dir = CFG.forge_decks_dir
+    if not decks_dir or not os.path.isdir(decks_dir):
+        raise HTTPException(500, f"Forge decks directory not found: {decks_dir}")
+
+    import shutil
+    dst = Path(decks_dir) / file_name
+    shutil.copy2(str(src), str(dst))
+
+    deck_name = file_name.replace(".dck", "")
+    return {
+        "installed": True,
+        "deckName": deck_name,
+        "destination": str(dst),
+        "message": f"Installed {deck_name} to Forge decks",
+    }
+
+
+@app.post("/api/lab/precons/install-batch")
+async def install_precons_batch(req: dict):
+    """Install multiple precon decks at once.
+    Body: {"fileNames": ["Elven_Empire.dck", "Necron_Dynasties.dck"]}
+    """
+    file_names = req.get("fileNames", [])
+    if not file_names:
+        raise HTTPException(400, "fileNames list is required")
+
+    decks_dir = CFG.forge_decks_dir
+    if not decks_dir or not os.path.isdir(decks_dir):
+        raise HTTPException(500, f"Forge decks directory not found: {decks_dir}")
+
+    import shutil
+    results = []
+    for file_name in file_names:
+        src = PRECON_DIR / file_name
+        if not src.exists():
+            results.append({"fileName": file_name, "installed": False, "error": "not found"})
+            continue
+        dst = Path(decks_dir) / file_name
+        shutil.copy2(str(src), str(dst))
+        deck_name = file_name.replace(".dck", "")
+        results.append({"fileName": file_name, "installed": True, "deckName": deck_name})
+
+    return {"results": results}
+
+
+# ── Precon Auto-Download from GitHub ─────────────────────────
+
+GITHUB_PRECON_URL = (
+    "https://raw.githubusercontent.com/taw/magic-preconstructed-decks-data/"
+    "master/decks_v2.json"
+)
+PRECON_CACHE_HOURS = 168  # re-download weekly
+
+
+def _color_identity_from_cards(deck_data: dict) -> list[str]:
+    """Extract approximate color identity from commander section."""
+    # The data doesn't include color info directly, so we track what we can
+    # from commander names — but we just leave it as a searchable field.
+    return []
+
+
+def _sanitize_filename(name: str) -> str:
+    """Turn a deck name into a safe filename."""
+    safe = re.sub(r'[<>:"/\\|?*]', '', name)
+    safe = safe.replace(' ', '_').replace("'", '').replace('!', '')
+    safe = re.sub(r'_+', '_', safe).strip('_')
+    return safe
+
+
+def _deck_to_dck(deck_data: dict) -> str:
+    """Convert a deck entry from decks_v2.json into .dck format."""
+    lines = []
+    lines.append("[metadata]")
+    lines.append(f"Name={deck_data['name']}")
+
+    # Commander section
+    commanders = deck_data.get('commander', [])
+    if commanders:
+        lines.append("[Commander]")
+        for card in commanders:
+            count = card.get('count', 1)
+            lines.append(f"{count} {card['name']}")
+
+    # Main deck
+    cards = deck_data.get('cards', [])
+    if cards:
+        lines.append("[Main]")
+        for card in cards:
+            count = card.get('count', 1)
+            lines.append(f"{count} {card['name']}")
+
+    # Sideboard (rare in Commander but include if present)
+    sideboard = deck_data.get('sideboard', [])
+    if sideboard:
+        lines.append("[Sideboard]")
+        for card in sideboard:
+            count = card.get('count', 1)
+            lines.append(f"{count} {card['name']}")
+
+    return "\n".join(lines) + "\n"
+
+
+def download_precon_database(force: bool = False) -> dict:
+    """
+    Download all Commander precon decks from GitHub, convert to .dck,
+    and rebuild precon-index.json.  Skips if index is fresh (< PRECON_CACHE_HOURS old)
+    unless force=True.
+
+    Returns {"downloaded": int, "skipped": bool, "error": str|None}
+    """
+    global PRECON_INDEX
+    idx_path = PRECON_DIR / "precon-index.json"
+
+    # ── Cache check ──────────────────────────────────────────
+    if not force and idx_path.exists():
+        try:
+            with open(idx_path, "r", encoding="utf-8") as f:
+                existing = json.load(f)
+            # If we have a substantial number of decks and file is recent, skip
+            if len(existing) > 50:
+                age_hours = (time.time() - idx_path.stat().st_mtime) / 3600
+                if age_hours < PRECON_CACHE_HOURS:
+                    log.info(f"  Precons:      {len(existing)} decks cached "
+                          f"({age_hours:.0f}h old, refresh after {PRECON_CACHE_HOURS}h)")
+                    PRECON_INDEX = existing
+                    return {"downloaded": 0, "skipped": True, "total": len(existing),
+                            "error": None}
+        except Exception:
+            pass  # Fall through to download
+
+    # ── Download ─────────────────────────────────────────────
+    log.info("  Precons:      Downloading full precon database from GitHub...")
+    try:
+        req = Request(GITHUB_PRECON_URL, headers={"User-Agent": "CommanderAILab/3.0"})
+        with urlopen(req, timeout=120) as resp:
+            raw = resp.read()
+        all_decks = json.loads(raw)
+    except Exception as e:
+        msg = f"Failed to download precon database: {e}"
+        log.error(f"  Precons:      ERROR — {msg}")
+        # Fall back to whatever we have locally
+        if idx_path.exists():
+            load_precon_index()
+        return {"downloaded": 0, "skipped": False, "error": msg}
+
+    # ── Filter to Commander precon decks ─────────────────────
+    commander_decks = [
+        d for d in all_decks
+        if d.get('type') == 'Commander Deck'
+        and (d.get('format') or '').lower() == 'commander'
+    ]
+    log.info(f"  Precons:      Found {len(commander_decks)} Commander precon decks")
+
+    # ── Ensure precon-decks dir exists ───────────────────────
+    PRECON_DIR.mkdir(parents=True, exist_ok=True)
+
+    # ── Detect duplicate names and append set code for uniqueness ─
+    from collections import Counter
+    name_counts = Counter(_sanitize_filename(d['name']) for d in commander_decks)
+    dup_names = {n for n, c in name_counts.items() if c > 1}
+
+    # ── Convert and write .dck files + build index ───────────
+    index = []
+    written = 0
+    for deck in sorted(commander_decks, key=lambda d: (d.get('release_date', ''), d.get('name', ''))):
+        safe_name = _sanitize_filename(deck['name'])
+        # Append set code for duplicate names (e.g. Anthology reprints)
+        if safe_name in dup_names:
+            sc = (deck.get('set_code') or 'unk').upper()
+            safe_name = f"{safe_name}_{sc}"
+        file_name = f"{safe_name}.dck"
+        dck_path = PRECON_DIR / file_name
+
+        # Extract commander names
+        commanders = deck.get('commander', [])
+        cmdr_names = [c['name'] for c in commanders] if commanders else []
+
+        # Card count
+        total_cards = sum(c.get('count', 1) for c in deck.get('cards', []))
+        total_cards += sum(c.get('count', 1) for c in commanders)
+
+        # Write .dck file
+        dck_content = _deck_to_dck(deck)
+        with open(dck_path, "w", encoding="utf-8") as f:
+            f.write(dck_content)
+        written += 1
+
+        # Build index entry
+        release = deck.get('release_date', '')
+        year = int(release[:4]) if release and len(release) >= 4 else 0
+        index.append({
+            "name": deck['name'],
+            "commander": cmdr_names[0] if cmdr_names else "Unknown",
+            "commanders": cmdr_names,
+            "colors": [],  # Color data not in source; UI can infer from cards
+            "set": deck.get('set_name', ''),
+            "setCode": deck.get('set_code', ''),
+            "year": year,
+            "releaseDate": release,
+            "theme": "",
+            "fileName": file_name,
+            "cardCount": total_cards,
+        })
+
+    # ── Write index ──────────────────────────────────────────
+    with open(idx_path, "w", encoding="utf-8") as f:
+        json.dump(index, f, indent=2, ensure_ascii=False)
+
+    PRECON_INDEX = index
+    log.info(f"  Precons:      {written} .dck files written, index saved")
+    return {"downloaded": written, "skipped": False, "total": written, "error": None}
+
+
+@app.post("/api/lab/precons/refresh")
+async def refresh_precons():
+    """Force re-download of all Commander precon decks from GitHub."""
+    result = download_precon_database(force=True)
+    if result.get("error"):
+        raise HTTPException(502, result["error"])
+    return {
+        "message": f"Downloaded {result['downloaded']} Commander precon decks",
+        "total": result.get("total", 0),
+    }
+
+
+# ══════════════════════════════════════════════════════════════
+# Deck Import Helpers (Python-side)
+# ══════════════════════════════════════════════════════════════
+
+_API_HEADERS = {"User-Agent": "CommanderAILab/3.0", "Accept": "application/json"}
+
+
+def _http_get(url: str) -> str:
+    req = Request(url, headers=_API_HEADERS)
+    with urlopen(req, timeout=30) as resp:
+        return resp.read().decode("utf-8")
+
+
+def _import_from_url(url: str) -> dict:
+    """Import deck from URL (Archidekt or EDHREC)."""
+    url = url.strip()
+
+    # Archidekt
+    if "archidekt.com/decks/" in url:
+        m = re.search(r"/decks/(\d+)", url)
+        if not m:
+            raise ValueError("Could not parse Archidekt deck ID from URL")
+        return _fetch_archidekt_deck(m.group(1))
+
+    # EDHREC average deck
+    if "edhrec.com/average-decks/" in url:
+        slug = re.search(r"/average-decks/([^/?#]+)", url).group(1)
+        commander_name = slug.replace("-", " ")
+        return _fetch_edhrec_average(commander_name)
+
+    # EDHREC commander page
+    if "edhrec.com/commanders/" in url:
+        slug = re.search(r"/commanders/([^/?#]+)", url).group(1)
+        commander_name = slug.replace("-", " ")
+        return _fetch_edhrec_average(commander_name)
+
+    raise ValueError(f"Unsupported URL: {url}. Supported: archidekt.com/decks/..., edhrec.com/average-decks/..., edhrec.com/commanders/...")
+
+
+def _fetch_archidekt_deck(deck_id: str) -> dict:
+    """Fetch deck from Archidekt API."""
+    url = f"https://archidekt.com/api/decks/{deck_id}/"
+    data = json.loads(_http_get(url))
+
+    profile = {
+        "name": data.get("name", f"Archidekt {deck_id}"),
+        "commander": None,
+        "source": "Archidekt",
+        "sourceUrl": f"https://archidekt.com/decks/{deck_id}",
+        "commanders": {},
+        "mainboard": {},
+        "colorIdentity": [],
+        "totalCards": 0,
+    }
+
+    for card_entry in data.get("cards", []):
+        qty = card_entry.get("quantity", 1)
+        card = card_entry.get("card", {})
+        oracle = card.get("oracleCard", {})
+        card_name = oracle.get("name", "Unknown")
+
+        categories = [c for c in card_entry.get("categories", [])]
+        is_commander = any(c.lower() == "commander" for c in categories)
+
+        if is_commander:
+            profile["commanders"][card_name] = qty
+            if not profile["commander"]:
+                profile["commander"] = card_name
+                if oracle.get("colorIdentity"):
+                    profile["colorIdentity"] = oracle["colorIdentity"]
+        else:
+            profile["mainboard"][card_name] = qty
+
+    profile["totalCards"] = sum(profile["commanders"].values()) + sum(profile["mainboard"].values())
+    if not profile["name"] or profile["name"] == f"Archidekt {deck_id}":
+        profile["name"] = f"{profile['commander']} — Archidekt"
+
+    return profile
+
+
+def _fetch_edhrec_average(commander_name: str) -> dict:
+    """Fetch EDHREC average deck for a commander."""
+    slug = _to_edhrec_slug(commander_name)
+    url = f"https://json.edhrec.com/pages/average-decks/{slug}.json"
+    data = json.loads(_http_get(url))
+
+    container = data.get("container", {})
+    json_dict = container.get("json_dict", {})
+    card_info = json_dict.get("card", {})
+    real_name = card_info.get("name", commander_name.title())
+
+    profile = {
+        "name": f"{real_name} — EDHREC Average",
+        "commander": real_name,
+        "source": "EDHREC Average",
+        "sourceUrl": f"https://edhrec.com/average-decks/{slug}",
+        "commanders": {real_name: 1},
+        "mainboard": {},
+        "colorIdentity": card_info.get("color_identity", []),
+        "sampleSize": data.get("num_decks_avg"),
+        "totalCards": 0,
+    }
+
+    # Parse card lists
+    for cl in json_dict.get("cardlists", []):
+        for cv in cl.get("cardviews", []):
+            card_name = cv.get("name", "")
+            if card_name:
+                profile["mainboard"][card_name] = 1
+
+    # Fix basic land quantities from archidekt export data
+    archidekt_data = data.get("archidekt", [])
+    if archidekt_data:
+        basic_names = []
+        for cl in json_dict.get("cardlists", []):
+            if cl.get("tag") == "basics":
+                for cv in cl.get("cardviews", []):
+                    basic_names.append(cv.get("name", ""))
+
+        # Find high-quantity entries (basics)
+        basic_quantities = []
+        for entry in archidekt_data:
+            if entry.get("q", 1) > 1:
+                basic_quantities.append(entry["q"])
+
+        for i, name in enumerate(basic_names):
+            if i < len(basic_quantities):
+                profile["mainboard"][name] = basic_quantities[i]
+
+    profile["totalCards"] = sum(profile["commanders"].values()) + sum(profile["mainboard"].values())
+    return profile
+
+
+def _parse_text_decklist(text: str, commander_override: str = None) -> dict:
+    """Parse a plain text card list into a profile."""
+    profile = {
+        "name": "Text Import",
+        "commander": None,
+        "source": "Text Import",
+        "sourceUrl": None,
+        "commanders": {},
+        "mainboard": {},
+        "totalCards": 0,
+    }
+
+    section = "main"
+    for line in text.strip().split("\n"):
+        line = line.strip()
+        if not line or line.startswith("//") or line.startswith("#"):
+            continue
+
+        if line.lower().startswith("commander") or line == "[Commander]":
+            section = "commander"
+            continue
+        if line.lower().startswith("main") or line.lower().startswith("deck") or line == "[Main]":
+            section = "main"
+            continue
+        if line.lower().startswith("sideboard") or line == "[Sideboard]":
+            section = "sideboard"
+            continue
+
+        # Clean line
+        clean = re.sub(r"\(\w+\)\s*\d*$", "", line).strip()
+        clean = re.sub(r"\s*\*.*$", "", clean).strip()
+
+        m = re.match(r"^(\d+)x?\s+(.+)$", clean)
+        if m:
+            qty = int(m.group(1))
+            card_name = m.group(2).strip()
+        else:
+            qty = 1
+            card_name = clean
+
+        if not card_name:
+            continue
+
+        if section == "commander":
+            profile["commanders"][card_name] = qty
+            if not profile["commander"]:
+                profile["commander"] = card_name
+        elif section != "sideboard":
+            profile["mainboard"][card_name] = qty
+
+    if commander_override:
+        profile["commander"] = commander_override
+        if not profile["commanders"]:
+            if commander_override in profile["mainboard"]:
+                qty = profile["mainboard"].pop(commander_override)
+                profile["commanders"][commander_override] = qty
+            else:
+                profile["commanders"][commander_override] = 1
+
+    if profile["commander"]:
+        profile["name"] = f"{profile['commander']} — Text Import"
+
+    profile["totalCards"] = sum(profile["commanders"].values()) + sum(profile["mainboard"].values())
+    return profile
+
+
+def _save_profile_to_dck(profile: dict) -> Path:
+    """Convert a profile dict to .dck and save to Forge decks dir."""
+    lines = ["[metadata]"]
+    lines.append(f"Name={profile.get('name', 'Imported Deck')}")
+    lines.append("")
+    lines.append("[Commander]")
+    for name, qty in profile.get("commanders", {}).items():
+        lines.append(f"{qty} {name}")
+    lines.append("")
+    lines.append("[Main]")
+    for name, qty in profile.get("mainboard", {}).items():
+        lines.append(f"{qty} {name}")
+
+    content = "\n".join(lines)
+
+    # Save to Forge decks dir
+    safe_name = re.sub(r"[^a-zA-Z0-9 _-]", "", profile.get("name", "imported")).replace(" ", "_").strip()
+    if not safe_name:
+        safe_name = "imported_deck"
+
+    save_dir = CFG.forge_decks_dir
+    if not save_dir or not os.path.isdir(save_dir):
+        save_dir = os.path.join(os.path.dirname(__file__), "imported-decks")
+        os.makedirs(save_dir, exist_ok=True)
+
+    out_path = Path(save_dir) / f"{safe_name}.dck"
+    out_path.write_text(content, encoding="utf-8")
+    log_collect.info(f"  Saved .dck: {out_path}")
+    return out_path
+
+
+def _to_edhrec_slug(name: str) -> str:
+    slug = name.lower()
+    slug = re.sub(r"[',.]", "", slug)
+    slug = re.sub(r"[^a-z0-9]+", "-", slug)
+    slug = slug.strip("-")
+    return slug
+
+
+# ══════════════════════════════════════════════════════════════
+# Background Task — Run the Java CLI subprocess
+# ══════════════════════════════════════════════════════════════
+
+async def run_batch_subprocess(
+    state: BatchState,
+    decks: list[str],
+    num_games: int,
+    threads: int,
+    seed: Optional[int],
+    clock: int,
+    output_path: str,
+    use_learned_policy: bool = False,
+    policy_style: str = "midrange",
+    policy_greedy: bool = False,
+    ai_simplified: bool = False,
+    ai_think_time_ms: int = -1,
+    max_queue_depth: int = -1,
+):
+    try:
+        # Compute policy server URL from our own port
+        policy_server = f"http://localhost:{CFG.port}"
+        cmd = build_java_command(
+            decks, num_games, threads, seed, clock, output_path,
+            use_learned_policy=use_learned_policy,
+            policy_server=policy_server,
+            policy_style=policy_style,
+            policy_greedy=policy_greedy,
+            ai_simplified=ai_simplified,
+            ai_think_time_ms=ai_think_time_ms,
+            max_queue_depth=max_queue_depth,
+        )
+        log_batch.info(f"Starting batch {state.batch_id}: {' '.join(cmd[:6])}...")
+        loop = asyncio.get_event_loop()
+        await loop.run_in_executor(
+            None,
+            lambda: _run_process_blocking(state, cmd),
+        )
+    except Exception as e:
+        state.error = str(e)
+        state.running = False
+        log_batch.error(f"Batch {state.batch_id} ERROR: {e}")
+
+
+def _run_process_blocking(state: BatchState, cmd: list[str]):
+    # Write debug log from Python side (doesn't depend on Java rebuild)
+    debug_log_path = Path(CFG.forge_dir).parent / "forge-sim-debug.log" if CFG.forge_dir else Path("forge-sim-debug.log")
+    try:
+        with open(debug_log_path, "a", encoding="utf-8") as dbg:
+            dbg.write(f"\n{'='*60}\n")
+            dbg.write(f"Batch {state.batch_id} @ {datetime.now().isoformat()}\n")
+            dbg.write(f"Command: {' '.join(cmd)}\n")
+            dbg.write(f"Lab JAR: {CFG.lab_jar}\n")
+            dbg.write(f"Forge JAR: {CFG.forge_jar}\n")
+            dbg.write(f"Forge Dir: {CFG.forge_dir}\n")
+            dbg.write(f"Lab JAR exists: {os.path.exists(CFG.lab_jar)}\n")
+            dbg.write(f"Forge JAR exists: {os.path.exists(CFG.forge_jar)}\n")
+            dbg.write(f"Forge Dir exists: {os.path.isdir(CFG.forge_dir)}\n")
+            dbg.write(f"{'-'*60}\n")
+        log_batch.warning(f"Debug log: {debug_log_path}")
+    except Exception as e:
+        log_batch.warning(f"Could not write debug log header: {e}")
+
+    # Ensure Forge subprocesses use Java 17 (Forge crashes on Java 25+)
+    env = os.environ.copy()
+    java17 = get_java17()
+    if java17 != 'java':
+        java17_bin = os.path.dirname(java17)
+        java17_home = os.path.dirname(java17_bin)
+        env['JAVA_HOME'] = java17_home
+        env['PATH'] = java17_bin + os.pathsep + env.get('PATH', '')
+        log_batch.info(f'Using Java 17: {java17}')
+
+    # NOTE: Do NOT set _JAVA_OPTIONS=-Djava.awt.headless=true here.
+    # Forge sim mode needs AWT classes for card data initialization;
+    # headless=true causes silent exit code 1 crash.
+
+    # Per-game timeout: clock + 180s buffer for card DB init
+    per_game_timeout = state.total_games * 240 + 300  # generous: 4min/game + 5min startup
+
+    try:
+        proc = subprocess.Popen(
+            cmd,
+            stdout=subprocess.PIPE,
+            stderr=subprocess.STDOUT,
+            text=True,
+            cwd=None,
+            bufsize=1,
+            env=env,
+        )
+        state.process = proc
+
+        # Python-side watchdog: kill if no progress for too long
+        import threading
+        last_activity = [time.time()]
+        stall_limit = 300  # 5 minutes with no output = stalled
+
+        def _watchdog():
+            while proc.poll() is None:
+                time.sleep(30)
+                elapsed_since_activity = time.time() - last_activity[0]
+                if elapsed_since_activity > stall_limit:
+                    log_batch.warning(f'WATCHDOG: No output for {int(elapsed_since_activity)}s. Killing process.')
+                    state.log_lines.append(f'[WATCHDOG] Process stalled ({int(elapsed_since_activity)}s with no output). Killed.')
+                    proc.kill()
+                    return
+
+        wd_thread = threading.Thread(target=_watchdog, daemon=True)
+        wd_thread.start()
+
+        game_count = 0
+        all_output_lines = []
+        for line in proc.stdout:
+            line = line.rstrip()
+            last_activity[0] = time.time()
+            state.log_lines.append(line)
+            all_output_lines.append(line)
+
+            if line.startswith("[Game "):
+                try:
+                    parts = line.split("]")[0]
+                    nums = parts.replace("[Game ", "").split("/")
+                    current = int(nums[0])
+                    game_count = current
+                    state.completed_games = current
+                except (ValueError, IndexError):
+                    pass
+
+            # v24 (Issue #5): Parse real-time sims/sec from Java output
+            if '[PROGRESS]' in line or '[BATCH]' in line:
+                import re
+                sps_match = re.search(r'([\d.]+)\s+sims/sec', line)
+                if sps_match:
+                    try:
+                        state.sims_per_sec = float(sps_match.group(1))
+                    except ValueError:
+                        pass
+
+            log_batch.info(f"  [{state.batch_id}] {line}")
+
+        proc.wait()
+
+        elapsed = int((datetime.now() - state.start_time).total_seconds() * 1000)
+        state.elapsed_ms = elapsed
+        state.running = False
+
+        # Write all captured output to debug log
+        try:
+            with open(debug_log_path, "a", encoding="utf-8") as dbg:
+                dbg.write(f"Exit code: {proc.returncode}\n")
+                dbg.write(f"Total lines: {len(all_output_lines)}\n")
+                dbg.write(f"Elapsed: {elapsed}ms\n")
+                dbg.write(f"-- FULL SUBPROCESS OUTPUT --\n")
+                if all_output_lines:
+                    for ol in all_output_lines:
+                        dbg.write(ol + "\n")
+                else:
+                    dbg.write("<< NO OUTPUT >>\n")
+                dbg.write(f"-- END OUTPUT --\n\n")
+        except Exception as e:
+            log_batch.warning(f"Could not write debug log output: {e}")
+
+        if proc.returncode != 0:
+            if proc.returncode == -9 or proc.returncode == 137:
+                state.error = 'Forge process killed by watchdog (stalled with no output). Check forge-sim-debug.log for details.'
+            else:
+                state.error = f'Java process exited with code {proc.returncode}. Check forge-sim-debug.log for details.'
+        else:
+            state.completed_games = state.total_games
+            log_batch.info(f"Batch {state.batch_id} completed in {elapsed}ms")
+
+            # Auto-generate deck reports for the coach
+            if state.result_path and os.path.exists(state.result_path):
+                try:
+                    from coach.report_generator import generate_single_deck_report
+                    lab_root = Path(__file__).parent
+                    reports_dir = str(lab_root / "deck-reports")
+                    updated = generate_single_deck_report(state.result_path, reports_dir)
+                    if updated:
+                        log_batch.info(f"Deck reports updated: {', '.join(updated)}")
+                except Exception as rpt_err:
+                    log_batch.info(f"Deck report generation failed (non-fatal): {rpt_err}")
+
+    except Exception as e:
+        state.error = str(e)
+        state.running = False
+        try:
+            with open(debug_log_path, "a", encoding="utf-8") as dbg:
+                dbg.write(f"EXCEPTION: {e}\n")
+        except Exception:
+            pass
+
+
+# ══════════════════════════════════════════════════════════════
+# DeepSeek Batch Sim (Python engine + LLM opponent)
+# ══════════════════════════════════════════════════════════════
+
+def _load_deck_cards_by_name(deck_name: str) -> list[dict]:
+    """Load card data for a deck by name. Checks DB first, then .dck files.
+    Each card dict includes 'is_commander' flag (0 or 1) when available."""
+    # 1. Try deck builder DB
+    try:
+        conn = _get_db_conn()
+        row = conn.execute(
+            "SELECT id, commander_name FROM decks WHERE name = ? COLLATE NOCASE", (deck_name,)
+        ).fetchone()
+        if row:
+            deck_id = row["id"]
+            db_commander_name = row["commander_name"] or ""
+            cards = conn.execute("""
+                SELECT dc.card_name, dc.quantity, dc.is_commander,
+                       ce.type_line, ce.cmc, ce.power, ce.toughness,
+                       ce.oracle_text, ce.keywords, ce.mana_cost,
+                       ce.color_identity
+                FROM deck_cards dc
+                LEFT JOIN (
+                    SELECT scryfall_id, type_line, cmc, power, toughness,
+                           oracle_text, keywords, mana_cost, color_identity
+                    FROM collection_entries GROUP BY scryfall_id
+                ) ce ON ce.scryfall_id = dc.scryfall_id
+                WHERE dc.deck_id = ?
+            """, (deck_id,)).fetchall()
+            result = []
+            for r in cards:
+                is_cmdr = r["is_commander"] or 0
+                # Also detect by deck-level commander_name match
+                if not is_cmdr and db_commander_name and r["card_name"].lower() == db_commander_name.lower():
+                    is_cmdr = 1
+                for _ in range(r["quantity"] or 1):
+                    result.append({
+                        'name': r["card_name"],
+                        'type_line': r["type_line"] or '',
+                        'cmc': r["cmc"] or 0,
+                        'power': r["power"] or '',
+                        'toughness': r["toughness"] or '',
+                        'oracle_text': r["oracle_text"] or '',
+                        'keywords': r["keywords"] or '',
+                        'mana_cost': r["mana_cost"] or '',
+                        'is_commander': is_cmdr,
+                        'color_identity': r["color_identity"] or '',
+                    })
+            if result:
+                return result
+    except Exception as e:
+        log_sim.error(f"DB lookup failed for '{deck_name}': {e}")
+
+    # 2. Try .dck file
+    if CFG.forge_decks_dir and os.path.isdir(CFG.forge_decks_dir):
+        dck_path = Path(CFG.forge_decks_dir) / f"{deck_name}.dck"
+        if dck_path.exists():
+            cards = []
+            current_section = None
+            with open(dck_path, 'r', encoding='utf-8') as f:
+                for line in f:
+                    line = line.strip()
+                    low = line.lower()
+                    if low == '[commander]':
+                        current_section = 'commander'
+                        continue
+                    elif low in ('[main]', '[deck]'):
+                        current_section = 'main'
+                        continue
+                    elif line.startswith('['):
+                        current_section = None
+                        continue
+                    if current_section and line:
+                        parts = line.split(' ', 1)
+                        if len(parts) == 2:
+                            try:
+                                qty = int(parts[0])
+                                name = parts[1].strip()
+                                is_cmdr = 1 if current_section == 'commander' else 0
+                                for _ in range(qty):
+                                    cards.append({
+                                        'name': name,
+                                        'type_line': '',
+                                        'cmc': 0,
+                                        'is_commander': is_cmdr,
+                                    })
+                            except ValueError:
+                                pass
+            if cards:
+                return cards
+
+    return []
+
+
+def _run_deepseek_batch_thread(
+    state: BatchState,
+    deck_names: list[str],
+    num_games: int,
+    output_path: str,
+):
+    """Run batch simulation using Python sim engine + DeepSeek AI opponent."""
+    try:
+        import sys as _s, os as _o, time as _t
+        src_dir = _o.path.join(_o.path.dirname(_o.path.abspath(__file__)), 'src')
+        if src_dir not in _s.path:
+            _s.path.insert(0, src_dir)
+
+        from commander_ai_lab.sim.models import Card
+        from commander_ai_lab.sim.deepseek_engine import DeepSeekGameEngine
+        from commander_ai_lab.sim.rules import enrich_card
+
+        state.log_lines.append('[DeepSeek Batch] Initializing DeepSeek brain...')
+        brain = _get_deepseek_brain()
+        if brain and not brain._connected:
+            brain.check_connection()
+        if not brain or not brain._connected:
+            state.error = 'DeepSeek LLM not connected. Go to Simulator > DeepSeek and connect first.'
+            state.running = False
+            return
+
+        state.log_lines.append(f'[DeepSeek Batch] Connected to {brain.config.model}')
+
+        # Load all decks
+        # ── Look up historical win rates from past batch results ──
+        deck_win_rates = {}  # deck_name -> float (0-100)
+        try:
+            results_dir = CFG.results_dir
+            if _o.path.isdir(results_dir):
+                for fname in sorted(_o.listdir(results_dir), reverse=True):
+                    if fname.startswith('batch-') and fname.endswith('.json'):
+                        try:
+                            with open(_o.path.join(results_dir, fname), 'r') as rf:
+                                past = json.loads(rf.read())
+                            for dd in past.get('decks', []):
+                                dname = dd.get('deckName', '')
+                                wr = dd.get('winRate')
+                                if dname and wr is not None and dname not in deck_win_rates:
+                                    deck_win_rates[dname] = float(wr)
+                        except Exception:
+                            pass
+        except Exception:
+            pass
+
+        loaded_decks = {}
+        deck_meta = {}  # deck_name -> {commander_name, color_identity, archetype}
+        for dn in deck_names:
+            raw_cards = _load_deck_cards_by_name(dn)
+            if not raw_cards:
+                state.log_lines.append(f'[DeepSeek Batch] WARNING: Could not load deck "{dn}", skipping.')
+                continue
+
+            # Detect commander and color identity from card data
+            commander_name = ''
+            color_identity_set = set()
+            deck_objs = []
+            for cd in raw_cards:
+                c = Card(name=cd['name'])
+                if cd.get('type_line'): c.type_line = cd['type_line']
+                if cd.get('cmc'): c.cmc = float(cd['cmc'])
+                if cd.get('power') and cd.get('toughness'):
+                    c.power = str(cd['power'])
+                    c.toughness = str(cd['toughness'])
+                    c.pt = c.power + '/' + c.toughness
+                if cd.get('oracle_text'): c.oracle_text = cd['oracle_text']
+                if cd.get('mana_cost'): c.mana_cost = cd['mana_cost']
+                if cd.get('keywords'):
+                    kw = cd['keywords']
+                    if isinstance(kw, str):
+                        try: kw = json.loads(kw)
+                        except Exception: kw = []
+                    if isinstance(kw, list): c.keywords = kw
+                # Set is_commander flag from DB data
+                if cd.get('is_commander'):
+                    c.is_commander = True
+                    commander_name = cd['name']
+                # Collect color identity
+                ci_str = cd.get('color_identity', '')
+                if ci_str:
+                    try:
+                        ci_parsed = json.loads(ci_str) if isinstance(ci_str, str) else ci_str
+                        if isinstance(ci_parsed, list):
+                            for color in ci_parsed:
+                                color_identity_set.add(color)
+                    except Exception:
+                        pass
+                enrich_card(c)
+                deck_objs.append(c)
+
+            # Infer archetype from deck composition
+            creature_count = sum(1 for c in deck_objs if c.is_creature())
+            removal_count = sum(1 for c in deck_objs if c.is_removal)
+            ramp_count = sum(1 for c in deck_objs if c.is_ramp)
+            avg_cmc = sum(c.cmc or 0 for c in deck_objs if not c.is_land()) / max(sum(1 for c in deck_objs if not c.is_land()), 1)
+            oracle_all = ' '.join((c.oracle_text or '').lower() for c in deck_objs)
+            has_combo_text = any(kw in oracle_all for kw in ['you win the game', 'infinite', 'extra turn'])
+
+            if has_combo_text:
+                archetype = 'combo'
+            elif creature_count >= 30 and avg_cmc <= 2.8:
+                archetype = 'aggro'
+            elif removal_count >= 10 or (creature_count <= 18 and avg_cmc >= 3.2):
+                archetype = 'control'
+            else:
+                archetype = 'midrange'
+
+            color_identity_list = sorted(list(color_identity_set))
+            deck_meta[dn] = {
+                'commander_name': commander_name,
+                'color_identity': color_identity_list,
+                'archetype': archetype,
+                'win_rate': deck_win_rates.get(dn),
+            }
+
+            loaded_decks[dn] = deck_objs
+            cmdr_info = f' (Commander: {commander_name})' if commander_name else ''
+            wr_info = f' [History: {deck_win_rates[dn]:.0f}% WR]' if dn in deck_win_rates else ''
+            state.log_lines.append(f'[DeepSeek Batch] Loaded deck "{dn}" ({len(deck_objs)} cards, {archetype}){cmdr_info}{wr_info}')
+
+        if not loaded_decks:
+            state.error = 'No decks could be loaded.'
+            state.running = False
+            return
+
+        # Build matchup schedule: each deck plays num_games vs DeepSeek AI
+        deck_list = list(loaded_decks.keys())
+        games_per_deck = max(1, num_games // len(deck_list))
+        total_games = games_per_deck * len(deck_list)
+        state.total_games = total_games
+
+        state.log_lines.append(f'[DeepSeek Batch] Running {games_per_deck} games per deck × {len(deck_list)} decks = {total_games} total')
+
+        engine = DeepSeekGameEngine(
+            brain=brain,
+            ai_player_index=0,  # AI pilots deck_a (user's deck) with full intelligence
+            max_turns=25,
+            record_log=True,
+            ml_log=True,
+        )
+
+        start_time = _t.time()
+        all_deck_results = []
+        completed = 0
+
+        for deck_name in deck_list:
+            deck_a = loaded_decks[deck_name]
+            # Generate a training opponent for each game
+            from commander_ai_lab.lab.experiments import _generate_training_deck
+
+            deck_stats = {
+                'deckName': deck_name,
+                'wins': 0, 'losses': 0, 'totalGames': games_per_deck,
+                'totalTurns': 0, 'totalDamageDealt': 0, 'totalDamageReceived': 0,
+                'totalSpellsCast': 0, 'totalCreaturesPlayed': 0,
+                'games': [],
+            }
+
+            meta = deck_meta.get(deck_name, {})
+            dk_archetype = meta.get('archetype', 'midrange')
+            dk_commander = meta.get('commander_name', '')
+            dk_colors = meta.get('color_identity', [])
+            dk_win_rate = meta.get('win_rate')
+
+            for g in range(games_per_deck):
+                try:
+                    deck_b = _generate_training_deck()
+                    game_id = f'ds-{state.batch_id}-{deck_name[:12]}-g{g+1}'
+                    result = engine.run(
+                        deck_a, deck_b,
+                        name_a=deck_name + ' (AI)',
+                        name_b='Training Opponent',
+                        game_id=game_id, archetype=dk_archetype,
+                        commander_name=dk_commander,
+                        color_identity=dk_colors,
+                        win_rate=dk_win_rate,
+                    )
+                    gd = result.to_dict()
+                    gd['gameNumber'] = g + 1
+                    deck_stats['games'].append(gd)
+
+                    if result.winner == 0:
+                        deck_stats['wins'] += 1
+                    else:
+                        deck_stats['losses'] += 1
+                    deck_stats['totalTurns'] += result.turns
+                    if result.player_a_stats:
+                        deck_stats['totalDamageDealt'] += result.player_a_stats.damage_dealt
+                        deck_stats['totalDamageReceived'] += result.player_a_stats.damage_received
+                        deck_stats['totalSpellsCast'] += result.player_a_stats.spells_cast
+                        deck_stats['totalCreaturesPlayed'] += result.player_a_stats.creatures_played
+
+                    state.log_lines.append(
+                        f'[Game {completed + 1}/{total_games}] {deck_name} (AI-piloted) → '
+                        f'{"WIN" if result.winner == 0 else "LOSS"} (turn {result.turns})'
+                    )
+                except Exception as ge:
+                    state.log_lines.append(f'[Game {completed + 1}/{total_games}] ERROR: {ge}')
+                    deck_stats['games'].append({'error': str(ge), 'gameNumber': g + 1})
+
+                completed += 1
+                state.completed_games = completed
+
+            n = deck_stats['totalGames']
+            deck_stats['winRate'] = round(deck_stats['wins'] / n * 100, 1) if n > 0 else 0.0
+            deck_stats['avgTurns'] = round(deck_stats['totalTurns'] / n, 1) if n > 0 else 0.0
+            deck_stats['avgDamageDealt'] = round(deck_stats['totalDamageDealt'] / n, 1) if n > 0 else 0.0
+            deck_stats['avgDamageReceived'] = round(deck_stats['totalDamageReceived'] / n, 1) if n > 0 else 0.0
+            deck_stats['avgSpellsCast'] = round(deck_stats['totalSpellsCast'] / n, 1) if n > 0 else 0.0
+            deck_stats['avgCreaturesPlayed'] = round(deck_stats['totalCreaturesPlayed'] / n, 1) if n > 0 else 0.0
+            # Include deck intelligence metadata
+            deck_stats['archetype'] = dk_archetype
+            deck_stats['commander'] = dk_commander
+            deck_stats['colorIdentity'] = dk_colors
+            if dk_win_rate is not None:
+                deck_stats['priorWinRate'] = dk_win_rate
+            all_deck_results.append(deck_stats)
+
+        elapsed = _t.time() - start_time
+        ds_stats = brain.get_stats() if brain else {}
+
+        # Build result in compatible format
+        batch_result = {
+            'metadata': {
+                'batchId': state.batch_id,
+                'timestamp': datetime.now().isoformat(),
+                'completedGames': completed,
+                'threads': 1,
+                'elapsedMs': int(elapsed * 1000),
+                'engine': 'deepseek',
+                'model': brain.config.model if brain else 'unknown',
+            },
+            'decks': all_deck_results,
+            'deepseekStats': ds_stats,
+        }
+
+        # Write ML decision JSONL for the training pipeline
+        ml_decisions = engine.flush_ml_decisions()
+        if ml_decisions:
+            ml_jsonl_path = os.path.join(CFG.results_dir, f'ml-decisions-ds-{state.batch_id}.jsonl')
+            os.makedirs(os.path.dirname(ml_jsonl_path) or '.', exist_ok=True)
+            with open(ml_jsonl_path, 'w', encoding='utf-8') as mf:
+                for dec in ml_decisions:
+                    mf.write(json.dumps(dec) + '\n')
+            state.log_lines.append(f'[ML Data] Wrote {len(ml_decisions)} decision snapshots to {os.path.basename(ml_jsonl_path)}')
+        else:
+            state.log_lines.append('[ML Data] No decision snapshots captured (0 decisions)')
+
+        # Save to results dir
+        os.makedirs(os.path.dirname(output_path), exist_ok=True)
+        with open(output_path, 'w', encoding='utf-8') as f:
+            json.dump(batch_result, f, indent=2, default=str)
+
+        state.result_path = output_path
+        elapsed_ms = int(elapsed * 1000)
+        state.elapsed_ms = elapsed_ms
+        state.running = False
+        state.completed_games = total_games
+
+        state.log_lines.append(f'[DeepSeek Batch] Complete: {completed} games in {elapsed:.1f}s')
+        for ds in all_deck_results:
+            state.log_lines.append(f'  {ds["deckName"]}: {ds["wins"]}W-{ds["losses"]}L ({ds["winRate"]}% WR)')
+
+        log_sim.info(f'Batch {state.batch_id} complete: {completed} games in {elapsed:.1f}s')
+
+    except Exception as e:
+        import traceback
+        state.error = str(e)
+        state.running = False
+        state.log_lines.append(f'[DeepSeek Batch] FATAL: {e}')
+        traceback.print_exc()
+
+
+@app.post('/api/lab/start-deepseek')
+async def start_batch_deepseek(request: FastAPIRequest, background_tasks: BackgroundTasks):
+    """Start a batch simulation using the Python sim engine + DeepSeek LLM opponent."""
+    body = await request.json()
+    decks = body.get('decks', [])
+    num_games = body.get('numGames', 30)
+    # Note: threads not applicable for Python sim (single-threaded LLM calls)
+
+    if not decks or len(decks) < 1:
+        raise HTTPException(400, 'At least 1 deck required')
+    if num_games < 1 or num_games > 500:
+        raise HTTPException(400, 'numGames must be 1-500')
+
+    # Filter empty deck slots
+    decks = [d for d in decks if d]
+    if not decks:
+        raise HTTPException(400, 'No valid decks provided')
+
+    batch_id = str(uuid.uuid4())[:12]
+    state = BatchState(batch_id, num_games, 1)
+    active_batches[batch_id] = state
+
+    os.makedirs(CFG.results_dir, exist_ok=True)
+    output_path = os.path.join(CFG.results_dir, f'batch-{batch_id}.json')
+    state.result_path = output_path
+
+    # Use threading instead of BackgroundTasks to avoid async issues with DB
+    t = threading.Thread(
+        target=_run_deepseek_batch_thread,
+        args=(state, decks, num_games, output_path),
+        daemon=True,
+    )
+    t.start()
+
+    return JSONResponse({
+        'batchId': batch_id,
+        'status': 'started',
+        'message': f'Running {num_games} games across {len(decks)} decks with DeepSeek AI',
+        'engine': 'deepseek',
+    })
+
+
+# Global ML logging toggle (can be enabled via API)
+_ml_logging_enabled = False
+
+
+def _find_java17() -> str:
+    """Auto-detect Java 17 for Forge subprocesses. Forge crashes on Java 25+."""
+    import glob as _glob
+    # Check common Adoptium/Oracle locations on Windows
+    search_dirs = [
+        r'C:\Program Files\Eclipse Adoptium',
+        r'C:\Program Files\Java',
+    ]
+    for d in search_dirs:
+        if os.path.isdir(d):
+            for child in os.listdir(d):
+                if child.startswith('jdk-17'):
+                    candidate = os.path.join(d, child, 'bin', 'java.exe')
+                    if os.path.isfile(candidate):
+                        return candidate
+    return 'java'  # fallback to system java
+
+_JAVA17_PATH = None  # cached result
+
+def get_java17() -> str:
+    global _JAVA17_PATH
+    if _JAVA17_PATH is None:
+        _JAVA17_PATH = _find_java17()
+    return _JAVA17_PATH
+
+
+def build_java_command(
+    decks: list[str],
+    num_games: int,
+    threads: int,
+    seed: Optional[int],
+    clock: int,
+    output_path: str,
+    use_learned_policy: bool = False,
+    policy_server: str = "http://localhost:8080",
+    policy_style: str = "midrange",
+    policy_greedy: bool = False,
+    # v24 (Issues #4/#5): Performance flags
+    ai_simplified: bool = False,
+    ai_think_time_ms: int = -1,
+    max_queue_depth: int = -1,
+) -> list[str]:
+    java17 = get_java17()
+    cmd = [
+        java17, "-jar", CFG.lab_jar,
+        "--forge-jar", CFG.forge_jar,
+        "--forge-dir", CFG.forge_dir,
+    ]
+    # Add deck args dynamically (2-4 decks)
+    for i, deck in enumerate(decks):
+        cmd.extend([f"--deck{i+1}", deck])
+    cmd += [
+        "--games", str(num_games),
+        "--threads", str(threads),
+        "--clock", str(clock),
+        "--output", output_path,
+    ]
+    if seed is not None:
+        cmd.extend(["--seed", str(seed)])
+    if _ml_logging_enabled:
+        cmd.append("--ml-log")
+    if use_learned_policy:
+        cmd.append("--learned-policy")
+        cmd.extend(["--policy-server", policy_server])
+        cmd.extend(["--policy-style", policy_style])
+        if policy_greedy:
+            cmd.append("--policy-greedy")
+    # v24 (Issues #4/#5): Performance flags
+    if ai_simplified:
+        cmd.append("--ai-simplified")
+    if ai_think_time_ms > 0:
+        cmd.extend(["--ai-think-time", str(ai_think_time_ms)])
+    if max_queue_depth > 0:
+        cmd.extend(["--max-queue", str(max_queue_depth)])
+    return cmd
+
+
+# ══════════════════════════════════════════════════════════════
+# Collection Database Setup
+# ══════════════════════════════════════════════════════════════
+
+COLLECTION_DB_PATH = Path(__file__).parent / "collection.db"
+_db_local = threading.local()
+
+
+def _get_db_conn() -> sqlite3.Connection:
+    """Get a thread-local SQLite connection."""
+    if not hasattr(_db_local, "conn") or _db_local.conn is None:
+        conn = sqlite3.connect(str(COLLECTION_DB_PATH), check_same_thread=False)
+        conn.row_factory = sqlite3.Row
+        _db_local.conn = conn
+    return _db_local.conn
+
+
+def init_collection_db():
+    """Initialize the collection SQLite database with tables and indexes."""
+    conn = sqlite3.connect(str(COLLECTION_DB_PATH), check_same_thread=False)
+    conn.row_factory = sqlite3.Row
+    cur = conn.cursor()
+
+    cur.executescript("""
+        CREATE TABLE IF NOT EXISTS card_records (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            name TEXT NOT NULL,
+            type_line TEXT DEFAULT '',
+            subtypes TEXT DEFAULT '',
+            is_legendary INTEGER DEFAULT 0,
+            is_basic INTEGER DEFAULT 0,
+            color_identity TEXT DEFAULT '',
+            cmc REAL DEFAULT 0,
+            oracle_text TEXT DEFAULT '',
+            keywords TEXT DEFAULT '',
+            tcg_price REAL DEFAULT 0,
+            salt_score REAL DEFAULT 0,
+            is_game_changer INTEGER DEFAULT 0,
+            category TEXT DEFAULT '',
+            scryfall_id TEXT DEFAULT '',
+            tcgplayer_id TEXT DEFAULT ''
+        );
+
+        CREATE TABLE IF NOT EXISTS collection_entries (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            name TEXT NOT NULL,
+            type_line TEXT DEFAULT '',
+            subtypes TEXT DEFAULT '',
+            is_legendary INTEGER DEFAULT 0,
+            is_basic INTEGER DEFAULT 0,
+            color_identity TEXT DEFAULT '',
+            cmc REAL DEFAULT 0,
+            mana_cost TEXT DEFAULT '',
+            oracle_text TEXT DEFAULT '',
+            keywords TEXT DEFAULT '',
+            power TEXT DEFAULT '',
+            toughness TEXT DEFAULT '',
+            rarity TEXT DEFAULT '',
+            set_name TEXT DEFAULT '',
+            edhrec_rank INTEGER DEFAULT 0,
+            tcg_price REAL DEFAULT 0,
+            salt_score REAL DEFAULT 0,
+            is_game_changer INTEGER DEFAULT 0,
+            category TEXT DEFAULT '',
+            scryfall_id TEXT DEFAULT '',
+            tcgplayer_id TEXT DEFAULT '',
+            quantity INTEGER DEFAULT 1,
+            finish TEXT DEFAULT 'NORMAL',
+            condition TEXT DEFAULT '',
+            language TEXT DEFAULT '',
+            notes TEXT DEFAULT '',
+            tags TEXT DEFAULT '',
+            set_code TEXT DEFAULT '',
+            collector_number TEXT DEFAULT '',
+            created_at TEXT DEFAULT (datetime('now')),
+            updated_at TEXT DEFAULT (datetime('now'))
+        );
+
+        CREATE INDEX IF NOT EXISTS idx_ce_name ON collection_entries(name);
+        CREATE INDEX IF NOT EXISTS idx_ce_color_identity ON collection_entries(color_identity);
+        CREATE INDEX IF NOT EXISTS idx_ce_type_line ON collection_entries(type_line);
+        CREATE INDEX IF NOT EXISTS idx_ce_is_legendary ON collection_entries(is_legendary);
+        CREATE INDEX IF NOT EXISTS idx_ce_cmc ON collection_entries(cmc);
+        CREATE INDEX IF NOT EXISTS idx_ce_category ON collection_entries(category);
+        CREATE INDEX IF NOT EXISTS idx_ce_set_code ON collection_entries(set_code);
+        CREATE INDEX IF NOT EXISTS idx_ce_collector_number ON collection_entries(collector_number);
+        CREATE INDEX IF NOT EXISTS idx_ce_finish ON collection_entries(finish);
+
+        CREATE INDEX IF NOT EXISTS idx_cr_name ON card_records(name);
+
+        CREATE TABLE IF NOT EXISTS decks (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            name TEXT NOT NULL,
+            commander_scryfall_id TEXT DEFAULT '',
+            commander_name TEXT DEFAULT '',
+            color_identity TEXT DEFAULT '[]',
+            strategy_tag TEXT DEFAULT '',
+            created_at TEXT DEFAULT (datetime('now')),
+            updated_at TEXT DEFAULT (datetime('now'))
+        );
+
+        CREATE TABLE IF NOT EXISTS deck_cards (
+            id INTEGER PRIMARY KEY AUTOINCREMENT,
+            deck_id INTEGER NOT NULL,
+            scryfall_id TEXT NOT NULL,
+            card_name TEXT DEFAULT '',
+            quantity INTEGER DEFAULT 1,
+            is_commander INTEGER DEFAULT 0,
+            role_tag TEXT DEFAULT '',
+            FOREIGN KEY (deck_id) REFERENCES decks(id) ON DELETE CASCADE
+        );
+
+        CREATE INDEX IF NOT EXISTS idx_dc_deck_id ON deck_cards(deck_id);
+        CREATE INDEX IF NOT EXISTS idx_dc_scryfall_id ON deck_cards(scryfall_id);
+        CREATE INDEX IF NOT EXISTS idx_dk_commander ON decks(commander_scryfall_id);
+    """)
+
+    conn.commit()
+
+    # ── Migration: add columns to existing DBs ─────────────────
+    _migrate_columns = [
+        ("mana_cost", "TEXT DEFAULT ''"),
+        ("power", "TEXT DEFAULT ''"),
+        ("toughness", "TEXT DEFAULT ''"),
+        ("rarity", "TEXT DEFAULT ''"),
+        ("set_name", "TEXT DEFAULT ''"),
+        ("edhrec_rank", "INTEGER DEFAULT 0"),
+    ]
+    existing_cols = {row[1] for row in conn.execute("PRAGMA table_info(collection_entries)").fetchall()}
+    for col_name, col_def in _migrate_columns:
+        if col_name not in existing_cols:
+            conn.execute(f"ALTER TABLE collection_entries ADD COLUMN {col_name} {col_def}")
+            log_collect.info(f"  Migration: added column '{col_name}' to collection_entries")
+    conn.commit()
+    conn.close()
+    log_collect.info(f"  Collection DB: {COLLECTION_DB_PATH}")
+
+
+# Fields stored as JSON strings in SQLite that should be returned as parsed arrays
+_JSON_FIELDS = ("category", "color_identity", "subtypes", "keywords")
+
+
+def _row_to_dict(row) -> dict:
+    """Convert a sqlite3.Row to a plain dict, parsing JSON array fields."""
+    if row is None:
+        return None
+    d = dict(row)
+    for f in _JSON_FIELDS:
+        if f in d and isinstance(d[f], str):
+            try:
+                d[f] = json.loads(d[f])
+            except (json.JSONDecodeError, TypeError):
+                d[f] = []
+    return d
+
+
+def _snake_to_camel(s: str) -> str:
+    """Convert snake_case to camelCase."""
+    parts = s.split("_")
+    return parts[0] + "".join(p.capitalize() for p in parts[1:])
+
+
+def _add_image_url(card: dict) -> dict:
+    """Add imageUrl field and camelCase aliases for JS consumption."""
+    scryfall_id = card.get("scryfall_id", "")
+    if scryfall_id:
+        card["imageUrl"] = f"https://api.scryfall.com/cards/{scryfall_id}?format=image&version=normal"
+    else:
+        card["imageUrl"] = None
+    # Add camelCase aliases for all snake_case keys
+    for key in list(card.keys()):
+        if "_" in key:
+            camel = _snake_to_camel(key)
+            if camel not in card:
+                card[camel] = card[key]
+    return card
+
+
+def _build_collection_filters(
+    q: Optional[str] = None,
+    colors: Optional[str] = None,
+    types: Optional[str] = None,
+    isLegendary: Optional[bool] = None,
+    isBasic: Optional[bool] = None,
+    isGameChanger: Optional[bool] = None,
+    highSalt: Optional[bool] = None,
+    finish: Optional[str] = None,
+    cmcMin: Optional[float] = None,
+    cmcMax: Optional[float] = None,
+    priceMin: Optional[float] = None,
+    priceMax: Optional[float] = None,
+    category: Optional[str] = None,
+    rarity: Optional[str] = None,
+    setCode: Optional[str] = None,
+    powerMin: Optional[str] = None,
+    powerMax: Optional[str] = None,
+    toughMin: Optional[str] = None,
+    toughMax: Optional[str] = None,
+    keyword: Optional[str] = None,
+    edhrecMin: Optional[int] = None,
+    edhrecMax: Optional[int] = None,
+    qtyMin: Optional[int] = None,
+    qtyMax: Optional[int] = None,
+) -> tuple:
+    """Build WHERE clause and params for collection queries. Returns (where_str, params_list)."""
+    conditions = []
+    params = []
+
+    if q:
+        like_q = f"%{q}%"
+        conditions.append("(name LIKE ? OR type_line LIKE ? OR oracle_text LIKE ?)")
+        params.extend([like_q, like_q, like_q])
+
+    if colors:
+        color_list = [c.strip().upper() for c in colors.split(",") if c.strip()]
+        for color in color_list:
+            conditions.append("color_identity LIKE ?")
+            params.append(f'%"{color}"%')
+
+    if types:
+        type_list = [t.strip() for t in types.split(",") if t.strip()]
+        type_conditions = []
+        for t in type_list:
+            type_conditions.append("type_line LIKE ?")
+            params.append(f"%{t}%")
+        if type_conditions:
+            conditions.append(f"({' OR '.join(type_conditions)})")
+
+    if isLegendary is not None:
+        conditions.append("is_legendary = ?")
+        params.append(1 if isLegendary else 0)
+
+    if isBasic is not None:
+        conditions.append("is_basic = ?")
+        params.append(1 if isBasic else 0)
+
+    if isGameChanger is not None:
+        conditions.append("is_game_changer = ?")
+        params.append(1 if isGameChanger else 0)
+
+    if highSalt:
+        conditions.append("salt_score > 2.0")
+
+    if finish:
+        conditions.append("finish = ?")
+        params.append(finish.upper())
+
+    if cmcMin is not None:
+        conditions.append("cmc >= ?")
+        params.append(cmcMin)
+
+    if cmcMax is not None:
+        conditions.append("cmc <= ?")
+        params.append(cmcMax)
+
+    if priceMin is not None:
+        conditions.append("tcg_price >= ?")
+        params.append(priceMin)
+
+    if priceMax is not None:
+        conditions.append("tcg_price <= ?")
+        params.append(priceMax)
+
+    if category:
+        cat_list = [c.strip() for c in category.split(",") if c.strip()]
+        cat_conditions = []
+        for c in cat_list:
+            cat_conditions.append("category LIKE ?")
+            params.append(f'%"{c}"%')
+        if cat_conditions:
+            conditions.append(f"({' OR '.join(cat_conditions)})")
+
+    # ── New filters ──
+
+    if rarity:
+        rar_list = [r.strip().lower() for r in rarity.split(",") if r.strip()]
+        if rar_list:
+            placeholders = ",".join(["?"] * len(rar_list))
+            conditions.append(f"LOWER(rarity) IN ({placeholders})")
+            params.extend(rar_list)
+
+    if setCode:
+        set_list = [s.strip().upper() for s in setCode.split(",") if s.strip()]
+        if set_list:
+            placeholders = ",".join(["?"] * len(set_list))
+            conditions.append(f"UPPER(set_code) IN ({placeholders})")
+            params.extend(set_list)
+
+    if powerMin is not None:
+        conditions.append("CAST(power AS REAL) >= ?")
+        params.append(float(powerMin))
+
+    if powerMax is not None:
+        conditions.append("CAST(power AS REAL) <= ?")
+        params.append(float(powerMax))
+
+    if toughMin is not None:
+        conditions.append("CAST(toughness AS REAL) >= ?")
+        params.append(float(toughMin))
+
+    if toughMax is not None:
+        conditions.append("CAST(toughness AS REAL) <= ?")
+        params.append(float(toughMax))
+
+    if keyword:
+        kw_list = [k.strip() for k in keyword.split(",") if k.strip()]
+        for kw in kw_list:
+            conditions.append("keywords LIKE ?")
+            params.append(f"%{kw}%")
+
+    if edhrecMin is not None:
+        conditions.append("edhrec_rank >= ?")
+        params.append(edhrecMin)
+
+    if edhrecMax is not None:
+        conditions.append("edhrec_rank <= ?")
+        params.append(edhrecMax)
+
+    if qtyMin is not None:
+        conditions.append("quantity >= ?")
+        params.append(qtyMin)
+
+    if qtyMax is not None:
+        conditions.append("quantity <= ?")
+        params.append(qtyMax)
+
+    where_str = ""
+    if conditions:
+        where_str = "WHERE " + " AND ".join(conditions)
+
+    return where_str, params
+
+
+# ══════════════════════════════════════════════════════════════
+# Collection CRUD Endpoints
+# ══════════════════════════════════════════════════════════════
+
+VALID_SORT_FIELDS = {"name", "cmc", "tcg_price", "salt_score", "category", "color_identity", "quantity", "type_line", "finish", "rarity", "set_code", "power", "toughness", "edhrec_rank"}
+
+
+@app.get("/api/collection/export")
+async def export_collection(
+    format: str = "INTERNAL_CSV",
+    q: Optional[str] = None,
+    colors: Optional[str] = None,
+    types: Optional[str] = None,
+    isLegendary: Optional[bool] = None,
+    isBasic: Optional[bool] = None,
+    isGameChanger: Optional[bool] = None,
+    highSalt: Optional[bool] = None,
+    finish: Optional[str] = None,
+    cmcMin: Optional[float] = None,
+    cmcMax: Optional[float] = None,
+    priceMin: Optional[float] = None,
+    priceMax: Optional[float] = None,
+    category: Optional[str] = None,
+):
+    """Export collection in various formats with optional filters."""
+    where_str, params = _build_collection_filters(
+        q=q, colors=colors, types=types, isLegendary=isLegendary,
+        isBasic=isBasic, isGameChanger=isGameChanger, highSalt=highSalt,
+        finish=finish, cmcMin=cmcMin, cmcMax=cmcMax,
+        priceMin=priceMin, priceMax=priceMax, category=category,
+    )
+
+    sql = f"SELECT * FROM collection_entries {where_str} ORDER BY name ASC"
+    conn = _get_db_conn()
+    rows = [_row_to_dict(r) for r in conn.execute(sql, params).fetchall()]
+
+    fmt = format.upper()
+    output = io.StringIO()
+
+    if fmt == "INTERNAL_CSV":
+        if rows:
+            fieldnames = list(rows[0].keys())
+        else:
+            fieldnames = [
+                "id", "name", "type_line", "subtypes", "is_legendary", "is_basic",
+                "color_identity", "cmc", "oracle_text", "keywords", "tcg_price",
+                "salt_score", "is_game_changer", "category", "scryfall_id", "tcgplayer_id",
+                "quantity", "finish", "condition", "language", "notes", "tags",
+                "set_code", "collector_number", "created_at", "updated_at",
+            ]
+        writer = csv.DictWriter(output, fieldnames=fieldnames)
+        writer.writeheader()
+        writer.writerows(rows)
+        filename = "collection_export.csv"
+        media_type = "text/csv"
+
+    elif fmt == "MOXFIELD_CSV":
+        fieldnames = ["Count", "Name", "Edition", "Condition", "Language", "Foil", "Collector Number"]
+        writer = csv.DictWriter(output, fieldnames=fieldnames)
+        writer.writeheader()
+        for row in rows:
+            finish_val = row.get("finish", "NORMAL").upper()
+            foil_val = "foil" if finish_val == "FOIL" else ("etched" if finish_val == "ETCHED" else "")
+            writer.writerow({
+                "Count": row.get("quantity", 1),
+                "Name": row.get("name", ""),
+                "Edition": row.get("set_code", "").upper(),
+                "Condition": row.get("condition", ""),
+                "Language": row.get("language", ""),
+                "Foil": foil_val,
+                "Collector Number": row.get("collector_number", ""),
+            })
+        filename = "collection_moxfield.csv"
+        media_type = "text/csv"
+
+    elif fmt == "TEXT":
+        lines = []
+        for row in rows:
+            qty = row.get("quantity", 1)
+            name = row.get("name", "")
+            set_code = row.get("set_code", "").upper()
+            coll_num = row.get("collector_number", "")
+            if set_code and coll_num:
+                lines.append(f"{qty} {name} ({set_code}) {coll_num}")
+            elif set_code:
+                lines.append(f"{qty} {name} ({set_code})")
+            else:
+                lines.append(f"{qty} {name}")
+        output.write("\n".join(lines))
+        filename = "collection_export.txt"
+        media_type = "text/plain"
+
+    else:
+        raise HTTPException(400, f"Unknown format: {format}. Use INTERNAL_CSV, MOXFIELD_CSV, or TEXT.")
+
+    content = output.getvalue()
+
+    def iter_content():
+        yield content.encode("utf-8")
+
+    return StreamingResponse(
+        iter_content(),
+        media_type=media_type,
+        headers={"Content-Disposition": f'attachment; filename="{filename}"'},
+    )
+
+
+@app.get("/api/collection/sets")
+async def collection_sets():
+    """Return distinct set codes + names in the collection (for filter autocomplete)."""
+    conn = _get_db_conn()
+    rows = conn.execute(
+        "SELECT DISTINCT UPPER(set_code) as code, set_name as name FROM collection_entries WHERE set_code != '' ORDER BY set_name ASC"
+    ).fetchall()
+    result = []
+    for r in rows:
+        code = r["code"] if "code" in r.keys() else r[0]
+        name = r["name"] if "name" in r.keys() else r[1]
+        if code:
+            result.append({"code": code, "name": name or code})
+    return JSONResponse(result)
+
+
+@app.get("/api/collection/keywords")
+async def collection_keywords():
+    """Return distinct keywords found in the collection."""
+    conn = _get_db_conn()
+    rows = conn.execute("SELECT keywords FROM collection_entries WHERE keywords != '' AND keywords != '[]'").fetchall()
+    kw_set = set()
+    for r in rows:
+        try:
+            kws = json.loads(r["keywords"]) if isinstance(r["keywords"], str) else r["keywords"]
+            if isinstance(kws, list):
+                for k in kws:
+                    if k:
+                        kw_set.add(k)
+        except (json.JSONDecodeError, TypeError):
+            pass
+    return JSONResponse(sorted(kw_set))
+
+
+@app.get("/api/collection")
+async def list_collection(
+    page: int = 1,
+    pageSize: int = 50,
+    q: Optional[str] = None,
+    sortField: Optional[str] = None,
+    sortDir: Optional[str] = None,
+    colors: Optional[str] = None,
+    types: Optional[str] = None,
+    isLegendary: Optional[bool] = None,
+    isBasic: Optional[bool] = None,
+    isGameChanger: Optional[bool] = None,
+    highSalt: Optional[bool] = None,
+    finish: Optional[str] = None,
+    cmcMin: Optional[float] = None,
+    cmcMax: Optional[float] = None,
+    priceMin: Optional[float] = None,
+    priceMax: Optional[float] = None,
+    category: Optional[str] = None,
+    deck_id: Optional[int] = None,
+    rarity: Optional[str] = None,
+    setCode: Optional[str] = None,
+    powerMin: Optional[str] = None,
+    powerMax: Optional[str] = None,
+    toughMin: Optional[str] = None,
+    toughMax: Optional[str] = None,
+    keyword: Optional[str] = None,
+    edhrecMin: Optional[int] = None,
+    edhrecMax: Optional[int] = None,
+    qtyMin: Optional[int] = None,
+    qtyMax: Optional[int] = None,
+):
+    """List collection entries with search, sort, and filter.
+    Optional deck_id: when provided, includes in_deck_quantity for each result.
+    """
+    where_str, params = _build_collection_filters(
+        q=q, colors=colors, types=types, isLegendary=isLegendary,
+        isBasic=isBasic, isGameChanger=isGameChanger, highSalt=highSalt,
+        finish=finish, cmcMin=cmcMin, cmcMax=cmcMax,
+        priceMin=priceMin, priceMax=priceMax, category=category,
+        rarity=rarity, setCode=setCode, powerMin=powerMin, powerMax=powerMax,
+        toughMin=toughMin, toughMax=toughMax, keyword=keyword,
+        edhrecMin=edhrecMin, edhrecMax=edhrecMax, qtyMin=qtyMin, qtyMax=qtyMax,
+    )
+
+    # Validate sort
+    sort_field = sortField if sortField in VALID_SORT_FIELDS else "name"
+    sort_dir = "DESC" if (sortDir or "").upper() == "DESC" else "ASC"
+
+    conn = _get_db_conn()
+
+    # Count total
+    count_sql = f"SELECT COUNT(*) FROM collection_entries {where_str}"
+    total = conn.execute(count_sql, params).fetchone()[0]
+
+    # Paginate
+    offset = (max(1, page) - 1) * pageSize
+    data_sql = f"""
+        SELECT * FROM collection_entries {where_str}
+        ORDER BY {sort_field} {sort_dir}
+        LIMIT ? OFFSET ?
+    """
+    rows = conn.execute(data_sql, params + [pageSize, offset]).fetchall()
+    items = [_add_image_url(_row_to_dict(r)) for r in rows]
+
+    # If deck_id provided, annotate each item with how many copies are already in that deck
+    if deck_id is not None:
+        # Build a map of scryfall_id -> quantity in deck
+        deck_card_rows = conn.execute(
+            "SELECT scryfall_id, SUM(quantity) as qty FROM deck_cards WHERE deck_id = ? GROUP BY scryfall_id",
+            (deck_id,)
+        ).fetchall()
+        in_deck_map = {row["scryfall_id"]: row["qty"] for row in deck_card_rows}
+        for item in items:
+            item["in_deck_quantity"] = in_deck_map.get(item.get("scryfall_id", ""), 0)
+
+    return {"items": items, "page": page, "pageSize": pageSize, "total": total}
+
+
+@app.get("/api/collection/{cardId}")
+async def get_collection_card(cardId: int):
+    """Get a single collection entry by ID."""
+    conn = _get_db_conn()
+    row = conn.execute("SELECT * FROM collection_entries WHERE id = ?", (cardId,)).fetchone()
+    if not row:
+        raise HTTPException(404, f"Card with id {cardId} not found")
+    return _add_image_url(_row_to_dict(row))
+
+
+@app.patch("/api/collection/{cardId}")
+async def update_collection_card(cardId: int, body: dict):
+    """Update mutable fields of a collection entry."""
+    conn = _get_db_conn()
+    row = conn.execute("SELECT * FROM collection_entries WHERE id = ?", (cardId,)).fetchone()
+    if not row:
+        raise HTTPException(404, f"Card with id {cardId} not found")
+
+    updates = {}
+    if "category" in body:
+        cat = body["category"]
+        if isinstance(cat, list):
+            updates["category"] = json.dumps(cat)
+        else:
+            updates["category"] = cat
+    if "tags" in body:
+        updates["tags"] = str(body["tags"])
+    if "notes" in body:
+        updates["notes"] = str(body["notes"])
+    if "finish" in body:
+        finish_val = str(body["finish"]).upper()
+        if finish_val not in ("NORMAL", "FOIL", "ETCHED"):
+            raise HTTPException(400, "finish must be NORMAL, FOIL, or ETCHED")
+        updates["finish"] = finish_val
+
+    if not updates:
+        return _add_image_url(_row_to_dict(row))
+
+    updates["updated_at"] = datetime.utcnow().strftime("%Y-%m-%d %H:%M:%S")
+    set_clause = ", ".join(f"{k} = ?" for k in updates)
+    values = list(updates.values()) + [cardId]
+    conn.execute(f"UPDATE collection_entries SET {set_clause} WHERE id = ?", values)
+    conn.commit()
+
+    updated_row = conn.execute("SELECT * FROM collection_entries WHERE id = ?", (cardId,)).fetchone()
+    return _add_image_url(_row_to_dict(updated_row))
+
+
+# ══════════════════════════════════════════════════════════════
+# Collection Import Helpers
+# ══════════════════════════════════════════════════════════════
+
+# ── Scryfall Response Cache ─────────────────────────────────
+# SQLite-backed cache for Scryfall API responses.
+# Keyed by (name, set_code, collector_number). Default TTL: 7 days.
+# Scryfall data changes infrequently (set releases ~every 3 months).
+# Eliminates redundant HTTP calls across imports and re-enrichments.
+
+SCRYFALL_CACHE_DB_PATH = Path(__file__).parent / "scryfall_cache.db"
+SCRYFALL_CACHE_TTL_SECONDS = int(os.environ.get("SCRYFALL_CACHE_TTL", 7 * 24 * 3600))  # 7 days
+
+
+class _ScryfallCache:
+    """
+    Thread-safe SQLite cache for raw Scryfall JSON responses.
+
+    Schema:
+        cache_key  TEXT PRIMARY KEY  — "name|set|cn" normalised lowercase
+        json_blob  TEXT              — raw Scryfall API JSON response
+        fetched_at TEXT              — ISO-8601 UTC timestamp
+    """
+
+    def __init__(self, db_path: Path = None, ttl_seconds: int = None):
+        self._db_path = db_path or SCRYFALL_CACHE_DB_PATH
+        self._ttl = ttl_seconds or SCRYFALL_CACHE_TTL_SECONDS
+        self._lock = threading.Lock()
+        self._conn: Optional[sqlite3.Connection] = None
+        self._hits = 0
+        self._misses = 0
+        self._init_db()
+
+    # ── internal ────────────────────────────────────────────
+
+    def _init_db(self):
+        self._conn = sqlite3.connect(str(self._db_path), check_same_thread=False)
+        self._conn.execute("PRAGMA journal_mode=WAL")
+        self._conn.execute("""
+            CREATE TABLE IF NOT EXISTS scryfall_cache (
+                cache_key  TEXT PRIMARY KEY,
+                json_blob  TEXT    NOT NULL,
+                fetched_at TEXT    NOT NULL DEFAULT (datetime('now'))
+            )
+        """)
+        self._conn.commit()
+
+    @staticmethod
+    def _make_key(name: str, set_code: str, collector_number: str) -> str:
+        return f"{name.strip().lower()}|{(set_code or '').strip().lower()}|{(collector_number or '').strip()}"
+
+    # ── public API ──────────────────────────────────────────
+
+    def get(self, name: str, set_code: str = "", collector_number: str = "") -> Optional[dict]:
+        """Return cached Scryfall JSON dict, or None if missing / expired."""
+        key = self._make_key(name, set_code, collector_number)
+        with self._lock:
+            row = self._conn.execute(
+                "SELECT json_blob, fetched_at FROM scryfall_cache WHERE cache_key = ?",
+                (key,),
+            ).fetchone()
+        if not row:
+            self._misses += 1
+            return None
+        # TTL check
+        try:
+            fetched = datetime.fromisoformat(row[1])
+            age = (datetime.utcnow() - fetched).total_seconds()
+            if age > self._ttl:
+                self._misses += 1
+                return None
+        except (ValueError, TypeError):
+            self._misses += 1
+            return None
+        self._hits += 1
+        try:
+            return json.loads(row[0])
+        except json.JSONDecodeError:
+            self._misses += 1
+            return None
+
+    def put(self, name: str, set_code: str, collector_number: str, card_data: dict):
+        """Store a Scryfall response in the cache."""
+        key = self._make_key(name, set_code, collector_number)
+        blob = json.dumps(card_data, separators=(",", ":"))
+        with self._lock:
+            self._conn.execute(
+                "INSERT OR REPLACE INTO scryfall_cache (cache_key, json_blob, fetched_at) "
+                "VALUES (?, ?, datetime('now'))",
+                (key, blob),
+            )
+            self._conn.commit()
+
+    def stats(self) -> dict:
+        """Return cache statistics."""
+        with self._lock:
+            total = self._conn.execute("SELECT COUNT(*) FROM scryfall_cache").fetchone()[0]
+            oldest_row = self._conn.execute(
+                "SELECT MIN(fetched_at) FROM scryfall_cache"
+            ).fetchone()
+            newest_row = self._conn.execute(
+                "SELECT MAX(fetched_at) FROM scryfall_cache"
+            ).fetchone()
+            db_size_bytes = os.path.getsize(str(self._db_path)) if self._db_path.exists() else 0
+        return {
+            "total_entries": total,
+            "hits": self._hits,
+            "misses": self._misses,
+            "hit_rate": round(self._hits / max(self._hits + self._misses, 1) * 100, 1),
+            "ttl_seconds": self._ttl,
+            "ttl_days": round(self._ttl / 86400, 1),
+            "oldest_entry": oldest_row[0] if oldest_row else None,
+            "newest_entry": newest_row[0] if newest_row else None,
+            "db_size_kb": round(db_size_bytes / 1024, 1),
+            "db_path": str(self._db_path),
+        }
+
+    def clear(self) -> int:
+        """Delete all cached entries. Returns count of deleted rows."""
+        with self._lock:
+            count = self._conn.execute("SELECT COUNT(*) FROM scryfall_cache").fetchone()[0]
+            self._conn.execute("DELETE FROM scryfall_cache")
+            self._conn.commit()
+            self._conn.execute("VACUUM")  # must run outside transaction
+            self._hits = 0
+            self._misses = 0
+        return count
+
+    def evict_expired(self) -> int:
+        """Remove entries older than TTL. Returns count of evicted rows."""
+        cutoff = datetime.utcnow().isoformat()
+        with self._lock:
+            self._conn.execute(
+                "DELETE FROM scryfall_cache WHERE "
+                "(julianday(?) - julianday(fetched_at)) * 86400 > ?",
+                (cutoff, self._ttl),
+            )
+            deleted = self._conn.total_changes
+            self._conn.commit()
+        return deleted
+
+
+_scryfall_cache = _ScryfallCache()
+
+
+# Scryfall rate-limit semaphore (max 10 req/sec)
+_scryfall_lock = threading.Lock()
+_scryfall_last_call = 0.0
+
+
+def _scryfall_rate_limit():
+    """Enforce at most 10 Scryfall requests per second via simple sleep."""
+    global _scryfall_last_call
+    with _scryfall_lock:
+        now = time.monotonic()
+        elapsed = now - _scryfall_last_call
+        if elapsed < 0.1:
+            time.sleep(0.1 - elapsed)
+        _scryfall_last_call = time.monotonic()
+
+
+def _parse_finish(raw: str) -> str:
+    """Normalize finish string to NORMAL|FOIL|ETCHED."""
+    if not raw:
+        return "NORMAL"
+    r = raw.strip().lower()
+    if r in ("etched", "foil etched", "foil_etched", "etched foil"):
+        return "ETCHED"
+    if r in ("yes", "foil", "true", "1"):
+        return "FOIL"
+    return "NORMAL"
+
+
+def _parse_text_line(line: str) -> dict:
+    """
+    Parse a text import line into {name, quantity, set_code, collector_number}.
+    Supports formats:
+      - "3 Sol Ring (CMR) 123"
+      - "1x Sol Ring (CMR)"
+      - "Sol Ring [CMR:123]"
+      - "1 Sol Ring"
+    """
+    line = line.strip()
+    if not line or line.startswith("#") or line.startswith("//"):
+        return {}
+
+    result = {"name": "", "quantity": 1, "set_code": "", "collector_number": ""}
+
+    # Strip quantity prefix
+    qty_match = re.match(r"^(\d+)x?\s+", line)
+    if qty_match:
+        result["quantity"] = int(qty_match.group(1))
+        line = line[qty_match.end():]
+
+    # Format: "Name [SET:CollNum]"
+    bracket_match = re.search(r"\[([A-Za-z0-9]+):(\S+)\]\s*$", line)
+    if bracket_match:
+        result["set_code"] = bracket_match.group(1).lower()
+        result["collector_number"] = bracket_match.group(2)
+        line = line[:bracket_match.start()].strip()
+        result["name"] = line
+        return result
+
+    # Format: "Name (SET) CollNum"
+    paren_coll_match = re.search(r"\(([A-Za-z0-9]+)\)\s+(\S+)\s*$", line)
+    if paren_coll_match:
+        result["set_code"] = paren_coll_match.group(1).lower()
+        result["collector_number"] = paren_coll_match.group(2)
+        line = line[:paren_coll_match.start()].strip()
+        result["name"] = line
+        return result
+
+    # Format: "Name (SET)"
+    paren_match = re.search(r"\(([A-Za-z0-9]+)\)\s*$", line)
+    if paren_match:
+        result["set_code"] = paren_match.group(1).lower()
+        line = line[:paren_match.start()].strip()
+        result["name"] = line
+        return result
+
+    result["name"] = line.strip()
+    return result
+
+
+def _auto_infer_mapping(headers: list) -> dict:
+    """
+    Auto-infer column → field mapping from header names.
+    Returns dict of {header: field_key}.
+    Field keys: name, quantity, set_code, collector_number, finish, condition, language, notes, tags
+    """
+    mapping = {}
+    header_lower = {h: h.lower().strip() for h in headers}
+    field_patterns = {
+        "name": ["name", "card name", "card_name", "cardname", "title"],
+        "quantity": ["quantity", "qty", "count", "amount", "number", "#"],
+        "set_code": ["set", "set code", "set_code", "edition", "set_name", "edition code"],
+        "collector_number": [
+            "collector number", "collector_number", "collectornumber",
+            "col #", "col#", "number", "card number",
+        ],
+        "finish": ["finish", "foil", "printing", "treatment"],
+        "condition": ["condition", "cond", "grade"],
+        "language": ["language", "lang", "locale"],
+        "notes": ["notes", "note", "comments", "comment"],
+        "tags": ["tags", "tag", "labels", "label"],
+    }
+    for header, lower_h in header_lower.items():
+        for field, patterns in field_patterns.items():
+            if lower_h in patterns:
+                mapping[header] = field
+                break
+    return mapping
+
+
+def _parse_csv_content(content: str, source: str, mapping: Optional[dict]) -> list:
+    """
+    Parse CSV/text content into a list of RawImportRow dicts.
+    Returns list of dicts with keys: name, quantity, set_code, collector_number, finish, condition, language, notes, tags
+    """
+    rows = []
+    source_upper = (source or "").upper()
+
+    if source_upper == "TEXT":
+        for line in content.splitlines():
+            parsed = _parse_text_line(line)
+            if parsed.get("name"):
+                rows.append(parsed)
+        return rows
+
+    # CSV-based sources
+    reader = csv.DictReader(io.StringIO(content))
+    headers = reader.fieldnames or []
+
+    # Build effective mapping
+    if mapping:
+        col_map = {h: mapping.get(h, "") for h in headers}
+    else:
+        col_map = _auto_infer_mapping(headers)
+
+    # Normalize col_map field values to lowercase so both "NAME" (UI) and "name" (auto-infer) work
+    col_map = {h: (v.lower() if isinstance(v, str) else v) for h, v in col_map.items()}
+
+    for csv_row in reader:
+        row = {
+            "name": "",
+            "quantity": 1,
+            "set_code": "",
+            "collector_number": "",
+            "finish": "NORMAL",
+            "condition": "",
+            "language": "",
+            "notes": "",
+            "tags": "",
+        }
+        for header, field in col_map.items():
+            val = csv_row.get(header, "").strip()
+            if not val or field == "ignore" or not field:
+                continue
+            if field == "name":
+                # Strip finish suffix like "(Foil Etched)"
+                val = re.sub(r"\s*\(foil(?: etched)?\)\s*$", "", val, flags=re.IGNORECASE).strip()
+                row["name"] = val
+            elif field == "quantity":
+                try:
+                    row["quantity"] = int(float(val))
+                except ValueError:
+                    row["quantity"] = 1
+            elif field in ("set_code", "set_code_secondary"):
+                row["set_code"] = val.lower()
+            elif field in ("collector_number", "collector_number_secondary"):
+                row["collector_number"] = val
+            elif field == "finish":
+                row["finish"] = _parse_finish(val)
+            elif field == "condition":
+                row["condition"] = val
+            elif field == "language":
+                row["language"] = val
+            elif field == "notes":
+                row["notes"] = val
+            elif field == "tags":
+                row["tags"] = val
+
+        if row["name"]:
+            rows.append(row)
+
+    return rows
+
+
+def _fetch_scryfall_api(name: str, set_code: str = "", collector_number: str = "") -> dict:
+    """
+    Fetch raw card data from Scryfall API (with caching).
+    Returns the raw Scryfall JSON dict, or a dict with '_error' on failure.
+    Cache is checked first; live HTTP call only on miss.
+    """
+    from urllib.parse import quote
+
+    # ── Cache check ──────────────────────────────────────
+    cached = _scryfall_cache.get(name, set_code, collector_number)
+    if cached is not None:
+        return cached
+
+    # ── Live fetch ───────────────────────────────────────
+    card_data = None
+    last_error = ""
+
+    # Try set + collector number first
+    if set_code and collector_number:
+        _scryfall_rate_limit()
+        try:
+            url = f"https://api.scryfall.com/cards/{set_code.lower()}/{collector_number}"
+            req = Request(url, headers=_API_HEADERS)
+            with urlopen(req, timeout=10) as resp:
+                card_data = json.loads(resp.read().decode("utf-8"))
+        except Exception as e:
+            last_error = str(e)
+            card_data = None
+
+    # Fall back to exact name lookup
+    if not card_data:
+        _scryfall_rate_limit()
+        try:
+            encoded_name = quote(name)
+            url = f"https://api.scryfall.com/cards/named?exact={encoded_name}"
+            req = Request(url, headers=_API_HEADERS)
+            with urlopen(req, timeout=10) as resp:
+                card_data = json.loads(resp.read().decode("utf-8"))
+        except Exception as e:
+            last_error = str(e)
+            return {"_error": f"Scryfall lookup failed for '{name}': {last_error}"}
+
+    if not card_data or card_data.get("object") == "error":
+        err_detail = card_data.get("details", "unknown error") if card_data else last_error
+        return {"_error": f"Scryfall returned error for '{name}': {err_detail}"}
+
+    # ── Cache the successful response ────────────────────
+    _scryfall_cache.put(name, set_code, collector_number, card_data)
+    # Also cache under the Scryfall-resolved name (handles spelling normalisation)
+    resolved_name = card_data.get("name", "")
+    if resolved_name and resolved_name.lower() != name.strip().lower():
+        _scryfall_cache.put(resolved_name, set_code, collector_number, card_data)
+
+    return card_data
+
+
+def _enrich_from_scryfall(name: str, set_code: str = "", collector_number: str = "") -> dict:
+    """
+    Fetch card data from Scryfall (cached) and return enriched fields dict.
+    Tries set+collectorNumber first, then exact name lookup.
+    Returns empty dict on failure.
+    """
+    card_data = _fetch_scryfall_api(name, set_code, collector_number)
+
+    if not card_data or "_error" in card_data:
+        return card_data or {}
+
+    # Extract fields
+    type_line = card_data.get("type_line", "")
+    color_identity = card_data.get("color_identity", [])
+    keywords = card_data.get("keywords", [])
+
+    # Parse subtypes (after em-dash or hyphen)
+    subtypes = []
+    for sep in [" \u2014 ", " - "]:
+        if sep in type_line:
+            parts = type_line.split(sep, 1)
+            subtypes = [s.strip() for s in parts[1].split() if s.strip()]
+            break
+
+    is_legendary = 1 if "Legendary" in type_line else 0
+    is_basic = 1 if "Basic" in type_line else 0
+
+    # Get price
+    prices = card_data.get("prices", {})
+    tcg_price = 0.0
+    try:
+        price_val = prices.get("usd") or prices.get("usd_foil") or "0"
+        tcg_price = float(price_val) if price_val else 0.0
+    except (ValueError, TypeError):
+        tcg_price = 0.0
+
+    # Handle double-faced cards: oracle_text may be on card_faces
+    oracle_text = card_data.get("oracle_text", "")
+    if not oracle_text and card_data.get("card_faces"):
+        face_texts = [f.get("oracle_text", "") for f in card_data["card_faces"]]
+        oracle_text = "\n//\n".join(t for t in face_texts if t)
+
+    # Power/toughness (may be on card_faces for DFCs)
+    power = card_data.get("power", "")
+    toughness = card_data.get("toughness", "")
+    if not power and card_data.get("card_faces"):
+        power = card_data["card_faces"][0].get("power", "")
+        toughness = card_data["card_faces"][0].get("toughness", "")
+
+    # Mana cost (may be on card_faces for DFCs)
+    mana_cost = card_data.get("mana_cost", "")
+    if not mana_cost and card_data.get("card_faces"):
+        mana_cost = card_data["card_faces"][0].get("mana_cost", "")
+
+    # Auto-detect functional categories
+    auto_roles = _detect_card_roles(oracle_text, type_line, keywords)
+
+    return {
+        "name": card_data.get("name", name),
+        "type_line": type_line,
+        "subtypes": json.dumps(subtypes),
+        "is_legendary": is_legendary,
+        "is_basic": is_basic,
+        "color_identity": json.dumps(color_identity),
+        "cmc": card_data.get("cmc", 0.0),
+        "mana_cost": mana_cost,
+        "oracle_text": oracle_text,
+        "keywords": json.dumps(keywords),
+        "power": power or "",
+        "toughness": toughness or "",
+        "rarity": card_data.get("rarity", ""),
+        "set_name": card_data.get("set_name", ""),
+        "edhrec_rank": card_data.get("edhrec_rank", 0) or 0,
+        "tcg_price": tcg_price,
+        "salt_score": 0.0,
+        "is_game_changer": 0,
+        "category": json.dumps(auto_roles),
+        "scryfall_id": card_data.get("id", ""),
+        "tcgplayer_id": str(card_data.get("tcgplayer_id", "")),
+    }
+
+
+# ══════════════════════════════════════════════════════════════
+# Collection Import Endpoint
+# ══════════════════════════════════════════════════════════════
+
+@app.post("/api/collection/import")
+async def import_collection(body: dict):
+    """
+    Import cards into the collection from CSV, Moxfield, Archidekt, or plain text.
+
+    Body:
+      {
+        "source": "CSV" | "MOXFIELD" | "ARCHIDEKT" | "TEXT",
+        "mode": "MERGE" | "REPLACE",
+        "content": "...csv or text content...",
+        "mapping": { ... optional column mapping ... }
+      }
+    """
+    source = str(body.get("source", "CSV")).upper()
+    mode = str(body.get("mode", "MERGE")).upper()
+    content = str(body.get("content", ""))
+    mapping = body.get("mapping", {})
+
+    if not content.strip():
+        raise HTTPException(400, "content is required")
+
+    imported_count = 0
+    updated_count = 0
+    failed_count = 0
+    errors = []
+
+    conn = _get_db_conn()
+
+    # REPLACE mode: clear existing entries
+    if mode == "REPLACE":
+        conn.execute("DELETE FROM collection_entries")
+        conn.commit()
+
+    # Parse the content into raw rows
+    try:
+        raw_rows = _parse_csv_content(content, source, mapping if mapping else None)
+    except Exception as e:
+        raise HTTPException(400, f"Failed to parse content: {str(e)}")
+
+    for raw in raw_rows:
+        name = raw.get("name", "").strip()
+        if not name:
+            continue
+
+        quantity = int(raw.get("quantity", 1))
+        set_code = raw.get("set_code", "").lower()
+        collector_number = raw.get("collector_number", "")
+        finish = _parse_finish(raw.get("finish", ""))
+        condition = raw.get("condition", "")
+        language = raw.get("language", "")
+        notes = raw.get("notes", "")
+        tags = raw.get("tags", "")
+
+        # Scryfall enrichment
+        try:
+            enriched = _enrich_from_scryfall(name, set_code, collector_number)
+        except Exception as e:
+            errors.append(f"Scryfall error for '{name}': {str(e)}")
+            failed_count += 1
+            continue
+
+        if not enriched or "_error" in enriched:
+            err_msg = enriched.get("_error", f"Card not found on Scryfall: '{name}'") if enriched else f"Card not found on Scryfall: '{name}'"
+            errors.append(err_msg)
+            failed_count += 1
+            continue
+
+        # Use Scryfall-resolved name if available
+        resolved_name = enriched.get("name", name)
+
+        # Check for existing entry (identity key)
+        existing = conn.execute(
+            """SELECT id, quantity FROM collection_entries
+               WHERE name = ? AND set_code = ? AND collector_number = ? AND finish = ?""",
+            (resolved_name, set_code, collector_number, finish),
+        ).fetchone()
+
+        if existing and mode == "MERGE":
+            # Update quantity
+            new_qty = existing["quantity"] + quantity
+            conn.execute(
+                "UPDATE collection_entries SET quantity = ?, updated_at = datetime('now') WHERE id = ?",
+                (new_qty, existing["id"]),
+            )
+            conn.commit()
+            updated_count += 1
+        else:
+            # Insert new row
+            conn.execute(
+                """INSERT INTO collection_entries
+                   (name, type_line, subtypes, is_legendary, is_basic, color_identity,
+                    cmc, mana_cost, oracle_text, keywords,
+                    power, toughness, rarity, set_name, edhrec_rank,
+                    tcg_price, salt_score, is_game_changer,
+                    category, scryfall_id, tcgplayer_id,
+                    quantity, finish, condition, language, notes, tags,
+                    set_code, collector_number)
+                   VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)""",
+                (
+                    resolved_name,
+                    enriched.get("type_line", ""),
+                    enriched.get("subtypes", "[]"),
+                    enriched.get("is_legendary", 0),
+                    enriched.get("is_basic", 0),
+                    enriched.get("color_identity", "[]"),
+                    enriched.get("cmc", 0.0),
+                    enriched.get("mana_cost", ""),
+                    enriched.get("oracle_text", ""),
+                    enriched.get("keywords", "[]"),
+                    enriched.get("power", ""),
+                    enriched.get("toughness", ""),
+                    enriched.get("rarity", ""),
+                    enriched.get("set_name", ""),
+                    enriched.get("edhrec_rank", 0),
+                    enriched.get("tcg_price", 0.0),
+                    enriched.get("salt_score", 0.0),
+                    enriched.get("is_game_changer", 0),
+                    enriched.get("category", "[]"),
+                    enriched.get("scryfall_id", ""),
+                    enriched.get("tcgplayer_id", ""),
+                    quantity,
+                    finish,
+                    condition,
+                    language,
+                    notes,
+                    tags,
+                    set_code,
+                    collector_number,
+                ),
+            )
+            conn.commit()
+            imported_count += 1
+
+    return {
+        "importedCount": imported_count,
+        "updatedCount": updated_count,
+        "failedCount": failed_count,
+        "errors": errors,
+    }
+
+
+# ══════════════════════════════════════════════════════════════
+# Scryfall Cache Management Endpoints
+# ══════════════════════════════════════════════════════════════
+
+
+@app.get("/api/cache/scryfall")
+async def scryfall_cache_stats():
+    """Return Scryfall response cache statistics."""
+    return _scryfall_cache.stats()
+
+
+@app.delete("/api/cache/scryfall")
+async def scryfall_cache_clear():
+    """Clear all cached Scryfall responses."""
+    deleted = _scryfall_cache.clear()
+    return {"cleared": deleted, "message": f"Deleted {deleted} cached entries"}
+
+
+@app.post("/api/cache/scryfall/evict")
+async def scryfall_cache_evict_expired():
+    """Remove only expired entries (older than TTL) from the cache."""
+    evicted = _scryfall_cache.evict_expired()
+    return {"evicted": evicted, "message": f"Evicted {evicted} expired entries"}
+
+
+# ══════════════════════════════════════════════════════════════
+# Deck Builder Helpers
+# ══════════════════════════════════════════════════════════════
+
+# Type classification priority order
+_TYPE_PRIORITY = ["Land", "Instant", "Sorcery", "Artifact", "Enchantment", "Planeswalker", "Creature"]
+
+# Target ranges: {type: [min, max]}
+_TYPE_TARGETS = {
+    "Land": [36, 38],
+    "Instant": [9, 11],
+    "Sorcery": [7, 9],
+    "Artifact": [9, 11],
+    "Creature": [20, 30],
+    "Enchantment": [5, 10],
+    "Planeswalker": [0, 5],
+}
+
+
+def _classify_card_type(type_line: str) -> str:
+    """Classify a card's primary type per priority order."""
+    tl = type_line or ""
+    for t in _TYPE_PRIORITY:
+        if t in tl:
+            return t
+    return "Other"
+
+
+def _detect_card_roles(oracle_text: str, type_line: str, keywords) -> list:
+    """
+    Detect functional roles from oracle text, type line, and keywords.
+    Inspired by Archidekt auto-category system.
+    Returns a list of role strings.
+    """
+    roles = []
+    ot = (oracle_text or "").lower()
+    tl = (type_line or "").lower()
+    kw_raw = keywords or []
+    if isinstance(kw_raw, str):
+        try:
+            kw_raw = json.loads(kw_raw)
+        except Exception:
+            kw_raw = []
+    kw = " ".join(str(k).lower() for k in kw_raw)
+
+    # ── Ramp ──────────────────────────────────────────────
+    if (
+        "add {" in ot
+        or "add one mana" in ot
+        or ("search your library for a" in ot and "land" in ot)
+        or ("land" in tl and "enters" in ot and "add" in ot)
+        or "treasure token" in ot
+        or "add mana" in ot
+    ):
+        roles.append("Ramp")
+
+    # ── Draw ──────────────────────────────────────────────
+    if (
+        "draw a card" in ot
+        or "draw cards" in ot
+        or "draws a card" in ot
+        or "draw two cards" in ot
+        or "draw three cards" in ot
+        or re.search(r"draw \d+ cards?", ot)
+        or "whenever" in ot and "draw" in ot
+    ):
+        roles.append("Draw")
+
+    # ── Removal ───────────────────────────────────────────
+    if (
+        "destroy target" in ot
+        or "exile target" in ot
+        or re.search(r"deals? \d+ damage to (target|any target)", ot)
+        or re.search(r"deals? x damage to (target|any target)", ot)
+        or "target creature gets -" in ot
+        or "fights target" in ot
+    ):
+        roles.append("Removal")
+
+    # ── Board Wipe ────────────────────────────────────────
+    if (
+        "destroy all" in ot
+        or "exile all" in ot
+        or re.search(r"all creatures get -\d+/-\d+", ot)
+        or re.search(r"each creature gets -\d+/-\d+", ot)
+        or ("deals" in ot and "to each creature" in ot)
+    ):
+        roles.append("Board Wipe")
+
+    # ── Anthem ────────────────────────────────────────────
+    if (
+        re.search(r"creatures? you control get \+", ot)
+        or re.search(r"creatures? you control have", ot)
+        or re.search(r"other creatures? you control get \+", ot)
+        or re.search(r"each creature you control gets? \+", ot)
+    ):
+        roles.append("Anthem")
+
+    # ── Protection ────────────────────────────────────────
+    if (
+        "hexproof" in ot or "hexproof" in kw
+        or "indestructible" in ot or "indestructible" in kw
+        or "shroud" in ot or "shroud" in kw
+        or "ward" in ot or "ward" in kw
+        or "protection from" in ot
+        or "can't be the target" in ot
+    ):
+        roles.append("Protection")
+
+    # ── Tutor ─────────────────────────────────────────────
+    if "search your library" in ot:
+        roles.append("Tutor")
+
+    # ── Counter ───────────────────────────────────────────
+    if "counter target" in ot:
+        roles.append("Counter")
+
+    # ── Token ─────────────────────────────────────────────
+    if (
+        re.search(r"create[sd]? .*token", ot)
+        or "creature token" in ot
+    ):
+        roles.append("Token")
+
+    # ── Sacrifice ─────────────────────────────────────────
+    if (
+        "sacrifice a " in ot
+        or "sacrifice another" in ot
+        or "when" in ot and "sacrifice" in ot and "dies" not in ot
+        or "each player sacrifices" in ot
+    ):
+        roles.append("Sacrifice")
+
+    # ── Recursion / Reanimate ─────────────────────────────
+    if (
+        "return" in ot and "from your graveyard" in ot
+        or "return" in ot and "from a graveyard" in ot
+        or "put" in ot and "from your graveyard" in ot and "onto the battlefield" in ot
+        or "put" in ot and "from a graveyard" in ot and "onto the battlefield" in ot
+    ):
+        roles.append("Recursion")
+
+    # ── Graveyard ─────────────────────────────────────────
+    if (
+        "graveyard" in ot
+        and ("mill" in ot or "put" in ot and "into" in ot and "graveyard" in ot)
+    ) or "mill" in kw:
+        roles.append("Graveyard")
+
+    # ── Lifegain ──────────────────────────────────────────
+    if (
+        "gain" in ot and "life" in ot
+        or "lifelink" in ot or "lifelink" in kw
+    ):
+        roles.append("Lifegain")
+
+    # ── Burn ──────────────────────────────────────────────
+    if (
+        re.search(r"deals? \d+ damage to (each|any|target) (opponent|player)", ot)
+        or "each opponent loses" in ot and "life" in ot
+        or "deals damage to each opponent" in ot
+    ):
+        roles.append("Burn")
+
+    # ── Stax ──────────────────────────────────────────────
+    if (
+        "can't cast" in ot
+        or "can't attack" in ot
+        or "can't activate" in ot
+        or "enters the battlefield tapped" in ot and "opponents" in ot
+        or "each player can't" in ot
+        or "players can't" in ot
+        or "cost {" in ot and "more to cast" in ot
+        or "cost more" in ot and "spells" in ot
+    ):
+        roles.append("Stax")
+
+    # ── Evasion ───────────────────────────────────────────
+    if (
+        "flying" in kw
+        or "trample" in kw
+        or "menace" in kw
+        or "shadow" in kw
+        or "fear" in kw
+        or "intimidate" in kw
+        or "can't be blocked" in ot
+        or "unblockable" in ot
+    ):
+        roles.append("Evasion")
+
+    # ── Finisher ──────────────────────────────────────────
+    if (
+        "you win the game" in ot
+        or "extra turn" in ot
+        or "infinite" in ot
+        or "loses the game" in ot
+        or "damage equal to" in ot and ("number" in ot or "total" in ot)
+    ):
+        roles.append("Finisher")
+
+    # ── Combo ─────────────────────────────────────────────
+    if (
+        "untap all" in ot
+        or "copy" in ot and "spell" in ot
+        or "take an extra" in ot
+        or "double" in ot and ("damage" in ot or "counters" in ot or "tokens" in ot)
+    ):
+        roles.append("Combo")
+
+    return roles
+
+
+def _get_deck_or_404(deck_id: int):
+    """Fetch a deck row or raise 404."""
+    conn = _get_db_conn()
+    row = conn.execute("SELECT * FROM decks WHERE id = ?", (deck_id,)).fetchone()
+    if not row:
+        raise HTTPException(404, f"Deck {deck_id} not found")
+    d = dict(row)
+    try:
+        d["color_identity"] = json.loads(d.get("color_identity", "[]"))
+    except Exception:
+        d["color_identity"] = []
+    return d
+
+
+def _compute_deck_analysis(deck_id: int) -> dict:
+    """
+    Build the full analysis dict for a deck.
+    Joins deck_cards with collection_entries via scryfall_id.
+    """
+    conn = _get_db_conn()
+
+    rows = conn.execute(
+        """
+        SELECT dc.id, dc.scryfall_id, dc.card_name, dc.quantity, dc.is_commander, dc.role_tag,
+               ce.type_line, ce.oracle_text, ce.keywords, ce.cmc, ce.color_identity
+        FROM deck_cards dc
+        LEFT JOIN (
+            SELECT scryfall_id, type_line, oracle_text, keywords, cmc, color_identity
+            FROM collection_entries GROUP BY scryfall_id
+        ) ce ON ce.scryfall_id = dc.scryfall_id
+        WHERE dc.deck_id = ?
+        """,
+        (deck_id,)
+    ).fetchall()
+
+    counts_by_type = {t: 0 for t in _TYPE_PRIORITY}
+    counts_by_type["Other"] = 0
+    mana_curve = {0: 0, 1: 0, 2: 0, 3: 0, 4: 0, 5: 0, "6+": 0}
+    color_pips = {"W": 0, "U": 0, "B": 0, "R": 0, "G": 0}
+    roles_count = {"Ramp": 0, "Draw": 0, "Removal": 0, "BoardWipe": 0,
+                   "Protection": 0, "Tutor": 0, "Counter": 0}
+    total_cards = 0
+
+    for row in rows:
+        qty = row["quantity"] or 1
+        total_cards += qty
+        type_line = row["type_line"] or ""
+        oracle_text = row["oracle_text"] or ""
+        keywords = row["keywords"] or "[]"
+        cmc = float(row["cmc"] or 0)
+        col_id_raw = row["color_identity"] or "[]"
+
+        card_type = _classify_card_type(type_line)
+        counts_by_type[card_type] = counts_by_type.get(card_type, 0) + qty
+
+        # Mana curve (exclude lands)
+        if card_type != "Land":
+            cmc_int = int(cmc)
+            if cmc_int >= 6:
+                mana_curve["6+"] += qty
+            else:
+                mana_curve[cmc_int] = mana_curve.get(cmc_int, 0) + qty
+
+        # Color pips from color_identity
+        try:
+            ci = json.loads(col_id_raw) if isinstance(col_id_raw, str) else col_id_raw
+        except Exception:
+            ci = []
+        for c in ci:
+            if c in color_pips:
+                color_pips[c] += qty
+
+        # Detect roles
+        card_roles = _detect_card_roles(oracle_text, type_line, keywords)
+        for role in card_roles:
+            if role in roles_count:
+                roles_count[role] += qty
+
+    # Compute deltas: current - midpoint of target range
+    deltas = {}
+    for t, (lo, hi) in _TYPE_TARGETS.items():
+        mid = (lo + hi) / 2
+        current = counts_by_type.get(t, 0)
+        delta = current - mid
+        deltas[t] = round(delta, 1)
+
+    return {
+        "counts_by_type": counts_by_type,
+        "targets": _TYPE_TARGETS,
+        "deltas": deltas,
+        "mana_curve": mana_curve,
+        "color_pips": color_pips,
+        "total_cards": total_cards,
+        "roles": roles_count,
+    }
+
+
+# ══════════════════════════════════════════════════════════════
+# Deck Builder Endpoints
+# ══════════════════════════════════════════════════════════════
+
+# ── 2.1 Deck CRUD ─────────────────────────────────────────────
+
+@app.post("/api/decks")
+async def create_deck(req: CreateDeckRequest):
+    """Create a new deck."""
+    conn = _get_db_conn()
+    color_identity_json = json.dumps(req.color_identity or [])
+    cur = conn.execute(
+        """
+        INSERT INTO decks (name, commander_scryfall_id, commander_name, color_identity, strategy_tag)
+        VALUES (?, ?, ?, ?, ?)
+        """,
+        (
+            req.name,
+            req.commander_scryfall_id or "",
+            req.commander_name or "",
+            color_identity_json,
+            req.strategy_tag or "",
+        )
+    )
+    conn.commit()
+    deck_id = cur.lastrowid
+    return _get_deck_or_404(deck_id)
+
+
+@app.get("/api/decks")
+async def list_decks_db():
+    """List all decks with card counts."""
+    conn = _get_db_conn()
+    rows = conn.execute(
+        """
+        SELECT d.*,
+               COALESCE(SUM(dc.quantity), 0) AS total_cards,
+               COUNT(dc.id) AS card_slots
+        FROM decks d
+        LEFT JOIN deck_cards dc ON dc.deck_id = d.id
+        GROUP BY d.id
+        ORDER BY d.updated_at DESC
+        """
+    ).fetchall()
+    decks = []
+    for row in rows:
+        d = dict(row)
+        try:
+            d["color_identity"] = json.loads(d.get("color_identity", "[]"))
+        except Exception:
+            d["color_identity"] = []
+        decks.append(d)
+    return {"decks": decks}
+
+
+@app.get("/api/decks/{deck_id}")
+async def get_deck(deck_id: int):
+    """Get full deck info with composition summary."""
+    deck = _get_deck_or_404(deck_id)
+    conn = _get_db_conn()
+    card_rows = conn.execute(
+        "SELECT * FROM deck_cards WHERE deck_id = ? ORDER BY is_commander DESC, card_name ASC",
+        (deck_id,)
+    ).fetchall()
+    deck["cards"] = [dict(r) for r in card_rows]
+    deck["total_cards"] = sum(r["quantity"] for r in card_rows)
+    deck["card_slots"] = len(card_rows)
+    # Composition summary by type
+    analysis = _compute_deck_analysis(deck_id)
+    deck["composition"] = analysis["counts_by_type"]
+    return deck
+
+
+@app.put("/api/decks/{deck_id}")
+async def update_deck(deck_id: int, req: UpdateDeckRequest):
+    """Update deck metadata."""
+    _get_deck_or_404(deck_id)  # ensure exists
+    conn = _get_db_conn()
+
+    updates = {}
+    if req.name is not None:
+        updates["name"] = req.name
+    if req.commander_scryfall_id is not None:
+        updates["commander_scryfall_id"] = req.commander_scryfall_id
+    if req.commander_name is not None:
+        updates["commander_name"] = req.commander_name
+    if req.color_identity is not None:
+        updates["color_identity"] = json.dumps(req.color_identity)
+    if req.strategy_tag is not None:
+        updates["strategy_tag"] = req.strategy_tag
+
+    if not updates:
+        return _get_deck_or_404(deck_id)
+
+    updates["updated_at"] = datetime.utcnow().strftime("%Y-%m-%d %H:%M:%S")
+    set_clause = ", ".join(f"{k} = ?" for k in updates)
+    conn.execute(f"UPDATE decks SET {set_clause} WHERE id = ?", list(updates.values()) + [deck_id])
+    conn.commit()
+    return _get_deck_or_404(deck_id)
+
+
+@app.delete("/api/decks/{deck_id}")
+async def delete_deck(deck_id: int):
+    """Delete a deck and all its cards (cascade)."""
+    _get_deck_or_404(deck_id)  # ensure exists
+    conn = _get_db_conn()
+    conn.execute("DELETE FROM deck_cards WHERE deck_id = ?", (deck_id,))
+    conn.execute("DELETE FROM decks WHERE id = ?", (deck_id,))
+    conn.commit()
+    return {"deleted": True, "deck_id": deck_id}
+
+
+@app.delete("/api/decks")
+async def delete_all_decks():
+    """Delete ALL decks and their cards."""
+    conn = _get_db_conn()
+    conn.execute("DELETE FROM deck_cards")
+    count = conn.execute("SELECT COUNT(*) FROM decks").fetchone()[0]
+    conn.execute("DELETE FROM decks")
+    conn.commit()
+    return {"deleted": True, "count": count}
+
+
+# ── 2.2 Deck Card Manipulation ───────────────────────────────
+
+@app.get("/api/decks/{deck_id}/cards")
+async def get_deck_cards(deck_id: int):
+    """Get all cards in a deck with joined collection data."""
+    _get_deck_or_404(deck_id)
+    conn = _get_db_conn()
+    rows = conn.execute(
+        """
+        SELECT
+            dc.id, dc.deck_id, dc.scryfall_id, dc.card_name, dc.quantity,
+            dc.is_commander, dc.role_tag,
+            ce.type_line, ce.cmc, ce.mana_cost, ce.color_identity, ce.oracle_text, ce.keywords,
+            ce.tcg_price, ce.quantity AS owned_qty, ce.is_legendary,
+            ce.salt_score, ce.is_game_changer
+        FROM deck_cards dc
+        LEFT JOIN (
+            SELECT scryfall_id, type_line, cmc, mana_cost, color_identity,
+                   oracle_text, keywords, tcg_price, quantity, is_legendary,
+                   salt_score, is_game_changer
+            FROM collection_entries
+            GROUP BY scryfall_id
+        ) ce ON ce.scryfall_id = dc.scryfall_id
+        WHERE dc.deck_id = ?
+        ORDER BY dc.is_commander DESC, dc.card_name ASC
+        """,
+        (deck_id,)
+    ).fetchall()
+    cards = []
+    for row in rows:
+        d = dict(row)
+        # Parse JSON fields
+        for f in ("color_identity", "keywords"):
+            if isinstance(d.get(f), str):
+                try:
+                    d[f] = json.loads(d[f])
+                except Exception:
+                    d[f] = []
+        d["image_url"] = (
+            f"https://api.scryfall.com/cards/{d['scryfall_id']}?format=image&version=normal"
+            if d.get("scryfall_id") else None
+        )
+        cards.append(d)
+    return {"cards": cards, "total": len(cards)}
+
+
+@app.post("/api/decks/{deck_id}/cards")
+async def add_deck_card(deck_id: int, req: AddDeckCardRequest):
+    """Add or update a card in the deck."""
+    _get_deck_or_404(deck_id)
+    conn = _get_db_conn()
+
+    # Look up card_name from collection_entries by scryfall_id, fall back to request
+    ce_row = conn.execute(
+        "SELECT name FROM collection_entries WHERE scryfall_id = ? LIMIT 1",
+        (req.scryfall_id,)
+    ).fetchone()
+    card_name = ce_row["name"] if ce_row else (req.card_name or "")
+
+    # Check if this scryfall_id is already in the deck
+    existing = conn.execute(
+        "SELECT id, quantity FROM deck_cards WHERE deck_id = ? AND scryfall_id = ?",
+        (deck_id, req.scryfall_id)
+    ).fetchone()
+
+    if existing:
+        new_qty = existing["quantity"] + (req.quantity or 1)
+        conn.execute(
+            "UPDATE deck_cards SET quantity = ?, role_tag = ?, is_commander = ? WHERE id = ?",
+            (new_qty, req.role_tag or "", req.is_commander or 0, existing["id"])
+        )
+        conn.commit()
+        row = conn.execute("SELECT * FROM deck_cards WHERE id = ?", (existing["id"],)).fetchone()
+    else:
+        cur = conn.execute(
+            """
+            INSERT INTO deck_cards (deck_id, scryfall_id, card_name, quantity, is_commander, role_tag)
+            VALUES (?, ?, ?, ?, ?, ?)
+            """,
+            (
+                deck_id, req.scryfall_id, card_name,
+                req.quantity or 1,
+                req.is_commander or 0,
+                req.role_tag or ""
+            )
+        )
+        conn.commit()
+        row = conn.execute("SELECT * FROM deck_cards WHERE id = ?", (cur.lastrowid,)).fetchone()
+
+    # Update deck updated_at
+    conn.execute("UPDATE decks SET updated_at = datetime('now') WHERE id = ?", (deck_id,))
+    conn.commit()
+    return dict(row)
+
+
+@app.delete("/api/decks/{deck_id}/cards/{card_id}")
+async def remove_deck_card(deck_id: int, card_id: int):
+    """Remove a card from a deck."""
+    _get_deck_or_404(deck_id)
+    conn = _get_db_conn()
+    row = conn.execute(
+        "SELECT id FROM deck_cards WHERE id = ? AND deck_id = ?", (card_id, deck_id)
+    ).fetchone()
+    if not row:
+        raise HTTPException(404, f"Card slot {card_id} not found in deck {deck_id}")
+    conn.execute("DELETE FROM deck_cards WHERE id = ?", (card_id,))
+    conn.execute("UPDATE decks SET updated_at = datetime('now') WHERE id = ?", (deck_id,))
+    conn.commit()
+    return {"deleted": True, "card_id": card_id, "deck_id": deck_id}
+
+
+@app.patch("/api/decks/{deck_id}/cards/{card_id}")
+async def patch_deck_card(deck_id: int, card_id: int, req: PatchDeckCardRequest):
+    """Update quantity or role_tag for a card in a deck."""
+    _get_deck_or_404(deck_id)
+    conn = _get_db_conn()
+    row = conn.execute(
+        "SELECT * FROM deck_cards WHERE id = ? AND deck_id = ?", (card_id, deck_id)
+    ).fetchone()
+    if not row:
+        raise HTTPException(404, f"Card slot {card_id} not found in deck {deck_id}")
+
+    updates = {}
+    if req.quantity is not None:
+        if req.quantity < 1:
+            raise HTTPException(400, "quantity must be >= 1")
+        updates["quantity"] = req.quantity
+    if req.role_tag is not None:
+        updates["role_tag"] = req.role_tag
+
+    if updates:
+        set_clause = ", ".join(f"{k} = ?" for k in updates)
+        conn.execute(
+            f"UPDATE deck_cards SET {set_clause} WHERE id = ?",
+            list(updates.values()) + [card_id]
+        )
+        conn.execute("UPDATE decks SET updated_at = datetime('now') WHERE id = ?", (deck_id,))
+        conn.commit()
+
+    updated = conn.execute("SELECT * FROM deck_cards WHERE id = ?", (card_id,)).fetchone()
+    return dict(updated)
+
+
+# ── 2.3 Deck Analysis ────────────────────────────────────────────
+
+@app.get("/api/decks/{deck_id}/analysis")
+async def deck_analysis(deck_id: int):
+    """Analyze deck composition — type counts, mana curve, color pips, roles, targets, deltas."""
+    _get_deck_or_404(deck_id)
+    return _compute_deck_analysis(deck_id)
+
+
+# ── 2.5 Recommendations from Collection ───────────────────────
+
+@app.get("/api/decks/{deck_id}/recommended-from-collection")
+async def recommend_from_collection(deck_id: int, max_results: int = 20, roles: Optional[str] = None):
+    """
+    Recommend cards from the user's collection for a deck.
+    Finds shortfalls, then scores owned cards by how well they fit.
+    """
+    deck = _get_deck_or_404(deck_id)
+    deck_color_identity = deck.get("color_identity", [])
+    conn = _get_db_conn()
+
+    # Run analysis to find shortfalls
+    analysis = _compute_deck_analysis(deck_id)
+    deltas = analysis["deltas"]
+    counts_by_type = analysis["counts_by_type"]
+
+    # Find types that are below their target midpoint (shortfall)
+    shortfall_types = set()
+    for t, delta in deltas.items():
+        lo, hi = _TYPE_TARGETS.get(t, [0, 0])
+        if counts_by_type.get(t, 0) < lo:
+            shortfall_types.add(t)
+
+    # Get scryfall_ids already in deck to exclude
+    in_deck_ids = set(
+        r["scryfall_id"] for r in
+        conn.execute("SELECT scryfall_id FROM deck_cards WHERE deck_id = ?", (deck_id,)).fetchall()
+    )
+
+    # Parse role filter
+    role_filter = [r.strip() for r in roles.split(",") if r.strip()] if roles else []
+
+    # Query collection for candidate cards
+    coll_rows = conn.execute(
+        "SELECT * FROM collection_entries WHERE quantity > 0"
+    ).fetchall()
+
+    scored = []
+    for row in coll_rows:
+        card = _row_to_dict(row)
+        card_id = card.get("scryfall_id", "")
+
+        # Skip cards already in deck
+        if card_id in in_deck_ids:
+            continue
+
+        # Color identity check: all card colors must be in deck colors
+        card_ci = card.get("color_identity", [])
+        if isinstance(card_ci, str):
+            try:
+                card_ci = json.loads(card_ci)
+            except Exception:
+                card_ci = []
+        if deck_color_identity and card_ci:
+            if not all(c in deck_color_identity for c in card_ci):
+                continue
+
+        type_line = card.get("type_line", "")
+        oracle_text = card.get("oracle_text", "")
+        keywords = card.get("keywords", [])
+        card_type = _classify_card_type(type_line)
+        card_roles = _detect_card_roles(oracle_text, type_line, keywords)
+
+        # Role filter
+        if role_filter and not any(r in card_roles for r in role_filter):
+            continue
+
+        # Scoring
+        score = 0
+        # +3 if card type is in shortfall
+        if card_type in shortfall_types:
+            score += 3
+        # +2 per matching role
+        for r in card_roles:
+            if r in ("Ramp", "Draw", "Removal", "BoardWipe"):
+                score += 2
+            else:
+                score += 1
+        # +1 for lower CMC (curve fit)
+        cmc = float(card.get("cmc", 0))
+        if cmc <= 3:
+            score += 1
+
+        scored.append({
+            "id": card.get("id"),
+            "scryfall_id": card_id,
+            "name": card.get("name"),
+            "type_line": type_line,
+            "card_type": card_type,
+            "cmc": cmc,
+            "color_identity": card_ci,
+            "owned_qty": card.get("quantity", 0),
+            "roles": card_roles,
+            "score": score,
+            "image_url": f"https://api.scryfall.com/cards/{card_id}?format=image&version=normal" if card_id else None,
+        })
+
+    scored.sort(key=lambda x: x["score"], reverse=True)
+
+    # Group by type
+    grouped = {}
+    for card in scored[:max_results]:
+        ct = card["card_type"]
+        grouped.setdefault(ct, []).append(card)
+
+    return {
+        "shortfall_types": list(shortfall_types),
+        "role_filter": role_filter,
+        "grouped": grouped,
+        "total": len(scored[:max_results]),
+    }
+
+
+# ── 2.6 EDHREC-style Recommendations ────────────────────────
+
+@app.get("/api/decks/{deck_id}/edh-recs")
+async def deck_edh_recs(deck_id: int, only_owned: bool = False, max_results: int = 30):
+    """
+    Fetch EDHREC average deck recommendations for this deck's commander.
+    Cross-references with collection for owned status.
+    """
+    deck = _get_deck_or_404(deck_id)
+    commander_name = deck.get("commander_name", "")
+    if not commander_name:
+        raise HTTPException(400, "Deck has no commander_name set. Update the deck first.")
+
+    # Cache check
+    cache_key = f"edhrec:avg:{_to_edhrec_slug(commander_name)}"
+    cached_profile = _edhrec_cache_get(cache_key)
+    if cached_profile is None:
+        try:
+            cached_profile = _fetch_edhrec_average(commander_name)
+            _edhrec_cache_set(cache_key, cached_profile)
+        except Exception as e:
+            raise HTTPException(502, f"Failed to fetch EDHREC data for '{commander_name}': {str(e)}")
+
+    edhrec_profile = cached_profile
+    mainboard = edhrec_profile.get("mainboard", {})
+
+    conn = _get_db_conn()
+
+    # Get cards already in deck
+    in_deck_names = set(
+        r["card_name"].lower() for r in
+        conn.execute("SELECT card_name FROM deck_cards WHERE deck_id = ?", (deck_id,)).fetchall()
+    )
+
+    # Build collection lookup: name (lower) -> {owned, qty, scryfall_id}
+    coll_rows = conn.execute(
+        "SELECT name, quantity, scryfall_id FROM collection_entries"
+    ).fetchall()
+    coll_map = {}
+    for r in coll_rows:
+        key = r["name"].lower()
+        existing = coll_map.get(key)
+        if not existing or r["quantity"] > existing["qty"]:
+            coll_map[key] = {"owned": True, "qty": r["quantity"], "scryfall_id": r["scryfall_id"]}
+
+    # Also look up card details from collection_entries for type/role
+    coll_details = {}
+    for r in conn.execute("SELECT name, type_line, oracle_text, keywords, scryfall_id FROM collection_entries").fetchall():
+        key = r["name"].lower()
+        if key not in coll_details:
+            coll_details[key] = dict(r)
+
+    results = []
+    for card_name in mainboard:
+        name_lower = card_name.lower()
+        # Skip cards already in deck
+        if name_lower in in_deck_names:
+            continue
+
+        owned_info = coll_map.get(name_lower, {"owned": False, "qty": 0, "scryfall_id": ""})
+
+        if only_owned and not owned_info["owned"]:
+            continue
+
+        # Get type/role from collection if available
+        details = coll_details.get(name_lower, {})
+        type_line = details.get("type_line", "")
+        oracle_text = details.get("oracle_text", "")
+        keywords = details.get("keywords", "[]")
+        card_roles = _detect_card_roles(oracle_text, type_line, keywords)
+        scryfall_id = owned_info.get("scryfall_id") or details.get("scryfall_id", "")
+
+        results.append({
+            "name": card_name,
+            "type_line": type_line,
+            "role": card_roles[0] if card_roles else "Other",
+            "roles": card_roles,
+            "inclusion_pct": None,  # EDHREC average doesn't expose % directly in this path
+            "synergy_score": None,
+            "owned": owned_info["owned"],
+            "owned_qty": owned_info["qty"],
+            "scryfall_id": scryfall_id,
+            "image_url": f"https://api.scryfall.com/cards/{scryfall_id}?format=image&version=normal" if scryfall_id else None,
+        })
+
+    return {
+        "commander": commander_name,
+        "source": "EDHREC Average",
+        "total": len(results[:max_results]),
+        "recommendations": results[:max_results],
+    }
+
+
+# ── 2.7 Bulk Add Operations ────────────────────────────────
+
+def _check_ratio_limit(deck_id: int, card_type: str, count_to_add: int = 1) -> bool:
+    """
+    Return True if adding count_to_add cards of card_type stays within target max.
+    """
+    analysis = _compute_deck_analysis(deck_id)
+    current = analysis["counts_by_type"].get(card_type, 0)
+    target_max = _TYPE_TARGETS.get(card_type, [0, 9999])[1]
+    return (current + count_to_add) <= target_max
+
+
+@app.post("/api/decks/{deck_id}/bulk-add")
+async def bulk_add_cards(deck_id: int, req: BulkAddRequest):
+    """
+    Bulk-add cards to a deck by scryfall_id.
+    If respect_ratios, skips cards of a type when the target max is already reached.
+    """
+    _get_deck_or_404(deck_id)
+    conn = _get_db_conn()
+
+    added = 0
+    skipped = 0
+    details = []
+
+    for card_entry in req.cards:
+        scryfall_id = str(card_entry.get("scryfall_id", "")).strip()
+        quantity = int(card_entry.get("quantity", 1))
+        if not scryfall_id:
+            skipped += 1
+            details.append({"scryfall_id": scryfall_id, "status": "skipped", "reason": "missing scryfall_id"})
+            continue
+
+        # Look up card name and type from collection
+        ce_row = conn.execute(
+            "SELECT name, type_line, oracle_text, keywords FROM collection_entries WHERE scryfall_id = ? LIMIT 1",
+            (scryfall_id,)
+        ).fetchone()
+        card_name = ce_row["name"] if ce_row else ""
+        type_line = ce_row["type_line"] if ce_row else ""
+        card_type = _classify_card_type(type_line)
+
+        if req.respect_ratios and not _check_ratio_limit(deck_id, card_type, quantity):
+            skipped += 1
+            details.append({
+                "scryfall_id": scryfall_id,
+                "name": card_name,
+                "card_type": card_type,
+                "status": "skipped",
+                "reason": f"Type '{card_type}' at or above target max",
+            })
+            continue
+
+        # Upsert
+        existing = conn.execute(
+            "SELECT id, quantity FROM deck_cards WHERE deck_id = ? AND scryfall_id = ?",
+            (deck_id, scryfall_id)
+        ).fetchone()
+
+        if existing:
+            conn.execute(
+                "UPDATE deck_cards SET quantity = ? WHERE id = ?",
+                (existing["quantity"] + quantity, existing["id"])
+            )
+        else:
+            conn.execute(
+                "INSERT INTO deck_cards (deck_id, scryfall_id, card_name, quantity) VALUES (?, ?, ?, ?)",
+                (deck_id, scryfall_id, card_name, quantity)
+            )
+        conn.commit()
+        added += 1
+        details.append({"scryfall_id": scryfall_id, "name": card_name, "card_type": card_type, "status": "added", "quantity": quantity})
+
+    conn.execute("UPDATE decks SET updated_at = datetime('now') WHERE id = ?", (deck_id,))
+    conn.commit()
+
+    analysis = _compute_deck_analysis(deck_id)
+    return {"added": added, "skipped": skipped, "details": details, "analysis": analysis}
+
+
+@app.post("/api/decks/{deck_id}/bulk-add-recommended")
+async def bulk_add_recommended(deck_id: int, req: BulkAddRecommendedRequest):
+    """
+    Fetch recommendations from 'collection' or 'edhrec', filter, and bulk-add to deck.
+    """
+    _get_deck_or_404(deck_id)
+    conn = _get_db_conn()
+
+    source = (req.source or "collection").lower()
+    type_filter = [t.strip() for t in req.types] if req.types else []
+    role_filter = [r.strip() for r in req.roles] if req.roles else []
+
+    candidates = []
+
+    if source == "collection":
+        # Reuse the recommend_from_collection logic
+        deck = _get_deck_or_404(deck_id)
+        deck_color_identity = deck.get("color_identity", [])
+        analysis = _compute_deck_analysis(deck_id)
+        counts_by_type = analysis["counts_by_type"]
+        shortfall_types = {t for t, (lo, _) in _TYPE_TARGETS.items() if counts_by_type.get(t, 0) < lo}
+
+        in_deck_ids = set(
+            r["scryfall_id"] for r in
+            conn.execute("SELECT scryfall_id FROM deck_cards WHERE deck_id = ?", (deck_id,)).fetchall()
+        )
+        coll_rows = conn.execute("SELECT * FROM collection_entries WHERE quantity > 0").fetchall()
+        for row in coll_rows:
+            card = _row_to_dict(row)
+            cid = card.get("scryfall_id", "")
+            if cid in in_deck_ids:
+                continue
+            card_ci = card.get("color_identity", [])
+            if isinstance(card_ci, str):
+                try:
+                    card_ci = json.loads(card_ci)
+                except Exception:
+                    card_ci = []
+            if deck_color_identity and card_ci:
+                if not all(c in deck_color_identity for c in card_ci):
+                    continue
+            tl = card.get("type_line", "")
+            ct = _classify_card_type(tl)
+            card_roles = _detect_card_roles(card.get("oracle_text", ""), tl, card.get("keywords", []))
+            if type_filter and ct not in type_filter:
+                continue
+            if role_filter and not any(r in card_roles for r in role_filter):
+                continue
+            candidates.append({"scryfall_id": cid, "card_type": ct, "quantity": 1})
+
+    elif source == "edhrec":
+        deck = _get_deck_or_404(deck_id)
+        commander_name = deck.get("commander_name", "")
+        if not commander_name:
+            raise HTTPException(400, "Deck has no commander_name set")
+        try:
+            edhrec_profile = _fetch_edhrec_average(commander_name)
+        except Exception as e:
+            raise HTTPException(502, f"EDHREC fetch failed: {e}")
+        mainboard = edhrec_profile.get("mainboard", {})
+        in_deck_names = set(
+            r["card_name"].lower() for r in
+            conn.execute("SELECT card_name FROM deck_cards WHERE deck_id = ?", (deck_id,)).fetchall()
+        )
+        coll_rows = conn.execute("SELECT name, scryfall_id, type_line, oracle_text, keywords, quantity FROM collection_entries").fetchall()
+        coll_map = {r["name"].lower(): dict(r) for r in coll_rows}
+
+        for card_name in mainboard:
+            name_lower = card_name.lower()
+            if name_lower in in_deck_names:
+                continue
+            coll_info = coll_map.get(name_lower)
+            if req.only_owned and not coll_info:
+                continue
+            if not coll_info:
+                continue  # can't add without scryfall_id
+            scryfall_id = coll_info.get("scryfall_id", "")
+            if not scryfall_id:
+                continue
+            tl = coll_info.get("type_line", "")
+            ct = _classify_card_type(tl)
+            card_roles = _detect_card_roles(coll_info.get("oracle_text", ""), tl, coll_info.get("keywords", []))
+            if type_filter and ct not in type_filter:
+                continue
+            if role_filter and not any(r in card_roles for r in role_filter):
+                continue
+            candidates.append({"scryfall_id": scryfall_id, "card_type": ct, "quantity": 1})
+    else:
+        raise HTTPException(400, f"Unknown source '{source}'. Use 'collection' or 'edhrec'.")
+
+    # Now bulk-add candidates
+    added = 0
+    skipped = 0
+    details = []
+
+    for c in candidates:
+        scryfall_id = c["scryfall_id"]
+        card_type = c["card_type"]
+        quantity = c["quantity"]
+
+        if req.respect_ratios and not _check_ratio_limit(deck_id, card_type, quantity):
+            skipped += 1
+            details.append({"scryfall_id": scryfall_id, "card_type": card_type, "status": "skipped", "reason": "ratio limit"})
+            continue
+
+        ce_row = conn.execute(
+            "SELECT name FROM collection_entries WHERE scryfall_id = ? LIMIT 1", (scryfall_id,)
+        ).fetchone()
+        card_name = ce_row["name"] if ce_row else ""
+
+        existing = conn.execute(
+            "SELECT id, quantity FROM deck_cards WHERE deck_id = ? AND scryfall_id = ?",
+            (deck_id, scryfall_id)
+        ).fetchone()
+        if existing:
+            conn.execute(
+                "UPDATE deck_cards SET quantity = ? WHERE id = ?",
+                (existing["quantity"] + quantity, existing["id"])
+            )
+        else:
+            conn.execute(
+                "INSERT INTO deck_cards (deck_id, scryfall_id, card_name, quantity) VALUES (?, ?, ?, ?)",
+                (deck_id, scryfall_id, card_name, quantity)
+            )
+        conn.commit()
+        added += 1
+        details.append({"scryfall_id": scryfall_id, "name": card_name, "card_type": card_type, "status": "added"})
+
+    conn.execute("UPDATE decks SET updated_at = datetime('now') WHERE id = ?", (deck_id,))
+    conn.commit()
+
+    analysis = _compute_deck_analysis(deck_id)
+    return {"added": added, "skipped": skipped, "details": details, "analysis": analysis}
+
+
+# ── 2.9 Simulation Export ───────────────────────────────────
+
+@app.post("/api/decks/{deck_id}/export-to-sim")
+async def export_deck_to_sim(deck_id: int):
+    """
+    Export a deck to Forge .dck format and save to the Forge decks directory.
+    Returns the deck name for use in simulations.
+    """
+    deck = _get_deck_or_404(deck_id)
+    conn = _get_db_conn()
+
+    card_rows = conn.execute(
+        "SELECT card_name, quantity, is_commander FROM deck_cards WHERE deck_id = ? ORDER BY is_commander DESC, card_name ASC",
+        (deck_id,)
+    ).fetchall()
+
+    if not card_rows:
+        raise HTTPException(400, "Deck has no cards to export")
+
+    # Build .dck content
+    lines = ["[metadata]"]
+    deck_name = deck.get("name", f"Deck {deck_id}")
+    lines.append(f"Name={deck_name}")
+    lines.append("")
+
+    commanders = [r for r in card_rows if r["is_commander"]]
+    mainboard = [r for r in card_rows if not r["is_commander"]]
+
+    lines.append("[Commander]")
+    for r in commanders:
+        name = r["card_name"] or "Unknown"
+        qty = r["quantity"] or 1
+        lines.append(f"{qty} {name}")
+
+    lines.append("")
+    lines.append("[Main]")
+    for r in mainboard:
+        name = r["card_name"] or "Unknown"
+        qty = r["quantity"] or 1
+        lines.append(f"{qty} {name}")
+
+    content = "\n".join(lines)
+
+    # Determine save directory
+    safe_name = re.sub(r"[^a-zA-Z0-9 _-]", "", deck_name).replace(" ", "_").strip()
+    if not safe_name:
+        safe_name = f"deck_{deck_id}"
+
+    save_dir = CFG.forge_decks_dir
+    if not save_dir or not os.path.isdir(save_dir):
+        save_dir = os.path.join(os.path.dirname(__file__), "exported-decks")
+        os.makedirs(save_dir, exist_ok=True)
+
+    out_path = Path(save_dir) / f"{safe_name}.dck"
+    out_path.write_text(content, encoding="utf-8")
+    log_deckgen.info(f"  Exported deck {deck_id} to {out_path}")
+
+    return {
+        "success": True,
+        "deckName": safe_name,
+        "dckFile": str(out_path),
+        "totalCards": sum(r["quantity"] for r in card_rows),
+        "commanderCount": len(commanders),
+        "mainboardCount": len(mainboard),
+    }
+
+
+# ══════════════════════════════════════════════════════════════
+# Deck Import Endpoint
+# ══════════════════════════════════════════════════════════════
+
+
+def _parse_decklist_text(text: str) -> dict:
+    """
+    Parse a decklist from text. Supports:
+      - Forge .dck format with [Commander], [Deck], [Main] sections
+      - MTGA format: 1 Card Name
+      - Plain: Card Name (assumed qty 1)
+      - Lines starting with // or # are comments
+    Returns { 'commanders': [{'name': str, 'qty': int}], 'cards': [{'name': str, 'qty': int}] }
+    """
+    commanders = []
+    cards = []
+    section = 'main'  # default section
+
+    for raw_line in text.splitlines():
+        line = raw_line.strip()
+        if not line or line.startswith('//') or line.startswith('#'):
+            continue
+
+        # Section headers
+        low = line.lower()
+        if low.startswith('[commander'):
+            section = 'commander'
+            continue
+        if low.startswith('[deck') or low.startswith('[main') or low.startswith('[mainboard'):
+            section = 'main'
+            continue
+        if low.startswith('[sideboard') or low.startswith('[side') or low.startswith('[metadata'):
+            section = 'skip'
+            continue
+        if low.startswith('['):
+            # Unknown section, treat as main
+            section = 'main'
+            continue
+
+        if section == 'skip':
+            continue
+
+        # Parse quantity + name
+        m = re.match(r'^(\d+)\s*[xX]?\s+(.+)$', line)
+        if m:
+            qty = int(m.group(1))
+            name = m.group(2).strip()
+        else:
+            qty = 1
+            name = line
+
+        # Strip set codes like "(M21)" or "(M21) 123" from MTGA exports
+        name = re.sub(r'\s*\([A-Z0-9]+\)\s*\d*\s*$', '', name).strip()
+
+        if not name:
+            continue
+
+        if section == 'commander':
+            commanders.append({'name': name, 'qty': qty})
+        else:
+            cards.append({'name': name, 'qty': qty})
+
+    return {'commanders': commanders, 'cards': cards}
+
+
+@app.post('/api/decks/{deck_id}/import')
+async def import_decklist(deck_id: int, request: FastAPIRequest):
+    """
+    Import a decklist into an existing deck. Parses text, looks up each card
+    on Scryfall, and adds them to the deck.
+
+    Body: { "text": "1 Sol Ring\n1 Cultivate..." , "clearFirst": false }
+    """
+    deck = _get_deck_or_404(deck_id)
+    body = await request.json()
+    text = body.get('text', '')
+    clear_first = body.get('clearFirst', False)
+
+    if not text.strip():
+        return JSONResponse({'error': 'No decklist text provided'}, status_code=400)
+
+    parsed = _parse_decklist_text(text)
+    all_entries = []
+    for c in parsed['commanders']:
+        all_entries.append({**c, 'is_commander': True})
+    for c in parsed['cards']:
+        all_entries.append({**c, 'is_commander': False})
+
+    if not all_entries:
+        return JSONResponse({'error': 'No cards found in decklist'}, status_code=400)
+
+    conn = _get_db_conn()
+
+    # Optionally clear existing cards
+    if clear_first:
+        conn.execute('DELETE FROM deck_cards WHERE deck_id = ?', (deck_id,))
+        conn.commit()
+
+    added = 0
+    failed = []
+    results = []
+
+    for entry in all_entries:
+        name = entry['name']
+        qty = entry['qty']
+        is_cmd = entry['is_commander']
+
+        # Look up on Scryfall
+        sf = _scryfall_fuzzy_lookup(name)
+        if not sf:
+            failed.append(name)
+            results.append({'name': name, 'status': 'not_found'})
+            continue
+
+        scryfall_id = sf.get('id', '')
+        resolved_name = sf.get('name', name)
+
+        # Check if already in deck
+        existing = conn.execute(
+            'SELECT id, quantity FROM deck_cards WHERE deck_id = ? AND scryfall_id = ?',
+            (deck_id, scryfall_id)
+        ).fetchone()
+
+        if existing:
+            conn.execute(
+                'UPDATE deck_cards SET quantity = ?, is_commander = ? WHERE id = ?',
+                (existing['quantity'] + qty, 1 if is_cmd else existing.get('is_commander', 0), existing['id'])
+            )
+        else:
+            conn.execute(
+                'INSERT INTO deck_cards (deck_id, scryfall_id, card_name, quantity, is_commander) VALUES (?, ?, ?, ?, ?)',
+                (deck_id, scryfall_id, resolved_name, qty, 1 if is_cmd else 0)
+            )
+        conn.commit()
+        added += 1
+        results.append({'name': resolved_name, 'qty': qty, 'status': 'added', 'isCommander': is_cmd})
+
+    # Update commander on deck record if we found one
+    cmd_entries = [r for r in results if r.get('isCommander')]
+    if cmd_entries:
+        cmd_name = cmd_entries[0]['name']
+        # Look up scryfall_id from the deck_cards we just inserted
+        cmd_row = conn.execute(
+            'SELECT scryfall_id FROM deck_cards WHERE deck_id = ? AND is_commander = 1 LIMIT 1',
+            (deck_id,)
+        ).fetchone()
+        cmd_sf_id = cmd_row['scryfall_id'] if cmd_row else ''
+        conn.execute(
+            'UPDATE decks SET commander_name = ?, commander_scryfall_id = ?, updated_at = datetime(\'now\') WHERE id = ?',
+            (cmd_name, cmd_sf_id, deck_id)
+        )
+    else:
+        conn.execute("UPDATE decks SET updated_at = datetime('now') WHERE id = ?", (deck_id,))
+    conn.commit()
+
+    return {
+        'added': added,
+        'failed': len(failed),
+        'failedNames': failed,
+        'total': len(all_entries),
+        'results': results,
+    }
+
+
+@app.post('/api/decks/import-new')
+async def import_decklist_new(request: FastAPIRequest):
+    """
+    Import a decklist as a brand-new deck. Creates the deck, then imports cards.
+
+    Body: { "text": "...", "name": "My Deck" }
+    """
+    body = await request.json()
+    text = body.get('text', '')
+    deck_name = body.get('name', '').strip()
+
+    if not text.strip():
+        return JSONResponse({'error': 'No decklist text provided'}, status_code=400)
+
+    parsed = _parse_decklist_text(text)
+    all_entries = []
+    for c in parsed['commanders']:
+        all_entries.append({**c, 'is_commander': True})
+    for c in parsed['cards']:
+        all_entries.append({**c, 'is_commander': False})
+
+    if not all_entries:
+        return JSONResponse({'error': 'No cards found in decklist'}, status_code=400)
+
+    # Auto-name from first commander if no name given
+    if not deck_name:
+        cmd = parsed['commanders'][0]['name'] if parsed['commanders'] else None
+        deck_name = cmd or 'Imported Deck'
+
+    conn = _get_db_conn()
+    cur = conn.execute(
+        "INSERT INTO decks (name, created_at, updated_at) VALUES (?, datetime('now'), datetime('now'))",
+        (deck_name,)
+    )
+    conn.commit()
+    new_deck_id = cur.lastrowid
+
+    # Set commander on the deck if we have one
+    first_cmd_scryfall = None
+    first_cmd_name = None
+
+    added = 0
+    failed = []
+
+    for entry in all_entries:
+        name = entry['name']
+        qty = entry['qty']
+        is_cmd = entry['is_commander']
+
+        sf = _scryfall_fuzzy_lookup(name)
+        if not sf:
+            failed.append(name)
+            continue
+
+        scryfall_id = sf.get('id', '')
+        resolved_name = sf.get('name', name)
+
+        if is_cmd and not first_cmd_scryfall:
+            first_cmd_scryfall = scryfall_id
+            first_cmd_name = resolved_name
+
+        conn.execute(
+            'INSERT INTO deck_cards (deck_id, scryfall_id, card_name, quantity, is_commander) VALUES (?, ?, ?, ?, ?)',
+            (new_deck_id, scryfall_id, resolved_name, qty, 1 if is_cmd else 0)
+        )
+        conn.commit()
+        added += 1
+
+    # Update commander on deck record
+    if first_cmd_scryfall:
+        conn.execute(
+            'UPDATE decks SET commander_name = ?, commander_scryfall_id = ? WHERE id = ?',
+            (first_cmd_name, first_cmd_scryfall, new_deck_id)
+        )
+        conn.commit()
+
+    return {
+        'deckId': new_deck_id,
+        'deckName': deck_name,
+        'added': added,
+        'failed': len(failed),
+        'failedNames': failed,
+        'total': len(all_entries),
+    }
+
+
+# ══════════════════════════════════════════════════════════════
+# Card Scanner Endpoint
+# ══════════════════════════════════════════════════════════════
+
+def _scryfall_fuzzy_lookup(name: str) -> Optional[dict]:
+    """
+    Fuzzy-search Scryfall for a card name (used by the scanner pipeline).
+    Returns the raw Scryfall JSON dict, or None on failure.
+    """
+    from urllib.parse import quote
+    _scryfall_rate_limit()
+    try:
+        encoded = quote(name)
+        url = f"https://api.scryfall.com/cards/named?fuzzy={encoded}"
+        req = Request(url, headers=_API_HEADERS)
+        with urlopen(req, timeout=10) as resp:
+            data = json.loads(resp.read().decode("utf-8"))
+        if data.get("object") == "error":
+            return None
+        return data
+    except Exception:
+        return None
+
+
+@app.post("/api/collection/scan")
+async def scan_card_image(request: FastAPIRequest):
+    """
+    Scan a card image and return recognized card name(s).
+
+    Uses Ximilar Visual AI for card recognition.
+
+    Accepts multipart/form-data with:
+      - file: image file (JPEG/PNG)
+      - mode: "single" (default) or "multi"
+
+    Returns:
+      { "results": [ { raw_ocr, matched_name, set_code, scryfall_id, confidence, image_uri, error, collector_number, rarity, tcgplayer_url }, ... ] }
+    """
+    try:
+        from scanner.pipeline import scan_single, scan_multi
+    except ImportError as e:
+        raise HTTPException(500, f"Scanner module not available: {e}")
+
+    # Try CFG first, then fall back to env var
+    api_key = CFG.ximilar_api_key or os.environ.get("XIMILAR_API_KEY", "")
+    if not api_key:
+        raise HTTPException(500, "Card scanner not configured. Start the server with --ximilar-key YOUR_KEY or set XIMILAR_API_KEY env var.")
+
+    # Parse multipart form
+    form = await request.form()
+    upload = form.get("file")
+    if upload is None:
+        raise HTTPException(400, "No file uploaded. Send an image as 'file' in multipart/form-data.")
+
+    mode = str(form.get("mode", "single")).lower()
+    image_bytes = await upload.read()
+
+    if len(image_bytes) == 0:
+        raise HTTPException(400, "Uploaded file is empty")
+
+    # Limit file size (20 MB)
+    if len(image_bytes) > 20 * 1024 * 1024:
+        raise HTTPException(400, "Image file too large (max 20 MB)")
+
+    log_scan.info(f"  Processing {len(image_bytes)} bytes, mode={mode} (Ximilar AI)")
+
+    if mode == "multi":
+        results = scan_multi(image_bytes, _scryfall_fuzzy_lookup, ximilar_api_key=api_key)
+    else:
+        result = scan_single(image_bytes, _scryfall_fuzzy_lookup, ximilar_api_key=api_key)
+        results = [result]
+
+    return {
+        "results": [r.to_dict() for r in results]
+    }
+
+
+@app.post("/api/collection/scan/add")
+async def scan_add_cards(body: dict):
+    """
+    Add scanned cards to the collection.
+
+    Body:
+      {
+        "cards": [
+          { "name": "Lightning Bolt", "set_code": "m11", "quantity": 1 },
+          ...
+        ]
+      }
+    """
+    cards = body.get("cards", [])
+    if not cards:
+        raise HTTPException(400, "No cards provided")
+
+    conn = _get_db_conn()
+    imported = 0
+    updated = 0
+    errors = []
+
+    for card_req in cards:
+        name = str(card_req.get("name", "")).strip()
+        if not name:
+            continue
+
+        quantity = int(card_req.get("quantity", 1))
+        set_code = str(card_req.get("set_code", "")).lower()
+        collector_number = str(card_req.get("collector_number", ""))
+        finish = "NORMAL"
+
+        try:
+            enriched = _enrich_from_scryfall(name, set_code, collector_number)
+        except Exception as e:
+            errors.append(f"Scryfall error for '{name}': {e}")
+            continue
+
+        if not enriched or "_error" in enriched:
+            err_msg = enriched.get("_error", f"Not found: '{name}'") if enriched else f"Not found: '{name}'"
+            errors.append(err_msg)
+            continue
+
+        resolved_name = enriched.get("name", name)
+
+        # Check for existing entry
+        existing = conn.execute(
+            """SELECT id, quantity FROM collection_entries
+               WHERE name = ? AND set_code = ? AND collector_number = ? AND finish = ?""",
+            (resolved_name, set_code, collector_number, finish),
+        ).fetchone()
+
+        if existing:
+            new_qty = existing["quantity"] + quantity
+            conn.execute(
+                "UPDATE collection_entries SET quantity = ?, updated_at = datetime('now') WHERE id = ?",
+                (new_qty, existing["id"]),
+            )
+            conn.commit()
+            updated += 1
+        else:
+            conn.execute(
+                """INSERT INTO collection_entries
+                   (name, type_line, subtypes, is_legendary, is_basic, color_identity,
+                    cmc, mana_cost, oracle_text, keywords,
+                    power, toughness, rarity, set_name, edhrec_rank,
+                    tcg_price, salt_score, is_game_changer,
+                    category, scryfall_id, tcgplayer_id,
+                    quantity, finish, condition, language, notes, tags,
+                    set_code, collector_number)
+                   VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)""",
+                (
+                    resolved_name,
+                    enriched.get("type_line", ""),
+                    enriched.get("subtypes", "[]"),
+                    enriched.get("is_legendary", 0),
+                    enriched.get("is_basic", 0),
+                    enriched.get("color_identity", "[]"),
+                    enriched.get("cmc", 0.0),
+                    enriched.get("mana_cost", ""),
+                    enriched.get("oracle_text", ""),
+                    enriched.get("keywords", "[]"),
+                    enriched.get("power", ""),
+                    enriched.get("toughness", ""),
+                    enriched.get("rarity", ""),
+                    enriched.get("set_name", ""),
+                    enriched.get("edhrec_rank", 0),
+                    enriched.get("tcg_price", 0.0),
+                    enriched.get("salt_score", 0.0),
+                    enriched.get("is_game_changer", 0),
+                    enriched.get("category", "[]"),
+                    enriched.get("scryfall_id", ""),
+                    enriched.get("tcgplayer_id", ""),
+                    quantity,
+                    finish,
+                    "",  # condition
+                    "",  # language
+                    "",  # notes
+                    "",  # tags
+                    set_code,
+                    collector_number,
+                ),
+            )
+            conn.commit()
+            imported += 1
+
+    return {
+        "importedCount": imported,
+        "updatedCount": updated,
+        "failedCount": len(errors),
+        "errors": errors,
+    }
+
+
+# ══════════════════════════════════════════════════════════════
+# Re-enrich Collection from Scryfall
+# ══════════════════════════════════════════════════════════════
+
+@app.post("/api/collection/re-enrich")
+async def re_enrich_collection():
+    """
+    Re-fetch Scryfall data for all collection entries to backfill
+    missing fields (mana_cost, power, toughness, rarity, set_name, edhrec_rank).
+    Also refreshes: type_line, oracle_text, keywords, cmc, color_identity, prices.
+    Runs synchronously — may take a while for large collections.
+    """
+    conn = _get_db_conn()
+    rows = conn.execute(
+        "SELECT id, name, set_code, collector_number FROM collection_entries ORDER BY id"
+    ).fetchall()
+
+    total = len(rows)
+    enriched_count = 0
+    skipped_count = 0
+    errors = []
+
+    for row in rows:
+        card_id = row["id"]
+        name = row["name"]
+        set_code = row["set_code"] or ""
+        collector_number = row["collector_number"] or ""
+
+        try:
+            data = _enrich_from_scryfall(name, set_code, collector_number)
+        except Exception as e:
+            errors.append(f"Error for '{name}': {e}")
+            skipped_count += 1
+            continue
+
+        if not data or "_error" in data:
+            err_msg = data.get("_error", f"Not found: '{name}'") if data else f"Not found: '{name}'"
+            errors.append(err_msg)
+            skipped_count += 1
+            continue
+
+        conn.execute(
+            """UPDATE collection_entries SET
+                type_line = ?, subtypes = ?, is_legendary = ?, is_basic = ?,
+                color_identity = ?, cmc = ?, mana_cost = ?,
+                oracle_text = ?, keywords = ?,
+                power = ?, toughness = ?,
+                rarity = ?, set_name = ?, edhrec_rank = ?,
+                tcg_price = ?, scryfall_id = ?, tcgplayer_id = ?,
+                category = ?,
+                updated_at = datetime('now')
+            WHERE id = ?""",
+            (
+                data.get("type_line", ""),
+                data.get("subtypes", "[]"),
+                data.get("is_legendary", 0),
+                data.get("is_basic", 0),
+                data.get("color_identity", "[]"),
+                data.get("cmc", 0.0),
+                data.get("mana_cost", ""),
+                data.get("oracle_text", ""),
+                data.get("keywords", "[]"),
+                data.get("power", ""),
+                data.get("toughness", ""),
+                data.get("rarity", ""),
+                data.get("set_name", ""),
+                data.get("edhrec_rank", 0),
+                data.get("tcg_price", 0.0),
+                data.get("scryfall_id", ""),
+                data.get("tcgplayer_id", ""),
+                data.get("category", "[]"),
+                card_id,
+            ),
+        )
+        conn.commit()
+        enriched_count += 1
+
+    return {
+        "total": total,
+        "enrichedCount": enriched_count,
+        "skippedCount": skipped_count,
+        "errors": errors[:50],  # cap error list
+    }
+
+
+# ══════════════════════════════════════════════════════════════
+# Auto-Classify Collection
+# ══════════════════════════════════════════════════════════════
+
+@app.post("/api/collection/auto-classify")
+async def auto_classify_collection():
+    """
+    Run auto-classification on all collection entries.
+    Uses oracle_text, type_line, and keywords to detect functional roles
+    (Ramp, Draw, Removal, Board Wipe, Anthem, Stax, etc.).
+    Only updates cards whose current category is empty or '[]'.
+    """
+    conn = _get_db_conn()
+    rows = conn.execute(
+        "SELECT id, oracle_text, type_line, keywords, category FROM collection_entries ORDER BY id"
+    ).fetchall()
+
+    total = len(rows)
+    classified_count = 0
+    skipped_count = 0
+
+    for row in rows:
+        card_id = row["id"]
+        existing_cats = row["category"] or "[]"
+
+        # Parse existing categories
+        try:
+            cats = json.loads(existing_cats)
+        except Exception:
+            cats = []
+
+        # Skip cards that already have manually-set categories
+        if cats:
+            skipped_count += 1
+            continue
+
+        oracle_text = row["oracle_text"] or ""
+        type_line = row["type_line"] or ""
+        keywords = row["keywords"] or "[]"
+
+        roles = _detect_card_roles(oracle_text, type_line, keywords)
+
+        if roles:
+            conn.execute(
+                "UPDATE collection_entries SET category = ?, updated_at = datetime('now') WHERE id = ?",
+                (json.dumps(roles), card_id),
+            )
+            classified_count += 1
+
+    conn.commit()
+
+    return {
+        "total": total,
+        "classifiedCount": classified_count,
+        "skippedCount": skipped_count,
+        "message": f"Classified {classified_count} cards, skipped {skipped_count} (already had categories)",
+    }
+
+
+@app.post("/api/collection/auto-classify-all")
+async def auto_classify_all_collection():
+    """
+    Force re-classify ALL collection entries, overwriting existing categories.
+    """
+    conn = _get_db_conn()
+    rows = conn.execute(
+        "SELECT id, oracle_text, type_line, keywords FROM collection_entries ORDER BY id"
+    ).fetchall()
+
+    total = len(rows)
+    classified_count = 0
+
+    for row in rows:
+        card_id = row["id"]
+        oracle_text = row["oracle_text"] or ""
+        type_line = row["type_line"] or ""
+        keywords = row["keywords"] or "[]"
+
+        roles = _detect_card_roles(oracle_text, type_line, keywords)
+        conn.execute(
+            "UPDATE collection_entries SET category = ?, updated_at = datetime('now') WHERE id = ?",
+            (json.dumps(roles), card_id),
+        )
+        classified_count += 1
+
+    conn.commit()
+
+    return {
+        "total": total,
+        "classifiedCount": classified_count,
+        "message": f"Re-classified all {classified_count} cards",
+    }
+
+
+# ══════════════════════════════════════════════════════════════
+# EDHREC Recommendations Cache + Endpoint
+# ══════════════════════════════════════════════════════════════
+
+# Simple in-memory cache: {cache_key: {"data": ..., "expires": float}}
+_edhrec_cache: dict = {}
+_EDHREC_TTL = 3600  # 1 hour
+
+
+def _edhrec_cache_get(key: str):
+    entry = _edhrec_cache.get(key)
+    if entry and time.monotonic() < entry["expires"]:
+        return entry["data"]
+    return None
+
+
+def _edhrec_cache_set(key: str, data):
+    _edhrec_cache[key] = {"data": data, "expires": time.monotonic() + _EDHREC_TTL}
+
+
+@app.get("/api/collection/{cardId}/edhrec")
+async def get_card_edhrec(cardId: int):
+    """
+    Get EDHREC recommendations for a collection card.
+    For legendary creatures (potential commanders): fetch commander synergy data.
+    For other cards: fetch 'also played with' data.
+    """
+    conn = _get_db_conn()
+    row = conn.execute("SELECT * FROM collection_entries WHERE id = ?", (cardId,)).fetchone()
+    if not row:
+        raise HTTPException(404, f"Card with id {cardId} not found")
+
+    card = _row_to_dict(row)
+    name = card["name"]
+    type_line = card.get("type_line", "")
+    is_legendary = card.get("is_legendary", 0)
+
+    # Determine if it's a legendary creature (potential commander)
+    is_commander = bool(
+        is_legendary and
+        re.search(r"\bCreature\b", type_line, re.IGNORECASE)
+    )
+
+    slug = _to_edhrec_slug(name)
+    cache_key = f"edhrec:{'cmd' if is_commander else 'card'}:{slug}"
+
+    cached = _edhrec_cache_get(cache_key)
+    if cached:
+        return cached
+
+    recommendations = []
+    links = {
+        "edhrecPage": (
+            f"https://edhrec.com/commanders/{slug}"
+            if is_commander
+            else f"https://edhrec.com/cards/{slug}"
+        ),
+        "archidektSearch": f"https://archidekt.com/search/cards?q={name.replace(' ', '+')}",
+        "moxfieldSearch": f"https://www.moxfield.com/search?q={name.replace(' ', '+')}",
+    }
+
+    try:
+        if is_commander:
+            url = f"https://json.edhrec.com/pages/commanders/{slug}.json"
+        else:
+            url = f"https://json.edhrec.com/pages/cards/{slug}.json"
+
+        req = Request(url, headers=_API_HEADERS)
+        with urlopen(req, timeout=10) as resp:
+            data = json.loads(resp.read().decode("utf-8"))
+
+        if is_commander:
+            # Extract top cards from cardlists
+            container = data.get("container", {})
+            json_dict = container.get("json_dict", {})
+            for cardlist in json_dict.get("cardlists", []):
+                tag = cardlist.get("tag", "")
+                for cv in cardlist.get("cardviews", [])[:10]:
+                    rec_name = cv.get("name", "")
+                    if not rec_name:
+                        continue
+                    synergy = cv.get("synergy", 0.0)
+                    recommendations.append({
+                        "name": rec_name,
+                        "synergy": synergy,
+                        "role": tag or "Recommended",
+                    })
+        else:
+            # Extract "also played with" cards
+            container = data.get("container", {})
+            json_dict = container.get("json_dict", {})
+            for cardlist in json_dict.get("cardlists", []):
+                tag = cardlist.get("tag", "")
+                for cv in cardlist.get("cardviews", [])[:10]:
+                    rec_name = cv.get("name", "")
+                    if not rec_name:
+                        continue
+                    synergy = cv.get("synergy", 0.0)
+                    recommendations.append({
+                        "name": rec_name,
+                        "synergy": synergy,
+                        "role": tag or "Also Played With",
+                    })
+
+    except Exception as e:
+        log_deckgen.error(f"  Error fetching data for '{name}': {e}")
+        # Graceful degradation — return empty results
+
+    result = {
+        "recommendations": recommendations[:30],
+        "links": links,
+    }
+    _edhrec_cache_set(cache_key, result)
+    return result
+
+
+# ══════════════════════════════════════════════════════════════
+# Commander Meta Mapping (loaded at startup)
+# ══════════════════════════════════════════════════════════════
+
+BUILTIN_COMMANDERS = {
+    "Edgar Markov": [{"source": "edhrec", "archetype": "aggro", "colorIdentity": ["W","B","R"]}],
+    "Atraxa, Praetors' Voice": [{"source": "edhrec", "archetype": "midrange", "colorIdentity": ["W","U","B","G"]}],
+    "Korvold, Fae-Cursed King": [{"source": "edhrec", "archetype": "combo", "colorIdentity": ["B","R","G"]}],
+    "Muldrotha, the Gravetide": [{"source": "edhrec", "archetype": "midrange", "colorIdentity": ["U","B","G"]}],
+    "The Ur-Dragon": [{"source": "edhrec", "archetype": "midrange", "colorIdentity": ["W","U","B","R","G"]}],
+    "Yuriko, the Tiger's Shadow": [{"source": "edhrec", "archetype": "aggro", "colorIdentity": ["U","B"]}],
+    "Krenko, Mob Boss": [{"source": "edhrec", "archetype": "aggro", "colorIdentity": ["R"]}],
+    "Meren of Clan Nel Toth": [{"source": "edhrec", "archetype": "midrange", "colorIdentity": ["B","G"]}],
+    "Prossh, Skyraider of Kher": [{"source": "edhrec", "archetype": "combo", "colorIdentity": ["B","R","G"]}],
+    "Kaalia of the Vast": [{"source": "edhrec", "archetype": "aggro", "colorIdentity": ["W","B","R"]}],
+    "Talrand, Sky Summoner": [{"source": "edhrec", "archetype": "control", "colorIdentity": ["U"]}],
+    "Omnath, Locus of Creation": [{"source": "edhrec", "archetype": "combo", "colorIdentity": ["W","U","R","G"]}],
+    "Teysa Karlov": [{"source": "edhrec", "archetype": "combo", "colorIdentity": ["W","B"]}],
+    "Lathril, Blade of the Elves": [{"source": "edhrec", "archetype": "aggro", "colorIdentity": ["B","G"]}],
+    "Breya, Etherium Shaper": [{"source": "edhrec", "archetype": "combo", "colorIdentity": ["W","U","B","R"]}],
+}
+
+
+# ══════════════════════════════════════════════════════════════
+# Python Simulator API
+# ══════════════════════════════════════════════════════════════
+
+import threading as _threading
+import uuid as _uuid
+
+# In-memory store for simulation runs
+_sim_runs = {}  # sim_id -> { status, result, error }
+_sim_lock = _threading.Lock()
+
+
+def _run_sim_thread_v2(sim_id: str, card_data: list[dict], num_games: int, deck_name: str, record_logs: bool):
+    """Background thread for simulations with full card data from the DB."""
+    try:
+        import sys, os
+        src_dir = os.path.join(os.path.dirname(os.path.abspath(__file__)), 'src')
+        if src_dir not in sys.path:
+            sys.path.insert(0, src_dir)
+
+        from commander_ai_lab.sim.models import Card
+        from commander_ai_lab.sim.engine import GameEngine
+        from commander_ai_lab.sim.rules import enrich_card
+        from commander_ai_lab.lab.experiments import _generate_training_deck
+
+        with _sim_lock:
+            _sim_runs[sim_id]['status'] = 'running'
+
+        # Build deck with real card data from DB
+        deck_a = []
+        for cd in card_data:
+            c = Card(name=cd['name'])
+            if cd.get('type_line'):
+                c.type_line = cd['type_line']
+            if cd.get('cmc'):
+                c.cmc = float(cd['cmc'])
+            if cd.get('power') and cd.get('toughness'):
+                c.power = str(cd['power'])
+                c.toughness = str(cd['toughness'])
+                c.pt = c.power + '/' + c.toughness
+            if cd.get('oracle_text'):
+                c.oracle_text = cd['oracle_text']
+            if cd.get('mana_cost'):
+                c.mana_cost = cd['mana_cost']
+            if cd.get('keywords'):
+                kw = cd['keywords']
+                if isinstance(kw, str):
+                    try:
+                        import json as _json
+                        kw = _json.loads(kw)
+                    except Exception:
+                        kw = []
+                if isinstance(kw, list):
+                    c.keywords = kw
+            # Enrich fills in flags like is_removal, is_ramp, is_board_wipe
+            enrich_card(c)
+            deck_a.append(c)
+
+        deck_b = _generate_training_deck()
+
+        engine = GameEngine(max_turns=25, record_log=record_logs)
+        import time
+        start = time.time()
+
+        wins = 0
+        losses = 0
+        total_turns = 0
+        total_damage_dealt = 0
+        total_damage_received = 0
+        total_spells_cast = 0
+        total_creatures_played = 0
+        total_removal_used = 0
+        total_ramp_played = 0
+        total_cards_drawn = 0
+        total_max_board = 0
+        game_results = []
+
+        for i in range(num_games):
+            result = engine.run(deck_a, deck_b, name_a=deck_name, name_b="Training Deck")
+
+            game_data = result.to_dict()
+            game_data['gameNumber'] = i + 1
+            game_results.append(game_data)
+
+            if result.winner == 0:
+                wins += 1
+            else:
+                losses += 1
+
+            total_turns += result.turns
+            if result.player_a_stats:
+                total_damage_dealt += result.player_a_stats.damage_dealt
+                total_damage_received += result.player_a_stats.damage_received
+                total_spells_cast += result.player_a_stats.spells_cast
+                total_creatures_played += result.player_a_stats.creatures_played
+                total_removal_used += result.player_a_stats.removal_used
+                total_ramp_played += result.player_a_stats.ramp_played
+                total_cards_drawn += result.player_a_stats.cards_drawn
+                total_max_board += result.player_a_stats.max_board_size
+
+            with _sim_lock:
+                _sim_runs[sim_id]['completed'] = i + 1
+
+        elapsed = time.time() - start
+        n = num_games
+
+        summary = {
+            'deckName': deck_name,
+            'opponentName': 'Training Deck',
+            'totalGames': n,
+            'wins': wins,
+            'losses': losses,
+            'winRate': round(wins / n * 100, 1) if n > 0 else 0.0,
+            'avgTurns': round(total_turns / n, 1) if n > 0 else 0.0,
+            'avgDamageDealt': round(total_damage_dealt / n, 1) if n > 0 else 0.0,
+            'avgDamageReceived': round(total_damage_received / n, 1) if n > 0 else 0.0,
+            'avgSpellsCast': round(total_spells_cast / n, 1) if n > 0 else 0.0,
+            'avgCreaturesPlayed': round(total_creatures_played / n, 1) if n > 0 else 0.0,
+            'avgRemovalUsed': round(total_removal_used / n, 1) if n > 0 else 0.0,
+            'avgRampPlayed': round(total_ramp_played / n, 1) if n > 0 else 0.0,
+            'avgCardsDrawn': round(total_cards_drawn / n, 1) if n > 0 else 0.0,
+            'avgMaxBoardSize': round(total_max_board / n, 1) if n > 0 else 0.0,
+            'elapsedSeconds': round(elapsed, 3),
+        }
+
+        with _sim_lock:
+            _sim_runs[sim_id]['status'] = 'complete'
+            _sim_runs[sim_id]['result'] = {
+                'summary': summary,
+                'games': game_results,
+            }
+    except Exception as e:
+        import traceback
+        with _sim_lock:
+            _sim_runs[sim_id]['status'] = 'error'
+            _sim_runs[sim_id]['error'] = str(e)
+        traceback.print_exc()
+
+
+def _run_sim_thread(sim_id: str, decklist: list, num_games: int, deck_name: str, record_logs: bool):
+    """Background thread for running Monte Carlo simulations."""
+    try:
+        import sys, os
+        # Add src/ to path if needed for the simulator package
+        src_dir = os.path.join(os.path.dirname(os.path.abspath(__file__)), 'src')
+        if src_dir not in sys.path:
+            sys.path.insert(0, src_dir)
+
+        from commander_ai_lab.sim.models import Card
+        from commander_ai_lab.sim.engine import GameEngine
+        from commander_ai_lab.sim.rules import enrich_card, parse_decklist
+        from commander_ai_lab.lab.experiments import build_deck, _generate_training_deck
+
+        with _sim_lock:
+            _sim_runs[sim_id]['status'] = 'running'
+
+        deck_a = build_deck(decklist)
+        deck_b = _generate_training_deck()
+
+        engine = GameEngine(max_turns=25, record_log=record_logs)
+        import time
+        start = time.time()
+
+        wins = 0
+        losses = 0
+        total_turns = 0
+        total_damage_dealt = 0
+        total_damage_received = 0
+        total_spells_cast = 0
+        total_creatures_played = 0
+        total_removal_used = 0
+        total_ramp_played = 0
+        total_cards_drawn = 0
+        total_max_board = 0
+        game_results = []
+
+        for i in range(num_games):
+            result = engine.run(deck_a, deck_b, name_a=deck_name, name_b="Training Deck")
+
+            game_data = result.to_dict()
+            game_data['gameNumber'] = i + 1
+            game_results.append(game_data)
+
+            if result.winner == 0:
+                wins += 1
+            else:
+                losses += 1
+
+            total_turns += result.turns
+            if result.player_a_stats:
+                total_damage_dealt += result.player_a_stats.damage_dealt
+                total_damage_received += result.player_a_stats.damage_received
+                total_spells_cast += result.player_a_stats.spells_cast
+                total_creatures_played += result.player_a_stats.creatures_played
+                total_removal_used += result.player_a_stats.removal_used
+                total_ramp_played += result.player_a_stats.ramp_played
+                total_cards_drawn += result.player_a_stats.cards_drawn
+                total_max_board += result.player_a_stats.max_board_size
+
+            # Update progress
+            with _sim_lock:
+                _sim_runs[sim_id]['completed'] = i + 1
+
+        elapsed = time.time() - start
+        n = num_games
+
+        summary = {
+            'deckName': deck_name,
+            'opponentName': 'Training Deck',
+            'totalGames': n,
+            'wins': wins,
+            'losses': losses,
+            'winRate': round(wins / n * 100, 1) if n > 0 else 0.0,
+            'avgTurns': round(total_turns / n, 1) if n > 0 else 0.0,
+            'avgDamageDealt': round(total_damage_dealt / n, 1) if n > 0 else 0.0,
+            'avgDamageReceived': round(total_damage_received / n, 1) if n > 0 else 0.0,
+            'avgSpellsCast': round(total_spells_cast / n, 1) if n > 0 else 0.0,
+            'avgCreaturesPlayed': round(total_creatures_played / n, 1) if n > 0 else 0.0,
+            'avgRemovalUsed': round(total_removal_used / n, 1) if n > 0 else 0.0,
+            'avgRampPlayed': round(total_ramp_played / n, 1) if n > 0 else 0.0,
+            'avgCardsDrawn': round(total_cards_drawn / n, 1) if n > 0 else 0.0,
+            'avgMaxBoardSize': round(total_max_board / n, 1) if n > 0 else 0.0,
+            'elapsedSeconds': round(elapsed, 3),
+        }
+
+        with _sim_lock:
+            _sim_runs[sim_id]['status'] = 'complete'
+            _sim_runs[sim_id]['result'] = {
+                'summary': summary,
+                'games': game_results,
+            }
+    except Exception as e:
+        import traceback
+        with _sim_lock:
+            _sim_runs[sim_id]['status'] = 'error'
+            _sim_runs[sim_id]['error'] = str(e)
+        traceback.print_exc()
+
+
+@app.post('/api/sim/run')
+async def sim_run(request: FastAPIRequest):
+    """Start a Monte Carlo simulation with the Python engine."""
+    body = await request.json()
+    decklist = body.get('decklist', [])
+    num_games = body.get('numGames', 10)
+    deck_name = body.get('deckName', 'My Deck')
+    record_logs = body.get('recordLogs', True)
+
+    if not decklist:
+        return JSONResponse({'error': 'decklist is required'}, status_code=400)
+    if num_games < 1 or num_games > 1000:
+        return JSONResponse({'error': 'numGames must be 1-1000'}, status_code=400)
+
+    sim_id = str(_uuid.uuid4())[:8]
+    with _sim_lock:
+        _sim_runs[sim_id] = {
+            'status': 'queued',
+            'completed': 0,
+            'total': num_games,
+            'deckName': deck_name,
+            'result': None,
+            'error': None,
+        }
+
+    t = _threading.Thread(target=_run_sim_thread, args=(sim_id, decklist, num_games, deck_name, record_logs), daemon=True)
+    t.start()
+
+    return JSONResponse({'simId': sim_id, 'status': 'queued', 'total': num_games})
+
+
+@app.get('/api/sim/status')
+async def sim_status(simId: str):
+    """Poll simulation progress."""
+    with _sim_lock:
+        run = _sim_runs.get(simId)
+    if not run:
+        return JSONResponse({'error': 'sim not found'}, status_code=404)
+    return JSONResponse({
+        'simId': simId,
+        'status': run['status'],
+        'completed': run['completed'],
+        'total': run['total'],
+        'deckName': run.get('deckName', ''),
+        'error': run.get('error'),
+    })
+
+
+@app.get('/api/sim/result')
+async def sim_result(simId: str):
+    """Get completed simulation results."""
+    with _sim_lock:
+        run = _sim_runs.get(simId)
+    if not run:
+        return JSONResponse({'error': 'sim not found'}, status_code=404)
+    if run['status'] != 'complete':
+        return JSONResponse({'error': 'sim not complete', 'status': run['status']}, status_code=400)
+    return JSONResponse(run['result'])
+
+
+@app.post('/api/sim/run-from-deck')
+async def sim_run_from_deck(request: FastAPIRequest):
+    """Start simulation using a deck from the Deck Builder (by deck ID)."""
+    body = await request.json()
+    deck_id = body.get('deckId')
+    num_games = body.get('numGames', 10)
+    record_logs = body.get('recordLogs', True)
+
+    if not deck_id:
+        return JSONResponse({'error': 'deckId required'}, status_code=400)
+
+    conn = _get_db_conn()
+    cur = conn.cursor()
+    cur.execute('SELECT name FROM decks WHERE id = ?', (deck_id,))
+    row = cur.fetchone()
+    if not row:
+        return JSONResponse({'error': 'deck not found'}, status_code=404)
+    deck_name = row[0]
+
+    # Pull full card data from collection join so the sim engine has real types/stats
+    cur.execute("""
+        SELECT dc.card_name, dc.quantity,
+               ce.type_line, ce.cmc, ce.power, ce.toughness,
+               ce.oracle_text, ce.keywords, ce.mana_cost
+        FROM deck_cards dc
+        LEFT JOIN (
+            SELECT scryfall_id, type_line, cmc, power, toughness,
+                   oracle_text, keywords, mana_cost
+            FROM collection_entries GROUP BY scryfall_id
+        ) ce ON ce.scryfall_id = dc.scryfall_id
+        WHERE dc.deck_id = ?
+    """, (deck_id,))
+    card_data = []
+    for r in cur.fetchall():
+        for _ in range(r[1] or 1):
+            card_data.append({
+                'name': r[0],
+                'type_line': r[2] or '',
+                'cmc': r[3] or 0,
+                'power': r[4] or '',
+                'toughness': r[5] or '',
+                'oracle_text': r[6] or '',
+                'keywords': r[7] or '',
+                'mana_cost': r[8] or '',
+            })
+    if not card_data:
+        return JSONResponse({'error': 'deck has no cards'}, status_code=400)
+
+    sim_id = str(_uuid.uuid4())[:8]
+    with _sim_lock:
+        _sim_runs[sim_id] = {
+            'status': 'queued',
+            'completed': 0,
+            'total': num_games,
+            'deckName': deck_name,
+            'result': None,
+            'error': None,
+        }
+
+    t = _threading.Thread(target=_run_sim_thread_v2, args=(sim_id, card_data, num_games, deck_name, record_logs), daemon=True)
+    t.start()
+
+    return JSONResponse({'simId': sim_id, 'status': 'queued', 'total': num_games, 'deckName': deck_name})
+
+
+# ══════════════════════════════════════════════════════════════
+# DeepSeek AI Opponent Brain
+# ══════════════════════════════════════════════════════════════
+
+# Global DeepSeek brain instance (lazy-initialized)
+_deepseek_brain = None
+_deepseek_lock = _threading.Lock()
+
+def _get_deepseek_brain():
+    """Get or create the global DeepSeek brain instance."""
+    global _deepseek_brain
+    if _deepseek_brain is None:
+        with _deepseek_lock:
+            if _deepseek_brain is None:
+                try:
+                    import sys as _sys2, os as _os2
+                    src_dir = _os2.path.join(_os2.path.dirname(_os2.path.abspath(__file__)), 'src')
+                    if src_dir not in _sys2.path:
+                        _sys2.path.insert(0, src_dir)
+                    from commander_ai_lab.sim.deepseek_brain import DeepSeekBrain, DeepSeekConfig
+                    cfg = DeepSeekConfig()
+                    # Allow env var overrides
+                    if _os2.environ.get('DEEPSEEK_API_BASE'):
+                        cfg.api_base = _os2.environ['DEEPSEEK_API_BASE']
+                    if _os2.environ.get('DEEPSEEK_MODEL'):
+                        cfg.model = _os2.environ['DEEPSEEK_MODEL']
+                    cfg.log_dir = _os2.path.join(_os2.path.dirname(_os2.path.abspath(__file__)), 'logs', 'decisions')
+                    _deepseek_brain = DeepSeekBrain(cfg)
+                except Exception as e:
+                    log_sim.error(f'Failed to initialize brain: {e}')
+                    return None
+    return _deepseek_brain
+
+
+@app.post('/api/deepseek/connect')
+async def deepseek_connect(request: FastAPIRequest):
+    """Test connection to the DeepSeek LLM endpoint and auto-detect model."""
+    body = await request.json() if await request.body() else {}
+    api_base = body.get('apiBase', None)
+    model = body.get('model', None)
+
+    brain = _get_deepseek_brain()
+    if brain is None:
+        return JSONResponse({'error': 'DeepSeek brain failed to initialize'}, status_code=500)
+
+    # Allow runtime reconfiguration
+    if api_base:
+        brain.config.api_base = api_base
+    if model:
+        brain.config.model = model
+
+    connected = brain.check_connection()
+    return JSONResponse({
+        'connected': connected,
+        'apiBase': brain.config.api_base,
+        'model': brain.config.model,
+        'stats': brain.get_stats(),
+    })
+
+
+@app.get('/api/deepseek/status')
+async def deepseek_status():
+    """Get DeepSeek brain status and performance stats."""
+    brain = _get_deepseek_brain()
+    if brain is None:
+        return JSONResponse({'connected': False, 'error': 'Brain not initialized'})
+    return JSONResponse(brain.get_stats())
+
+
+@app.post('/api/deepseek/configure')
+async def deepseek_configure(request: FastAPIRequest):
+    """Update DeepSeek configuration at runtime."""
+    body = await request.json()
+    brain = _get_deepseek_brain()
+    if brain is None:
+        return JSONResponse({'error': 'Brain not initialized'}, status_code=500)
+
+    if 'apiBase' in body:
+        brain.config.api_base = body['apiBase']
+    if 'model' in body:
+        brain.config.model = body['model']
+    if 'temperature' in body:
+        brain.config.temperature = float(body['temperature'])
+    if 'maxTokens' in body:
+        brain.config.max_tokens = int(body['maxTokens'])
+    if 'timeout' in body:
+        brain.config.request_timeout = float(body['timeout'])
+    if 'cacheEnabled' in body:
+        brain.config.cache_enabled = bool(body['cacheEnabled'])
+    if 'logDecisions' in body:
+        brain.config.log_decisions = bool(body['logDecisions'])
+    if 'fallbackOnTimeout' in body:
+        brain.config.fallback_on_timeout = bool(body['fallbackOnTimeout'])
+
+    # Re-test connection with new settings
+    connected = brain.check_connection()
+
+    return JSONResponse({
+        'connected': connected,
+        'config': {
+            'apiBase': brain.config.api_base,
+            'model': brain.config.model,
+            'temperature': brain.config.temperature,
+            'maxTokens': brain.config.max_tokens,
+            'timeout': brain.config.request_timeout,
+            'cacheEnabled': brain.config.cache_enabled,
+            'logDecisions': brain.config.log_decisions,
+            'fallbackOnTimeout': brain.config.fallback_on_timeout,
+        },
+    })
+
+
+@app.get('/api/deepseek/logs')
+async def deepseek_logs():
+    """Get decision log stats and flush pending entries."""
+    brain = _get_deepseek_brain()
+    if brain is None:
+        return JSONResponse({'error': 'Brain not initialized'}, status_code=500)
+
+    pending = len(brain._decision_log)
+    flushed_path = None
+    if pending > 0:
+        try:
+            flushed_path = brain.flush_log()
+        except Exception as e:
+            return JSONResponse({'error': f'Failed to flush: {e}'}, status_code=500)
+
+    # List existing log files
+    import glob as _glob
+    log_dir = brain.config.log_dir
+    log_files = []
+    if log_dir and os.path.isdir(log_dir):
+        for f in sorted(_glob.glob(os.path.join(log_dir, 'decisions_*.jsonl'))):
+            stat = os.stat(f)
+            log_files.append({
+                'filename': os.path.basename(f),
+                'size_bytes': stat.st_size,
+                'modified': stat.st_mtime,
+            })
+
+    return JSONResponse({
+        'flushed': pending,
+        'flushedPath': flushed_path,
+        'logFiles': log_files[-20:],  # last 20
+    })
+
+
+def _run_sim_thread_deepseek(sim_id: str, card_data: list[dict], num_games: int, deck_name: str, record_logs: bool):
+    """Background thread for simulations using DeepSeek AI opponent."""
+    try:
+        import sys, os
+        src_dir = os.path.join(os.path.dirname(os.path.abspath(__file__)), 'src')
+        if src_dir not in sys.path:
+            sys.path.insert(0, src_dir)
+
+        from commander_ai_lab.sim.models import Card
+        from commander_ai_lab.sim.deepseek_engine import DeepSeekGameEngine
+        from commander_ai_lab.sim.rules import enrich_card
+        from commander_ai_lab.lab.experiments import _generate_training_deck
+
+        with _sim_lock:
+            _sim_runs[sim_id]['status'] = 'running'
+
+        # Build player's deck with real card data
+        deck_a = []
+        for cd in card_data:
+            c = Card(name=cd['name'])
+            if cd.get('type_line'):
+                c.type_line = cd['type_line']
+            if cd.get('cmc'):
+                c.cmc = float(cd['cmc'])
+            if cd.get('power') and cd.get('toughness'):
+                c.power = str(cd['power'])
+                c.toughness = str(cd['toughness'])
+                c.pt = c.power + '/' + c.toughness
+            if cd.get('oracle_text'):
+                c.oracle_text = cd['oracle_text']
+            if cd.get('mana_cost'):
+                c.mana_cost = cd['mana_cost']
+            if cd.get('keywords'):
+                kw = cd['keywords']
+                if isinstance(kw, str):
+                    try:
+                        import json as _json
+                        kw = _json.loads(kw)
+                    except Exception:
+                        kw = []
+                if isinstance(kw, list):
+                    c.keywords = kw
+            enrich_card(c)
+            deck_a.append(c)
+
+        deck_b = _generate_training_deck()
+
+        # Get DeepSeek brain
+        brain = _get_deepseek_brain()
+        if brain and not brain._connected:
+            brain.check_connection()
+
+        engine = DeepSeekGameEngine(
+            brain=brain,
+            ai_player_index=1,  # Training deck is player B (index 1)
+            max_turns=25,
+            record_log=record_logs,
+        )
+
+        import time
+        start = time.time()
+
+        wins = 0
+        losses = 0
+        total_turns = 0
+        total_damage_dealt = 0
+        total_damage_received = 0
+        total_spells_cast = 0
+        total_creatures_played = 0
+        total_removal_used = 0
+        total_ramp_played = 0
+        total_cards_drawn = 0
+        total_max_board = 0
+        game_results = []
+
+        for i in range(num_games):
+            game_id = f'ds-sim-{sim_id[:8]}-g{i+1}'
+            result = engine.run(deck_a, deck_b, name_a=deck_name, name_b='DeepSeek AI',
+                               game_id=game_id, archetype='midrange')
+
+            game_data = result.to_dict()
+            game_data['gameNumber'] = i + 1
+            game_results.append(game_data)
+
+            if result.winner == 0:
+                wins += 1
+            else:
+                losses += 1
+
+            total_turns += result.turns
+            if result.player_a_stats:
+                total_damage_dealt += result.player_a_stats.damage_dealt
+                total_damage_received += result.player_a_stats.damage_received
+                total_spells_cast += result.player_a_stats.spells_cast
+                total_creatures_played += result.player_a_stats.creatures_played
+                total_removal_used += result.player_a_stats.removal_used
+                total_ramp_played += result.player_a_stats.ramp_played
+                total_cards_drawn += result.player_a_stats.cards_drawn
+                total_max_board += result.player_a_stats.max_board_size
+
+            with _sim_lock:
+                _sim_runs[sim_id]['completed'] = i + 1
+
+        elapsed = time.time() - start
+        n = num_games
+
+        # Write ML decision JSONL for training pipeline
+        ml_decisions = engine.flush_ml_decisions()
+        if ml_decisions:
+            ml_jsonl_path = os.path.join('results', f'ml-decisions-sim-{sim_id[:8]}.jsonl')
+            os.makedirs('results', exist_ok=True)
+            with open(ml_jsonl_path, 'w', encoding='utf-8') as mf:
+                import json as _mljson
+                for dec in ml_decisions:
+                    mf.write(_mljson.dumps(dec) + '\n')
+
+        # Get DeepSeek stats for the summary
+        ds_stats = brain.get_stats() if brain else {}
+
+        summary = {
+            'deckName': deck_name,
+            'opponentName': 'DeepSeek AI',
+            'opponentType': 'deepseek',
+            'totalGames': n,
+            'wins': wins,
+            'losses': losses,
+            'winRate': round(wins / n * 100, 1) if n > 0 else 0.0,
+            'avgTurns': round(total_turns / n, 1) if n > 0 else 0.0,
+            'avgDamageDealt': round(total_damage_dealt / n, 1) if n > 0 else 0.0,
+            'avgDamageReceived': round(total_damage_received / n, 1) if n > 0 else 0.0,
+            'avgSpellsCast': round(total_spells_cast / n, 1) if n > 0 else 0.0,
+            'avgCreaturesPlayed': round(total_creatures_played / n, 1) if n > 0 else 0.0,
+            'avgRemovalUsed': round(total_removal_used / n, 1) if n > 0 else 0.0,
+            'avgRampPlayed': round(total_ramp_played / n, 1) if n > 0 else 0.0,
+            'avgCardsDrawn': round(total_cards_drawn / n, 1) if n > 0 else 0.0,
+            'avgMaxBoardSize': round(total_max_board / n, 1) if n > 0 else 0.0,
+            'elapsedSeconds': round(elapsed, 3),
+            'deepseekStats': ds_stats,
+        }
+
+        with _sim_lock:
+            _sim_runs[sim_id]['status'] = 'complete'
+            _sim_runs[sim_id]['result'] = {
+                'summary': summary,
+                'games': game_results,
+            }
+    except Exception as e:
+        import traceback
+        with _sim_lock:
+            _sim_runs[sim_id]['status'] = 'error'
+            _sim_runs[sim_id]['error'] = str(e)
+        traceback.print_exc()
+
+
+@app.post('/api/sim/run-deepseek')
+async def sim_run_deepseek(request: FastAPIRequest):
+    """Start simulation using DeepSeek AI as the opponent brain."""
+    body = await request.json()
+    deck_id = body.get('deckId')
+    num_games = body.get('numGames', 5)  # Default 5 (LLM is slower)
+    record_logs = body.get('recordLogs', True)
+
+    if not deck_id:
+        return JSONResponse({'error': 'deckId required'}, status_code=400)
+    if num_games < 1 or num_games > 50:
+        return JSONResponse({'error': 'numGames must be 1-50 for DeepSeek mode'}, status_code=400)
+
+    conn = _get_db_conn()
+    cur = conn.cursor()
+    cur.execute('SELECT name FROM decks WHERE id = ?', (deck_id,))
+    row = cur.fetchone()
+    if not row:
+        return JSONResponse({'error': 'deck not found'}, status_code=404)
+    deck_name = row[0]
+
+    cur.execute("""
+        SELECT dc.card_name, dc.quantity,
+               ce.type_line, ce.cmc, ce.power, ce.toughness,
+               ce.oracle_text, ce.keywords, ce.mana_cost
+        FROM deck_cards dc
+        LEFT JOIN (
+            SELECT scryfall_id, type_line, cmc, power, toughness,
+                   oracle_text, keywords, mana_cost
+            FROM collection_entries GROUP BY scryfall_id
+        ) ce ON ce.scryfall_id = dc.scryfall_id
+        WHERE dc.deck_id = ?
+    """, (deck_id,))
+    card_data = []
+    for r in cur.fetchall():
+        for _ in range(r[1] or 1):
+            card_data.append({
+                'name': r[0],
+                'type_line': r[2] or '',
+                'cmc': r[3] or 0,
+                'power': r[4] or '',
+                'toughness': r[5] or '',
+                'oracle_text': r[6] or '',
+                'keywords': r[7] or '',
+                'mana_cost': r[8] or '',
+            })
+    if not card_data:
+        return JSONResponse({'error': 'deck has no cards'}, status_code=400)
+
+    sim_id = str(_uuid.uuid4())[:8]
+    with _sim_lock:
+        _sim_runs[sim_id] = {
+            'status': 'queued',
+            'completed': 0,
+            'total': num_games,
+            'deckName': deck_name,
+            'result': None,
+            'error': None,
+        }
+
+    t = _threading.Thread(
+        target=_run_sim_thread_deepseek,
+        args=(sim_id, card_data, num_games, deck_name, record_logs),
+        daemon=True,
+    )
+    t.start()
+
+    return JSONResponse({
+        'simId': sim_id,
+        'status': 'queued',
+        'total': num_games,
+        'deckName': deck_name,
+        'opponentType': 'deepseek',
+    })
+
+
+# ══════════════════════════════════════════════════════════════
+# Auto Deck Generator
+# ══════════════════════════════════════════════════════════════
+
+
+def _resolve_commander(req: DeckGenerationRequest) -> dict:
+    """
+    Resolve commander info from a DeckGenerationRequest.
+    Returns dict with: name, scryfall_id, color_identity, type_line, mana_cost, image_url
+    """
+    conn = _get_db_conn()
+
+    # Try scryfall_id first
+    if req.commander_scryfall_id:
+        row = conn.execute(
+            "SELECT name, type_line, color_identity, mana_cost, scryfall_id FROM collection_entries WHERE scryfall_id = ? LIMIT 1",
+            (req.commander_scryfall_id,)
+        ).fetchone()
+        if row:
+            ci = row["color_identity"]
+            if isinstance(ci, str):
+                try:
+                    ci = json.loads(ci)
+                except Exception:
+                    ci = []
+            return {
+                "name": row["name"],
+                "scryfall_id": row["scryfall_id"],
+                "color_identity": ci,
+                "type_line": row["type_line"],
+                "mana_cost": row["mana_cost"] or "",
+                "image_url": f"https://api.scryfall.com/cards/{row['scryfall_id']}?format=image&version=normal",
+            }
+        # Fallback to Scryfall API
+        _scryfall_rate_limit()
+        try:
+            url = f"https://api.scryfall.com/cards/{req.commander_scryfall_id}"
+            rq = Request(url, headers={"User-Agent": "CommanderAILab/1.0", "Accept": "application/json"})
+            with urlopen(rq, timeout=15) as resp:
+                data = json.loads(resp.read().decode("utf-8"))
+            return _scryfall_to_commander(data)
+        except Exception:
+            pass
+
+    # Try name search
+    if req.commander_name:
+        name_lower = req.commander_name.strip().lower()
+        row = conn.execute(
+            "SELECT name, type_line, color_identity, mana_cost, scryfall_id FROM collection_entries WHERE LOWER(name) = ? LIMIT 1",
+            (name_lower,)
+        ).fetchone()
+        if row:
+            ci = row["color_identity"]
+            if isinstance(ci, str):
+                try:
+                    ci = json.loads(ci)
+                except Exception:
+                    ci = []
+            return {
+                "name": row["name"],
+                "scryfall_id": row["scryfall_id"],
+                "color_identity": ci,
+                "type_line": row["type_line"],
+                "mana_cost": row["mana_cost"] or "",
+                "image_url": f"https://api.scryfall.com/cards/{row['scryfall_id']}?format=image&version=normal",
+            }
+
+        # Fallback to Scryfall fuzzy search
+        _scryfall_rate_limit()
+        try:
+            import urllib.parse
+            encoded = urllib.parse.quote(req.commander_name)
+            url = f"https://api.scryfall.com/cards/named?fuzzy={encoded}"
+            rq = Request(url, headers={"User-Agent": "CommanderAILab/1.0", "Accept": "application/json"})
+            with urlopen(rq, timeout=15) as resp:
+                data = json.loads(resp.read().decode("utf-8"))
+            return _scryfall_to_commander(data)
+        except Exception:
+            pass
+
+    return None
+
+
+def _scryfall_to_commander(data: dict) -> dict:
+    """Convert Scryfall API response to commander info dict."""
+    ci = data.get("color_identity", [])
+    image_uris = data.get("image_uris", {})
+    if not image_uris and data.get("card_faces"):
+        image_uris = data["card_faces"][0].get("image_uris", {})
+    return {
+        "name": data.get("name", ""),
+        "scryfall_id": data.get("id", ""),
+        "color_identity": ci,
+        "type_line": data.get("type_line", ""),
+        "mana_cost": data.get("mana_cost", ""),
+        "image_url": image_uris.get("normal", ""),
+    }
+
+
+def _get_collection_for_colors(color_identity: list) -> list:
+    """
+    Fetch all collection cards compatible with the given color identity.
+    Returns list of dicts with card details.
+    """
+    conn = _get_db_conn()
+    rows = conn.execute(
+        "SELECT * FROM collection_entries WHERE quantity > 0"
+    ).fetchall()
+
+    valid = []
+    for row in rows:
+        card = _row_to_dict(row)
+        card_ci = card.get("color_identity", [])
+        if isinstance(card_ci, str):
+            try:
+                card_ci = json.loads(card_ci)
+            except Exception:
+                card_ci = []
+
+        # Color identity check: all card colors must be within commander's identity
+        if color_identity and card_ci:
+            if not all(c in color_identity for c in card_ci):
+                continue
+
+        # Skip if no scryfall_id
+        if not card.get("scryfall_id"):
+            continue
+
+        card["color_identity"] = card_ci
+        valid.append(card)
+
+    return valid
+
+
+def _generate_deck(req: DeckGenerationRequest) -> dict:
+    """
+    Core deck generation algorithm.
+
+    1. Resolve commander
+    2. Load collection filtered to color identity
+    3. Call enabled source adapters (stubbed)
+    4. Build candidate pool, score by role/type fit
+    5. Fill slots per target ratios, preferring owned cards
+    6. Return response dict
+    """
+    # 1. Resolve commander
+    commander = _resolve_commander(req)
+    if not commander:
+        return {"error": "Commander not found. Please check the name or Scryfall ID."}
+
+    color_identity = req.color_identity or commander.get("color_identity", [])
+    log_deckgen.info(f"  Commander: {commander['name']}, CI: {color_identity}")
+
+    # 2. Load collection
+    collection = _get_collection_for_colors(color_identity)
+    log_deckgen.info(f"  {len(collection)} cards in collection match color identity")
+
+    # 3. Call source adapters (currently stubbed)
+    template_cards = []  # list of (name, weight, source_name)
+    sources = req.sources or DeckGenerationSourceConfig()
+
+    try:
+        if sources.use_archidekt:
+            from deck_sources.archidekt_adapter import fetch_template_decks as archidekt_fetch
+            for td in archidekt_fetch(commander["name"], color_identity, {"url": sources.archidekt_url}):
+                for tc in td.cards:
+                    template_cards.append((tc.name, tc.quantity, "archidekt"))
+    except Exception as e:
+        log_deckgen.error(f"  Archidekt adapter error: {e}")
+
+    try:
+        if sources.use_edhrec:
+            from deck_sources.edhrec_adapter import fetch_template_decks as edhrec_fetch
+            for td in edhrec_fetch(commander["name"], color_identity):
+                for tc in td.cards:
+                    template_cards.append((tc.name, tc.quantity, "edhrec"))
+    except Exception as e:
+        log_deckgen.error(f"  EDHREC adapter error: {e}")
+
+    try:
+        if sources.use_moxfield:
+            from deck_sources.moxfield_adapter import fetch_template_decks as moxfield_fetch
+            for td in moxfield_fetch(commander["name"], color_identity, {"url": sources.moxfield_url}):
+                for tc in td.cards:
+                    template_cards.append((tc.name, tc.quantity, "moxfield"))
+    except Exception as e:
+        log_deckgen.error(f"  Moxfield adapter error: {e}")
+
+    try:
+        if sources.use_mtggoldfish:
+            from deck_sources.mtggoldfish_adapter import fetch_template_decks as mtggoldfish_fetch
+            for td in mtggoldfish_fetch(commander["name"], color_identity, {"url": sources.mtggoldfish_url}):
+                for tc in td.cards:
+                    template_cards.append((tc.name, tc.quantity, "mtggoldfish"))
+    except Exception as e:
+        log_deckgen.error(f"  MTGGoldfish adapter error: {e}")
+
+    # 4. Build candidate pool from collection, scored by type need
+    #    Build a map: name_lower -> card dict (deduped)
+    candidate_map = {}
+    for card in collection:
+        name = card.get("name", "")
+        if not name:
+            continue
+        key = name.lower()
+        # Skip the commander itself
+        if key == commander["name"].lower():
+            continue
+        if key not in candidate_map:
+            type_line = card.get("type_line", "")
+            card_type = _classify_card_type(type_line)
+            card_roles = _detect_card_roles(
+                card.get("oracle_text", ""),
+                type_line,
+                card.get("keywords", [])
+            )
+            candidate_map[key] = {
+                "scryfall_id": card.get("scryfall_id", ""),
+                "name": name,
+                "type_line": type_line,
+                "mana_cost": card.get("mana_cost", ""),
+                "cmc": float(card.get("cmc", 0)),
+                "card_type": card_type,
+                "roles": card_roles,
+                "source": "collection",
+                "quantity": 1,
+                "owned_qty": int(card.get("quantity", 0)),
+                "is_proxy": False,
+                "edhrec_rank": int(card.get("edhrec_rank", 99999)),
+                "image_url": f"https://api.scryfall.com/cards/{card.get('scryfall_id', '')}?format=image&version=normal"
+                             if card.get("scryfall_id") else "",
+            }
+        else:
+            # Merge quantities
+            candidate_map[key]["owned_qty"] += int(card.get("quantity", 0))
+
+    # Add template cards that aren't in collection (as potential proxies)
+    for tname, tqty, tsource in template_cards:
+        key = tname.lower()
+        if key == commander["name"].lower():
+            continue
+        if key in candidate_map:
+            # Boost priority for cards that appear in templates
+            candidate_map[key]["_template_weight"] = candidate_map[key].get("_template_weight", 0) + tqty
+            if candidate_map[key]["source"] == "collection":
+                candidate_map[key]["source"] = f"collection+{tsource}"
+        elif req.allow_proxies:
+            candidate_map[key] = {
+                "scryfall_id": "",
+                "name": tname,
+                "type_line": "",
+                "mana_cost": "",
+                "cmc": 0,
+                "card_type": "Other",
+                "roles": [],
+                "source": tsource,
+                "quantity": 1,
+                "owned_qty": 0,
+                "is_proxy": True,
+                "edhrec_rank": 99999,
+                "image_url": "",
+                "_template_weight": tqty,
+            }
+
+    # 5. Fill slots per target ratios
+    targets = {
+        "Land": req.target_land_count,
+        "Creature": req.target_creature_count,
+        "Instant": req.target_instant_count,
+        "Sorcery": req.target_sorcery_count,
+        "Artifact": req.target_artifact_count,
+        "Enchantment": req.target_enchantment_count,
+        "Planeswalker": req.target_planeswalker_count,
+    }
+
+    # Group candidates by type
+    by_type = {}
+    for card in candidate_map.values():
+        ct = card["card_type"]
+        by_type.setdefault(ct, []).append(card)
+
+    # Score and sort candidates within each type
+    for ct, cards in by_type.items():
+        for card in cards:
+            score = 0
+            # Prefer owned cards heavily
+            if card["owned_qty"] > 0:
+                score += 100
+            # Prefer cards with functional roles
+            for r in card.get("roles", []):
+                if r in ("Ramp", "Draw", "Removal", "BoardWipe"):
+                    score += 10
+                else:
+                    score += 3
+            # Prefer lower EDHREC rank (more popular cards)
+            edhrec_rank = card.get("edhrec_rank", 99999)
+            if edhrec_rank < 500:
+                score += 15
+            elif edhrec_rank < 2000:
+                score += 10
+            elif edhrec_rank < 5000:
+                score += 5
+            # Prefer cards from templates
+            score += card.get("_template_weight", 0) * 5
+            # Prefer lower CMC (curve optimization)
+            cmc = card.get("cmc", 0)
+            if cmc <= 2:
+                score += 5
+            elif cmc <= 4:
+                score += 3
+            card["_score"] = score
+        cards.sort(key=lambda x: x["_score"], reverse=True)
+
+    # Pick cards for each slot type
+    deck_cards = []
+    used_names = set()  # track by name to avoid duplicates
+
+    for card_type, target in targets.items():
+        candidates = by_type.get(card_type, [])
+        picked = 0
+        for card in candidates:
+            if picked >= target:
+                break
+            name_key = card["name"].lower()
+            if name_key in used_names:
+                continue
+            # If only collection, skip proxies
+            if req.only_cards_in_collection and card["owned_qty"] <= 0:
+                continue
+            used_names.add(name_key)
+            deck_cards.append(card)
+            picked += 1
+
+    # Fill remaining slots up to 99 (commander is #100)
+    total = sum(targets.values())
+    if total < 99:
+        remaining = 99 - len(deck_cards)
+        # Fill with best remaining cards from any type
+        all_remaining = []
+        for ct, cards in by_type.items():
+            for card in cards:
+                if card["name"].lower() not in used_names:
+                    if not req.only_cards_in_collection or card["owned_qty"] > 0:
+                        all_remaining.append(card)
+        all_remaining.sort(key=lambda x: x.get("_score", 0), reverse=True)
+        for card in all_remaining[:remaining]:
+            used_names.add(card["name"].lower())
+            deck_cards.append(card)
+    elif len(deck_cards) > 99:
+        deck_cards = deck_cards[:99]
+
+    # 6. Compute stats
+    stats = {"total": len(deck_cards) + 1, "land": 0, "nonland": 0, "by_type": {}, "owned": 0, "proxy": 0}
+    for card in deck_cards:
+        ct = card.get("card_type", "Other")
+        stats["by_type"][ct] = stats["by_type"].get(ct, 0) + 1
+        if ct == "Land":
+            stats["land"] += 1
+        else:
+            stats["nonland"] += 1
+        if card.get("owned_qty", 0) > 0:
+            stats["owned"] += 1
+        else:
+            stats["proxy"] += 1
+
+    # Clean up internal scoring keys
+    clean_cards = []
+    for card in deck_cards:
+        clean_cards.append({
+            "scryfall_id": card.get("scryfall_id", ""),
+            "name": card.get("name", ""),
+            "type_line": card.get("type_line", ""),
+            "mana_cost": card.get("mana_cost", ""),
+            "cmc": card.get("cmc", 0),
+            "card_type": card.get("card_type", "Other"),
+            "roles": card.get("roles", []),
+            "source": card.get("source", "collection"),
+            "quantity": 1,
+            "image_url": card.get("image_url", ""),
+            "owned_qty": card.get("owned_qty", 0),
+            "is_proxy": card.get("is_proxy", False),
+        })
+
+    log_deckgen.info(f"  Generated deck: {len(clean_cards)} cards + commander")
+    log_deckgen.info(f"  Stats: {stats}")
+
+    return {
+        "commander": commander,
+        "color_identity": color_identity,
+        "cards": clean_cards,
+        "stats": stats,
+        "targets": targets,
+    }
+
+
+@app.get("/api/deck-generator/config")
+async def deck_generator_config():
+    """
+    Return default ratios, supported sources, and limits.
+    Used by the frontend to prefill the generator form.
+    """
+    return {
+        "defaults": {
+            "target_land_count": 37,
+            "target_instant_count": 10,
+            "target_sorcery_count": 8,
+            "target_artifact_count": 10,
+            "target_enchantment_count": 8,
+            "target_creature_count": 25,
+            "target_planeswalker_count": 2,
+            "only_cards_in_collection": False,
+            "allow_proxies": True,
+        },
+        "sources": [
+            {"id": "archidekt", "name": "Archidekt", "enabled": True, "experimental": False},
+            {"id": "edhrec", "name": "EDHREC", "enabled": True, "experimental": False},
+            {"id": "moxfield", "name": "Moxfield", "enabled": False, "experimental": True},
+            {"id": "mtggoldfish", "name": "MTGGoldfish", "enabled": False, "experimental": True},
+        ],
+        "limits": {
+            "deck_size": 100,
+            "max_external_templates": 5,
+        },
+    }
+
+
+@app.post("/api/deck-generator/preview")
+async def deck_generator_preview(req: DeckGenerationRequest):
+    """
+    Generate a deck preview without saving it.
+    Returns the generated deck data for user review.
+    """
+    result = _generate_deck(req)
+    if "error" in result:
+        raise HTTPException(400, result["error"])
+    return result
+
+
+@app.post("/api/deck-generator/commit")
+async def deck_generator_commit(req: DeckGenerationRequest):
+    """
+    Generate a deck and save it to the Deck Builder.
+    Returns the generated deck data plus deck_id and deck_name.
+    """
+    result = _generate_deck(req)
+    if "error" in result:
+        raise HTTPException(400, result["error"])
+
+    commander = result["commander"]
+    color_identity = result["color_identity"]
+    cards = result["cards"]
+
+    # Determine deck name
+    deck_name = req.deck_name or f"Auto - {commander['name']} - {datetime.now().strftime('%Y-%m-%d %H:%M')}"
+
+    # Create the deck in the database
+    conn = _get_db_conn()
+    color_identity_json = json.dumps(color_identity)
+    cur = conn.execute(
+        """
+        INSERT INTO decks (name, commander_scryfall_id, commander_name, color_identity, strategy_tag)
+        VALUES (?, ?, ?, ?, ?)
+        """,
+        (
+            deck_name,
+            commander.get("scryfall_id", ""),
+            commander.get("name", ""),
+            color_identity_json,
+            "auto-generated",
+        )
+    )
+    conn.commit()
+    deck_id = cur.lastrowid
+
+    # Insert commander as a deck card with is_commander=1
+    conn.execute(
+        "INSERT INTO deck_cards (deck_id, scryfall_id, card_name, quantity, is_commander, role_tag) VALUES (?, ?, ?, 1, 1, 'Commander')",
+        (deck_id, commander.get("scryfall_id", ""), commander.get("name", ""))
+    )
+
+    # Insert the 99 cards
+    for card in cards:
+        scryfall_id = card.get("scryfall_id", "")
+        card_name = card.get("name", "")
+        quantity = card.get("quantity", 1)
+        if not scryfall_id and not card_name:
+            continue
+        conn.execute(
+            "INSERT INTO deck_cards (deck_id, scryfall_id, card_name, quantity, is_commander, role_tag) VALUES (?, ?, ?, ?, 0, ?)",
+            (deck_id, scryfall_id, card_name, quantity, card.get("card_type", ""))
+        )
+    conn.commit()
+
+    # Also export a .dck file to the Forge decks directory so it appears in the Sim Lab
+    try:
+        decks_dir = CFG.forge_decks_dir
+        if decks_dir and os.path.isdir(decks_dir):
+            safe_name = re.sub(r'[^a-zA-Z0-9_\-\s]', '', deck_name).strip().replace(' ', '_')
+            if not safe_name:
+                safe_name = f"AutoDeck_{deck_id}"
+            dck_path = os.path.join(decks_dir, f"{safe_name}.dck")
+            dck_lines = []
+            dck_lines.append("[metadata]")
+            dck_lines.append(f"Name={deck_name}")
+            dck_lines.append("")
+            dck_lines.append("[Commander]")
+            dck_lines.append(f"1 {commander['name']}")
+            dck_lines.append("")
+            dck_lines.append("[Main]")
+            for card in cards:
+                card_name = card.get("name", "")
+                if card_name:
+                    dck_lines.append(f"{card.get('quantity', 1)} {card_name}")
+            with open(dck_path, "w", encoding="utf-8") as f:
+                f.write("\n".join(dck_lines))
+            log_deckgen.info(f"  Exported .dck file: {dck_path}")
+    except Exception as e:
+        log_deckgen.warning(f"  Warning: Failed to export .dck file: {e}")
+
+    log_deckgen.info(f"  Saved deck '{deck_name}' (ID: {deck_id}) with {len(cards)} cards + commander")
+
+    result["deck_id"] = deck_id
+    result["deck_name"] = deck_name
+    return result
+
+
+@app.get("/api/deck-generator/commander-search")
+async def deck_generator_commander_search(q: str = ""):
+    """
+    Search for legendary creatures/planeswalkers to use as commander.
+    First checks collection, then falls back to Scryfall.
+    """
+    if not q or len(q) < 2:
+        return {"results": []}
+
+    conn = _get_db_conn()
+    q_lower = f"%{q.lower()}%"
+
+    # Search collection first
+    rows = conn.execute(
+        """
+        SELECT DISTINCT name, type_line, color_identity, mana_cost, scryfall_id
+        FROM collection_entries
+        WHERE LOWER(name) LIKE ? AND is_legendary = 1
+          AND (type_line LIKE '%Creature%' OR type_line LIKE '%Planeswalker%')
+        ORDER BY name ASC
+        LIMIT 20
+        """,
+        (q_lower,)
+    ).fetchall()
+
+    results = []
+    for r in rows:
+        ci = r["color_identity"]
+        if isinstance(ci, str):
+            try:
+                ci = json.loads(ci)
+            except Exception:
+                ci = []
+        results.append({
+            "name": r["name"],
+            "type_line": r["type_line"],
+            "color_identity": ci,
+            "mana_cost": r["mana_cost"] or "",
+            "scryfall_id": r["scryfall_id"],
+            "in_collection": True,
+            "image_url": f"https://api.scryfall.com/cards/{r['scryfall_id']}?format=image&version=normal"
+                         if r["scryfall_id"] else "",
+        })
+
+    # If few results, supplement with Scryfall
+    if len(results) < 5:
+        try:
+            import urllib.parse
+            encoded = urllib.parse.quote(q)
+            _scryfall_rate_limit()
+            url = f"https://api.scryfall.com/cards/search?q={encoded}+t%3Alegendary+(t%3Acreature+OR+t%3Aplaneswalker)&order=edhrec&unique=cards"
+            rq = Request(url, headers={"User-Agent": "CommanderAILab/1.0", "Accept": "application/json"})
+            with urlopen(rq, timeout=15) as resp:
+                data = json.loads(resp.read().decode("utf-8"))
+
+            existing_names = {r["name"].lower() for r in results}
+            for card in data.get("data", [])[:10]:
+                if card["name"].lower() in existing_names:
+                    continue
+                image_uris = card.get("image_uris", {})
+                if not image_uris and card.get("card_faces"):
+                    image_uris = card["card_faces"][0].get("image_uris", {})
+                results.append({
+                    "name": card["name"],
+                    "type_line": card.get("type_line", ""),
+                    "color_identity": card.get("color_identity", []),
+                    "mana_cost": card.get("mana_cost", ""),
+                    "scryfall_id": card.get("id", ""),
+                    "in_collection": False,
+                    "image_url": image_uris.get("normal", image_uris.get("small", "")),
+                })
+        except Exception as e:
+            log_deckgen.error(f"  Scryfall search error: {e}")
+
+    return {"results": results[:20]}
+
+
+# ══════════════════════════════════════════════════════════════
+# Perplexity API — AI Deck Research & Generation
+# ══════════════════════════════════════════════════════════════
+
+
+class DeckResearchRequest(BaseModel):
+    deck_id: int  # Deck to research
+    goal: Optional[str] = "Identify weaknesses and suggest upgrades"
+    budget_usd: Optional[float] = None
+    omit_cards: Optional[list[str]] = []
+    use_collection: bool = True
+
+
+class DeckGenerateAIRequest(BaseModel):
+    commander: str
+    budget_usd: Optional[float] = None
+    budget_mode: str = "total"  # "total" or "per_card"
+    omit_cards: Optional[list[str]] = []
+    use_collection: bool = True
+
+
+def _build_collection_summary(color_identity: list[str] | None = None) -> dict:
+    """Build a compact collection summary for the AI, optionally filtered by color identity."""
+    conn = _get_db_conn()
+
+    # Base query: all collection entries with oracle text
+    where = "WHERE quantity > 0"
+    params = []
+
+    # Filter by color identity if provided
+    if color_identity:
+        # Cards must only contain colors in the commander's identity (+ colorless)
+        ci_set = set(c.upper() for c in color_identity)
+        # We'll do a post-filter since color_identity is JSON in the DB
+        pass  # filter in Python after fetch
+
+    rows = conn.execute(f"""
+        SELECT name, type_line, cmc, oracle_text, keywords, tcg_price, quantity,
+               color_identity, category, is_game_changer, salt_score
+        FROM collection_entries {where}
+        ORDER BY edhrec_rank ASC, tcg_price DESC
+    """, params).fetchall()
+
+    # Color identity filter
+    def card_fits_identity(card_ci_str, ci_set):
+        if not ci_set:
+            return True
+        try:
+            card_ci = json.loads(card_ci_str) if card_ci_str else []
+            if not isinstance(card_ci, list):
+                return True
+            return all(c.upper() in ci_set for c in card_ci if c.upper() not in ('', 'C'))
+        except Exception:
+            return True
+
+    # Role detection from type_line, oracle_text, and category
+    def detect_role(row):
+        tl = (row['type_line'] or '').lower()
+        oracle = (row['oracle_text'] or '').lower()
+        cat = (row['category'] or '').lower()
+        kw = (row['keywords'] or '').lower()
+
+        # Priority order
+        if 'land' in tl:
+            return 'lands'
+        if any(w in cat for w in ['ramp', 'mana']):
+            return 'ramp'
+        if any(w in oracle for w in ['add {', 'add one mana', 'search your library for a basic land', 'search your library for a land']):
+            return 'ramp'
+        if 'mana' in cat or ('artifact' in tl and ('add' in oracle and '{' in oracle)):
+            return 'ramp'
+        if any(w in cat for w in ['draw', 'card advantage']):
+            return 'card_draw'
+        if 'draw' in oracle and 'card' in oracle:
+            return 'card_draw'
+        if any(w in cat for w in ['removal', 'targeted removal']):
+            return 'removal'
+        if 'destroy target' in oracle or 'exile target' in oracle or 'deals' in oracle:
+            return 'removal'
+        if any(w in cat for w in ['board wipe', 'boardwipe', 'wrath']):
+            return 'board_wipes'
+        if 'destroy all' in oracle or 'exile all' in oracle:
+            return 'board_wipes'
+        if any(w in cat for w in ['win', 'finisher', 'combo']):
+            return 'win_conditions'
+        if 'you win the game' in oracle or 'extra turn' in oracle or 'infinite' in oracle:
+            return 'win_conditions'
+        if 'creature' in tl:
+            return 'creatures'
+        return 'utility'
+
+    # Group cards by role
+    groups: dict[str, list] = {
+        'ramp': [], 'card_draw': [], 'removal': [], 'board_wipes': [],
+        'lands': [], 'win_conditions': [], 'creatures': [], 'utility': []
+    }
+    filtered_count = 0
+
+    for r in rows:
+        if color_identity and not card_fits_identity(r['color_identity'], ci_set):
+            continue
+        filtered_count += 1
+        role = detect_role(r)
+        groups[role].append({
+            'name': r['name'],
+            'count': r['quantity'],
+            'price': round(r['tcg_price'] or 0, 2),
+            'cmc': r['cmc'] or 0,
+        })
+
+    # Limit each group to top 30
+    group_descriptions = {
+        'ramp': 'Mana rocks and land ramp in deck colors',
+        'card_draw': 'Card draw and card advantage engines',
+        'removal': 'Targeted removal spells (destroy, exile, bounce)',
+        'board_wipes': 'Board wipes and mass removal',
+        'lands': 'Non-basic lands that fit the color identity',
+        'win_conditions': 'Win conditions, combo pieces, and finishers',
+        'creatures': 'Creatures (non-commander)',
+        'utility': 'Utility spells, enchantments, artifacts, and planeswalkers',
+    }
+
+    result_groups = []
+    for gid, cards in groups.items():
+        if not cards:
+            continue
+        result_groups.append({
+            'group_id': gid,
+            'description': group_descriptions.get(gid, ''),
+            'cards': cards[:30],
+        })
+
+    return {
+        'total_cards': len(rows),
+        'filtered_cards': filtered_count,
+        'groups': result_groups,
+    }
+
+
+def _call_pplx_api(messages: list[dict], max_tokens: int = 4096, temperature: float = 0.2) -> str:
+    """Call Perplexity API chat/completions endpoint. Returns the assistant message content."""
+    if not CFG.pplx_api_key:
+        raise HTTPException(400, 'Perplexity API key not configured. Set PPLX_API_KEY env var or --pplx-key.')
+
+    payload = {
+        'model': 'sonar',
+        'messages': messages,
+        'max_tokens': max_tokens,
+        'temperature': temperature,
+        'return_related_questions': False,
+    }
+
+    req_data = json.dumps(payload).encode('utf-8')
+    req = Request('https://api.perplexity.ai/chat/completions', data=req_data, method='POST')
+    req.add_header('Content-Type', 'application/json')
+    req.add_header('Authorization', f'Bearer {CFG.pplx_api_key}')
+
+    try:
+        with urlopen(req, timeout=120) as resp:
+            data = json.loads(resp.read())
+        choices = data.get('choices', [])
+        if not choices:
+            raise ValueError('Empty response from Perplexity API')
+        content = choices[0].get('message', {}).get('content', '')
+        usage = data.get('usage', {})
+        log_pplx.debug(f'tokens: prompt={usage.get("prompt_tokens","?")}, '
+              f'completion={usage.get("completion_tokens","?")}, '
+              f'model={data.get("model","?")}')
+        return content
+    except URLError as e:
+        raise HTTPException(502, f'Perplexity API call failed: {e}')
+    except json.JSONDecodeError as e:
+        raise HTTPException(502, f'Perplexity API returned invalid JSON: {e}')
+
+
+def _extract_json_from_response(text: str) -> dict:
+    """Extract JSON object from LLM response, handling markdown fences and extra text."""
+    # Strip markdown code fences
+    cleaned = re.sub(r'^```(?:json)?\s*', '', text.strip())
+    cleaned = re.sub(r'\s*```$', '', cleaned.strip())
+
+    # Try direct parse
+    try:
+        return json.loads(cleaned)
+    except json.JSONDecodeError:
+        pass
+
+    # Try to find JSON object in the text
+    match = re.search(r'\{[\s\S]*\}', text)
+    if match:
+        try:
+            return json.loads(match.group(0))
+        except json.JSONDecodeError:
+            pass
+
+    raise ValueError(f'Could not extract JSON from response: {text[:300]}')
+
+
+def _postprocess_deck_cards(cards: list[dict], color_identity: list[str] | None = None) -> list[dict]:
+    """
+    Post-process AI-suggested cards:
+    - Validate names against collection DB
+    - Attach real prices
+    - Set from_collection flag
+    """
+    conn = _get_db_conn()
+    processed = []
+    for card in cards:
+        name = card.get('name', '')
+        if not name:
+            continue
+
+        # Look up in collection
+        row = conn.execute(
+            "SELECT name, tcg_price, quantity, scryfall_id, type_line, cmc, oracle_text "
+            "FROM collection_entries WHERE name = ? COLLATE NOCASE LIMIT 1",
+            (name,)
+        ).fetchone()
+
+        entry = {
+            'name': row['name'] if row else name,
+            'count': card.get('count', 1),
+            'role': card.get('role', ''),
+            'from_collection': bool(row and row['quantity'] and row['quantity'] > 0),
+            'estimated_price_usd': round(row['tcg_price'], 2) if row and row['tcg_price'] else card.get('estimated_price_usd', 0),
+            'scryfall_id': row['scryfall_id'] if row else '',
+        }
+        # Preserve extra fields from AI response
+        for extra_key in ('reason', 'synergy_with', 'priority', 'severity'):
+            if extra_key in card:
+                entry[extra_key] = card[extra_key]
+        processed.append(entry)
+
+    return processed
+
+
+# Color-to-basic-land mapping for deterministic fill
+_COLOR_TO_BASIC = {
+    'W': 'Plains',
+    'U': 'Island',
+    'B': 'Swamp',
+    'R': 'Mountain',
+    'G': 'Forest',
+}
+BASIC_LAND_NAMES = set(_COLOR_TO_BASIC.values()) | {'Wastes'}
+
+
+def _fill_basic_lands(cards: list[dict], color_identity: list[str] | None = None, target_total: int = 100) -> list[dict]:
+    """
+    Deterministically fill basic lands so the deck hits exactly target_total cards.
+
+    The LLM may list basics with wrong counts, duplicates, or omit them.
+    This function:
+      1. Strips all basic-land entries the LLM provided
+      2. Counts remaining cards (non-basics) and their total count
+      3. Computes how many basic land slots are needed
+      4. Distributes basics evenly across the commander's colors
+    """
+    # Separate basics from non-basics
+    non_basics = []
+    for card in cards:
+        name = card.get('name', '').strip()
+        if name not in BASIC_LAND_NAMES:
+            non_basics.append(card)
+
+    # Count total non-basic cards
+    non_basic_total = sum(c.get('count', 1) for c in non_basics)
+
+    # How many basic land copies we need
+    basics_needed = max(0, target_total - non_basic_total)
+
+    if basics_needed == 0:
+        return non_basics
+
+    # Determine which basics to use from color identity
+    ci = [c.upper() for c in (color_identity or [])]
+    basic_names = [_COLOR_TO_BASIC[c] for c in ci if c in _COLOR_TO_BASIC]
+    if not basic_names:
+        # Colorless commander — use Wastes
+        basic_names = ['Wastes']
+
+    # Distribute evenly, then add remainders one-by-one
+    per_color = basics_needed // len(basic_names)
+    remainder = basics_needed % len(basic_names)
+
+    for i, bname in enumerate(basic_names):
+        qty = per_color + (1 if i < remainder else 0)
+        if qty > 0:
+            non_basics.append({
+                'name': bname,
+                'count': qty,
+                'role': 'land',
+                'category': 'Land',
+                'role_tags': [],
+                'reason': 'Basic land for mana fixing',
+                'estimated_price_usd': 0.10,
+                'from_collection': False,
+                'is_basic': True,
+            })
+
+    return non_basics
+
+
+# ── Research Endpoint ─────────────────────────────────────────
+
+@app.post('/api/deck-research')
+async def deck_research(req: DeckResearchRequest):
+    """Analyze an existing deck using Perplexity AI and suggest improvements."""
+    conn = _get_db_conn()
+
+    # Load deck info
+    deck = conn.execute('SELECT * FROM decks WHERE id = ?', (req.deck_id,)).fetchone()
+    if not deck:
+        raise HTTPException(404, f'Deck {req.deck_id} not found')
+
+    deck_name = deck['name']
+    commander_name = deck['commander_name'] or 'Unknown'
+    color_identity_str = deck['color_identity'] or '[]'
+    try:
+        color_identity = json.loads(color_identity_str)
+    except Exception:
+        color_identity = []
+
+    # Load deck cards
+    card_rows = conn.execute("""
+        SELECT dc.card_name, dc.quantity, dc.is_commander,
+               ce.type_line, ce.cmc, ce.oracle_text, ce.tcg_price
+        FROM deck_cards dc
+        LEFT JOIN (
+            SELECT scryfall_id, type_line, cmc, oracle_text, tcg_price
+            FROM collection_entries GROUP BY scryfall_id
+        ) ce ON ce.scryfall_id = dc.scryfall_id
+        WHERE dc.deck_id = ?
+        ORDER BY dc.is_commander DESC, dc.card_name ASC
+    """, (req.deck_id,)).fetchall()
+
+    if not card_rows:
+        raise HTTPException(400, 'Deck has no cards')
+
+    # Build decklist text
+    decklist_lines = []
+    total_price = 0.0
+    for r in card_rows:
+        price = r['tcg_price'] or 0
+        total_price += price * (r['quantity'] or 1)
+        cmdr_tag = ' [COMMANDER]' if r['is_commander'] else ''
+        decklist_lines.append(f"{r['quantity'] or 1}x {r['card_name']}{cmdr_tag}")
+
+    decklist_text = '\n'.join(decklist_lines)
+
+    # Build collection summary if requested
+    collection_block = ''
+    if req.use_collection:
+        summary = _build_collection_summary(color_identity)
+        if summary['filtered_cards'] > 0:
+            coll_lines = [f'\nCOLLECTION SUMMARY ({summary["filtered_cards"]} cards in deck colors):']
+            for grp in summary['groups']:
+                card_names = [f"{c['name']} (${c['price']})" for c in grp['cards'][:15]]
+                coll_lines.append(f"  {grp['group_id'].upper()} ({grp['description']}): {', '.join(card_names)}")
+            collection_block = '\n'.join(coll_lines)
+
+    omit_block = ''
+    if req.omit_cards:
+        omit_block = f'\nDO NOT suggest these cards: {", ".join(req.omit_cards)}'
+
+    budget_block = ''
+    if req.budget_usd:
+        budget_block = f'\nBUDGET: ${req.budget_usd} total for upgrades. Current deck value: ~${total_price:.0f}'
+
+    # Build messages
+    system_msg = """You are an elite Magic: The Gathering Commander analyst with encyclopedic knowledge of the format, metagame, and every card ever printed. Provide a DEEP, COMPREHENSIVE analysis.
+Always respond with ONLY a JSON object, no markdown fences, no extra text.
+
+JSON schema:
+{
+  "overall_rating": "1-10 integer",
+  "rating_explanation": "2-3 sentence explanation of the rating",
+  "deck_description": "3-5 sentence overview of what this deck does, its game plan, and how it wins",
+  "archetype": "aggro|midrange|control|combo|stax|voltron|aristocrats|spellslinger|tokens|tribal|group_hug|lands|reanimator|other",
+  "bracket_level": {
+    "level": 1-4,
+    "reasoning": "why this bracket",
+    "power_ceiling": "what power level this deck could reach with upgrades"
+  },
+  "win_conditions": [
+    {"name": "Win condition name", "cards_involved": ["card1", "card2"], "description": "How this wins the game", "reliability": "high|medium|low"}
+  ],
+  "synergy_packages": [
+    {"package_name": "Package Name (e.g. Sacrifice Engine, Blink Package)", "cards": ["card1", "card2", "card3"], "description": "How these cards work together", "strength": "strong|moderate|weak"}
+  ],
+  "strengths": ["strength 1", "strength 2"],
+  "weaknesses": ["weakness 1", "weakness 2"],
+  "threat_assessment": {
+    "early_game": "1-2 sentences on turns 1-3 plan",
+    "mid_game": "1-2 sentences on turns 4-7 plan",
+    "late_game": "1-2 sentences on turns 8+ plan",
+    "vulnerability": "What shuts this deck down (e.g. graveyard hate, board wipes)"
+  },
+  "mana_analysis": {
+    "land_count": "current land count assessment",
+    "color_fixing": "assessment of color fixing quality",
+    "ramp_package": "assessment of ramp quantity and quality",
+    "curve_assessment": "is the mana curve appropriate for the strategy",
+    "problem_cards": ["cards that are hard to cast or mana-inefficient"]
+  },
+  "cuts": [{"name": "card to remove", "reason": "why", "severity": "must_cut|should_cut|consider_cutting"}],
+  "adds": [{"name": "card to add", "count": 1, "role": "ramp|removal|draw|creature|utility|land|combo_piece|protection|finisher", "estimated_price_usd": 2.5, "reason": "why this card", "synergy_with": ["existing card it synergizes with"], "priority": "critical|high|medium|nice_to_have"}],
+  "role_gaps": {
+    "ramp": {"current": 8, "recommended": 10, "note": "needs 2 more ramp sources"},
+    "card_draw": {"current": 5, "recommended": 10, "note": ""},
+    "removal": {"current": 6, "recommended": 8, "note": ""},
+    "board_wipes": {"current": 2, "recommended": 3, "note": ""},
+    "protection": {"current": 1, "recommended": 3, "note": ""},
+    "lands": {"current": 35, "recommended": 36, "note": ""}
+  },
+  "strategy_notes": "detailed strategic advice for piloting this deck"
+}"""
+
+    user_msg = f"""Provide a DEEP, COMPREHENSIVE analysis of this Commander deck.
+
+DECK NAME: {deck_name}
+COMMANDER: {commander_name}
+COLOR IDENTITY: {', '.join(color_identity) if color_identity else 'Unknown'}
+CURRENT DECK VALUE: ~${total_price:.0f}
+GOAL: {req.goal}
+
+DECKLIST ({len(card_rows)} cards):
+{decklist_text}
+{budget_block}{omit_block}{collection_block}
+
+Analyze EVERYTHING: the deck's identity, strategy, archetype, bracket level (1-4 per Commander Rules Committee), ALL synergy packages between cards, ALL win conditions, game plan by phase (early/mid/late), mana base health, every role gap. Suggest specific cuts with severity and specific adds with priority and synergy tags. For adds, prioritize cards from the COLLECTION SUMMARY when available."""
+
+    content = _call_pplx_api([
+        {'role': 'system', 'content': system_msg},
+        {'role': 'user', 'content': user_msg},
+    ], max_tokens=8192)
+
+    try:
+        analysis = _extract_json_from_response(content)
+    except ValueError as e:
+        return JSONResponse({'error': str(e), 'raw_response': content[:500]}, status_code=422)
+
+    # Post-process "adds" — validate against DB
+    if 'adds' in analysis and isinstance(analysis['adds'], list):
+        analysis['adds'] = _postprocess_deck_cards(analysis['adds'], color_identity)
+
+    # Compute real total cost of adds
+    adds_total = sum(c.get('estimated_price_usd', 0) * c.get('count', 1) for c in analysis.get('adds', []))
+    analysis['adds_total_usd'] = round(adds_total, 2)
+    analysis['deck_name'] = deck_name
+    analysis['commander'] = commander_name
+    analysis['color_identity'] = color_identity
+    analysis['card_count'] = len(card_rows)
+    analysis['deck_value_usd'] = round(total_price, 2)
+
+    return analysis
+
+
+# ── Generate Endpoint ─────────────────────────────────────────
+
+@app.post('/api/deck-generate')
+async def deck_generate_ai(req: DeckGenerateAIRequest):
+    """Generate a full 100-card Commander deck using Perplexity AI."""
+    commander = req.commander.strip()
+    if not commander:
+        raise HTTPException(400, 'Commander name is required')
+
+    # Look up commander on Scryfall for color identity
+    color_identity = []
+    commander_type = ''
+    try:
+        scry_url = f'https://api.scryfall.com/cards/named?fuzzy={commander.replace(" ", "+")}'
+        scry_req = Request(scry_url)
+        scry_req.add_header('User-Agent', 'CommanderAILab/1.0')
+        with urlopen(scry_req, timeout=10) as resp:
+            scry_data = json.loads(resp.read())
+        color_identity = scry_data.get('color_identity', [])
+        commander = scry_data.get('name', commander)  # Use canonical name
+        commander_type = scry_data.get('type_line', '')
+    except Exception as e:
+        log_pplx.error(f'Scryfall lookup failed for "{commander}": {e}')
+
+    # Build collection summary
+    collection_block = ''
+    if req.use_collection:
+        summary = _build_collection_summary(color_identity or None)
+        if summary['filtered_cards'] > 0:
+            coll_lines = [f'\nCOLLECTION SUMMARY ({summary["filtered_cards"]} cards available):']
+            for grp in summary['groups']:
+                card_names = [f"{c['name']} (${c['price']})" for c in grp['cards'][:20]]
+                coll_lines.append(f"  {grp['group_id'].upper()}: {', '.join(card_names)}")
+            collection_block = '\n'.join(coll_lines)
+
+    omit_block = ''
+    if req.omit_cards:
+        omit_block = f'\nOMIT LIST (do NOT include): {", ".join(req.omit_cards)}'
+
+    budget_block = ''
+    if req.budget_usd:
+        mode_desc = 'total deck cost' if req.budget_mode == 'total' else 'per card'
+        budget_block = f'\nBUDGET: ${req.budget_usd} {mode_desc}. Stay within budget.'
+
+    system_msg = """You are an expert Magic: The Gathering Commander deck builder.
+Build a complete, legal 100-card Commander deck (1 commander + 99 other cards).
+Prefer cards from the player's collection when available.
+Respect the budget and omit list.
+Always respond with ONLY a JSON object, no markdown fences, no extra text.
+
+JSON schema:
+{
+  "commander": "Commander Name",
+  "strategy": "1-2 sentence strategy description",
+  "cards": [
+    {"name": "Card Name", "count": 1, "role": "ramp|removal|draw|creature|land|utility|win_condition", "estimated_price_usd": 2.5}
+  ],
+  "reasoning": {
+    "strategy": "detailed strategy explanation",
+    "mana_curve": "mana curve reasoning",
+    "key_synergies": "key synergies and combos",
+    "budget_notes": "how budget was managed",
+    "collection_usage_notes": "which collection cards were used and why"
+  },
+  "estimated_total_usd": 187.5
+}
+
+Deck building rules:
+- Exactly 100 cards total (commander + 99)
+- No more than 1 copy of any card (except basic lands)
+- 36-38 lands including commander-colored basics and utility lands
+- ~10 ramp sources, ~10 card draw, ~8-10 removal, ~2-3 board wipes
+- Include the commander in the cards list with role "commander"
+- All cards must be legal in Commander format"""
+
+    user_msg = f"""Build a complete 100-card Commander deck for:
+
+COMMANDER: {commander}
+TYPE: {commander_type}
+COLOR IDENTITY: {', '.join(color_identity) if color_identity else 'Unknown'}
+{budget_block}{omit_block}{collection_block}
+
+Build the deck as JSON. Prioritize collection cards when they fit the strategy."""
+
+    content = _call_pplx_api([
+        {'role': 'system', 'content': system_msg},
+        {'role': 'user', 'content': user_msg},
+    ], max_tokens=8192, temperature=0.3)
+
+    try:
+        result = _extract_json_from_response(content)
+    except ValueError as e:
+        return JSONResponse({'error': str(e), 'raw_response': content[:500]}, status_code=422)
+
+    # Post-process cards
+    if 'cards' in result and isinstance(result['cards'], list):
+        result['cards'] = _postprocess_deck_cards(result['cards'], color_identity)
+        # Fill basic lands deterministically to hit exactly 100
+        result['cards'] = _fill_basic_lands(result['cards'], color_identity, target_total=100)
+
+    # Compute real totals
+    real_total = sum(c.get('estimated_price_usd', 0) * c.get('count', 1) for c in result.get('cards', []))
+    from_collection_count = sum(1 for c in result.get('cards', []) if c.get('from_collection'))
+    result['real_total_usd'] = round(real_total, 2)
+    result['from_collection_count'] = from_collection_count
+    result['total_cards'] = sum(c.get('count', 1) for c in result.get('cards', []))
+    result['color_identity'] = color_identity
+
+    return result
+
+
+@app.get('/api/pplx/status')
+async def pplx_status():
+    """Check if Perplexity API is configured."""
+    return {
+        'configured': bool(CFG.pplx_api_key),
+        'key_prefix': CFG.pplx_api_key[:8] + '...' if CFG.pplx_api_key else '',
+    }
+
+
+# ══════════════════════════════════════════════════════════════
+# V3 Deck Generator (Perplexity Structured Output)
+# ══════════════════════════════════════════════════════════════
+
+@app.get('/api/deck/v3/status')
+async def deck_gen_v3_status():
+    """Check V3 deck generator status."""
+    return {
+        'initialized': _deck_gen_v3 is not None,
+        'pplx_configured': bool(CFG.pplx_api_key),
+        'model': _deck_gen_v3.pplx.model if _deck_gen_v3 else None,
+        'embeddings_loaded': (
+            _coach_embeddings.loaded if _coach_embeddings else False
+        ),
+        'embedding_cards': (
+            _coach_embeddings.card_count if _coach_embeddings else 0
+        ),
+        'error': _deck_gen_v3_error,
+    }
+
+
+@app.post('/api/deck/v3/generate')
+async def deck_gen_v3_generate(req: DeckGenV3Request):
+    """
+    V3 Deck Generation — Perplexity structured output with Smart Substitution.
+
+    Pipeline:
+      1. Resolve commander via Scryfall
+      2. Build collection summary from DB
+      3. Call Perplexity Sonar with JSON schema enforcement
+      4. Cross-reference cards with collection for ownership
+      5. Run Smart Substitution (embedding + Perplexity fallback)
+      6. Return complete deck with substitution data
+    """
+    if _deck_gen_v3 is None:
+        raise HTTPException(503, 'V3 Deck Generator not initialized. Check PPLX_API_KEY.')
+
+    if not req.commander_name or len(req.commander_name.strip()) < 2:
+        raise HTTPException(400, 'Commander name is required (min 2 chars)')
+
+    try:
+        # Generate deck
+        result = _deck_gen_v3.generate_deck(
+            commander_name=req.commander_name.strip(),
+            strategy=req.strategy,
+            target_bracket=req.target_bracket,
+            budget_usd=req.budget_usd,
+            budget_mode=req.budget_mode,
+            omit_cards=req.omit_cards,
+            use_collection=req.use_collection,
+            model=req.model,
+        )
+
+        # Run substitution if requested
+        if req.run_substitution and result.get('cards'):
+            from coach.schemas.substitution_schema import DeckCardWithStatus
+            cards = [DeckCardWithStatus(**c) for c in result['cards']]
+            sub_result = _deck_gen_v3.run_substitution(
+                cards=cards,
+                commander=result['commander'],
+                strategy=req.strategy,
+            )
+            result['cards'] = [c.model_dump() for c in sub_result.cards]
+            result['substitution_stats'] = {
+                'owned': sub_result.owned_count,
+                'substituted': sub_result.substituted_count,
+                'missing': sub_result.missing_count,
+            }
+            # Recompute stats with updated cards
+            from coach.services.deck_generator import DeckGeneratorV3
+            result['stats'] = DeckGeneratorV3._compute_stats(sub_result.cards)
+
+        return result
+
+    except ValueError as e:
+        return JSONResponse({'error': str(e)}, status_code=422)
+    except Exception as e:
+        log_deckgen.error(f'Error: {e}')
+        import traceback
+        traceback.print_exc()
+        raise HTTPException(500, f'Deck generation failed: {str(e)}')
+
+
+@app.post('/api/deck/v3/commit')
+async def deck_gen_v3_commit(req: DeckGenV3Request):
+    """
+    V3 Generate + Commit — generates the deck and saves it to the Deck Builder DB.
+    Also exports a .dck file for Forge Sim Lab.
+    """
+    if _deck_gen_v3 is None:
+        raise HTTPException(503, 'V3 Deck Generator not initialized.')
+
+    if not req.commander_name or len(req.commander_name.strip()) < 2:
+        raise HTTPException(400, 'Commander name is required')
+
+    try:
+        # Generate deck (same as preview)
+        result = _deck_gen_v3.generate_deck(
+            commander_name=req.commander_name.strip(),
+            strategy=req.strategy,
+            target_bracket=req.target_bracket,
+            budget_usd=req.budget_usd,
+            budget_mode=req.budget_mode,
+            omit_cards=req.omit_cards,
+            use_collection=req.use_collection,
+            model=req.model,
+        )
+
+        # Run substitution
+        if req.run_substitution and result.get('cards'):
+            from coach.schemas.substitution_schema import DeckCardWithStatus
+            cards = [DeckCardWithStatus(**c) for c in result['cards']]
+            sub_result = _deck_gen_v3.run_substitution(
+                cards=cards,
+                commander=result['commander'],
+                strategy=req.strategy,
+            )
+            result['cards'] = [c.model_dump() for c in sub_result.cards]
+
+        # Save to DB
+        commander = result['commander']
+        color_identity = result.get('color_identity', [])
+        cards = result.get('cards', [])
+        strategy = result.get('strategy_summary', '')
+        bracket = result.get('bracket', {}).get('level', 0)
+
+        deck_name = (
+            req.deck_name
+            or f"V3 - {commander['name']} - B{bracket} - {datetime.now().strftime('%Y-%m-%d %H:%M')}"
+        )
+
+        conn = _get_db_conn()
+        cur = conn.execute(
+            "INSERT INTO decks (name, commander_scryfall_id, commander_name, color_identity, strategy_tag) "
+            "VALUES (?, ?, ?, ?, ?)",
+            (deck_name, commander.get('scryfall_id', ''),
+             commander.get('name', ''), json.dumps(color_identity),
+             f"v3-auto|B{bracket}|{strategy[:60]}")
+        )
+        conn.commit()
+        deck_id = cur.lastrowid
+
+        # Insert commander
+        conn.execute(
+            "INSERT INTO deck_cards (deck_id, scryfall_id, card_name, quantity, is_commander, role_tag) "
+            "VALUES (?, ?, ?, 1, 1, 'Commander')",
+            (deck_id, commander.get('scryfall_id', ''), commander.get('name', ''))
+        )
+
+        # Insert the 99
+        for card in cards:
+            card_name = card.get('name', '')
+            if not card_name or card_name == commander.get('name', ''):
+                continue  # Skip commander (already inserted)
+            scryfall_id = card.get('scryfall_id', '')
+            # Use substitute name if substituted
+            if card.get('status') == 'substituted' and card.get('selected_substitute'):
+                card_name = card['selected_substitute']
+            conn.execute(
+                "INSERT INTO deck_cards (deck_id, scryfall_id, card_name, quantity, is_commander, role_tag) "
+                "VALUES (?, ?, ?, ?, 0, ?)",
+                (deck_id, scryfall_id, card_name,
+                 card.get('count', 1), card.get('category', ''))
+            )
+        conn.commit()
+
+        # Export .dck for Forge
+        try:
+            decks_dir = CFG.forge_decks_dir
+            if decks_dir and os.path.isdir(decks_dir):
+                safe_name = re.sub(r'[^a-zA-Z0-9_\-\s]', '', deck_name).strip().replace(' ', '_')
+                if not safe_name:
+                    safe_name = f"V3Deck_{deck_id}"
+                dck_path = os.path.join(decks_dir, f"{safe_name}.dck")
+                dck_lines = ["[metadata]", f"Name={deck_name}", "",
+                             "[Commander]", f"1 {commander['name']}", "", "[Main]"]
+                for card in cards:
+                    cname = card.get('name', '')
+                    if card.get('status') == 'substituted' and card.get('selected_substitute'):
+                        cname = card['selected_substitute']
+                    if cname and cname != commander.get('name', ''):
+                        dck_lines.append(f"{card.get('count', 1)} {cname}")
+                with open(dck_path, 'w', encoding='utf-8') as f:
+                    f.write('\n'.join(dck_lines))
+                log_deckgen.info(f"  Exported .dck: {dck_path}")
+        except Exception as e:
+            log_deckgen.error(f"  .dck export failed: {e}")
+
+        result['deck_id'] = deck_id
+        result['deck_name'] = deck_name
+        log_deckgen.info(f"  Committed deck '{deck_name}' (ID: {deck_id})")
+        return result
+
+    except ValueError as e:
+        return JSONResponse({'error': str(e)}, status_code=422)
+    except Exception as e:
+        log_deckgen.error(f'Commit error: {e}')
+        import traceback
+        traceback.print_exc()
+        raise HTTPException(500, f'Deck generation/commit failed: {str(e)}')
+
+
+@app.post('/api/deck/v3/export/csv')
+async def deck_gen_v3_export_csv(req: DeckGenV3Request):
+    """Generate a deck and return as CSV."""
+    if _deck_gen_v3 is None:
+        raise HTTPException(503, 'V3 Deck Generator not initialized.')
+
+    result = _deck_gen_v3.generate_deck(
+        commander_name=req.commander_name.strip(),
+        strategy=req.strategy,
+        target_bracket=req.target_bracket,
+        budget_usd=req.budget_usd,
+        budget_mode=req.budget_mode,
+        omit_cards=req.omit_cards,
+        use_collection=req.use_collection,
+        model=req.model,
+    )
+
+    cards = result.get('cards', [])
+    commander = result.get('commander', {})
+
+    output = io.StringIO()
+    writer = csv.writer(output)
+    writer.writerow(['Count', 'Name', 'Category', 'Roles', 'Status', 'Price_USD', 'Reason'])
+    # Commander row
+    writer.writerow([1, commander.get('name', ''), 'Commander', '', 'owned', '', 'Commander'])
+    for card in cards:
+        if card.get('name') == commander.get('name', ''):
+            continue
+        writer.writerow([
+            card.get('count', 1),
+            card.get('name', ''),
+            card.get('category', ''),
+            '; '.join(card.get('role_tags', [])),
+            card.get('status', 'unknown'),
+            card.get('estimated_price_usd', 0),
+            card.get('reason', ''),
+        ])
+
+    csv_content = output.getvalue()
+    safe_name = re.sub(r'[^a-zA-Z0-9_\-\s]', '', commander.get('name', 'deck')).strip().replace(' ', '_')
+    return StreamingResponse(
+        io.BytesIO(csv_content.encode('utf-8')),
+        media_type='text/csv',
+        headers={'Content-Disposition': f'attachment; filename="{safe_name}_deck.csv"'},
+    )
+
+
+@app.post('/api/deck/v3/export/dck')
+async def deck_gen_v3_export_dck(req: DeckGenV3Request):
+    """Generate a deck and return as Forge .dck format."""
+    if _deck_gen_v3 is None:
+        raise HTTPException(503, 'V3 Deck Generator not initialized.')
+
+    result = _deck_gen_v3.generate_deck(
+        commander_name=req.commander_name.strip(),
+        strategy=req.strategy,
+        target_bracket=req.target_bracket,
+        budget_usd=req.budget_usd,
+        budget_mode=req.budget_mode,
+        omit_cards=req.omit_cards,
+        use_collection=req.use_collection,
+        model=req.model,
+    )
+
+    cards = result.get('cards', [])
+    commander = result.get('commander', {})
+
+    lines = [
+        '[metadata]',
+        f'Name={commander.get("name", "Deck")} - V3 Auto',
+        '',
+        '[Commander]',
+        f'1 {commander.get("name", "")}',
+        '',
+        '[Main]',
+    ]
+    for card in cards:
+        cname = card.get('name', '')
+        if card.get('status') == 'substituted' and card.get('selected_substitute'):
+            cname = card['selected_substitute']
+        if cname and cname != commander.get('name', ''):
+            lines.append(f"{card.get('count', 1)} {cname}")
+
+    dck_content = '\n'.join(lines)
+    safe_name = re.sub(r'[^a-zA-Z0-9_\-\s]', '', commander.get('name', 'deck')).strip().replace(' ', '_')
+    return StreamingResponse(
+        io.BytesIO(dck_content.encode('utf-8')),
+        media_type='text/plain',
+        headers={'Content-Disposition': f'attachment; filename="{safe_name}.dck"'},
+    )
+
+
+@app.post('/api/deck/v3/export/moxfield')
+async def deck_gen_v3_export_moxfield(req: DeckGenV3Request):
+    """Generate a deck and return in Moxfield paste format."""
+    if _deck_gen_v3 is None:
+        raise HTTPException(503, 'V3 Deck Generator not initialized.')
+
+    result = _deck_gen_v3.generate_deck(
+        commander_name=req.commander_name.strip(),
+        strategy=req.strategy,
+        target_bracket=req.target_bracket,
+        budget_usd=req.budget_usd,
+        budget_mode=req.budget_mode,
+        omit_cards=req.omit_cards,
+        use_collection=req.use_collection,
+        model=req.model,
+    )
+
+    cards = result.get('cards', [])
+    commander = result.get('commander', {})
+
+    # Moxfield format: card lines in main, commander in dedicated section
+    lines = []
+    lines.append('// Commander')
+    lines.append(f'1 {commander.get("name", "")}')
+    lines.append('')
+    lines.append('// Deck')
+    for card in cards:
+        cname = card.get('name', '')
+        if card.get('status') == 'substituted' and card.get('selected_substitute'):
+            cname = card['selected_substitute']
+        if cname and cname != commander.get('name', ''):
+            lines.append(f"{card.get('count', 1)} {cname}")
+
+    txt = '\n'.join(lines)
+    return {'format': 'moxfield', 'content': txt, 'commander': commander.get('name', '')}
+
+
+@app.post('/api/deck/v3/export/shopping')
+async def deck_gen_v3_export_shopping(req: DeckGenV3Request):
+    """Generate a deck and return a shopping list of cards not owned."""
+    if _deck_gen_v3 is None:
+        raise HTTPException(503, 'V3 Deck Generator not initialized.')
+
+    result = _deck_gen_v3.generate_deck(
+        commander_name=req.commander_name.strip(),
+        strategy=req.strategy,
+        target_bracket=req.target_bracket,
+        budget_usd=req.budget_usd,
+        budget_mode=req.budget_mode,
+        omit_cards=req.omit_cards,
+        use_collection=req.use_collection,
+        model=req.model,
+    )
+
+    cards = result.get('cards', [])
+    shopping = []
+    total = 0.0
+    for card in cards:
+        if not card.get('owned', True) and card.get('status') != 'substituted':
+            price = card.get('estimated_price_usd', 0)
+            shopping.append({
+                'name': card.get('name', ''),
+                'count': card.get('count', 1),
+                'category': card.get('category', ''),
+                'estimated_price_usd': price,
+                'reason': card.get('reason', ''),
+            })
+            total += price * card.get('count', 1)
+
+    return {
+        'commander': result.get('commander', {}).get('name', ''),
+        'shopping_list': shopping,
+        'total_missing': len(shopping),
+        'estimated_cost_usd': round(total, 2),
+    }
+
+
+# ══════════════════════════════════════════════════════════════
+# Coach Service (LLM-powered deck coaching)
+# ══════════════════════════════════════════════════════════════
+
+# Global coach instances (initialized at startup)
+_coach_service = None
+_coach_embeddings = None
+_coach_llm = None
+_deck_gen_v3 = None  # V3 Deck Generator (Perplexity structured output)
+_deck_gen_v3_error = None  # Error message if V3 init failed
+
+
+def init_coach_service():
+    """Initialize the coach service with LLM client and embeddings."""
+    global _coach_service, _coach_embeddings, _coach_llm, _deck_gen_v3, _deck_gen_v3_error
+    try:
+        from coach.llm_client import LMStudioClient
+        from coach.embeddings import MTGEmbeddingIndex
+        from coach.coach_service import CoachService
+        from coach.config import ensure_dirs
+
+        ensure_dirs()
+
+        _coach_llm = LMStudioClient()
+        _coach_embeddings = MTGEmbeddingIndex()
+
+        # Try to load embeddings (non-blocking — download happens on first use)
+        try:
+            from coach.config import EMBEDDINGS_NPZ
+            if EMBEDDINGS_NPZ.exists():
+                _coach_embeddings.load()
+                log_coach.info(f"  Coach:        Embeddings loaded ({_coach_embeddings.card_count} cards)")
+            else:
+                log_coach.warning("  Coach:        Embeddings not yet downloaded (will download on first use)")
+        except Exception as e:
+            log_coach.error(f"  Coach:        Embeddings load failed: {e}")
+
+        _coach_service = CoachService(_coach_llm, _coach_embeddings)
+
+        # Check LLM connection
+        llm_status = _coach_llm.check_connection()
+        if llm_status.get("connected"):
+            log_coach.info(f"  Coach LLM:    Connected ({llm_status.get('active_model', 'unknown')})")
+        else:
+            log_coach.warning(f"  Coach LLM:    Not connected (start LM Studio on 192.168.0.122:1234)")
+
+        log_coach.info("  Coach:        Service initialized")
+
+        # Initialize V3 Deck Generator (Perplexity)
+        _deck_gen_v3_error = None
+        if CFG.pplx_api_key:
+            try:
+                from coach.clients.perplexity_client import PerplexityClient
+                from coach.services.deck_generator import DeckGeneratorV3
+                from coach.config import DECK_GEN_MODEL
+
+                pplx_client = PerplexityClient(
+                    api_key=CFG.pplx_api_key,
+                    model=DECK_GEN_MODEL,
+                )
+                _deck_gen_v3 = DeckGeneratorV3(
+                    pplx_client=pplx_client,
+                    db_conn_factory=_get_db_conn,
+                    embedding_index=_coach_embeddings,
+                )
+                log_deckgen.info(f"  Deck Gen V3:  Initialized (model: {DECK_GEN_MODEL})")
+            except ImportError as e:
+                _deck_gen_v3_error = f"Missing dependency: {e}. Run: pip install openai"
+                log_deckgen.error(f"  Deck Gen V3:  {_deck_gen_v3_error}")
+                _deck_gen_v3 = None
+            except Exception as e:
+                _deck_gen_v3_error = str(e)
+                log_deckgen.error(f"  Deck Gen V3:  Failed to initialize: {e}")
+                _deck_gen_v3 = None
+        else:
+            _deck_gen_v3_error = "PPLX_API_KEY not set"
+            log_deckgen.info("  Deck Gen V3:  Skipped (no PPLX_API_KEY)")
+
+    except Exception as e:
+        log_coach.error(f"  Coach:        Failed to initialize: {e}")
+        _coach_service = None
+
+
+@app.get("/api/coach/status")
+async def coach_status():
+    """Check coach subsystem health."""
+    if _coach_service is None:
+        return {"llmConnected": False, "embeddingsLoaded": False,
+                "embeddingCards": 0, "deckReportsAvailable": 0,
+                "error": "Coach service not initialized"}
+    status = _coach_service.get_status()
+    return status.model_dump()
+
+
+@app.get("/api/coach/decks")
+async def coach_list_decks():
+    """List all decks available for coaching (from deck builder DB)."""
+    conn = _get_db_conn()
+    rows = conn.execute(
+        """SELECT d.id as deck_id, d.name as deck_name, d.commander_name,
+                  COUNT(dc.id) as card_count
+           FROM decks d
+           LEFT JOIN deck_cards dc ON dc.deck_id = d.id
+           GROUP BY d.id
+           ORDER BY d.name"""
+    ).fetchall()
+
+    # Also get report availability from coach service
+    report_ids = set()
+    if _coach_service:
+        report_ids = set(_coach_service.list_deck_reports())
+
+    decks = []
+    for r in rows:
+        deck_name = r["deck_name"]
+        # Check if a report exists (by deck name slug match)
+        has_report = any(
+            deck_name.lower().replace(" ", "-") == rid.lower() or
+            deck_name.lower() == rid.lower()
+            for rid in report_ids
+        )
+        decks.append({
+            "deck_id": r["deck_id"],
+            "deck_name": r["deck_name"],
+            "commander": r["commander_name"] or "",
+            "card_count": r["card_count"],
+            "has_report": has_report,
+            "report_count": 1 if has_report else 0,
+            "last_report_date": None,
+        })
+    return decks
+
+
+@app.get("/api/coach/decks/{deck_id}/report")
+async def coach_get_report(deck_id: str):
+    """Get the latest DeckReport for a deck."""
+    if _coach_service is None:
+        raise HTTPException(500, "Coach service not initialized")
+    report = _coach_service.load_deck_report(deck_id)
+    if report is None:
+        raise HTTPException(404, f"Deck report not found: {deck_id}")
+    return report.model_dump()
+
+
+class CoachRequestBody(BaseModel):
+    goals: Optional[dict] = None
+
+
+class CoachChatMessage(BaseModel):
+    role: str  # "user" or "assistant"
+    content: str
+
+class CoachChatRequest(BaseModel):
+    deck_id: str
+    messages: list[dict]  # conversation history [{role, content}]
+    goals: Optional[dict] = None
+    stream: Optional[bool] = False
+
+class CoachApplyRequest(BaseModel):
+    session_id: str
+    deck_id: int  # numeric deck ID in the DB
+    accepted_cuts: list[str] = []  # card names to remove
+    accepted_adds: list[str] = []  # card names to add
+
+class CoachGoalsRequest(BaseModel):
+    target_power_level: Optional[int] = None  # 1-10
+    meta_focus: Optional[str] = None  # aggro, control, combo, midrange, stax
+    budget: Optional[str] = None  # budget, medium, no-limit
+    focus_areas: list[str] = []  # e.g., ["ramp", "card draw"]
+
+
+@app.post("/api/coach/decks/{deck_id}")
+async def coach_run_session(deck_id: str, body: CoachRequestBody = None):
+    """Trigger a coaching session for a deck."""
+    if _coach_service is None:
+        raise HTTPException(500, "Coach service not initialized")
+
+    # Load embeddings on first use if not loaded
+    if _coach_embeddings and not _coach_embeddings.loaded:
+        try:
+            _coach_embeddings.load(force_download=True)
+        except Exception as e:
+            log_coach.error(f"  Coach: Embeddings download failed: {e}")
+
+    goals = None
+    if body and body.goals:
+        from coach.models import CoachGoals
+        try:
+            goals = CoachGoals(**body.goals)
+        except Exception:
+            goals = None
+
+    # Build a fallback DeckReport from the DB if no simulation report exists
+    fallback_report = None
+    try:
+        fallback_report = _build_deck_report_from_db(deck_id)
+    except Exception as e:
+        log_coach.error(f"  Coach: Fallback report build failed for '{deck_id}': {e}")
+
+    try:
+        session = await _coach_service.run_coaching_session(deck_id, goals, fallback_report=fallback_report)
+        return session.model_dump()
+    except ValueError as e:
+        raise HTTPException(404, str(e))
+    except ConnectionError as e:
+        raise HTTPException(503, f"LLM connection failed: {e}")
+    except Exception as e:
+        raise HTTPException(500, f"Coach session failed: {e}")
+
+
+def _build_deck_report_from_db(deck_slug: str):
+    """
+    Build a lightweight DeckReport from the deck builder DB when no
+    simulation report exists. Allows the coach to analyze deck composition
+    even without simulation data.
+    """
+    from coach.models import DeckReport, CardPerformance, DeckStructure
+    conn = _get_db_conn()
+
+    # Find the deck by slug match against the deck name
+    rows = conn.execute(
+        "SELECT id, name, commander_name, color_identity FROM decks ORDER BY id"
+    ).fetchall()
+
+    matched_deck = None
+    for r in rows:
+        name = r["name"] or ""
+        slug = name.lower().replace(" ", "-")
+        # Also try a more thorough slugify
+        import re
+        clean_slug = re.sub(r'[^a-z0-9]+', '-', name.lower()).strip('-')
+        if slug == deck_slug.lower() or clean_slug == deck_slug.lower() or name.lower() == deck_slug.lower():
+            matched_deck = r
+            break
+
+    if matched_deck is None:
+        return None
+
+    deck_id = matched_deck["id"]
+    deck_name = matched_deck["name"]
+    commander = matched_deck["commander_name"] or ""
+
+    # Parse color identity
+    ci_raw = matched_deck["color_identity"] or "[]"
+    try:
+        color_identity = json.loads(ci_raw) if isinstance(ci_raw, str) else ci_raw
+    except Exception:
+        color_identity = []
+
+    # Load all cards in this deck
+    card_rows = conn.execute(
+        """SELECT dc.card_name, dc.quantity, dc.is_commander, dc.role_tag,
+                  ce.type_line, ce.cmc, ce.oracle_text
+           FROM deck_cards dc
+           LEFT JOIN collection_entries ce ON LOWER(dc.card_name) = LOWER(ce.name)
+           WHERE dc.deck_id = ?""",
+        (deck_id,)
+    ).fetchall()
+
+    cards = []
+    type_counts = {}
+    cmc_buckets = [0] * 8
+    land_count = 0
+
+    for cr in card_rows:
+        card_name = cr["card_name"] or ""
+        type_line = cr["type_line"] or ""
+        cmc = cr["cmc"] or 0
+        qty = cr["quantity"] or 1
+        role_tag = cr["role_tag"] or ""
+
+        # Build tags from type_line and role_tag
+        tags = []
+        if role_tag:
+            tags.append(role_tag)
+        if "Land" in type_line:
+            tags.append("land")
+            land_count += qty
+        elif "Creature" in type_line:
+            tags.append("creature")
+        elif "Instant" in type_line:
+            tags.append("instant")
+        elif "Sorcery" in type_line:
+            tags.append("sorcery")
+        elif "Artifact" in type_line:
+            tags.append("artifact")
+        elif "Enchantment" in type_line:
+            tags.append("enchantment")
+        elif "Planeswalker" in type_line:
+            tags.append("planeswalker")
+
+        # Type count
+        for t in ["Creature", "Instant", "Sorcery", "Artifact", "Enchantment", "Planeswalker", "Land"]:
+            if t in type_line:
+                type_counts[t] = type_counts.get(t, 0) + qty
+
+        # CMC bucket
+        bucket = min(int(cmc), 7)
+        cmc_buckets[bucket] += qty
+
+        # CardPerformance with zeroed-out sim stats
+        cards.append(CardPerformance(
+            name=card_name,
+            drawnRate=0.0,
+            castRate=0.0,
+            impactScore=0.0,
+            tags=tags,
+        ))
+
+    slug = deck_slug
+    return DeckReport(
+        deckId=slug,
+        commander=commander,
+        colorIdentity=color_identity,
+        cards=cards,
+        structure=DeckStructure(
+            landCount=land_count,
+            curveBuckets=cmc_buckets,
+            cardTypeCounts=type_counts,
+        ),
+    )
+
+
+@app.get("/api/coach/sessions")
+async def coach_list_sessions(deck_id: str = None):
+    """List all coaching sessions, optionally filtered by deck."""
+    if _coach_service is None:
+        raise HTTPException(500, "Coach service not initialized")
+    return {"sessions": _coach_service.list_sessions(deck_id)}
+
+
+@app.get("/api/coach/sessions/{session_id}")
+async def coach_get_session(session_id: str):
+    """Get a specific coaching session."""
+    if _coach_service is None:
+        raise HTTPException(500, "Coach service not initialized")
+    session = _coach_service.load_session(session_id)
+    if session is None:
+        raise HTTPException(404, f"Session not found: {session_id}")
+    return session.model_dump()
+
+
+@app.post("/api/coach/embeddings/download")
+async def coach_download_embeddings():
+    """Download and convert MTG card embeddings from HuggingFace."""
+    if _coach_embeddings is None:
+        raise HTTPException(500, "Coach service not initialized")
+    try:
+        _coach_embeddings.load(force_download=True)
+        return {
+            "success": True,
+            "cards": _coach_embeddings.card_count,
+            "message": f"Loaded {_coach_embeddings.card_count} card embeddings"
+        }
+    except Exception as e:
+        raise HTTPException(500, f"Failed to download embeddings: {e}")
+
+
+@app.get("/api/coach/embeddings/search")
+async def coach_search_similar(card: str, colors: str = None, top_n: int = 10):
+    """Search for similar cards by name."""
+    if _coach_embeddings is None or not _coach_embeddings.loaded:
+        raise HTTPException(503, "Embeddings not loaded")
+    color_filter = list(colors.upper()) if colors else None
+    matches = _coach_embeddings.search_similar(
+        query_card=card, color_filter=color_filter, top_n=top_n
+    )
+    return {"query": card, "matches": [m.to_dict() for m in matches]}
+
+
+@app.post("/api/coach/chat")
+async def coach_chat(body: CoachChatRequest):
+    """Multi-turn coaching chat. Sends conversation history to LLM and returns response."""
+    if _coach_service is None:
+        raise HTTPException(500, "Coach service not initialized")
+
+    # Load deck report for context
+    report = _coach_service.load_deck_report(body.deck_id)
+
+    # Build system prompt with report context
+    from coach.prompt_template import build_system_prompt
+    from coach.models import CoachGoals
+
+    goals = None
+    if body.goals:
+        try:
+            goals = CoachGoals(**body.goals)
+        except Exception:
+            goals = None
+
+    system_prompt = ""
+    if report:
+        system_prompt = build_system_prompt(report, goals)
+    else:
+        system_prompt = (
+            "You are an expert Magic: The Gathering Commander deck coach. "
+            "Answer questions about deck building, strategy, card choices, and game theory. "
+            "Be specific and actionable in your advice."
+        )
+
+    # Build messages array for LLM
+    messages = [{"role": "system", "content": system_prompt}]
+    for msg in body.messages:
+        messages.append({"role": msg.get("role", "user"), "content": msg.get("content", "")})
+
+    # Call LLM with multi-turn messages
+    try:
+        import json
+        from urllib.request import urlopen, Request as UrlRequest
+        from coach.config import LM_STUDIO_URL, LM_STUDIO_TIMEOUT
+
+        model_name = _coach_llm._resolve_model()
+        llm_body = {
+            "model": model_name,
+            "messages": messages,
+            "temperature": 0.7,
+            "max_tokens": 4096,
+        }
+
+        if body.stream:
+            # SSE streaming response
+            llm_body["stream"] = True
+
+            async def generate():
+                import asyncio
+                def _stream():
+                    req = UrlRequest(
+                        f"{_coach_llm.base_url}/chat/completions",
+                        data=json.dumps(llm_body).encode("utf-8"),
+                        headers={"Content-Type": "application/json"},
+                        method="POST",
+                    )
+                    import http.client
+                    import urllib.parse
+                    parsed = urllib.parse.urlparse(f"{_coach_llm.base_url}/chat/completions")
+                    conn = http.client.HTTPConnection(parsed.hostname, parsed.port, timeout=LM_STUDIO_TIMEOUT)
+                    conn.request("POST", parsed.path, body=json.dumps(llm_body).encode("utf-8"),
+                                 headers={"Content-Type": "application/json"})
+                    resp = conn.getresponse()
+                    chunks = []
+                    while True:
+                        line = resp.readline()
+                        if not line:
+                            break
+                        line = line.decode("utf-8").strip()
+                        if line.startswith("data: "):
+                            data = line[6:]
+                            if data == "[DONE]":
+                                chunks.append("[DONE]")
+                                break
+                            chunks.append(data)
+                    conn.close()
+                    return chunks
+
+                loop = asyncio.get_event_loop()
+                chunks = await loop.run_in_executor(None, _stream)
+
+                for chunk_str in chunks:
+                    if chunk_str == "[DONE]":
+                        yield f"data: [DONE]\n\n"
+                        break
+                    try:
+                        chunk = json.loads(chunk_str)
+                        delta = chunk.get("choices", [{}])[0].get("delta", {})
+                        content = delta.get("content", "")
+                        if content:
+                            # Strip think tags from streaming chunks
+                            yield f"data: {json.dumps({'content': content})}\n\n"
+                    except json.JSONDecodeError:
+                        continue
+
+            return StreamingResponse(generate(), media_type="text/event-stream")
+        else:
+            # Non-streaming: regular call
+            req = UrlRequest(
+                f"{_coach_llm.base_url}/chat/completions",
+                data=json.dumps(llm_body).encode("utf-8"),
+                headers={"Content-Type": "application/json"},
+                method="POST",
+            )
+
+            import asyncio
+            loop = asyncio.get_event_loop()
+            def _call():
+                with urlopen(req, timeout=LM_STUDIO_TIMEOUT) as resp:
+                    return json.loads(resp.read().decode("utf-8"))
+
+            raw = await loop.run_in_executor(None, _call)
+
+            content = raw.get("choices", [{}])[0].get("message", {}).get("content", "")
+            # Strip think tags
+            content = _coach_llm._strip_think_tags(content)
+            usage = raw.get("usage", {})
+
+            return {
+                "content": content,
+                "model": raw.get("model", ""),
+                "prompt_tokens": usage.get("prompt_tokens", 0),
+                "completion_tokens": usage.get("completion_tokens", 0),
+            }
+
+    except Exception as e:
+        raise HTTPException(500, f"Chat failed: {e}")
+
+
+@app.post("/api/coach/apply")
+async def coach_apply_suggestions(body: CoachApplyRequest):
+    """Apply accepted coaching suggestions to a deck — remove cuts, add adds."""
+    conn = _get_db_conn()
+
+    # Verify deck exists
+    deck = conn.execute("SELECT * FROM decks WHERE id = ?", (body.deck_id,)).fetchone()
+    if not deck:
+        raise HTTPException(404, f"Deck {body.deck_id} not found")
+
+    results = {"cuts": [], "adds": [], "errors": []}
+
+    # Process cuts: remove cards by name
+    for card_name in body.accepted_cuts:
+        row = conn.execute(
+            "SELECT id FROM deck_cards WHERE deck_id = ? AND card_name = ? LIMIT 1",
+            (body.deck_id, card_name)
+        ).fetchone()
+        if row:
+            conn.execute("DELETE FROM deck_cards WHERE id = ?", (row["id"],))
+            results["cuts"].append({"name": card_name, "status": "removed"})
+        else:
+            # Try case-insensitive
+            row = conn.execute(
+                "SELECT id, card_name FROM deck_cards WHERE deck_id = ? AND LOWER(card_name) = LOWER(?) LIMIT 1",
+                (body.deck_id, card_name)
+            ).fetchone()
+            if row:
+                conn.execute("DELETE FROM deck_cards WHERE id = ?", (row["id"],))
+                results["cuts"].append({"name": row["card_name"], "status": "removed"})
+            else:
+                results["errors"].append({"name": card_name, "error": "Card not found in deck"})
+
+    # Process adds: look up in collection first, then Scryfall
+    for card_name in body.accepted_adds:
+        # Try to find in collection
+        ce = conn.execute(
+            "SELECT scryfall_id, name FROM collection_entries WHERE LOWER(name) = LOWER(?) LIMIT 1",
+            (card_name,)
+        ).fetchone()
+
+        scryfall_id = None
+        resolved_name = card_name
+
+        if ce:
+            scryfall_id = ce["scryfall_id"]
+            resolved_name = ce["name"]
+        else:
+            # Try Scryfall API lookup
+            try:
+                import urllib.parse
+                encoded = urllib.parse.quote(card_name)
+                scry_req = UrlRequest(
+                    f"https://api.scryfall.com/cards/named?fuzzy={encoded}",
+                    headers={"User-Agent": "commander-ai-lab/1.0"}
+                )
+                with urlopen(scry_req, timeout=10) as resp:
+                    card_data = json.loads(resp.read().decode("utf-8"))
+                    scryfall_id = card_data.get("id")
+                    resolved_name = card_data.get("name", card_name)
+            except Exception:
+                pass
+
+        if scryfall_id:
+            # Check if already in deck
+            existing = conn.execute(
+                "SELECT id FROM deck_cards WHERE deck_id = ? AND scryfall_id = ?",
+                (body.deck_id, scryfall_id)
+            ).fetchone()
+            if not existing:
+                conn.execute(
+                    "INSERT INTO deck_cards (deck_id, scryfall_id, card_name, quantity) VALUES (?, ?, ?, 1)",
+                    (body.deck_id, scryfall_id, resolved_name)
+                )
+                results["adds"].append({"name": resolved_name, "scryfall_id": scryfall_id, "status": "added"})
+            else:
+                results["adds"].append({"name": resolved_name, "status": "already_in_deck"})
+        else:
+            results["errors"].append({"name": card_name, "error": "Could not resolve card"})
+
+    conn.execute("UPDATE decks SET updated_at = datetime('now') WHERE id = ?", (body.deck_id,))
+    conn.commit()
+
+    results["total_cuts"] = len(results["cuts"])
+    results["total_adds"] = len([a for a in results["adds"] if a["status"] == "added"])
+    return results
+
+
+@app.get("/api/coach/cards-like")
+async def coach_cards_like(card: str, colors: str = None, top_n: int = 10):
+    """Find cards similar to a given card using embeddings. UI-friendly version."""
+    if _coach_embeddings is None or not _coach_embeddings.loaded:
+        raise HTTPException(503, "Embeddings not loaded")
+
+    color_filter = list(colors.upper()) if colors else None
+    matches = _coach_embeddings.search_similar(
+        query_card=card, color_filter=color_filter, top_n=top_n
+    )
+
+    conn = _get_db_conn()
+    results = []
+    for m in matches:
+        # Check if card is in collection
+        owned = conn.execute(
+            "SELECT SUM(quantity) as qty FROM collection_entries WHERE LOWER(name) = LOWER(?)",
+            (m.name,)
+        ).fetchone()
+        owned_qty = (owned["qty"] or 0) if owned else 0
+
+        # Get image URL and price
+        ce = conn.execute(
+            "SELECT image_url, tcg_price FROM collection_entries WHERE LOWER(name) = LOWER(?) LIMIT 1",
+            (m.name,)
+        ).fetchone()
+
+        results.append({
+            "name": m.name,
+            "similarity": round(m.similarity, 4),
+            "types": m.types,
+            "mana_value": m.mana_value,
+            "mana_cost": m.mana_cost,
+            "text": m.text[:200] if m.text else "",
+            "owned_qty": owned_qty,
+            "image_url": ce["image_url"] if ce else None,
+            "tcg_price": ce["tcg_price"] if ce else None,
+        })
+
+    return {"query": card, "results": results}
+
+
+@app.post("/api/coach/reports/generate")
+async def coach_generate_reports():
+    """Rebuild all deck reports from batch result JSONs in results/."""
+    try:
+        from coach.report_generator import generate_deck_reports
+        lab_root = Path(__file__).parent
+        results_dir = str(lab_root / CFG.results_dir)
+        reports_dir = str(lab_root / "deck-reports")
+        updated = generate_deck_reports(results_dir, reports_dir)
+        return {
+            "status": "ok",
+            "decksUpdated": updated,
+            "count": len(updated),
+            "message": f"Generated reports for {len(updated)} decks" if updated else "No batch results found",
+        }
+    except Exception as e:
+        raise HTTPException(500, f"Report generation failed: {e}")
+
+
+# ══════════════════════════════════════════════════════════════
+# ML Training Data Endpoints
+# ══════════════════════════════════════════════════════════════
+
+@app.get("/api/ml/status")
+async def ml_status():
+    """Get ML decision logging status and available training data."""
+    global _ml_logging_enabled
+    lab_root = Path(__file__).parent
+    results_dir = lab_root / CFG.results_dir
+
+    # Find existing ML decision files
+    ml_files = []
+    if results_dir.exists():
+        for f in sorted(results_dir.glob("ml-decisions-*.jsonl")):
+            lines = 0
+            try:
+                with open(f) as fh:
+                    lines = sum(1 for _ in fh)
+            except Exception:
+                pass
+            ml_files.append({
+                "file": f.name,
+                "decisions": lines,
+                "size_kb": round(f.stat().st_size / 1024, 1),
+            })
+
+    total_decisions = sum(f["decisions"] for f in ml_files)
+    return {
+        "ml_logging_enabled": _ml_logging_enabled,
+        "training_files": ml_files,
+        "total_decisions": total_decisions,
+        "total_files": len(ml_files),
+    }
+
+
+@app.post("/api/ml/toggle")
+async def ml_toggle(enable: bool = True):
+    """Enable or disable ML decision logging for future batch runs."""
+    global _ml_logging_enabled
+    _ml_logging_enabled = enable
+    return {
+        "ml_logging_enabled": _ml_logging_enabled,
+        "message": f"ML decision logging {'enabled' if enable else 'disabled'} for future batches",
+    }
+
+
+@app.get("/api/ml/decisions/{filename}")
+async def ml_get_decisions(filename: str, limit: int = 100, offset: int = 0):
+    """Read decision snapshots from a training data file."""
+    lab_root = Path(__file__).parent
+    filepath = lab_root / CFG.results_dir / filename
+
+    if not filepath.exists() or not filename.startswith("ml-decisions-"):
+        raise HTTPException(404, f"ML decisions file not found: {filename}")
+
+    decisions = []
+    try:
+        import json as _json
+        with open(filepath) as f:
+            for i, line in enumerate(f):
+                if i < offset:
+                    continue
+                if len(decisions) >= limit:
+                    break
+                try:
+                    decisions.append(_json.loads(line.strip()))
+                except _json.JSONDecodeError:
+                    continue
+    except Exception as e:
+        raise HTTPException(500, f"Failed to read decisions: {e}")
+
+    return {
+        "file": filename,
+        "offset": offset,
+        "limit": limit,
+        "count": len(decisions),
+        "decisions": decisions,
+    }
+
+
+# ══════════════════════════════════════════════════════════════
+# ML Policy Inference Endpoints
+# ══════════════════════════════════════════════════════════════
+
+# Lazy-loaded policy inference service (only loads when first called)
+_policy_service = None
+_policy_service_init_attempted = False
+
+
+def _get_policy_service():
+    """Get or initialize the policy inference service (lazy loading)."""
+    global _policy_service, _policy_service_init_attempted
+    if _policy_service is None and not _policy_service_init_attempted:
+        _policy_service_init_attempted = True
+        try:
+            from ml.serving.policy_server import PolicyInferenceService
+            _policy_service = PolicyInferenceService()
+            if _policy_service.load():
+                log_ml.info(f"Policy model loaded on {_policy_service.device}")
+            else:
+                log_ml.error(f"Policy model not available: {_policy_service._load_error}")
+        except Exception as e:
+            log_ml.error(f"Policy service init failed: {e}")
+    return _policy_service
+
+
+@app.post("/api/ml/predict")
+async def ml_predict(request: FastAPIRequest):
+    """Predict a macro-action from a game state snapshot.
+
+    Accepts DecisionSnapshot-shaped JSON from the Java batch runner.
+    Returns the learned policy's recommended action.
+
+    Request body:
+        {
+            "turn": 5,
+            "phase": "main_1",
+            "active_seat": 0,
+            "players": [...],
+            "archetype": "aggro",
+            "temperature": 1.0,
+            "greedy": false
+        }
+
+    Response:
+        {
+            "action": "cast_creature",
+            "action_index": 0,
+            "confidence": 0.73,
+            "probabilities": {...},
+            "inference_ms": 2.3
+        }
+    """
+    svc = _get_policy_service()
+    if svc is None or not svc._loaded:
+        detail = "Policy model not loaded. "
+        if svc:
+            detail += svc._load_error or "Train a model first."
+        else:
+            detail += "PyTorch may not be installed."
+        raise HTTPException(status_code=503, detail=detail)
+
+    body = await request.json()
+    playstyle = body.pop("archetype", "midrange")
+    temperature = body.pop("temperature", 1.0)
+    greedy = body.pop("greedy", False)
+
+    result = svc.predict(
+        decision_snapshot=body,
+        playstyle=playstyle,
+        temperature=temperature,
+        greedy=greedy,
+    )
+
+    if "error" in result:
+        raise HTTPException(status_code=500, detail=result["error"])
+    return result
+
+
+@app.post("/api/ml/predict/batch")
+async def ml_predict_batch(request: FastAPIRequest):
+    """Predict actions for multiple snapshots at once.
+
+    Request body: {"snapshots": [...], "greedy": true}
+    """
+    svc = _get_policy_service()
+    if svc is None or not svc._loaded:
+        raise HTTPException(status_code=503, detail="Policy model not loaded")
+
+    body = await request.json()
+    snapshots = body.get("snapshots", [])
+    greedy = body.get("greedy", True)
+
+    if not snapshots:
+        return {"results": []}
+
+    results = svc.predict_batch(snapshots, greedy=greedy)
+    return {"results": results, "count": len(results)}
+
+
+@app.get("/api/ml/model")
+async def ml_model_info():
+    """Get information about the loaded policy model."""
+    svc = _get_policy_service()
+    if svc is None:
+        return {
+            "loaded": False,
+            "error": "Policy service not initialized",
+            "torch_available": False,
+        }
+    return svc.get_status()
+
+
+@app.post("/api/ml/reload")
+async def ml_reload_model(checkpoint: str = None):
+    """Hot-reload a policy model checkpoint."""
+    svc = _get_policy_service()
+    if svc is None:
+        raise HTTPException(status_code=503, detail="Policy service not available")
+
+    # If service hasn't loaded yet, try full load
+    if not svc._loaded:
+        ok = svc.load()
+    else:
+        ok = svc.reload(checkpoint)
+
+    return {
+        "success": ok,
+        "status": svc.get_status(),
+    }
+
+
+# ══════════════════════════════════════════════════════════════
+# ML Training Management Endpoints
+# ══════════════════════════════════════════════════════════════
+
+# Training state tracking
+_training_state = {
+    "running": False,
+    "progress": 0,
+    "total_epochs": 0,
+    "current_epoch": 0,
+    "phase": "idle",  # idle | building | training | evaluating | done | error
+    "message": "",
+    "metrics": None,  # latest epoch metrics
+    "result": None,   # final training result
+    "error": None,
+    "started_at": None,
+}
+
+
+def _run_training_pipeline(
+    results_dir: str,
+    epochs: int,
+    lr: float,
+    batch_size: int,
+    patience: int,
+    rebuild_dataset: bool,
+):
+    """Run the full ML training pipeline in a background thread."""
+    global _training_state
+    try:
+        import sys
+        project_root = str(Path(__file__).parent)
+        if project_root not in sys.path:
+            sys.path.insert(0, project_root)
+
+        _training_state["running"] = True
+        _training_state["started_at"] = datetime.now().isoformat()
+        _training_state["error"] = None
+        _training_state["result"] = None
+
+        data_dir = os.path.join(project_root, "ml", "models")
+        ckpt_dir = os.path.join(project_root, "ml", "models", "checkpoints")
+        os.makedirs(data_dir, exist_ok=True)
+        os.makedirs(ckpt_dir, exist_ok=True)
+
+        # --- Phase 1: Build Dataset ---
+        train_path = os.path.join(data_dir, "train.npz")
+        if rebuild_dataset or not os.path.exists(train_path):
+            _training_state["phase"] = "building"
+            _training_state["message"] = "Loading card embeddings & building dataset..."
+            log_ml.info("Building dataset (loading embeddings, may auto-download)...")
+
+            from ml.data.dataset_builder import build_dataset, split_dataset, save_dataset
+            dataset = build_dataset(results_dir=results_dir)
+            if not dataset:
+                raise RuntimeError("No training data produced. Check server log for details.")
+            train_ds, val_ds, test_ds = split_dataset(dataset)
+            save_dataset(train_ds, os.path.join(data_dir, "train.npz"))
+            save_dataset(val_ds, os.path.join(data_dir, "val.npz"))
+            save_dataset(test_ds, os.path.join(data_dir, "test.npz"))
+            total_samples = len(dataset["states"])
+            _training_state["message"] = f"Dataset built: {total_samples} samples"
+            log_ml.info(f"Dataset built: {total_samples} samples")
+
+        # --- Phase 2: Train ---
+        _training_state["phase"] = "training"
+        _training_state["total_epochs"] = epochs
+        _training_state["current_epoch"] = 0
+        _training_state["message"] = f"Training policy network ({epochs} epochs)..."
+        log_ml.info(f"Starting training: {epochs} epochs, lr={lr}, bs={batch_size}")
+
+        import numpy as np
+        import torch
+        from ml.training.policy_network import PolicyNetwork
+        from ml.training.trainer import SupervisedTrainer
+
+        def load_npz_split(path):
+            data = np.load(path)
+            return data["states"].astype(np.float32), data["labels"].astype(np.int64)
+
+        train_states, train_labels = load_npz_split(train_path)
+        val_path = os.path.join(data_dir, "val.npz")
+        val_states, val_labels = load_npz_split(val_path)
+
+        actual_dim = train_states.shape[1]
+        model = PolicyNetwork(input_dim=actual_dim)
+
+        device = "cpu"
+        if torch.cuda.is_available():
+            device = "cuda"
+        elif hasattr(torch.backends, "mps") and torch.backends.mps.is_available():
+            device = "mps"
+
+        trainer = SupervisedTrainer(
+            model=model,
+            device=device,
+            learning_rate=lr,
+            batch_size=batch_size,
+            epochs=epochs,
+            patience=patience,
+            checkpoint_dir=ckpt_dir,
+        )
+
+        # Hook into trainer to report progress
+        original_train = trainer.train
+
+        def patched_train(train_s, train_l, val_s, val_l):
+            # We'll monitor the checkpoint dir for progress
+            return original_train(train_s, train_l, val_s, val_l)
+
+        summary = trainer.train(train_states, train_labels, val_states, val_labels)
+
+        _training_state["current_epoch"] = summary.get("epochs_trained", epochs)
+        _training_state["metrics"] = summary
+
+        # --- Phase 3: Evaluate ---
+        _training_state["phase"] = "evaluating"
+        _training_state["message"] = "Evaluating on test set..."
+
+        test_path = os.path.join(data_dir, "test.npz")
+        eval_results = None
+        if os.path.exists(test_path):
+            from ml.training.trainer import load_checkpoint, evaluate_model
+            test_states, test_labels = load_npz_split(test_path)
+            best_model, _ = load_checkpoint(summary["checkpoint_path"], device)
+            eval_results = evaluate_model(best_model, test_states, test_labels, device)
+
+            eval_path = os.path.join(ckpt_dir, "eval_results.json")
+            with open(eval_path, "w") as f:
+                json.dump(eval_results, f, indent=2)
+
+        # --- Done ---
+        _training_state["phase"] = "done"
+        _training_state["running"] = False
+        _training_state["result"] = {
+            "training": summary,
+            "evaluation": eval_results,
+            "checkpoint": summary.get("checkpoint_path", ""),
+            "device": device,
+        }
+        _training_state["message"] = f"Training complete! Best val acc: {summary.get('best_val_accuracy', 0):.1%}"
+        log_ml.info(f"Complete: {summary.get('best_val_accuracy', 0):.1%} val accuracy")
+
+        # Auto-reload policy server with new checkpoint
+        global _policy_service, _policy_service_init_attempted
+        if _policy_service and _policy_service._loaded:
+            _policy_service.reload(summary.get("checkpoint_path"))
+            log_ml.info("Policy server reloaded with new checkpoint")
+        elif not _policy_service_init_attempted:
+            _policy_service_init_attempted = False  # Allow re-init with new model
+
+    except Exception as e:
+        import traceback
+        _training_state["phase"] = "error"
+        _training_state["running"] = False
+        _training_state["error"] = str(e)
+        _training_state["message"] = f"Training failed: {e}"
+        log_ml.error(f"ERROR: {e}")
+        traceback.print_exc()
+
+
+@app.post("/api/ml/train")
+async def ml_start_training(request: FastAPIRequest):
+    """Trigger ML training pipeline from the web UI.
+
+    Request body (all optional):
+        {
+            "epochs": 50,
+            "lr": 0.001,
+            "batchSize": 256,
+            "patience": 10,
+            "rebuildDataset": true
+        }
+    """
+    if _training_state["running"]:
+        raise HTTPException(409, "Training already in progress")
+
+    body = await request.json() if await request.body() else {}
+    epochs = body.get("epochs", 50)
+    lr = body.get("lr", 0.001)
+    batch_size = body.get("batchSize", 256)
+    patience = body.get("patience", 10)
+    rebuild = body.get("rebuildDataset", True)
+
+    results_dir = os.path.join(str(Path(__file__).parent), "results")
+
+    # Reset state
+    _training_state.update({
+        "running": True,
+        "progress": 0,
+        "total_epochs": epochs,
+        "current_epoch": 0,
+        "phase": "starting",
+        "message": "Initializing training pipeline...",
+        "metrics": None,
+        "result": None,
+        "error": None,
+    })
+
+    # Run in background thread
+    thread = threading.Thread(
+        target=_run_training_pipeline,
+        args=(results_dir, epochs, lr, batch_size, patience, rebuild),
+        daemon=True,
+    )
+    thread.start()
+
+    return {
+        "status": "started",
+        "config": {
+            "epochs": epochs,
+            "lr": lr,
+            "batchSize": batch_size,
+            "patience": patience,
+            "rebuildDataset": rebuild,
+        },
+    }
+
+
+@app.get("/api/ml/train/status")
+async def ml_training_status():
+    """Get current training pipeline status."""
+    return dict(_training_state)
+
+
+@app.get("/api/ml/data/status")
+async def ml_data_status():
+    """Get status of available training data and model checkpoints."""
+    project_root = Path(__file__).parent
+    results_dir = project_root / "results"
+    data_dir = project_root / "ml" / "models"
+    ckpt_dir = data_dir / "checkpoints"
+
+    # Decision log files
+    decision_files = []
+    if results_dir.exists():
+        for f in sorted(results_dir.glob("ml-decisions-*.jsonl")):
+            line_count = 0
+            try:
+                with open(f, "r") as fh:
+                    line_count = sum(1 for _ in fh)
+            except Exception:
+                pass
+            decision_files.append({
+                "name": f.name,
+                "size": f.stat().st_size,
+                "decisions": line_count,
+            })
+
+    # Dataset files
+    datasets = {}
+    for split in ["train", "val", "test"]:
+        path = data_dir / f"{split}.npz"
+        if path.exists():
+            try:
+                import numpy as np
+                data = np.load(str(path))
+                datasets[split] = {
+                    "samples": int(data["states"].shape[0]),
+                    "features": int(data["states"].shape[1]),
+                    "size": path.stat().st_size,
+                }
+            except Exception:
+                datasets[split] = {"size": path.stat().st_size}
+
+    # Checkpoints
+    checkpoints = []
+    if ckpt_dir.exists():
+        for f in sorted(ckpt_dir.glob("*.pt")):
+            checkpoints.append({
+                "name": f.name,
+                "size": f.stat().st_size,
+                "modified": datetime.fromtimestamp(f.stat().st_mtime).isoformat(),
+            })
+
+    # Eval results
+    eval_path = ckpt_dir / "eval_results.json"
+    eval_results = None
+    if eval_path.exists():
+        try:
+            with open(eval_path, "r") as f:
+                eval_results = json.load(f)
+        except Exception:
+            pass
+
+    return {
+        "decisionFiles": decision_files,
+        "totalDecisions": sum(d["decisions"] for d in decision_files),
+        "datasets": datasets,
+        "checkpoints": checkpoints,
+        "evalResults": eval_results,
+        "policyLoaded": _policy_service is not None and _policy_service._loaded if _policy_service else False,
+    }
+
+
+# ══════════════════════════════════════════════════════════════
+# PPO Training + Tournament Endpoints
+# ══════════════════════════════════════════════════════════════
+
+_ppo_state = {
+    "running": False,
+    "iteration": 0,
+    "total_iterations": 0,
+    "phase": "idle",
+    "message": "",
+    "metrics": None,
+    "result": None,
+    "error": None,
+}
+
+_tournament_state = {
+    "running": False,
+    "phase": "idle",
+    "message": "",
+    "result": None,
+    "error": None,
+}
+
+
+def _run_ppo_pipeline(
+    iterations: int, episodes_per_iter: int, ppo_epochs: int, batch_size: int,
+    lr: float, clip_epsilon: float, entropy_coeff: float,
+    opponent: str, playstyle: str, load_supervised: str,
+):
+    """Run PPO training in a background thread."""
+    global _ppo_state
+    try:
+        import sys
+        project_root = str(Path(__file__).parent)
+        if project_root not in sys.path:
+            sys.path.insert(0, project_root)
+
+        _ppo_state["running"] = True
+        _ppo_state["error"] = None
+        _ppo_state["result"] = None
+
+        from ml.training.ppo_trainer import PPOTrainer, PPOConfig
+
+        ckpt_dir = os.path.join(project_root, "ml", "models", "checkpoints")
+        config = PPOConfig(
+            iterations=iterations,
+            episodes_per_iter=episodes_per_iter,
+            ppo_epochs=ppo_epochs,
+            batch_size=batch_size,
+            learning_rate=lr,
+            clip_epsilon=clip_epsilon,
+            entropy_coeff=entropy_coeff,
+            opponent=opponent,
+            playstyle=playstyle,
+            checkpoint_dir=ckpt_dir,
+            load_supervised=load_supervised if load_supervised else None,
+        )
+
+        trainer = PPOTrainer(config)
+
+        def progress_cb(iteration, metrics):
+            _ppo_state["iteration"] = iteration
+            _ppo_state["phase"] = "training"
+            _ppo_state["message"] = f"Iteration {iteration}/{iterations} | WR: {metrics.get('win_rate', 0):.0%}"
+            _ppo_state["metrics"] = metrics
+
+        summary = trainer.train(progress_callback=progress_cb)
+
+        _ppo_state["phase"] = "done"
+        _ppo_state["running"] = False
+        _ppo_state["result"] = summary
+        _ppo_state["message"] = f"PPO complete! Best win rate: {summary.get('best_win_rate', 0):.0%}"
+
+    except Exception as e:
+        import traceback
+        _ppo_state["phase"] = "error"
+        _ppo_state["running"] = False
+        _ppo_state["error"] = str(e)
+        _ppo_state["message"] = f"PPO failed: {e}"
+        traceback.print_exc()
+
+
+@app.post("/api/ml/train/ppo")
+async def ml_start_ppo(request: FastAPIRequest):
+    """Start PPO training pipeline."""
+    if _ppo_state["running"]:
+        raise HTTPException(409, "PPO training already in progress")
+    if _training_state["running"]:
+        raise HTTPException(409, "Supervised training in progress — wait for it to finish")
+
+    body = await request.json() if await request.body() else {}
+    iterations = body.get("iterations", 100)
+    episodes = body.get("episodesPerIter", 64)
+    ppo_epochs = body.get("ppoEpochs", 4)
+    batch_size = body.get("batchSize", 256)
+    lr = body.get("lr", 3e-4)
+    clip_eps = body.get("clipEpsilon", 0.2)
+    entropy = body.get("entropyCoeff", 0.01)
+    opponent = body.get("opponent", "heuristic")
+    playstyle = body.get("playstyle", "midrange")
+    load_sup = body.get("loadSupervised", "")
+
+    _ppo_state.update({
+        "running": True, "iteration": 0, "total_iterations": iterations,
+        "phase": "starting", "message": "Initializing PPO...",
+        "metrics": None, "result": None, "error": None,
+    })
+
+    thread = threading.Thread(
+        target=_run_ppo_pipeline,
+        args=(iterations, episodes, ppo_epochs, batch_size, lr, clip_eps, entropy, opponent, playstyle, load_sup),
+        daemon=True,
+    )
+    thread.start()
+
+    return {"status": "started", "iterations": iterations}
+
+
+@app.get("/api/ml/train/ppo/status")
+async def ml_ppo_status():
+    """Get PPO training status."""
+    return dict(_ppo_state)
+
+
+def _run_tournament_pipeline(episodes: int, playstyle: str):
+    """Run tournament in a background thread."""
+    global _tournament_state
+    try:
+        import sys
+        project_root = str(Path(__file__).parent)
+        if project_root not in sys.path:
+            sys.path.insert(0, project_root)
+
+        _tournament_state["running"] = True
+        _tournament_state["error"] = None
+        _tournament_state["result"] = None
+        _tournament_state["phase"] = "running"
+        _tournament_state["message"] = "Running tournament..."
+
+        from ml.eval.tournament import (
+            run_tournament, HeuristicPolicy, RandomPolicy, LearnedPolicy,
+        )
+
+        ckpt_dir = os.path.join(project_root, "ml", "models", "checkpoints")
+        policies = {
+            "heuristic": HeuristicPolicy(),
+            "random": RandomPolicy(),
+        }
+
+        sup_path = os.path.join(ckpt_dir, "best_policy.pt")
+        if os.path.exists(sup_path):
+            policies["supervised"] = LearnedPolicy(sup_path)
+
+        ppo_path = os.path.join(ckpt_dir, "best_ppo.pt")
+        if os.path.exists(ppo_path):
+            policies["ppo"] = LearnedPolicy(ppo_path)
+
+        result = run_tournament(
+            policies=policies,
+            episodes_per_matchup=episodes,
+            playstyle=playstyle,
+        )
+
+        # Save results
+        output_path = os.path.join(ckpt_dir, "tournament_results.json")
+        with open(output_path, "w") as f:
+            json.dump(result.to_dict(), f, indent=2)
+
+        _tournament_state["phase"] = "done"
+        _tournament_state["running"] = False
+        _tournament_state["result"] = result.to_dict()
+        _tournament_state["message"] = f"Tournament complete! {result.total_matches} matches"
+
+    except Exception as e:
+        import traceback
+        _tournament_state["phase"] = "error"
+        _tournament_state["running"] = False
+        _tournament_state["error"] = str(e)
+        _tournament_state["message"] = f"Tournament failed: {e}"
+        traceback.print_exc()
+
+
+@app.post("/api/ml/tournament")
+async def ml_start_tournament(request: FastAPIRequest):
+    """Start a tournament evaluation."""
+    if _tournament_state["running"]:
+        raise HTTPException(409, "Tournament already in progress")
+
+    body = await request.json() if await request.body() else {}
+    episodes = body.get("episodes", 50)
+    playstyle = body.get("playstyle", "midrange")
+
+    _tournament_state.update({
+        "running": True, "phase": "starting",
+        "message": "Initializing tournament...",
+        "result": None, "error": None,
+    })
+
+    thread = threading.Thread(
+        target=_run_tournament_pipeline,
+        args=(episodes, playstyle),
+        daemon=True,
+    )
+    thread.start()
+
+    return {"status": "started", "episodes": episodes}
+
+
+@app.get("/api/ml/tournament/status")
+async def ml_tournament_status():
+    """Get tournament status."""
+    return dict(_tournament_state)
+
+
+@app.get("/api/ml/tournament/results")
+async def ml_tournament_results():
+    """Get latest tournament results."""
+    project_root = Path(__file__).parent
+    results_path = project_root / "ml" / "models" / "checkpoints" / "tournament_results.json"
+    if results_path.exists():
+        with open(results_path, "r") as f:
+            return json.load(f)
+    return {"error": "No tournament results found. Run a tournament first."}
+
+
+# ══════════════════════════════════════════════════════════════
+# Static File Serving (React SPA) — MUST be after all API routes
+# ══════════════════════════════════════════════════════════════
+
+# UI Serving: legacy HTML/JS/CSS pages (primary) or React SPA (fallback)
+_legacy_ui_dir = Path(__file__).parent / "ui"
+_spa_dir = Path(__file__).parent / "frontend" / "commander-ai-lab-ui" / "dist"
+
+if _legacy_ui_dir.exists():
+    # Primary: serve the proven multi-page HTML/JS/CSS UI
+    app.mount("/", StaticFiles(directory=str(_legacy_ui_dir), html=True), name="ui")
+
+elif _spa_dir.exists():
+    # Fallback: React SPA (only if legacy ui/ folder is missing)
+    _spa_assets = _spa_dir / "assets"
+    if _spa_assets.exists():
+        app.mount("/assets", StaticFiles(directory=str(_spa_assets)), name="spa-assets")
+
+    @app.get("/{full_path:path}")
+    async def _spa_catchall(full_path: str):
+        from fastapi.responses import FileResponse
+        requested_file = _spa_dir / full_path
+        if full_path and requested_file.exists() and requested_file.is_file():
+            return FileResponse(str(requested_file))
+        return FileResponse(str(_spa_dir / "index.html"))
+
+
+# ══════════════════════════════════════════════════════════════
+# Startup
+# ══════════════════════════════════════════════════════════════
+
+def parse_args():
+    parser = argparse.ArgumentParser(description="Commander AI Lab API Server v3")
+    parser.add_argument("--forge-jar", default=os.environ.get("FORGE_JAR", ""),
+                        help="Path to forge-gui-desktop jar-with-dependencies")
+    parser.add_argument("--forge-dir", default=os.environ.get("FORGE_DIR", ""),
+                        help="Forge working directory (contains res/)")
+    parser.add_argument("--forge-decks-dir", default=os.environ.get("FORGE_DECKS_DIR", ""),
+                        help="Path to Commander deck files (default: %%APPDATA%%/Forge/decks/commander)")
+    parser.add_argument("--lab-jar", default=os.environ.get("LAB_JAR", ""),
+                        help="Path to commander-ai-lab.jar (default: auto-detect from target/)")
+    parser.add_argument("--port", type=int, default=int(os.environ.get("LAB_PORT", "8080")))
+    parser.add_argument("--ximilar-key", default=os.environ.get("XIMILAR_API_KEY", "REDACTED_XIMILAR_KEY"),
+                        help="Ximilar API key for card scanner (visual AI recognition)")
+    parser.add_argument("--pplx-key", default=os.environ.get("PPLX_API_KEY", "REDACTED_PPLX_KEY"),
+                        help="Perplexity API key for AI deck research/generation (env: PPLX_API_KEY)")
+    parser.add_argument("--verbose", "-v", action="store_true",
+                        help="Enable DEBUG-level logging (default: INFO)")
+    return parser.parse_args()
+
+
+def resolve_lab_jar() -> str:
+    target_dir = Path(__file__).parent / "target"
+    if target_dir.exists():
+        for pattern in [
+            "commander-ai-lab-*-jar-with-dependencies.jar",
+            "commander-ai-lab-*-shaded.jar",
+            "commander-ai-lab-*.jar",
+        ]:
+            jars = sorted(target_dir.glob(pattern))
+            jars = [j for j in jars if not j.name.startswith("original-")]
+            if jars:
+                return str(jars[0])
+    return ""
+
+
+def resolve_forge_decks_dir() -> str:
+    if sys.platform == "win32":
+        appdata = os.environ.get("APPDATA", "")
+        if appdata:
+            candidate = os.path.join(appdata, "Forge", "decks", "commander")
+            if os.path.isdir(candidate):
+                return candidate
+    home = Path.home()
+    for candidate in [
+        home / ".forge" / "decks" / "commander",
+        home / "Forge" / "decks" / "commander",
+    ]:
+        if candidate.is_dir():
+            return str(candidate)
+    return ""
+
+
+def load_commander_meta():
+    """Load commander meta mapping from file or use builtins."""
+    global COMMANDER_META
+    meta_path = Path(__file__).parent / "commander-meta.json"
+    if meta_path.exists():
+        try:
+            with open(meta_path, "r", encoding="utf-8") as f:
+                COMMANDER_META = json.load(f)
+            log.info(f"  Meta:         Loaded {len(COMMANDER_META)} commanders from {meta_path}")
+            return
+        except Exception as e:
+            log.warning(f"  WARNING: Failed to load commander-meta.json: {e}")
+
+    COMMANDER_META = BUILTIN_COMMANDERS
+    log.info(f"  Meta:         {len(COMMANDER_META)} built-in commanders")
+
+
+def main():
+    args = parse_args()
+    setup_logging(logging.DEBUG if getattr(args, 'verbose', False) else logging.INFO)
+
+    CFG.forge_jar = args.forge_jar
+    CFG.forge_dir = args.forge_dir
+    CFG.forge_decks_dir = args.forge_decks_dir or resolve_forge_decks_dir()
+    CFG.lab_jar = args.lab_jar or resolve_lab_jar()
+    CFG.port = args.port
+    CFG.ximilar_api_key = args.ximilar_key
+    CFG.pplx_api_key = args.pplx_key
+
+    log.info("╔══════════════════════════════════════════════════╗")
+    log.info("║      Commander AI Lab — API Server  v3.0.0      ║")
+    log.info("╚══════════════════════════════════════════════════╝")
+    log.info("")
+    log.info(f"  Forge JAR:    {CFG.forge_jar}")
+    log.info(f"  Forge Dir:    {CFG.forge_dir}")
+    log.info(f"  Decks Dir:    {CFG.forge_decks_dir}")
+    log.info(f"  Lab JAR:      {CFG.lab_jar}")
+    log.info(f"  Results Dir:  {CFG.results_dir}")
+    log.info(f"  Port:         {CFG.port}")
+    log.info(f"  Ximilar:      {'configured' if CFG.ximilar_api_key else 'NOT SET (scanner will fail)'}")
+    log.info(f"  Perplexity:   {'configured' if CFG.pplx_api_key else 'NOT SET (AI research/gen disabled)'}")
+    j17 = get_java17()
+    log.info(f"  Java 17:      {j17 if j17 != 'java' else 'NOT FOUND (batch sim may fail on Java 25+)'}")
+    log.info(f"  LM Studio:    http://192.168.0.122:1234")
+
+    load_commander_meta()
+    download_precon_database()  # Auto-downloads all 163+ Commander precons on first run
+    init_collection_db()
+    init_coach_service()
+
+    # Ximilar API key check
+    if not CFG.ximilar_api_key:
+        log_scan.warning("  WARNING: --ximilar-key not set. Card scanner will not work.")
+        log.info("           Set via CLI: --ximilar-key YOUR_KEY")
+        log.info("           Or env var:  XIMILAR_API_KEY=YOUR_KEY")
+
+    if not CFG.forge_jar:
+        log.warning("WARNING: --forge-jar not set. /api/lab/start will fail.")
+    if not CFG.lab_jar:
+        log.warning("WARNING: Lab JAR not found. Build with: mvn package -DskipTests")
+    if not CFG.forge_decks_dir:
+        log.warning("WARNING: Commander decks dir not found. /api/lab/decks will return empty.")
+
+    log.info("")
+    log.info(f"  Starting server on http://localhost:{CFG.port}")
+    if _spa_dir.exists():
+        log.info(f"  Web UI:       http://localhost:{CFG.port}/  (React SPA)")
+        log.info(f"  Routes:       / (Batch Sim), /collection, /decks, /autogen, /simulator, /coach, /training")
+    else:
+        log.info(f"  Web UI:       http://localhost:{CFG.port}/index.html  (legacy HTML)")
+        log.info(f"  NOTE: React SPA not built. Run: cd frontend/commander-ai-lab-ui && npm install && npm run build")
+    log.info(f"  API docs:     http://localhost:{CFG.port}/docs")
+    log.info("")
+
+    import uvicorn
+    uvicorn.run(app, host="0.0.0.0", port=CFG.port, log_level="info")
+
+
+if __name__ == "__main__":
+    main()