Update DataOps env: semantic contract, inference, server, and docs polish

.dataops_policy_cache.json

@@ -1,5 +1,17 @@
 {
   "patterns": {
+    "04941bd4fae9e4d5ad285866a4cff357f8415710": {
+      "actions": {
+        "fix_value(record_id='34', field='city', value='Miami', confidence=0.75)": {
+          "attempts": 1,
+          "cumulative_reward": 0.75,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
     "0fa3f35b7f17ba183b55874ed34f34b9dfd42a96": {
       "actions": {
         "fill_missing(row_id=34, column='city', value='Denver')": {
@@ -12,6 +24,18 @@
         }
       }
     },
+    "11c4905093da8d0a938063d9d6d6f5825df2852d": {
+      "actions": {
+        "fix_value(record_id='14', field='email', value='li.wei.example.com', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": -0.6,
+          "failures": 1,
+          "last_error": "step_error",
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
     "11ef7431147857285b2046abba4c938d39542f56": {
       "actions": {
         "normalize_column(column='email')": {
@@ -24,6 +48,78 @@
         }
       }
     },
+    "13ea433aadce1c77acf8f43a791e79d2b932eca0": {
+      "actions": {
+        "detect_issue(record_id='11', field='email', confidence=0.85)": {
+          "attempts": 1,
+          "cumulative_reward": 0.25,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
+    "1442f1407527d7bc1ea5f9c4935ea81b0a8bca79": {
+      "actions": {
+        "fix_value(record_id='13', field='email', value='omar.hassan@example.com', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": -0.75,
+          "failures": 1,
+          "last_error": "step_error",
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
+    "25c04e846ec996fac4c361e9341e37e30df1892c": {
+      "actions": {
+        "detect_issue(record_id='35', field='email', confidence=0.85)": {
+          "attempts": 1,
+          "cumulative_reward": 0.25,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
+    "2e24f4b95399876aca662404e3f119889922c738": {
+      "actions": {
+        "cannot_determine(record_id='23', field='age', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": 0.2,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
+    "3141c57792570551e62e76356e98ee391763b086": {
+      "actions": {
+        "detect_issue(record_id='13', field='email', confidence=0.85)": {
+          "attempts": 1,
+          "cumulative_reward": -0.45,
+          "failures": 1,
+          "last_error": "step_error",
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
+    "40e59cdcb7f8dca17021c900448aa53187c754ab": {
+      "actions": {
+        "skip(record_id='0', field='record', confidence=0.0)": {
+          "attempts": 1,
+          "cumulative_reward": 0.0,
+          "failures": 1,
+          "last_error": null,
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
     "468a9ffd1e161a3b120e50a2d283b5a2bea91b78": {
       "actions": {
         "delete_row(row_id=23)": {
@@ -48,6 +144,90 @@
         }
       }
     },
+    "4f310f9099d60bed685d35697d6ac8ef298aec50": {
+      "actions": {
+        "detect_issue(record_id='23', field='age', confidence=0.9)": {
+          "attempts": 1,
+          "cumulative_reward": 0.45,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
+    "528db17f5677fe3de252da0fe7366a7c54f85cf5": {
+      "actions": {
+        "skip(record_id='0', field='record', confidence=0.0)": {
+          "attempts": 1,
+          "cumulative_reward": -0.15,
+          "failures": 1,
+          "last_error": null,
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
+    "59855d529f4f372a2c0781d87eb21b73b272ebf3": {
+      "actions": {
+        "skip(record_id='0', field='record', confidence=0.0)": {
+          "attempts": 1,
+          "cumulative_reward": 0.0,
+          "failures": 1,
+          "last_error": null,
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
+    "62952008c654d45d935c6f01a697e8308bbcb40b": {
+      "actions": {
+        "skip(record_id='0', field='record', confidence=0.0)": {
+          "attempts": 1,
+          "cumulative_reward": 0.0,
+          "failures": 1,
+          "last_error": null,
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
+    "7084bdd5bfd69e211ee3c6fd770348e11be8b538": {
+      "actions": {
+        "fix_value(record_id='11', field='email', value='omar.hassan@example.com', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": 0.75,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
+    "75e1b7c3382cf59433f18e84274740c702e71c9c": {
+      "actions": {
+        "fix_value(record_id='23', field='email', value='evan.cole@example.com', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": -0.7,
+          "failures": 1,
+          "last_error": "step_error",
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
+    "77c8146f7a2f152172eb8e4955cb5b1d98996d05": {
+      "actions": {
+        "fix_value(record_id='13', field='email', value='omar.hassan@example.com', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": -0.8,
+          "failures": 1,
+          "last_error": "step_error",
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
     "84f1a657f98b24e5c81396ebede79cb10b4bd759": {
       "actions": {
         "remove_duplicate(row_id=33)": {
@@ -60,6 +240,30 @@
         }
       }
     },
+    "987c9a048f7b1e92e6dbb5aacbc8d1ec53f05a21": {
+      "actions": {
+        "detect_issue(record_id='34', field='city', confidence=0.85)": {
+          "attempts": 1,
+          "cumulative_reward": 0.25,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
+    "a08daa22430e2593a7f46a196bf5dbcbf6eb0a89": {
+      "actions": {
+        "fix_value(record_id='35', field='email', value='peak.systems@example.com', confidence=0.75)": {
+          "attempts": 1,
+          "cumulative_reward": 0.75,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
     "a4f3a4b48581add24c1541d266ca386ca1048501": {
       "actions": {
         "normalize_column(column='name')": {
@@ -84,6 +288,18 @@
         }
       }
     },
+    "b5b065adffaa8ffab7b955c9daffd0e76328c49e": {
+      "actions": {
+        "skip(record_id='0', field='record', confidence=0.0)": {
+          "attempts": 1,
+          "cumulative_reward": -0.15,
+          "failures": 1,
+          "last_error": null,
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
     "bac5c03eaec86e5eca3602c18787e7b8dd71ce77": {
       "actions": {
         "fill_missing(row_id=35, column='email', value='peak.systems@example.com')": {
@@ -96,6 +312,42 @@
         }
       }
     },
+    "bd1569c12944472549e2dd4209e99f59bd0bcace": {
+      "actions": {
+        "cannot_determine(record_id='23', field='age', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": 0.25,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
+    "c03d4bf5313672c6a7fdec4341cfdec496b2412d": {
+      "actions": {
+        "detect_issue(record_id='23', field='email', confidence=0.85)": {
+          "attempts": 1,
+          "cumulative_reward": 0.25,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
+    "c207f77a965736c5ecf1d05a0655c299d9c330ca": {
+      "actions": {
+        "fix_value(record_id='23', field='email', value='evan.cole@example.com', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": -0.7,
+          "failures": 1,
+          "last_error": "step_error",
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
     "c9a1695ddb1fd7a56fcd89d0855f3e6c3cc0539f": {
       "actions": {
         "remove_duplicate(row_id=13)": {
@@ -108,6 +360,42 @@
         }
       }
     },
+    "ccd9f8c0652ad477c56d438cef96f0a4feb1baa5": {
+      "actions": {
+        "cannot_determine(record_id='23', field='age', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": 0.2,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
+    "d56199e1b129e467d270a9592b523f9da84c28a7": {
+      "actions": {
+        "fix_value(record_id='23', field='email', value='evan.cole@example.com', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": -0.7,
+          "failures": 1,
+          "last_error": "step_error",
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
+    "de87365ad5c85e54d645355ba6f8b23cb10822f2": {
+      "actions": {
+        "skip(record_id='0', field='record', confidence=0.0)": {
+          "attempts": 1,
+          "cumulative_reward": -0.15,
+          "failures": 1,
+          "last_error": null,
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
     "e133231c2a2fe412ce1265f027ce61ff2616d497": {
       "actions": {
         "remove_duplicate(row_id=22)": {
@@ -119,9 +407,45 @@
           "successes": 0
         }
       }
+    },
+    "e207ce6c4cf4ef62ce0288a8b9eb85af110fca3c": {
+      "actions": {
+        "detect_issue(record_id='14', field='email', confidence=0.85)": {
+          "attempts": 1,
+          "cumulative_reward": 0.25,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
+    "fb8a8008e048a08b03a7a0dff159f04951aa39f7": {
+      "actions": {
+        "skip(record_id='0', field='record', confidence=0.0)": {
+          "attempts": 1,
+          "cumulative_reward": -0.15,
+          "failures": 1,
+          "last_error": null,
+          "progresses": 0,
+          "successes": 0
+        }
+      }
     }
   },
   "states": {
+    "0aed36e6cfecb7393f9b16f96e8b7575e99df224": {
+      "actions": {
+        "fix_value(record_id='34', field='city', value='Miami', confidence=0.75)": {
+          "attempts": 1,
+          "cumulative_reward": 0.75,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
     "0cc9851ce3eac00c3a8ba813a0bbe5086b6b28c7": {
       "actions": {
         "fill_missing(row_id=35, column='email', value='peak.systems@example.com')": {
@@ -134,6 +458,18 @@
         }
       }
     },
+    "19342d4ceda87bc21ffe8eac086a763c57645fba": {
+      "actions": {
+        "fix_value(record_id='23', field='email', value='evan.cole@example.com', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": -0.7,
+          "failures": 1,
+          "last_error": "step_error",
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
     "338f581f2bb3d33b1ca9113338487576d7221075": {
       "actions": {
         "remove_duplicate(row_id=13)": {
@@ -158,6 +494,66 @@
         }
       }
     },
+    "36b47fa93aa11f17becb90f18dbf6582fb2ec514": {
+      "actions": {
+        "detect_issue(record_id='34', field='city', confidence=0.85)": {
+          "attempts": 1,
+          "cumulative_reward": 0.25,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
+    "3c7910b58561fe75695c7e75c890096daccd7b38": {
+      "actions": {
+        "skip(record_id='0', field='record', confidence=0.0)": {
+          "attempts": 1,
+          "cumulative_reward": 0.0,
+          "failures": 1,
+          "last_error": null,
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
+    "3e8c0a9c3535062944e96f272d9cf4ca22f79f00": {
+      "actions": {
+        "cannot_determine(record_id='23', field='age', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": 0.2,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
+    "40f3f342f9cb468fd99daca73da0d942239bb7b4": {
+      "actions": {
+        "skip(record_id='0', field='record', confidence=0.0)": {
+          "attempts": 1,
+          "cumulative_reward": -0.15,
+          "failures": 1,
+          "last_error": null,
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
+    "45d87b29a7188d7bcccc402f83102298096821db": {
+      "actions": {
+        "detect_issue(record_id='23', field='age', confidence=0.9)": {
+          "attempts": 1,
+          "cumulative_reward": 0.45,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
     "4cdcb94d06f82ed5c380e36d4737c98095c1d8e5": {
       "actions": {
         "fill_missing(row_id=34, column='city', value='Denver')": {
@@ -170,6 +566,30 @@
         }
       }
     },
+    "65bcacf43bf1ce915763534104bc656020107890": {
+      "actions": {
+        "skip(record_id='0', field='record', confidence=0.0)": {
+          "attempts": 1,
+          "cumulative_reward": -0.15,
+          "failures": 1,
+          "last_error": null,
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
+    "6e6d11d30bea4e58656ab07e496e96453de01c9d": {
+      "actions": {
+        "skip(record_id='0', field='record', confidence=0.0)": {
+          "attempts": 1,
+          "cumulative_reward": 0.0,
+          "failures": 1,
+          "last_error": null,
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
     "72db3bd5a5ba3a4f64815e20b59ccf3b9ce6b2ad": {
       "actions": {
         "remove_duplicate(row_id=33)": {
@@ -182,6 +602,66 @@
         }
       }
     },
+    "7b4a5e7c8bbacb89333063960c2d5ca4e9696830": {
+      "actions": {
+        "detect_issue(record_id='35', field='email', confidence=0.85)": {
+          "attempts": 1,
+          "cumulative_reward": 0.25,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
+    "810a123bc9615210a00c051d417ddeaa4e1d79c2": {
+      "actions": {
+        "skip(record_id='0', field='record', confidence=0.0)": {
+          "attempts": 1,
+          "cumulative_reward": -0.15,
+          "failures": 1,
+          "last_error": null,
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
+    "8cabdafb03a4fcdafa3062aaa1afd72273f15e70": {
+      "actions": {
+        "fix_value(record_id='11', field='email', value='omar.hassan@example.com', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": 0.75,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
+    "8e0b9dc44fda5371173de5e183d95645bfab49b7": {
+      "actions": {
+        "detect_issue(record_id='11', field='email', confidence=0.85)": {
+          "attempts": 1,
+          "cumulative_reward": 0.25,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
+    "920ec2b49e603797712a90ac2f45fa52f20fd9fa": {
+      "actions": {
+        "fix_value(record_id='35', field='email', value='peak.systems@example.com', confidence=0.75)": {
+          "attempts": 1,
+          "cumulative_reward": 0.75,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
     "a3e1f7d06da6a2a3bfc3ca13a3a9ae20ff116705": {
       "actions": {
         "delete_row(row_id=23)": {
@@ -194,6 +674,54 @@
         }
       }
     },
+    "a448bc2b9a94786dff96162ec647b27b6a856a06": {
+      "actions": {
+        "fix_value(record_id='13', field='email', value='omar.hassan@example.com', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": -0.75,
+          "failures": 1,
+          "last_error": "step_error",
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
+    "a797cf83a440f34bf1b8ef60726f39b9e3864f13": {
+      "actions": {
+        "cannot_determine(record_id='23', field='age', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": 0.25,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
+    "adb100a72ec60305c8b6f8f22d1b0394f34d36b9": {
+      "actions": {
+        "cannot_determine(record_id='23', field='age', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": 0.2,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
+    "baac8e73d1022fe8e47f059a428cf69e0f1d17fb": {
+      "actions": {
+        "fix_value(record_id='13', field='email', value='omar.hassan@example.com', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": -0.8,
+          "failures": 1,
+          "last_error": "step_error",
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
     "be2f2def033a20dab83499d31cbe7ac8ba296d8e": {
       "actions": {
         "normalize_column(column='name')": {
@@ -206,6 +734,18 @@
         }
       }
     },
+    "be9e378b859608b413359a3497e7f21cd7274bb2": {
+      "actions": {
+        "detect_issue(record_id='13', field='email', confidence=0.85)": {
+          "attempts": 1,
+          "cumulative_reward": -0.45,
+          "failures": 1,
+          "last_error": "step_error",
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
     "c02de8edbfcfa72f061a9ac1827b98c070f1208e": {
       "actions": {
         "remove_duplicate(row_id=22)": {
@@ -230,6 +770,66 @@
         }
       }
     },
+    "d926264c08977bb595608f0f36f70bd3fa6772c7": {
+      "actions": {
+        "fix_value(record_id='23', field='email', value='evan.cole@example.com', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": -0.7,
+          "failures": 1,
+          "last_error": "step_error",
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
+    "dd0ba9dfd8e0d2ae2ce6bb46eb95cbb592154605": {
+      "actions": {
+        "detect_issue(record_id='23', field='email', confidence=0.85)": {
+          "attempts": 1,
+          "cumulative_reward": 0.25,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
+    },
+    "e013e5e1953c13426b1530335853a2eb7469f8b3": {
+      "actions": {
+        "fix_value(record_id='23', field='email', value='evan.cole@example.com', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": -0.7,
+          "failures": 1,
+          "last_error": "step_error",
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
+    "e1f5ef8958b3eaca953c873c6b16bad06ef4cd38": {
+      "actions": {
+        "skip(record_id='0', field='record', confidence=0.0)": {
+          "attempts": 1,
+          "cumulative_reward": -0.15,
+          "failures": 1,
+          "last_error": null,
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
+    "e2918aee6468be696070506760ea59e38a8d2b60": {
+      "actions": {
+        "fix_value(record_id='14', field='email', value='li.wei.example.com', confidence=0.8)": {
+          "attempts": 1,
+          "cumulative_reward": -0.6,
+          "failures": 1,
+          "last_error": "step_error",
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
     "f1c2df4babd9a79a88196afded5618bb0ce3d72b": {
       "actions": {
         "normalize_column(column='email')": {
@@ -241,6 +841,30 @@
           "successes": 0
         }
       }
+    },
+    "fa2129eda93b530f1f7bac7598ffea900bb8bd79": {
+      "actions": {
+        "skip(record_id='0', field='record', confidence=0.0)": {
+          "attempts": 1,
+          "cumulative_reward": 0.0,
+          "failures": 1,
+          "last_error": null,
+          "progresses": 0,
+          "successes": 0
+        }
+      }
+    },
+    "fb99b6a2297e07d5a7ceebc7200a4ab9eced8278": {
+      "actions": {
+        "detect_issue(record_id='14', field='email', confidence=0.85)": {
+          "attempts": 1,
+          "cumulative_reward": 0.25,
+          "failures": 0,
+          "last_error": null,
+          "progresses": 1,
+          "successes": 0
+        }
+      }
     }
   },
   "version": 1

Dockerfile

@@ -25,3 +25,4 @@ USER appuser
 EXPOSE 7860
 
 CMD ["sh", "-c", "uvicorn server.app:app --host 0.0.0.0 --port ${PORT:-7860}"]
+

inference.py

@@ -1,5 +1,4 @@
 """Inference entrypoints for ``dataops-gym``.
-
 This runner keeps the hackathon-required OpenAI-compatible model interface, but
 adds a stronger local planner so baseline behavior is still competitive and
 reproducible when the model is weak, unavailable, or partially aligned.
@@ -41,7 +40,6 @@ SYSTEM_PROMPT = textwrap.dedent(
     """
     You control a data-cleaning environment.
     Reply with exactly one action string and nothing else.
-
     Only choose from the candidate actions provided by the user prompt.
     Favor actions that remove visible issues quickly and avoid actions that were
     already blocked because they caused errors or no progress.
@@ -580,7 +578,6 @@ def build_user_prompt(
         Last action error: {last_error or "null"}
         Blocked actions:
         {blocked_text}
-
         Choose exactly one action from this candidate list:
         {candidates_text}
         """

models.py

@@ -1,5 +1,4 @@
 """Shared data models for ``dataops-gym``.
-
 This module is responsible for defining typed request, response, and domain
 schemas used across task execution, inference, grading, and server layers.
 """

server/app.py

@@ -1,5 +1,4 @@
 """Application server bootstrap for ``dataops-gym``.
-
 This module is responsible for exposing runtime APIs, health endpoints, and
 deployment-facing application setup for the environment.
 """
@@ -50,7 +49,7 @@ app = FastAPI(
     ),
     contact={
         "name": "DataOps Gym",
-        "url": "https://github.com/graheetphartyal23/Dataops--GYM",
+        "url": "https://github.com/graheetphartyal23/DataOps-GYM",
     },
     docs_url=None,
 )
@@ -114,7 +113,6 @@ def custom_docs() -> HTMLResponse:
     .swagger-ui, .swagger-ui .topbar { background: #0b1020 !important; }
     .swagger-ui .topbar { border-bottom: 1px solid #1f2937 !important; }
     .swagger-ui .topbar a, .swagger-ui .topbar span { color: #e5e7eb !important; }
-
     /* Keep top API details readable: white card + black text */
     .swagger-ui .info {
       background: #ffffff !important;
@@ -130,7 +128,6 @@ def custom_docs() -> HTMLResponse:
       color: #111827 !important;
     }
     .swagger-ui .info ul { margin: 10px 0 0 18px !important; }
-
     /* Default + Schemas sections as white cards with black text */
     .swagger-ui .opblock-tag {
       background: #ffffff !important;

task.py

@@ -1,5 +1,4 @@
 """Task definitions for ``dataops-gym``.
-
 This module defines the benchmark scenarios used by the OpenEnv environment.
 Each public task family keeps the hackathon-facing `easy` / `medium` / `hard`
 shape while internally supporting deterministic variants so the benchmark is
@@ -483,4 +482,4 @@ def hard_conflict_resolution_task(variant: int | None = None) -> TaskDefinition:
 
 easy_cleaning_task.variant_count = 2
 medium_normalization_task.variant_count = 2
-hard_conflict_resolution_task.variant_count = 2
+hard_conflict_resolution_task.variant_count = 2