chore(main): release 0.8.0

[you-n-g]

🤖 I have created a release beep boop

0.8.0 (2025-08-09)

Features

• add coder check and give more time (#1127) (e32d229)
• add enable_cache toggle for UI data caching (#1075) (0c9f193)
• add extra_eval config and import_class for custom evaluators (#1097) (5accec3)
• add hypo_critic and hypo_rewrite in proposal (#1106) (71440f6)
• add loop ID mapping to trace nodes and update UI labels (#1098) (5437851)
• add mask inference in debug mode (#1154) (ef749ab)
• add only success filter toggle for traces (#1047) (5e582cc)
• add previous runner loops to runner history (#1142) (8de9f75)
• add reasoning attribute to DSRunnerFeedback for enhanced evaluation context (#1162) (4e41c97)
• add sample submission file check (#1053) (6a840d8)
• add show_hard_limit option and update time limit handling in DataScience settings (#1144) (fe762cd)
• add time ratio limit for hyperparameter tuning in Kaggle settin… (#1135) (e44bc83)
• add ws CLI and support optional timeout/cache (#1066) (fae3def)
• analyze feedback based on sota numbers (#1116) (167f5e2)
• create Jupyter notebook pipeline file based on main.py file (#1134) (2fa1790)
• enable drafting with knowledge (#998) (8e385eb)
• enable finetune llm (#1055) (909c7d6)
• enable meta planner (#1103) (c208209)
• enhance timeout handling in CoSTEER and DataScience scenarios (#1150) (06233cb)
• enhance timeout management and knowledge base handling in CoSTEER components (#1130) (963d260)
• fallback to acceptable results (#1129) (3ce2bd4)
• improve fallback handling in CoSTEER and add GPU usage guidelin… (#1165) (cec4240)
• new prompt for auto-sota-selector (#1109) (13c92a9)
• prob-based trace scheduler (#1131) (970561a)
• query & cache package_info (#1083) (19869ea)
• refactor CoSTEER classes to use DSCoSTEER and update max seconds handling (#1156) (6d01e3e)
• streamline hyperparameter tuning checks and update evaluation g… (#1167) (383e5ed)

Bug Fixes

• add gpu_info in research phase (#1094) (58c9c1b)
• add metric in scores.csv and avoid reading sample_submission.csv (#1152) (fd039f1)
• add spec for hyperparameters in task design and coder (#995) (10246fd)
• align scenario descriptions and include debug timeout (#1079) (13b6663)
• based on response schema; not function calling (#1038) (99da8c5)
• cancel tasks on resume and kill subprocesses on termination (#1166) (cf6e418)
• clear ws_ckp after extraction to reduce workspace object size (#1137) (783affe)
• correct DS_LOCAL_DATA_PATH error in devcontainer (#1063) (588fcfa)
• error in prompt template (#1065) (a90e598)
• filter log folders bug in ui (#1073) (d0f33c5)
• fix a bug in return curve display (#1042) (249f661)
• fix a small bug in json_mode (#1041) (8bc12ea)
• fix a small bug in response_schema (#1043) (66cadcd)
• fix code diff bug (#1115) (4603e88)
• fix some bugs in RD-Agent(Q) (#1143) (44fd2ee)
• handle the no-update case of root node in uncommited_rec_status (#1062) (ead8dce)
• ignore case when checking metric name (#1160) (fc0df6e)
• ignore class types when filtering workflow steps (#1085) (64e3ec8)
• ignore RuntimeError for shared workspace double recovery (#1140) (8fc1e9b)
• improve the logic of json_schema and refine the reasoning extraction logic for reasoning model (#1044) (12060b1)
• minor conflict in prompts (#1081) (f821e4c)
• minor fix to runtime_environment (#1089) (bff82ef)
• package and timer bug (#1092) (7faf6d9)
• path traversal risk (#1050) (2f78216)
• prevent parallelism in feedback and record steps (#1046) (d0272a9)
• prompt yaml (#1112) (1f2c9b1)
• properly assign sota_exp_fb before None comparison (#1037) (5d6a927)
• refine DSCoSTEER_eval prompts (#1157) (c62e5fc)
• refine prompt, equal lightgbm, discourage over hypertuning (#1072) (56ba15a)
• refine prompt; runner focus on low hanging fruit (#1076) (1778b8c)
• refine the prompt to force complete code & refine the logic of running (#1069) (1e61de3)
• remove refine decision & bug fix (#1031) (0059a6a)
• remove unused imports in data science scenario module (#1136) (2307237)
• scheduler next selection parallel disorder (#1028) (f468595)
• split then sample & remove simple model guide in ds proposal (#1034) (2dde8b8)
• stop evolve if global timer is timeout (#1039) (ad37417)
• TypeError: cannot unpack non-iterable bool object (#1036) (f4370a4)
• update requirements.txt's streamlit (#1133) (512d08f)
• use CoSTEERSettings for DSRunnerCoSTEERSettings (#1096) (152a70f)

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