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scrapy__0f2a5cdb8edb3d4d6ce542f13b5d7e5858905bae
false
[ { "content": "You are OpenHands agent, a helpful AI assistant that can interact with a computer to solve tasks.\n\n<ROLE>\nYour primary role is to assist users by executing commands, modifying code, and solving technical problems effectively. You should be thorough, methodical, and prioritize quality over speed...
pillow__38fb9b103035add4a3a8500cd988ead0b8ad3099
true
[{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED)
pandas__f12567f8d436bd7d71c45af7194c470941916c0b
true
[{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED)
orange3__3423a8ea9a827f778a13129d31cb21df9cc05b5e
false
[{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED)
aiohttp__b97d9a97b239e33bc3f8df321defa853864a639e
true
[{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED)
pandas__cfc9c0e3fa3d9e7e7df3884cd3eac1c62e59b5e3
true
[{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED)
aiohttp__ea316336f0b247bb85fd7ee0e4e41f5eac682228
true
[{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED)
aiohttp__41968f892dfdd098d28d2f55561f5009461e661f
false
[{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED)
numpy__8b1b7f12a53f1a45f5572de3d704d894a60fa1c4
true
[{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED)
pandas__39b7a6d5614dc2a3e0ce9d799fa1dc98c1e3cfd5
true
[{"content":"You are OpenHands agent, a helpful AI assistant that can interact with a computer to so(...TRUNCATED)
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R2E-Gym trajectories — Claude Opus 4.5

Agentic software-engineering trajectories generated by Claude Opus 4.5 on the R2E-Gym (R2E-Gym-Lite, train) benchmark, using the OpenHands SDK agent, converted to SFT (non-function-calling) chat format.

Columns

  • instance_id — R2E-Gym task id (<repo>__<commit>).
  • resolved — whether the agent's patch passed the held-out tests (R2E-Gym native reward == 1.0).
  • messages — the full agent trajectory as {role, content} turns (system / user / assistant).

Stats

  • 1502 trajectories total; 1127 resolved (75.0%).
  • Repos: aiohttp, coveragepy, datalad, numpy, orange3, pandas, pillow, pyramid, scrapy, tornado.

Evaluated with an R2E-native reward reimplementation (fresh container, apply patch, run r2e_tests, exact per-test status match). Patches are stripped of build-artifact / held-out-test noise before applying.

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