Task Runner
Choose a task and run the deterministic baseline to inspect the full trajectory.
Scoreboard
Live summary of the current task and the multi-task baseline run.
Current score
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Steps taken
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Status
Ready
Average over all tasks
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Run all tasks to compare easy, medium, and hard performance.
Episode Output
Visual baseline trajectory, readable action summaries, and final grading highlights.
Reward Curve
Run a task to render the reward trajectory.
Final Outcome
Readable scoring highlights will appear here.
Run a task to populate the episode trajectory.
Judge Lens
Real-world utility
Models a safety-critical recall workflow that QA, operations, and supply-chain teams actually perform.
Frontier challenge
The hard task forces precision containment of mixed safe and unsafe stock under partial observability.
Benchmark quality
Deterministic graders evaluate precision, coverage, investigation depth, and efficiency with reproducible scores.