APEX-Agents
gpt-5.4-nano on W127_AH_Task 7
Grader rubric
Criteria verdict
States MQB is a top two platform / application by gross margin percentage for Active
States Hyundai E-GMP is a top two platform / application by gross margin percentage for Active
States Hyundai E-GMP is a top two platform / application by gross margin percentage for New Product Pre-Launch
States MLB Evo is a top two platform / application by gross margin percentage for New Product Pre-Launch
States Ford C2 is a top two platform / application by gross margin percentage for Obsolete
States Volvo SPA2 is a top two platform / application by gross margin percentage for Obsolete
States Stellantis STLA Medium is a top two platform / application by gross margin percentage for Service/Aftermarket
States Volvo SPA2 is a top two platform / application by gross margin percentage for Service/Aftermarket
States that one of the two platforms appearing most frequently in the top two by gross margin percentage across all lifecycle statuses is Hyundai E-GMP
States that one of the two platforms appearing most frequently in the top two by gross margin percentage across all lifecycle statuses is Volvo SPA2
Prompt excerpt
Task context
Read the attached email from the EM about conducting lifecycle analysis on the SKU data and execute on the analysis in: 4. Data Hygiene / Gaps Log (Associate 2). Use values rounded to two decimal places. Reply back to me with the info I need.
Response trace
Agent response, tools, files, and edits
On a phone, the interactive viewer works best full-screen — pick the narrative report or the files & trajectory workspace.
Why Eval exists · why Workspace exists
Public evidence and cloud agents are the same harness.
Eval exists so scores are inspectable—tasks, trajectories, artifacts, and rubric verdicts anyone can open.Workspace exists so people can automate real file work with that harness, and so Raycaster never evaluates work it cannot perform.