Teacher Assistant
Ask the batch. See the work.
The assistant searches the live grading context, exposes its trace, and returns a concrete next action for the teacher.
01 · Trace
See the assistant reason through the live grading context
The agent trace shows each planning, skill, and grading-data step while the answer is being assembled.
02 · Answer
Get one concrete risk and the next teacher action
The finished response prioritizes the most important grading gap and explains what to review before publishing.
The answer is useful because the reasoning and classroom evidence remain close.