For Students
Prepare discussion contributions that show real understanding. Coaching that pushes you from summary to analysis, from surface to substance.
University seminars · Graduate discussions · Book clubs · Reading groups
How It Works
Drop in the passage you're responding to. The coach uses it as context to evaluate your contribution's relevance and depth.
Write what you'd say in class. Don't overthink it — get your initial thoughts down.
The coach flags summary-level thinking and pushes you toward analysis, connections, and original observations.
Apply suggestions, coach again to verify improvement. Mark as "Ready" and contribute with confidence.
Depth Coaching
Most class contributions stay at the surface: summary, agreement, or vague impressions. The coach identifies where you're describing instead of analyzing and shows you how to push deeper.
Every suggestion references the source material. You'll learn to connect readings to broader themes and build arguments that move the conversation forward.
"The author makes a good point about justice" — this summarizes without analyzing. What makes it a good point? Does it hold up under other frameworks?
Try: "The author's justice framework privileges procedural fairness over distributive outcomes — which means it works well for courtroom settings but breaks down when applied to systemic inequality."
Your contribution is self-contained. Connect it to last week's reading on Rawls or to a real-world example to make it memorable.
Three Approaches
Not sure how to start? Generate example contributions from three angles.
"The author assumes rational actors throughout, but the examples in chapter 3 actually demonstrate bounded rationality. This tension undermines the central argument..."
"This connects to Sen's capability approach from last week — both authors grapple with measuring well-being, but reach opposite conclusions about individual agency..."
"While the framework is compelling for Western democracies, it doesn't account for communal decision-making structures. In many cultures, the 'individual' unit of analysis is itself the problem..."
Everything You Need
A lecture you were sent is the hardest material there is — you cannot skim it, search it, or note the moment it says the thing you needed. Bring the file in, tap once to mark a moment while it plays, then transcribe it and comment on any paragraph. How it works.
Tap once when something is worth asking about, and find that exact moment afterwards. Or rehearse your presentation and hear how it lands. Free, no account — try it now.
Paste the reading. The coach evaluates your contribution against the actual text, not in a vacuum.
Flags summary-level thinking. Pushes toward analysis, original observations, and critical engagement.
Coaching suggests connections to broader themes, prior readings, and real-world examples.
120-second target for seminar contributions. Long enough to develop a point, short enough to be focused.
Watch your depth score climb over the semester. See vocabulary diversity and analytical quality improve.
Most planners die around week three, because keeping them true costs more than they give back. Import your reading and its own dates come with it. Tell it when the seminar meets and Today leads with what wants you now — not a countdown, but the morning you actually set aside to work. Subscribe the link and it is in your own calendar too.
Prep on the bus to class. Install as an app on your phone. Syncs when you're online.
Everyone in your study group responds to the same reading. Compare scores anonymously. See different perspectives emerge.
Free to start. No credit card required.
Start Preparing Free