WalnutFlow turns your own material into accurate, bite-sized learning, fully in your control. Read it, listen to it, test yourself with real practice questions, or pick up a new skill, however you learn best.
Not generic AI summaries — content broken down the right way.
Choose what you learn and how you learn it. No black box.
Switch formats anytime. Learn your way, on your schedule.
More than right or wrong — feedback that actually helps.
Not just your own material — explore skill courses too.
Upload a document to an existing subject, or start a brand new one. This is the starting point that proves WalnutFlow works with your own content.
One tap from your home feed drops you straight into a guided session — continue your content or practice what's due.
Toggle between reading and a podcast-style audio summary — proof that WalnutFlow bends to how you actually learn.
Answer questions as you go. Every response is scheduled and reviewed — not just marked right or wrong.
See topic-level mastery and exactly how much focused time you've logged, in one place.
A calendar view of what's due and what's scheduled next, so deadlines and organization come before anything new.
Pick up conversational micro-courses like Time Management 101 — for when you want to grow outside your own content.
Quizzes run a semantic comparison between your answer and the ideal one — showing what went well, what to improve, and an example response.
Missed questions get rescheduled automatically. Prioritize your weak topics, or clear everything due for the day.
Per-topic summaries, focus time, and key takeaways are saved and visible on your own dedicated progress page.
For skill courses, the AI targets your gaps and reinforces key points, adjusting the conversation in real time.
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