AI in Yuhimo

Yuhimo has two optional AI helpers:

• Create study material — first-draft pages, and optional questions, from a topic, pasted text, or a file.
• Question generation — recall prompts from a page you already wrote.

A typical workflow looks like this:

1. Optional: create study material with AI, then review and save
2. Or write the page yourself
3. Optional: generate extra questions on that page
4. Review and edit questions
5. Enable learning if you want reviews
6. Self-assess during review

• The page remains the main learning unit.
• Questions are optional prompts.
• Nothing is written into your notes until you save generated study material.
• Learning is never turned on automatically.
• AI should be treated as a helper, not an authority.

Create study material with AI — full guide.

Study material generation limits — full guide.

AI question generation — full guide.

AI question generation limits — full guide.

Edit generated questions — full guide.

What AI does not do — full guide.

Why AI is a helper — full guide.

• Turning a topic, pasted notes, or a file into a first draft of pages.
• Turning a page into possible recall prompts.
• Reducing manual setup for notes and questions.
• Suggesting angles you may have missed.
• Helping identify unclear or missing parts of a page.
• Creating a starting point for review preparation.

AI is most useful when you review the draft. A clear source or a clear page produces a clearer result.

• AI is not an answer checker.
• AI is not a reviewer.
• AI is not an examiner.
• AI is not the scheduler.
• AI is not the source of truth.
• AI-generated pages and questions are not automatically final.
• AI does not turn generated pages into learning pages by itself.

What AI does not do and Self-Assessment.

• Generated pages can miss your goal or include extra detail.
• Some AI-generated questions can be vague, too broad, or duplicated.
• Some can focus on unimportant details.
• Delete weak questions and rewrite useful but unclear ones.
• Edit generated pages the same way you edit any other note.

Create study material with AI and Edit generated questions — full guides.

• Yuhimo still uses pages as the main unit.
• Learning is still enabled per page.
• Review sessions still use Again, Hard, Good, and Easy.
• Scheduling still comes from FSRS-light and review history.
• Questions still remain optional prompts.
• Self-assessment still matters.

Pages, Learning Pages, How reviews work, and FSRS-light explained.

1. Write a page, or create study material with AI and save the drafts you want to keep.
2. Enable learning if the page should be reviewed.
3. Generate extra questions if prompts would help.
4. Review the generated questions.
5. Delete duplicates and weak questions.
6. Rewrite vague or broad questions.
7. Add missing context to the page if needed.
8. Review the page and grade recall honestly.

If you are new to AI in Yuhimo, read in this order:

1. Create study material with AI

2. AI question generation

3. Edit generated questions

4. What AI does not do

5. Why AI is a helper

Core Concepts — Pages, questions, and self-assessment.

Questions — How questions work.

Self-Assessment — Grading recall honestly.

Learning & Scheduling — Scheduling and due dates.

Troubleshooting — Common AI and question misunderstandings.