Transform how you learn. Generate structured, deep-dive study notes on any subject — in minutes, not weeks.
Three specialized AI prompt templates. One goal: help you go from "I should learn this" to "I deeply understand this" faster than you thought possible.
📖 Read the design philosophy →
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Running a template in your AI assistant
Generated study notes
Auto-generated domain knowledge graph
---## What This Is
This is a set of three carefully engineered prompt templates that turn any AI assistant into a personalized learning accelerator. Feed them a subject, a textbook, or a book — and get back a comprehensive, well-structured, ready-to-study set of notes.
No more passive reading. No more scattered highlights. Just focused, structured knowledge capture.
Master a domain from the ground up.
Combine textbook source material with AI-powered web research to generate hierarchical notes covering first principles, core controversies, layered sub-domains, application scenarios, knowledge graphs, and a full practice question bank.
| Mode | Output | Best For |
|---|---|---|
| Deep | 100,000+ words | Graduate-level mastery |
| Standard | 40,000–60,000 words | Undergraduate study |
| Express | 15,000–25,000 words | Quick orientation |
Preview any STEM subject before your first lecture.
Every term, every concept, every formula — listed exhaustively and explained at your chosen difficulty level. Includes chapter-by-chapter preview cards, a complete glossary, and a self-assessment exam with solutions.
| Level | Output | Questions |
|---|---|---|
| Beginner | 10,000–15,000 words | ≥12 |
| Intermediate | 15,000–25,000 words | ≥20 |
| Advanced | 25,000–40,000 words | ≥25 |
No source material needed. Just name the subject.
Extract maximum value from every book you read.
Combine book source material with web reviews, author interviews, and reader discussions. Get a complete reading package: overview, logical skeleton, chapter-by-chapter analysis, key quotes with interpretation, critical assessment, and actionable takeaways.
| Style | Output | Best For |
|---|---|---|
| Skim | 2,000–4,000 words | Business / bestsellers |
| Deep-Read | 6,000–12,000 words | Academic / classics |
| Critical | 10,000–16,000 words | Controversial / complex topics |
If you're a student: Stop re-reading your textbook. Feed it to the template, get a structured study guide with practice questions tailored to your depth level.
If you're a professional: Need to ramp up on a new domain fast? The Express mode gives you a working framework in minutes. The Deep mode gives you the full picture.
If you're a lifelong learner: Reading a dense book? The Reading Notes template captures the essence, the arguments, and the counterarguments — so you retain more.
Each template guides your AI through a structured two-phase workflow:
- Setup — Choose your persona (the "tone" of the output) and your depth level. Provide source material if needed.
- Generation — The AI combines your source material with live web research and produces structured notes following a proven output architecture.
The prompts enforce plain-speak [explanations] for abstract concepts and {visual descriptions} where helpful — so the output is both rigorous and readable.
- Open any AI assistant (ChatGPT, Claude, Gemini, etc.).
- Copy the prompt from one of the template files.
- Paste it into the AI, follow its instructions, and get your notes.
That's it. No setup, no installation, no configuration.
Tip: Choose your persona and mode before you start. The quality of the output depends on how well these match your goal.
| Template | English | 中文 |
|---|---|---|
| Subject Deep-Dive | specific-subject.md |
specific-subject-zh.md |
| Science Preview | science-preview.md |
science-preview-zh.md |
| Reading Notes | reading-notes.md |
reading-notes-zh.md |
Which AI should I use? These templates work with any capable AI assistant — ChatGPT, Claude, Gemini, DeepSeek, and others. The output quality depends on the AI's reasoning ability, not the template.
Do I need to provide source material? Only for the Subject Deep-Dive (Deep/Standard modes) and Reading Notes templates. The Science Preview template works entirely from web research.
How long does it take? Express/Skim modes produce results in one session. Deep mode (100,000+ words) may require multiple rounds of "continue" prompting.
Can I customize the templates? Absolutely. They're plain markdown files. Adjust word counts, add output sections, change personas — whatever fits your workflow.
MIT. Use freely, modify freely, share freely.
Built for curious minds.