What the Lecture Notes Outline Builder does
This tool turns raw lecture notes or a transcript into a tidy structured outline or Cornell-style notes. It detects headings, keeps your bullet points and their indentation, splits run-on paragraphs into separate points, pulls out key terms and their definitions, adds cue questions for the Cornell layout and leaves a summary box for you to complete - then exports it all as Markdown, plain text or a printout.
The structure comes from simple, stated rules applied to your own words; nothing is summarised or rewritten by AI, and your notes never leave the browser.
How to use it
- Paste your notes. Typed notes from a lecture, a transcript or notes copied out of slides all work.
- Help the rules where you can: start headings with #, number them (1., 2.1), write them as a short line in capitals or end them with a colon. Mark key terms with double asterisks or write "X is defined as ...".
- Choose the layout - a structured outline, or Cornell notes with a cue column beside the notes - and choose Build outline.
- Read the key-term table, then write a short summary in your own words in the summary box. Summarising is where most of the learning in Cornell notes happens.
- Copy or download the Markdown (it opens in Word, Google Docs via a converter, Notion or Obsidian), download plain text, or print.
Reading the results
Headings group everything below them until the next heading. Text before the first heading goes under Notes.
Points keep their indentation depth from bullets; paragraphs are split into one point per sentence, which makes long transcript passages easier to scan.
Cue questions are made by rule: one "What are the main points about ...?" per heading and a "Define ..." for each key term that appears in that section. Use them to test yourself by covering the notes column.
Worked example: microeconomics notes on market structures
The example notes start with MARKET STRUCTURES in capitals, then # Perfect competition, # Monopoly, a numbered 2.1 Oligopoly and a short line "Key features:" - five headings in all.
Under Perfect competition the three bullets (one indented) and the two sentences of the following paragraph become five points. "A price taker is a firm that cannot influence the market price" gives the key term price taker, found by bold.
Under Monopoly, "Monopoly power refers to the ability to set price above marginal cost" and "Deadweight loss is defined as the loss of total surplus..." are recognised as definitions, so both terms appear in the key-term table with their definitions, and the Cornell cue column for that section asks you to define them.
What Cornell notes are
The Cornell method, developed by Walter Pauk at Cornell University, divides the page into a narrow cue column, a wider notes column and a summary at the bottom. You take notes during the lecture, add questions or keywords in the cue column soon afterwards, and write a summary in your own words.
Reviewing then means covering the notes and answering the cues from memory - a form of retrieval practice. This tool builds the layout and starter cues from your notes; the summary is left for you on purpose.
Limitations: what the result does not prove
- The rules recognise headings by form, not meaning. A short note that happens to end in a colon becomes a heading; add or remove a colon to fix it.
- Definitions are only found in the patterns "is defined as", "refers to", "means", "is called" and "is the term for" and in bold text; other phrasings are not detected.
- It does not fix typing errors or fill gaps in your notes, and it does not summarise - the summary box is yours to write.
- Tables, images and equations in pasted notes are treated as plain text lines.
Privacy: where your data goes
Everything you paste, type or drop is processed in this browser tab. It is not uploaded, logged, stored or sent to analytics. Session recording and tag-manager scripts are switched off on this page.
Standards and sources
- Cornell University Learning Strategies Center - the Cornell note-taking system
- CommonMark specification (Markdown)
Frequently asked questions
How do I make Cornell notes from typed notes?
Paste the notes, choose the Cornell layout and build. Each heading becomes a section with cue questions on the left and your points on the right. Add a summary and print or export it.
Does it summarise my lecture?
No. It only reorganises your own text by rules and extracts terms you marked or defined. Writing the summary yourself is deliberate, because putting ideas into your own words is how the notes become learning.
Can I paste a lecture transcript?
Yes. A transcript without headings is split into one point per sentence under Notes. Adding a few # headings where the lecturer changes topic makes the outline far more useful.
How do I get the notes into Word?
Download plain text and open it in Word, or copy the Markdown into a Markdown-aware editor. Headings, bullets and bold terms are preserved in the Markdown version.
How should I mark key terms while taking notes?
Wrap them in double asterisks, like opportunity cost, or write them as definitions - "opportunity cost is defined as the next best alternative given up". Both are picked up into the key-term table.
Last reviewed by the A2Z.Tools team against the sources listed above.
