01
What is personal knowledge management?
Personal knowledge management, or PKM, is how you capture, organize, connect, retrieve, and use what you learn.
A good PKM system helps you:
- Remember what matters
- Find information quickly
- Connect ideas across topics
- Think more clearly
- Create work faster
- Make better decisions
- Keep learning over years
PKM is not about storing more. It is about using more of what you already know.
02
The PKM loop
- Capture
- Save what resonates.
- Organize
- Put it where you will find it.
- Distill
- Keep the essence.
- Connect
- Link it to what you already know.
- Retrieve
- Find it when you need it.
- Express
- Use it to create something.
- Review
- Keep the system clean and current.
03
01 · Start with your purpose
Before choosing tools, decide what your system is for:
- Learning a subject deeply
- Writing or creating content
- Research
- Running projects
- Studying for exams
- Growing a business
- Personal reflection
Your purpose decides what you keep. Without it, you save everything and use nothing.
04
02 · Capture with the CODE method
Tiago Forte’s Building a Second Brain describes four steps: Capture, Organize, Distill, Express.
- Capture only what resonates or is useful
- Keep one inbox for quick captures
- Save the source with every capture
- Add a line on why it matters to you
- Do not organize while capturing
Capture first. Organize later.
05
03 · Organize with PARA
PARA, also from Tiago Forte, sorts information by how actionable it is:
- Projects
- Short-term efforts with a goal and a deadline.
- Areas
- Ongoing responsibilities you maintain, such as health or finances.
- Resources
- Topics of interest you may use later.
- Archives
- Inactive items from the other three categories.
PARA works across tools: notes, files, email, and bookmarks can all use the same four folders.
06
04 · Think with a Zettelkasten
The Zettelkasten, or slip box, was famously used by sociologist Niklas Luhmann, who built a large linked card system over decades. Sönke Ahrens’ book How to Take Smart Notes popularized it.
Fleeting notes
Quick thoughts to process soon.
Literature notes
Short notes on a source, in your own words.
Permanent notes
One idea per note, written to stand alone and linked to related notes.
The value comes from links between notes, not the number of notes.
07
05 · Write evergreen notes
Andy Matuschak describes evergreen notes as notes written to evolve and accumulate value over time.
- One concept per note
- A title that states the idea
- Written in your own words
- Linked densely to related notes
- Updated as your thinking changes
Example title: “Spaced repetition beats rereading for long-term memory,” not “Memory notes.”
08
06 · Navigate with maps of content
Maps of content, or MOCs, popularized by Nick Milo’s Linking Your Thinking, are index notes that link related notes on one topic.
- Create a MOC when a topic has many notes
- Group links under short headings
- Add a sentence explaining each group
- Link MOCs to each other
MOCs give you structure without forcing every note into one folder.
09
07 · Give files a fixed address with Johnny.Decimal
Johnny.Decimal, created by Johnny Noble, organizes files into at most 10 areas, each with at most 10 categories, and gives every item a number such as 12.03.
- Areas use ranges such as 10–19
- Categories use two digits such as 12
- Items use IDs such as 12.03
- Every item has exactly one place
It works well for files and documents that need a stable, findable location.
10
08 · Connect knowledge to action with GTD
David Allen’s Getting Things Done focuses on getting tasks out of your head into a trusted system.
- Capture
- Collect everything that has your attention.
- Clarify
- Decide what each item means and the next action.
- Organize
- Put it where it belongs.
- Reflect
- Review the system regularly.
- Engage
- Do the work with confidence.
PKM holds what you know. GTD manages what you need to do. They work best together.
11
09 · Distill with progressive summarization
Progressive summarization adds layers of highlighting each time you revisit a note:
- Layer 1: the saved passage
- Layer 2: bold the most important parts
- Layer 3: highlight the best of the bold
- Layer 4: write a short summary in your own words
Only distill notes when you use them. Effort should follow need.
12
10 · Use links, tags, and properties well
- Links
- Connect specific ideas. The most powerful tool for thinking.
- Tags
- Mark broad types or statuses, such as #book or #draft. Keep the list short.
- Properties
- Structured fields such as author, date, status, or source.
- Folders
- A few broad containers. Avoid deep nesting.
Too many tags create a second mess. Use a small, consistent set.
13
11 · Make notes from what you read
- Highlight while reading
- Export highlights to your system
- Write a few notes in your own words
- Link them to existing ideas
- Record the book or article as the source
- Note what you will do differently
Read-it-later and highlight tools such as Readwise make this easier by syncing highlights to your notes app.
14
12 · Remember with spaced repetition
Notes help you find knowledge. Spaced repetition helps you remember it.
- Turn key facts into flashcards
- Review cards at increasing intervals
- Write one fact per card
- Use your own wording
- Review a little every day
Anki is a popular free flashcard app and supports the FSRS scheduling algorithm, built in since version 23.10.
15
13 · Choose tools that fit
- Obsidian
- Local Markdown files, links, graph view, and Bases. Free, including for work.
- Logseq
- Open-source outliner focused on daily notes and blocks.
- Notion
- Docs and databases. Strong for structured projects and teams.
- Tana
- Outliner with structured supertags.
- Capacities
- Notes organized as objects such as people, books, and ideas.
- Heptabase
- Visual whiteboards for research and learning.
- Anytype
- Local-first and encrypted.
- Apple Notes or Google Keep
- Simple, fast capture.
- Zotero
- Free reference manager for academic sources.
The best tool is the one you will open every day. Switching tools is rarely the fix.
16
14 · Own your data
- Prefer formats you can export, such as Markdown
- Keep regular backups
- Test exporting before committing to a tool
- Avoid locking years of notes into one company
- Keep sensitive notes local or encrypted
Your knowledge should outlive any app.
17
15 · Use AI as an assistant, not a replacement
AI can help you:
- Summarize sources
- Suggest titles and links
- Search by meaning
- Find contradictions
- Turn notes into drafts
- Quiz you on what you learned
But writing notes in your own words is how understanding forms. Let AI process and retrieve. Keep the thinking yours.
Never let an AI summary replace the original source.
18
16 · Run a daily practice
- Capture ideas as they come
- Keep a daily note for thoughts and tasks
- Process a few inbox items
- Link one new note to an old one
- Review a few flashcards
Ten minutes a day beats a three-hour reorganization once a year.
19
17 · Run weekly and monthly reviews
Weekly
- Empty your inbox
- Review active projects
- Turn good captures into permanent notes
- Archive finished work
- Plan next week
Monthly
- Review areas of responsibility
- Update maps of content
- Delete what no longer matters
- Note what you learned
- Pick next learning priorities
20
18 · Turn knowledge into output
Knowledge becomes valuable when you use it. Turn notes into:
- Articles and posts
- Talks and presentations
- Decisions
- Projects
- Teaching
- Products
Each output also improves your notes, because creating reveals gaps.
21
19 · Avoid common mistakes
- Collecting without ever using
- Endlessly switching tools
- Building complex systems before having notes
- Copying instead of writing in your own words
- Creating hundreds of tags
- Deep folder hierarchies
- Never reviewing
- Saving without sources
A simple system you use beats a perfect system you admire.
22
20 · Start simple, then grow
- Week 1
- Pick one tool and create an inbox.
- Week 2
- Set up PARA folders.
- Week 3
- Write five permanent notes in your own words.
- Week 4
- Add links and your first map of content.
- Month 2
- Add a weekly review.
- Month 3
- Add spaced repetition or AI help if needed.
23
Which method should you use?
- You want to finish projects
- PARA and GTD
- You want deeper thinking
- Zettelkasten and evergreen notes
- You have many files
- Johnny.Decimal
- You want to remember facts
- Spaced repetition
- You have many notes on one topic
- Maps of content
- You save a lot of reading
- Progressive summarization
Methods are tools, not religions. Combine what helps and drop what does not.
The golden rule
Do not build a library you never visit. Build a workshop you use every day.
- Capture
- Organize
- Distill
- Connect
- Retrieve
- Express
- Review
The goal of personal knowledge management is not to remember everything. It is to make what you know easy to find, connect, and use.