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Chapter 3 of 7

The CODE Method and Progressive Summarization

The CODE method—Capture, Organize, Distill, Express—is Tiago Forte's four-step model for turning information into output. Capture and Organize behave much like other PKM workflows: save inputs reliably and place them in a structure such as PARA. The novelty of CODE is the explicit emphasis on the back half of the pipeline, where most personal knowledge work actually breaks down.

Distill means progressively compressing notes to their most essential ideas, which is the same as note compression in other traditions. In practice, it is done in layers: layer 1 marks standout passages, layer 2 bolds the most important, layer 3 paraphrases them, layer 4 reorganizes the result, and layer 5 rewrites the takeaway in your own voice. This layered compression is progressive summarization. The risk of skipping layers is keeping more noise than signal, so retrieval stays slow and the saved notes are no cheaper to re-read than the originals. A useful target size is the minimum viable note—the smallest self-contained note that still conveys a useful idea and can later be expanded without becoming unfocused.

Express is what CODE exists to enable: producing a creative output—writing, teaching, designing, or building—that draws on the notes captured and refined. CODE differs from classic GTD precisely here, because GTD centers on managing tasks and commitments while CODE centers on finished creative work. A protected, low-interruption creative hour is one mechanism for protecting this step, and weekly reviews can ensure that active notes are actually being driven toward output. Good notes shorten the distance between raw inputs and coherent writing because ideas are already partially shaped; a strong PKM principle is to store information in ways that make future action easier, not in ways that simply feel organized today.

All chapters
  1. 1Foundations of Personal Knowledge Management
  2. 2Organizing Knowledge with PARA and Note Types
  3. 3The CODE Method and Progressive Summarization
  4. 4The Zettelkasten Tradition
  5. 5Getting Things Done and Task Management
  6. 6Modern Note Networks and Maps of Content
  7. 7Workflows, Reviews, and Long-Term Knowledge Health

Drill it

Reading is not remembering. These come from the Knowledge Management deck:

Q

What is personal knowledge management (PKM)?

Personal knowledge management is the practice of capturing, organizing, and reusing information so it becomes easier to think, create, and make decisions.

Q

Why is capture important in a PKM system?

Capture prevents useful ideas from vanishing and reduces the mental load of trying to remember everything in real time.

Q

What makes a good capture habit?

A good capture habit is fast, low-friction, and consistent across devices so ideas can be saved before they disappear.

Q

What is the difference between collecting and curating?Collecting saves information broadly

curating filters, labels, and keeps only what is likely to be useful later.