CLN Wiki · CLN Practice
Operator Thinking
Author Vadim Shchetinkin Published February 2026
Classify before you write. The moment of classification is the most important cognitive act in note-taking.
01 / Definition Term
= Operator Thinking — classifying information by type before recording it
= the cognitive equivalent of "measure twice, cut once"

You've heard something in a meeting. Before writing it down, CLN forces one question: what type of information is this? Fact (=)? Action (.)? Risk (!)? Question (?)? That split-second classification is the most important cognitive act in note-taking. It forces understanding before recording.

02 / The 9 Questions Operators
= what IS it? (definition)
. what to DO? (action)
| with WHAT? (resource)
@ WHO / WHEN / WHERE? (metadata)
! what can go WRONG? (risk)
? what don't we KNOW? (unknown)
* by the WAY (note)
+ what's FOR it? (pro)
- what's AGAINST it? (con)
03 / Why It Matters Cognition
+ forces comprehension before recording
+ eliminates "I wrote it down but don't know what it means"
+ makes notes queryable: "show me all risks" = grep for !
! if you can't assign an operator, you didn't understand it
@ principle: classification IS comprehension
04 / The Prose Trap Problem

Prose lets you write without understanding. You transcribe verbatim, feel productive, comprehend nothing. CLN breaks this deliberately. Between hearing and writing, it inserts a classification step. Nine operators, nine questions, nine moments of forced understanding per page.

📝
Prose Note-Taking
hear → write → forget
🎯
Operator Thinking
hear → classify → write → remember
05 / Where to Start Practice
→ Start with four: = . ! ?
* That's enough to transform how you process information
→ Add the remaining 5 operators as the habit solidifies

Notation Literacy All 9 Operators →