Method families

Support & cognitive load

Start here when the topic feels too big. Get hints that leave the hard part with you, and fade the help as you earn it.

Best when you are stuck or overloaded

Best for practice and revision weeks

Generative practice & retrieval

Close the notes and pull the knowledge out. Feedback, spacing, and mixed practice that make memory stick.

Dialogue, argument & inquiry

Ask better questions. Defend a claim. Hunt for the counterexample that would break your definition.

C · Best when you need to think, not just absorb

Perspective, simulation & context

Step into another role, era, or stakeholder. Ideas stop being facts to recite and become situations you can reason inside.

Best for history, ethics, design briefs, case work

Best when effort is high but progress is muddy

Metacognition & self-regulation

Watch how you study. Catch the feeling of fluency that is not real mastery, and steer the next hour yourself.

Creation, transfer & long horizon

Draft, transfer, invent constraints, and build work that survives past tonight’s session.

F · Best for essays, projects, and open briefs

Language & communication

Input you can actually use, output you can repair, and register shifts so you say what you mean.

Best for languages and clear writing

Best before exams and after marked work

Assessment & diagnosis

Find what you actually know before you revise what you only feel you know. Grade yourself against a real standard.

Representation & memory

Turn the idea into a diagram, story, table, or palace you can rebuild from scratch.

I · Best when the structure will not hold

Making it fun, memorable & personally alive

Hook the work to stakes and identity you already care about, without turning study into empty games.

Best when motivation, not method, is the bottleneck

Best every time you open a chat

Working with the tool itself

Verify claims, refuse bad answers, own the session. Keep AI from doing the thinking you need to do.

History, human story & context

Find why the idea existed, who disagreed, and what world it came from, so it stops feeling arbitrary.

L · Best when material feels disconnected

Visual, spatial & data representation

Draw it, read the figure properly, sweep a parameter, catch the visual misconception in your sketch.

Best for graphs, diagrams, and spatial work

Best for labs, performance, and hands-on craft

Embodied, practical & performance skills

Narrate the move, predict where it breaks, then forensicise the attempt, when the body has to do the learning.