Guided play: how to learn during a game without playing on autopilot

The traditional way to learn from a game is to play it, lose it, and then review it. By the time you open the analysis, the position you were confused about is twenty moves gone, and so is whatever you were thinking when you chose your move. The review tells you what was wrong, but the moment of decision has passed.

Guided play moves the coaching into the game itself. With Guided switched on in Walnut Chess, the column beside the board becomes your coach. This article explains what it shows, why feedback during play works, and how to use it so it builds your skill instead of replacing it.

Why feedback during the game works

Research on expertise keeps coming back to the same ingredients. Anders Ericsson's work on deliberate practice describes skill growing fastest when tasks are pitched just beyond your level and come with immediate, informative feedback. In chess specifically, Neil Charness and colleagues surveyed two large samples of tournament-rated players and found that serious study alone was the strongest predictor of rating, more than tournament play. Part of their explanation: in study, the problems can be chosen to be the right difficulty, and you can check your answer.

A casual online game gives you neither. The difficulty is whatever the pairing gives you, and the feedback is a win or a loss an hour later, with no idea which of forty decisions caused it. Guided play turns a game into study: your opponent is set to your level, and each decision gets an answer while you still remember why you made it.

What the coach shows you

When it's your move, the coach pins a short list of options above its message box:

• Ranked candidate moves, each on one line with a label such as Best, Strong, Playable or Risky. Open one to see why it works, the threat it meets and the likely continuation.
• A verdict on the move you just played, from best to blunder, with a sentence on why. It appears in the game's thread, so the whole game reads back as a conversation.
• Attack and defence at a tap. Tap any piece to see what it attacks and what defends it, which is how you catch the loose pieces that decide most amateur games.
• Ask. Every option has an Ask button. "Why is this better than castling?" gets an answer about your position, checked against Stockfish.

The opponent is Novice AI, Club AI or Master AI, named for the class of player each plays like, or an exact Elo. We explain the naming in playing an AI at your level.

The trap: help that does the thinking for you

There's a real risk here, and every good coach knows it. Psychologists call the helpful kind of struggle a desirable difficulty: work that feels harder in the moment, such as recalling instead of rereading, or trying before being shown, produces much better long-term learning. If the best move is on screen before you've looked at the board, you'll play it, the game will go well, and you'll learn almost nothing.

So the most important feature of guided play is the one that holds the help back.

Think first

Think first, on by default, keeps the options behind a single tap. You look at the board, list your own candidates, settle on one, and only then tap to see how your choice compares. That turns every move into a small puzzle with an answer key, which is exactly the kind of practice the research favours.

We recommend it for everyone past the complete-beginner stage. If you've just learned the rules, switching it off in the coach's settings for a few games is fine: seeing good moves with reasons attached is how you build a first sense of what good moves look like. Then switch it back on.

Five habits for guided games

1. Name your candidates before you look. Checks, captures and threats first, for both sides. Then compare your list with the coach's. The moves you missed are your lesson.
2. Read the reason, not just the rank. Best tells you nothing you can reuse. "Develops with tempo on the queen" does.
3. Ask one question per game. Pick the move you understood least and ask the coach about it. One understood idea beats ten skimmed ones.
4. Tap before you trade. Before any capture, tap the piece you're taking and the one you're taking with. Most hanging pieces are visible from there.
5. Play some games unguided. Guidance is scaffolding. Every few games, switch it off and see whether the habits hold on their own. The game still gets a full review afterwards.

After the game

The game's conversation stays with it. When you open the finished game, the coach walks through the moments that decided it, and Play from here lets you take any position into a new game to try the better move. For what to do in that review, see our twenty-minute review routine.

Guided play, like the rest of Walnut Chess, is free: every guided game, every verdict and every question, with no paid tier to unlock them.