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Learn from your own chess mistakes: Stockfish analysis + spaced repetition training

Project description

Chess Self-Coach

License: MIT

Learn from your own mistakes. Chess Self-Coach fetches your games from Lichess and chess.com, finds your blunders with Stockfish and Lichess tablebases, drills you on the correct moves with spaced repetition, and provides chess.com-quality game review with eval bar, score chart, and move classifications.

Static demo | Documentation | Landing page

How It Works

Your games → Stockfish analysis → Training drills + Game review

The PWA opens on a game list — your recent games from Lichess and chess.com. From there:

  • Select games to analyze with Stockfish (checkboxes + batch analyze)
  • Click a game for chess.com-style game review (eval bar, score chart, move classifications)
  • Train on any analyzed game, or open full Training from the menu for spaced repetition drills across all your mistakes

One command to start

chess-self-coach train --prepare    # fetch games + Stockfish analysis (~5 min)
chess-self-coach                    # open training in browser

What you see

For each mistake in your games, the trainer shows:

  • Context: "Middlegame, you had a slight advantage. Your move lost significant material."
  • The position with material balance (captured pieces)
  • Your task: find the better move by dragging a piece
  • Wrong move? Stockfish shows how the opponent punishes it, then Retry
  • After answering: explanation, best line (playable), link to the original game
  • Spaced repetition: positions come back until mastered (intra-session + SM-2)
  • Give up: permanently dismiss positions you don't want to review

Mistake categories

Category Centipawn loss Example
Blunder >= 200 cp Hanging a piece, allowing checkmate
Mistake 100-199 cp Missing a tactic, losing material
Inaccuracy 50-99 cp Passive move when active was better

Endgame positions (≤ 7 pieces) are resolved by the Lichess tablebase API with mathematically exact Win/Draw/Loss verdicts — no Stockfish heuristics needed.

Installation

One-liner (recommended)

curl -fsSL https://raw.githubusercontent.com/Bobain/chess-self-coach/main/install.sh | bash

Installs Stockfish, Python, pipx, and chess-self-coach. Then run the setup wizard:

chess-self-coach setup

Supported platforms: macOS (Homebrew), Ubuntu/Debian (apt).

Manual installation

# 1. Install Stockfish
sudo apt install stockfish  # or: brew install stockfish

# 2. Install chess-self-coach
pipx install chess-self-coach

# 3. Run the interactive setup wizard
chess-self-coach setup

Update

chess-self-coach update

Setup wizard

The setup command will:

  1. Find Stockfish on your system
  2. Guide you through Lichess token creation (step by step)
  3. Ask for your chess.com username (for importing games)

CLI Reference

Training (main feature)

# Fetch your games and analyze with Stockfish
chess-self-coach train --prepare                    # 10 games, depth 18, parallel
chess-self-coach train --prepare --games 50         # more games
chess-self-coach train --prepare --depth 12         # faster analysis

# Open the training interface
chess-self-coach

# Check your stats
chess-self-coach train --stats

Incremental by default: only new games are analyzed. Existing positions and your SRS progress are preserved.

# Developer options
chess-self-coach train --prepare --fresh            # [dev] discard data, start from scratch
chess-self-coach train --refresh-explanations       # [dev] regenerate texts without Stockfish

Other commands

chess-self-coach syzygy [download|status]  # manage Syzygy endgame tablebases
chess-self-coach setup                  # interactive configuration wizard

Data & Privacy

  • Your games are fetched from public APIs (Lichess, chess.com)
  • training_data.json and analysis_data.json are stored locally (gitignored)
  • Drill progress is in your browser's localStorage
  • No server, no account, no tracking

Contributing

See CONTRIBUTING.md for code guidelines.

License

MIT

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