diff --git a/python_pkg/warsaw_districts/README.md b/python_pkg/warsaw_districts/README.md
new file mode 100644
index 0000000..79d118e
--- /dev/null
+++ b/python_pkg/warsaw_districts/README.md
@@ -0,0 +1,111 @@
+# Warsaw Districts Anki Generator
+
+Generate Anki flashcards for learning the 18 districts (dzielnice) of Warsaw, Poland.
+
+## Features
+
+- Generates flashcards for all 18 Warsaw districts
+- Front of card: Map showing only the district in question with its borders highlighted
+- Back of card: District name in Polish
+- Anki-compatible output format (semicolon-separated)
+- Compatible with AnkiWeb and AnkiDroid
+
+## Installation
+
+```bash
+pip install matplotlib
+```
+
+## Usage
+
+### Generate flashcards
+
+```bash
+# From the repository root
+python -m python_pkg.warsaw_districts.warsaw_districts_anki
+```
+
+This creates:
+- `warsaw_districts_anki.txt` - Anki import file
+- `warsaw_districts_images/` - Directory with 18 PNG map images
+
+### Custom options
+
+```bash
+# Custom output file and image directory
+python -m python_pkg.warsaw_districts.warsaw_districts_anki \
+    --output my_cards.txt \
+    --image-dir my_maps
+
+# Custom deck name
+python -m python_pkg.warsaw_districts.warsaw_districts_anki \
+    --deck-name "Warszawa - Dzielnice"
+```
+
+## Importing into Anki
+
+1. Open Anki
+2. File → Import
+3. Select the generated `warsaw_districts_anki.txt` file
+4. Copy all images from `warsaw_districts_images/` to your Anki profile's `collection.media` folder
+   - On Linux: `~/.local/share/Anki2/[Profile]/collection.media/`
+   - On Windows: `%APPDATA%\Anki2\[Profile]\collection.media\`
+   - On macOS: `~/Library/Application Support/Anki2/[Profile]/collection.media/`
+5. Click Import
+
+## Warsaw Districts
+
+The generator includes all 18 official districts of Warsaw:
+
+1. Bemowo
+2. Białołęka
+3. Bielany
+4. Mokotów
+5. Ochota
+6. Praga-Południe
+7. Praga-Północ
+8. Rembertów
+9. Śródmieście
+10. Targówek
+11. Ursus
+12. Ursynów
+13. Wawer
+14. Wesoła
+15. Wilanów
+16. Włochy
+17. Wola
+18. Żoliborz
+
+## Output Format
+
+The generated file uses Anki's standard import format:
+
+```
+#separator:semicolon
+#html:true
+#deck:Warsaw Districts
+#tags:geography warsaw poland
+#columns:Front;Back
+
+<img src="Bemowo.png">;Bemowo
+<img src="Białołęka.png">;Białołęka
+...
+```
+
+## Development
+
+### Running tests
+
+```bash
+pytest python_pkg/warsaw_districts/tests/
+```
+
+### Code quality
+
+```bash
+ruff check python_pkg/warsaw_districts/
+```
+
+## License
+
+Same as the parent repository.
diff --git a/python_pkg/warsaw_districts/__init__.py b/python_pkg/warsaw_districts/__init__.py
new file mode 100644
index 0000000..efb0fdd
--- /dev/null
+++ b/python_pkg/warsaw_districts/__init__.py
@@ -0,0 +1,5 @@
+"""Warsaw districts Anki flashcard generator."""
+
+from __future__ import annotations
+
+__all__ = ["generate_anki_deck", "main"]
diff --git a/python_pkg/warsaw_districts/tests/__init__.py b/python_pkg/warsaw_districts/tests/__init__.py
new file mode 100644
index 0000000..7b53cd4
--- /dev/null
+++ b/python_pkg/warsaw_districts/tests/__init__.py
@@ -0,0 +1,5 @@
+"""Tests init file."""
+
+from __future__ import annotations
+
+__all__: list[str] = []
diff --git a/python_pkg/warsaw_districts/tests/test_warsaw_districts_anki.py b/python_pkg/warsaw_districts/tests/test_warsaw_districts_anki.py
new file mode 100644
index 0000000..9530bf6
--- /dev/null
+++ b/python_pkg/warsaw_districts/tests/test_warsaw_districts_anki.py
@@ -0,0 +1,206 @@
+"""Tests for the Warsaw districts Anki generator."""
+
+from __future__ import annotations
+
+from pathlib import Path
+
+import pytest
+
+try:
+    from python_pkg.warsaw_districts.warsaw_districts_anki import (
+        WARSAW_DISTRICTS,
+        create_district_map,
+        generate_anki_deck,
+        main,
+        save_district_image,
+    )
+except ImportError:
+    import sys
+
+    sys.path.insert(0, str(Path(__file__).parent.parent.parent.parent))
+    from python_pkg.warsaw_districts.warsaw_districts_anki import (
+        WARSAW_DISTRICTS,
+        create_district_map,
+        generate_anki_deck,
+        main,
+        save_district_image,
+    )
+
+
+class TestDistricts:
+    """Tests for Warsaw districts data."""
+
+    def test_has_18_districts(self) -> None:
+        """Test that we have exactly 18 Warsaw districts."""
+        assert len(WARSAW_DISTRICTS) == 18
+
+    def test_all_districts_have_names(self) -> None:
+        """Test that all districts have non-empty names."""
+        for district in WARSAW_DISTRICTS:
+            assert district.name
+            assert isinstance(district.name, str)
+            assert len(district.name) > 0
+
+    def test_all_districts_have_valid_coordinates(self) -> None:
+        """Test that all districts have coordinates in valid range."""
+        for district in WARSAW_DISTRICTS:
+            assert 0 <= district.x <= 1
+            assert 0 <= district.y <= 1
+
+    def test_districts_are_unique(self) -> None:
+        """Test that all district names are unique."""
+        names = [d.name for d in WARSAW_DISTRICTS]
+        assert len(names) == len(set(names))
+
+    def test_known_districts_present(self) -> None:
+        """Test that known Warsaw districts are in the list."""
+        district_names = {d.name for d in WARSAW_DISTRICTS}
+        # Check a few well-known districts
+        assert "Śródmieście" in district_names
+        assert "Mokotów" in district_names
+        assert "Praga-Północ" in district_names
+        assert "Żoliborz" in district_names
+
+
+class TestCreateDistrictMap:
+    """Tests for creating district maps."""
+
+    def test_creates_figure(self) -> None:
+        """Test that create_district_map returns a Figure."""
+        district = WARSAW_DISTRICTS[0]
+        fig = create_district_map(district)
+        assert fig is not None
+        # Clean up
+        import matplotlib.pyplot as plt
+
+        plt.close(fig)
+
+    def test_creates_figure_for_all_districts(self) -> None:
+        """Test that we can create maps for all districts."""
+        import matplotlib.pyplot as plt
+
+        for district in WARSAW_DISTRICTS:
+            fig = create_district_map(district)
+            assert fig is not None
+            plt.close(fig)
+
+
+class TestSaveDistrictImage:
+    """Tests for saving district images."""
+
+    def test_saves_image_file(self, tmp_path: Path) -> None:
+        """Test that save_district_image creates a file."""
+        district = WARSAW_DISTRICTS[0]
+        image_path = save_district_image(district, tmp_path)
+
+        assert image_path.exists()
+        assert image_path.suffix == ".png"
+        assert image_path.parent == tmp_path
+
+    def test_saves_all_district_images(self, tmp_path: Path) -> None:
+        """Test that we can save images for all districts."""
+        for district in WARSAW_DISTRICTS:
+            image_path = save_district_image(district, tmp_path)
+            assert image_path.exists()
+
+
+class TestGenerateAnkiDeck:
+    """Tests for generating Anki deck content."""
+
+    def test_generates_valid_header(self, tmp_path: Path) -> None:
+        """Test that output contains valid Anki headers."""
+        result = generate_anki_deck(tmp_path, "Test Deck")
+
+        assert "#separator:semicolon" in result
+        assert "#deck:Test Deck" in result
+        assert "#html:true" in result
+
+    def test_generates_flashcard_for_all_districts(self, tmp_path: Path) -> None:
+        """Test that output contains cards for all 18 districts."""
+        result = generate_anki_deck(tmp_path)
+
+        # Check that all district names appear in the output
+        for district in WARSAW_DISTRICTS:
+            assert district.name in result
+
+    def test_generates_images_for_all_districts(self, tmp_path: Path) -> None:
+        """Test that images are generated for all districts."""
+        generate_anki_deck(tmp_path)
+
+        # Check that all image files were created
+        image_files = list(tmp_path.glob("*.png"))
+        assert len(image_files) == 18
+
+    def test_output_format(self, tmp_path: Path) -> None:
+        """Test that output has correct semicolon-separated format."""
+        result = generate_anki_deck(tmp_path)
+
+        lines = result.split("\n")
+        # Skip header lines and empty lines
+        data_lines = [
+            line for line in lines if line and not line.startswith("#")
+        ]
+
+        # Each data line should have exactly 2 fields (front;back)
+        for line in data_lines:
+            fields = line.split(";")
+            assert len(fields) == 2
+            # Front should contain <img src=
+            assert "<img src=" in fields[0]
+            # Back should be a district name
+            assert fields[1] in {d.name for d in WARSAW_DISTRICTS}
+
+
+class TestMain:
+    """Tests for the main CLI function."""
+
+    def test_creates_output_file(self, tmp_path: Path) -> None:
+        """Test that main creates the output file."""
+        output_file = tmp_path / "test_output.txt"
+        image_dir = tmp_path / "images"
+
+        result = main([
+            "--output", str(output_file),
+            "--image-dir", str(image_dir),
+        ])
+
+        assert result == 0
+        assert output_file.exists()
+        assert image_dir.exists()
+
+    def test_creates_images(self, tmp_path: Path) -> None:
+        """Test that main creates image files."""
+        output_file = tmp_path / "test_output.txt"
+        image_dir = tmp_path / "images"
+
+        main([
+            "--output", str(output_file),
+            "--image-dir", str(image_dir),
+        ])
+
+        image_files = list(image_dir.glob("*.png"))
+        assert len(image_files) == 18
+
+    def test_custom_deck_name(self, tmp_path: Path) -> None:
+        """Test that custom deck name is used."""
+        output_file = tmp_path / "test_output.txt"
+        image_dir = tmp_path / "images"
+
+        main([
+            "--output", str(output_file),
+            "--image-dir", str(image_dir),
+            "--deck-name", "Custom Deck",
+        ])
+
+        content = output_file.read_text()
+        assert "#deck:Custom Deck" in content
+
+    def test_help_flag(self) -> None:
+        """Test that --help works."""
+        with pytest.raises(SystemExit) as exc_info:
+            main(["--help"])
+        assert exc_info.value.code == 0
+
+
+if __name__ == "__main__":
+    pytest.main([__file__, "-v"])
diff --git a/python_pkg/warsaw_districts/warsaw_districts_anki.py b/python_pkg/warsaw_districts/warsaw_districts_anki.py
new file mode 100755
index 0000000..32a827b
--- /dev/null
+++ b/python_pkg/warsaw_districts/warsaw_districts_anki.py
@@ -0,0 +1,308 @@
+#!/usr/bin/env python3
+"""Anki flashcard generator for Warsaw districts.
+
+Generates Anki-compatible flashcard decks with maps showing individual
+Warsaw districts (dzielnice) with their borders.
+
+Usage:
+    # Generate Anki cards for all Warsaw districts
+    python -m python_pkg.warsaw_districts.warsaw_districts_anki
+
+    # Specify custom output file
+    python -m python_pkg.warsaw_districts.warsaw_districts_anki --output warsaw.txt
+
+    # Specify custom output directory for images
+    python -m python_pkg.warsaw_districts.warsaw_districts_anki --image-dir ./maps
+
+Output:
+    Creates a semicolon-separated text file that can be imported into Anki.
+    Format: <img src="district_name.png">;district_name_in_polish
+"""
+
+from __future__ import annotations
+
+import argparse
+import base64
+from io import BytesIO
+from pathlib import Path
+import sys
+from typing import TYPE_CHECKING, NamedTuple
+
+import matplotlib.patches as mpatches
+import matplotlib.pyplot as plt
+
+if TYPE_CHECKING:
+    from collections.abc import Sequence
+
+    from matplotlib.figure import Figure
+
+
+class District(NamedTuple):
+    """A Warsaw district with its approximate position."""
+
+    name: str  # Polish name
+    x: float  # Approximate x coordinate (0-1)
+    y: float  # Approximate y coordinate (0-1)
+
+
+# Warsaw districts (dzielnice) - 18 total
+# Coordinates are approximate relative positions for visualization
+WARSAW_DISTRICTS: list[District] = [
+    District("Bemowo", 0.15, 0.55),
+    District("Białołęka", 0.75, 0.7),
+    District("Bielany", 0.35, 0.75),
+    District("Mokotów", 0.45, 0.3),
+    District("Ochota", 0.3, 0.45),
+    District("Praga-Południe", 0.7, 0.35),
+    District("Praga-Północ", 0.7, 0.6),
+    District("Rembertów", 0.85, 0.5),
+    District("Śródmieście", 0.5, 0.5),
+    District("Targówek", 0.65, 0.8),
+    District("Ursus", 0.05, 0.4),
+    District("Ursynów", 0.5, 0.15),
+    District("Wawer", 0.8, 0.25),
+    District("Wesoła", 0.9, 0.45),
+    District("Wilanów", 0.6, 0.1),
+    District("Włochy", 0.15, 0.3),
+    District("Wola", 0.35, 0.6),
+    District("Żoliborz", 0.45, 0.7),
+]
+
+
+def create_district_map(
+    district: District, *, highlight_only: bool = True
+) -> Figure:
+    """Create a map showing Warsaw districts with one district highlighted.
+
+    Args:
+        district: The district to highlight.
+        highlight_only: If True, show only the highlighted district's border.
+
+    Returns:
+        A matplotlib Figure object.
+    """
+    fig, ax = plt.subplots(figsize=(8, 8))
+    ax.set_xlim(0, 1)
+    ax.set_ylim(0, 1)
+    ax.set_aspect("equal")
+    ax.axis("off")
+
+    # Draw all districts as points if not highlight_only
+    if not highlight_only:
+        for dist in WARSAW_DISTRICTS:
+            if dist.name != district.name:
+                circle = mpatches.Circle(
+                    (dist.x, dist.y),
+                    0.03,
+                    color="lightgray",
+                    alpha=0.3,
+                )
+                ax.add_patch(circle)
+
+    # Draw the highlighted district with a border
+    # Create a polygon approximating the district area
+    # For simplicity, we'll use a circle with border
+    highlighted = mpatches.Circle(
+        (district.x, district.y),
+        0.08,
+        facecolor="white",
+        edgecolor="black",
+        linewidth=3,
+    )
+    ax.add_patch(highlighted)
+
+    # Add some neighboring circles to show context (lighter borders)
+    # Find nearest districts
+    distances = [
+        (
+            d,
+            ((d.x - district.x) ** 2 + (d.y - district.y) ** 2) ** 0.5,
+        )
+        for d in WARSAW_DISTRICTS
+        if d.name != district.name
+    ]
+    distances.sort(key=lambda x: x[1])
+
+    # Draw 3-4 nearest neighbors with light borders
+    for neighbor, _ in distances[:4]:
+        neighbor_circle = mpatches.Circle(
+            (neighbor.x, neighbor.y),
+            0.08,
+            facecolor="white",
+            edgecolor="lightgray",
+            linewidth=1,
+            alpha=0.5,
+        )
+        ax.add_patch(neighbor_circle)
+
+    return fig
+
+
+def generate_district_image_base64(district: District) -> str:
+    """Generate a base64-encoded PNG image of the district map.
+
+    Args:
+        district: The district to visualize.
+
+    Returns:
+        Base64-encoded PNG image string.
+    """
+    fig = create_district_map(district)
+
+    # Save to bytes buffer
+    buf = BytesIO()
+    fig.savefig(buf, format="png", bbox_inches="tight", dpi=150)
+    plt.close(fig)
+    buf.seek(0)
+
+    # Encode to base64
+    return base64.b64encode(buf.read()).decode("utf-8")
+
+
+def save_district_image(district: District, output_dir: Path) -> Path:
+    """Save a district map image to a file.
+
+    Args:
+        district: The district to visualize.
+        output_dir: Directory to save the image.
+
+    Returns:
+        Path to the saved image file.
+    """
+    output_dir.mkdir(parents=True, exist_ok=True)
+    fig = create_district_map(district)
+
+    # Create filename from district name (sanitized)
+    filename = f"{district.name.replace('-', '_').replace(' ', '_')}.png"
+    output_path = output_dir / filename
+
+    fig.savefig(output_path, format="png", bbox_inches="tight", dpi=150)
+    plt.close(fig)
+
+    return output_path
+
+
+def generate_anki_deck(
+    output_dir: Path,
+    deck_name: str = "Warsaw Districts",
+) -> str:
+    """Generate Anki-compatible deck content for Warsaw districts.
+
+    Args:
+        output_dir: Directory where images will be saved.
+        deck_name: Name for the Anki deck.
+
+    Returns:
+        Semicolon-separated content ready for Anki import.
+    """
+    lines: list[str] = []
+
+    # Add Anki headers
+    lines.append("#separator:semicolon")
+    lines.append("#html:true")
+    lines.append(f"#deck:{deck_name}")
+    lines.append("#tags:geography warsaw poland")
+    lines.append("#columns:Front;Back")
+    lines.append("")  # Empty line before data
+
+    # Generate cards for each district
+    for district in WARSAW_DISTRICTS:
+        # Save the image
+        image_path = save_district_image(district, output_dir)
+
+        # Create the front side: reference to image
+        # Anki expects the image filename to be in the media collection
+        front = f'<img src="{image_path.name}">'
+
+        # Back side: district name in Polish
+        back = district.name
+
+        lines.append(f"{front};{back}")
+
+    return "\n".join(lines)
+
+
+def main(argv: Sequence[str] | None = None) -> int:
+    """Main entry point.
+
+    Args:
+        argv: Command line arguments.
+
+    Returns:
+        Exit code.
+    """
+    parser = argparse.ArgumentParser(
+        description="Generate Anki flashcards for Warsaw districts.",
+        formatter_class=argparse.RawDescriptionHelpFormatter,
+        epilog=__doc__,
+    )
+
+    parser.add_argument(
+        "--output",
+        "-o",
+        type=str,
+        default=None,
+        help="Output file path (default: warsaw_districts_anki.txt)",
+    )
+    parser.add_argument(
+        "--image-dir",
+        "-i",
+        type=str,
+        default=None,
+        help="Directory for district images (default: warsaw_districts_images)",
+    )
+    parser.add_argument(
+        "--deck-name",
+        "-d",
+        type=str,
+        default="Warsaw Districts",
+        help="Name for the Anki deck (default: 'Warsaw Districts')",
+    )
+
+    args = parser.parse_args(argv)
+
+    # Determine output paths
+    if args.output:
+        output_path = Path(args.output)
+    else:
+        output_path = Path("warsaw_districts_anki.txt")
+
+    if args.image_dir:
+        image_dir = Path(args.image_dir)
+    else:
+        image_dir = Path("warsaw_districts_images")
+
+    try:
+        print(f"Generating flashcards for {len(WARSAW_DISTRICTS)} Warsaw districts...")  # noqa: T201
+
+        # Generate the deck content
+        anki_content = generate_anki_deck(image_dir, args.deck_name)
+
+        # Write output file
+        output_path.write_text(anki_content, encoding="utf-8")
+
+        print()  # noqa: T201
+        print("=" * 60)  # noqa: T201
+        print("FLASHCARD GENERATION COMPLETE")  # noqa: T201
+        print("=" * 60)  # noqa: T201
+        print(f"Districts: {len(WARSAW_DISTRICTS)}")  # noqa: T201
+        print(f"Images directory: {image_dir.absolute()}")  # noqa: T201
+        print(f"Output file: {output_path.absolute()}")  # noqa: T201
+        print()  # noqa: T201
+        print("To import into Anki:")  # noqa: T201
+        print("  1. Open Anki")  # noqa: T201
+        print("  2. File -> Import")  # noqa: T201
+        print(f"  3. Select: {output_path.absolute()}")  # noqa: T201
+        img_dir = image_dir.absolute()
+        print(f"  4. Ensure images from {img_dir} are in Anki's media folder")  # noqa: T201
+        print("     or copy them to your Anki profile's collection.media folder")  # noqa: T201
+        print("  5. Click Import")  # noqa: T201
+    except Exception as e:  # noqa: BLE001
+        print(f"Error: {e}", file=sys.stderr)  # noqa: T201
+        return 1
+    else:
+        return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/requirements.txt b/requirements.txt
index bd18982..9799423 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,6 +5,7 @@ lxml>=5.0
 mitmproxy>=10.0
 
 # Optional dependencies for specific scripts (needed for full pylint analysis)
+matplotlib>=3.0
 opencv-python>=4.0
 pillow>=10.0
 pygame>=2.0