From c8ec4e8981e0ba1b998b30905b69e6f9b8ae3e59 Mon Sep 17 00:00:00 2001
From: Wisaroot Lertthaweedech <l.wisaroot@gmail.com>
Date: Sat, 30 Aug 2025 14:13:58 +0700
Subject: [PATCH 01/15] feat: dev

---
 .amazonq/rules/development-rules.md           |   58 +-
 .amazonq/rules/question-creation.md           |   30 +
 .gitignore                                    |   10 +-
 .templates/leetcode/cookiecutter.json         |   39 +
 .templates/leetcode/examples/basic.json5      |   52 +
 .templates/leetcode/examples/tree.json5       |   50 +
 .templates/leetcode/gen.py                    |  131 ++
 .../leetcode/json/invert_binary_tree.json     |   53 +
 .../{{cookiecutter.question_name}}/README.md  |   29 +
 .../playground.ipynb                          |   86 +
 .../solution.py                               |    8 +
 .../{{cookiecutter.question_name}}/tests.py   |   38 +
 Makefile                                      |   17 +-
 leetcode/_template/README.md                  |   44 -
 leetcode/_template/solution.py                |    9 -
 leetcode/_template/tests.py                   |   24 -
 leetcode/invert_binary_tree/README.md         |    4 +-
 leetcode/invert_binary_tree/__init__.py       |    0
 leetcode/invert_binary_tree/playground.ipynb  |   87 +
 leetcode/invert_binary_tree/solution.py       |   11 +-
 leetcode/invert_binary_tree/tests.py          |   27 +-
 leetcode/two_sum/README.md                    |   51 -
 leetcode/two_sum/__init__.py                  |    0
 leetcode/two_sum/solution.py                  |   14 -
 leetcode/two_sum/tests.py                     |   26 -
 leetcode_py/list_node.py                      |   29 +
 leetcode_py/test_utils.py                     |    6 +-
 leetcode_py/tree_node.py                      |   31 +
 poetry.lock                                   | 1733 +++++++++++++++--
 pyproject.toml                                |   32 +-
 sonar-project.properties                      |    2 +-
 31 files changed, 2319 insertions(+), 412 deletions(-)
 create mode 100644 .amazonq/rules/question-creation.md
 create mode 100644 .templates/leetcode/cookiecutter.json
 create mode 100644 .templates/leetcode/examples/basic.json5
 create mode 100644 .templates/leetcode/examples/tree.json5
 create mode 100644 .templates/leetcode/gen.py
 create mode 100644 .templates/leetcode/json/invert_binary_tree.json
 create mode 100644 .templates/leetcode/{{cookiecutter.question_name}}/README.md
 create mode 100644 .templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb
 create mode 100644 .templates/leetcode/{{cookiecutter.question_name}}/solution.py
 create mode 100644 .templates/leetcode/{{cookiecutter.question_name}}/tests.py
 delete mode 100644 leetcode/_template/README.md
 delete mode 100644 leetcode/_template/solution.py
 delete mode 100644 leetcode/_template/tests.py
 delete mode 100644 leetcode/invert_binary_tree/__init__.py
 create mode 100644 leetcode/invert_binary_tree/playground.ipynb
 delete mode 100644 leetcode/two_sum/README.md
 delete mode 100644 leetcode/two_sum/__init__.py
 delete mode 100644 leetcode/two_sum/solution.py
 delete mode 100644 leetcode/two_sum/tests.py
 create mode 100644 leetcode_py/list_node.py

diff --git a/.amazonq/rules/development-rules.md b/.amazonq/rules/development-rules.md
index 0bd6531..099942e 100644
--- a/.amazonq/rules/development-rules.md
+++ b/.amazonq/rules/development-rules.md
@@ -2,53 +2,27 @@
 
 ## Discussion Mode
 
-- **Discussion Mode**: Prefix prompt with "D:" to enter read-only discussion mode
-- In discussion mode: NO code updates, only read files and provide analysis/suggestions
-- Always start responses with "[Discussion Mode]" header when in discussion mode
-- Never exit discussion mode automatically - only when user uses "XD:" prefix
-- If user seems to want code changes, remind them to use "XD:" to exit discussion mode
-- **Exit Discussion**: Use "XD:" prefix to exit discussion mode and resume normal operations
+- **Enter**: Prefix with "D:" for read-only analysis mode
+- **Exit**: Use "XD:" to resume normal operations
+- In discussion mode: NO code updates, only analysis/suggestions
 
 ## Code Standards
 
-- Use snake_case for Python method names (following Python convention)
-- Always include type hints for function parameters and return types
-- Use PEP 585/604 syntax: `list[str]`, `dict[str, int]`, `Type | None`, etc.
-- Add return statements to satisfy type checkers even if unreachable
-- Follow the project's linting rules (black, isort, ruff, mypy)
-
-## Template Usage
-
-- **When user copies LeetCode problem**: Use `leetcode/_template/` to structure the question
-- Copy template files to new question directory: `leetcode/{question_name}/`
-- Replace template placeholders with actual problem details:
-    - `{method_name}` - snake_case method name (e.g., `two_sum`)
-    - `{ClassName}` - PascalCase class name (e.g., `TwoSum`)
-    - `{parameters}` - method parameters with types
-    - `{return_type}` - return type annotation
-    - Test case placeholders with actual examples
-- **Template Implementation**: Do NOT implement the Solution class - only provide test cases and structure
-- **Helper Functions/Classes**: If the question relies on underlying helper functions or classes (e.g., TreeNode, ListNode):
-    - First check if implementation already exists in `leetcode_py/common/` directory
-    - If found, import from common module
-    - If not found, create shared implementation in `leetcode_py/common/` for reusable classes
-    - For question-specific helpers, implement directly in the solution file
-- **Update Makefile**: When adding new question, update the default `QUESTION` value in Makefile to the new question name
-- Always use the template structure for consistency
+- Use snake_case for Python methods
+- Include type hints: `list[str]`, `dict[str, int]`, `Type | None`
+- Follow linting rules (black, isort, ruff, mypy)
 
-## File Structure
+## Testing
 
-Each LeetCode problem should have:
+- Test specific: `make test-question QUESTION=<name>`
+- Test all: `make test`
+- Beautiful logging with loguru
 
-- `README.md` - Problem description and examples
-- `solution.py` - Solution implementation
-- `tests.py` - Parametrized pytest tests with loguru logging
-- `__init__.py` - Empty file for Python package
+## File Structure
 
-## Testing
+Each problem has:
 
-- Use `make test-question QUESTION=<question_name>` to run tests
-- Use `make test` to run all questions with coverage
-- Default question is set to `two_sum` in Makefile
-- Tests should cover all provided examples
-- Use loguru for beautiful logging in tests
+- `README.md` - Problem description
+- `solution.py` - Implementation with TODO placeholder
+- `tests.py` - Parametrized pytest tests
+- `__init__.py` - Empty package file
diff --git a/.amazonq/rules/question-creation.md b/.amazonq/rules/question-creation.md
new file mode 100644
index 0000000..e19e677
--- /dev/null
+++ b/.amazonq/rules/question-creation.md
@@ -0,0 +1,30 @@
+# Question Creation Guide
+
+## Quick Steps
+
+1. Create JSON: `.templates/leetcode/json/{question_name}.json`
+2. Update Makefile: `QUESTION ?= your_new_question`
+3. Generate: `make q-gen`
+4. Verify: `make lint`
+5. **If you edit generated files**: Update JSON template, then `make q-gen FORCE=1` to ensure reproducibility
+
+## JSON Template Rules
+
+- **Copy from reference examples** - don't create from scratch
+- **Tree problems**: Use `.templates/leetcode/examples/tree.json5`
+- **Basic problems**: Use `.templates/leetcode/examples/basic.json5`
+- **Don't add extra fields** - templates are complete
+- **If lint fails**: Fix JSON and regenerate, don't edit generated files
+- **After any manual edits**: Always update JSON template and verify with `make q-gen FORCE=1`
+
+## Tags (Optional)
+
+```json
+"tags": ["grind-75", "blind-75", "neetcode-150", "top-interview"]
+```
+
+## Helper Classes
+
+- TreeNode: `from leetcode_py.tree_node import TreeNode`
+- ListNode: `from leetcode_py.list_node import ListNode`
+- New helpers: Add to `leetcode_py/`
diff --git a/.gitignore b/.gitignore
index 484c224..84cc5e8 100644
--- a/.gitignore
+++ b/.gitignore
@@ -529,11 +529,11 @@ terragrunt-debug.tfvars.json
 
 ### VisualStudioCode ###
 .vscode/*
-!.vscode/settings.json
-!.vscode/tasks.json
-!.vscode/launch.json
-!.vscode/extensions.json
-!.vscode/*.code-snippets
+# !.vscode/settings.json
+# !.vscode/tasks.json
+# !.vscode/launch.json
+# !.vscode/extensions.json
+# !.vscode/*.code-snippets
 
 # Local History for Visual Studio Code
 .history/
diff --git a/.templates/leetcode/cookiecutter.json b/.templates/leetcode/cookiecutter.json
new file mode 100644
index 0000000..56e06f3
--- /dev/null
+++ b/.templates/leetcode/cookiecutter.json
@@ -0,0 +1,39 @@
+{
+    "question_name": "two_sum",
+    "class_name": "TwoSum",
+    "method_name": "two_sum",
+    "problem_number": "1",
+    "problem_title": "Two Sum",
+    "difficulty": "Easy",
+    "topics": "Array, Hash Table",
+    "_tags": { "list": ["grind-75"] },
+    "problem_description": "Given an array of integers nums and an integer target, return indices of the two numbers such that they add up to target.",
+    "_examples": {
+        "list": [
+            { "input": "nums = [2,7,11,15], target = 9", "output": "[0,1]" },
+            { "input": "nums = [3,2,4], target = 6", "output": "[1,2]" },
+            { "input": "nums = [3,3], target = 6", "output": "[0,1]" }
+        ]
+    },
+    "constraints": "- 2 <= nums.length <= 10^4\n- -10^9 <= nums[i] <= 10^9\n- -10^9 <= target <= 10^9\n- Only one valid answer exists.",
+    "parameters": "nums: list[int], target: int",
+    "return_type": "list[int]",
+    "imports": "",
+    "test_setup": "",
+    "test_logging": "",
+    "_test_cases": {
+        "list": [
+            { "args": [[2, 7, 11, 15], 9], "expected": [0, 1] },
+            { "args": [[3, 2, 4], 6], "expected": [1, 2] },
+            { "args": [[3, 3], 6], "expected": [0, 1] }
+        ]
+    },
+    "param_names": "nums, target, expected",
+    "input_description": "nums={nums}, target={target}",
+    "input_params": "nums, target",
+    "expected_param": "expected",
+    "method_args": "nums, target",
+    "test_input_setup": "nums = [2, 7, 11, 15]\ntarget = 9",
+    "expected_output_setup": "expected = [0, 1]",
+    "assertion_code": "assert result == expected"
+}
diff --git a/.templates/leetcode/examples/basic.json5 b/.templates/leetcode/examples/basic.json5
new file mode 100644
index 0000000..ab9e9f5
--- /dev/null
+++ b/.templates/leetcode/examples/basic.json5
@@ -0,0 +1,52 @@
+{
+    // Basic problem info
+    question_name: "two_sum", // snake_case folder name
+    class_name: "TwoSum", // PascalCase class name
+    method_name: "two_sum", // snake_case method name
+    problem_number: "1", // LeetCode problem number
+    problem_title: "Two Sum", // Display title
+    difficulty: "Easy", // Easy/Medium/Hard
+    topics: "Array, Hash Table", // Comma-separated topics
+    tags: ["grind-75"], // Array of tags
+
+    // Problem content
+    problem_description: "Given an array of integers nums and an integer target, return indices of the two numbers such that they add up to target.",
+    examples: [
+        {
+            input: "nums = [2,7,11,15], target = 9",
+            output: "[0,1]",
+        },
+        {
+            input: "nums = [3,2,4], target = 6",
+            output: "[1,2]",
+        },
+    ],
+    constraints: "- 2 <= nums.length <= 10^4\n- -10^9 <= nums[i] <= 10^9",
+
+    // Method signature
+    parameters: "nums: list[int], target: int", // Method parameters with types
+    return_type: "list[int]", // Return type annotation
+    imports: "", // Additional imports (e.g., "from leetcode_py.tree_node import TreeNode")
+
+    // Test cases
+    test_cases: [
+        {
+            args: [[2, 7, 11, 15], 9], // Method arguments
+            expected: [0, 1], // Expected result
+        },
+        {
+            args: [[3, 2, 4], 6],
+            expected: [1, 2],
+        },
+    ],
+
+    // Test template variables (auto-generated, can be customized)
+    param_names: "nums, target, expected",
+    input_description: "nums={nums}, target={target}",
+    input_params: "nums, target",
+    expected_param: "expected",
+    method_args: "nums, target",
+    test_input_setup: "nums = [2, 7, 11, 15]\ntarget = 9",
+    expected_output_setup: "expected = [0, 1]",
+    assertion_code: "assert result == expected",
+}
diff --git a/.templates/leetcode/examples/tree.json5 b/.templates/leetcode/examples/tree.json5
new file mode 100644
index 0000000..ad9a955
--- /dev/null
+++ b/.templates/leetcode/examples/tree.json5
@@ -0,0 +1,50 @@
+{
+    // Tree problem example
+    question_name: "invert_binary_tree",
+    class_name: "InvertBinaryTree",
+    method_name: "invert_tree",
+    problem_number: "226",
+    problem_title: "Invert Binary Tree",
+    difficulty: "Easy",
+    topics: "Tree, Depth-First Search, Breadth-First Search, Binary Tree",
+    tags: ["grind-75"],
+
+    problem_description: "Given the root of a binary tree, invert the tree, and return its root.",
+    examples: [
+        {
+            input: "root = [4,2,7,1,3,6,9]",
+            output: "[4,7,2,9,6,3,1]",
+        },
+        {
+            input: "root = []",
+            output: "[]",
+        },
+    ],
+    constraints: "- The number of nodes in the tree is in the range [0, 100].\n- -100 <= Node.val <= 100",
+
+    // Tree-specific configuration
+    parameters: "root: TreeNode | None",
+    return_type: "TreeNode | None",
+    imports: "from leetcode_py.tree_node import TreeNode", // Use shared TreeNode
+
+    test_cases: [
+        {
+            args: [[4, 2, 7, 1, 3, 6, 9]], // Tree as list representation
+            expected: [4, 7, 2, 9, 6, 3, 1],
+        },
+        {
+            args: [[]], // Empty tree
+            expected: [],
+        },
+    ],
+
+    // Tree-specific test setup
+    param_names: "root, expected",
+    input_description: "root={root}",
+    input_params: "root",
+    expected_param: "expected",
+    method_args: "root",
+    test_input_setup: "root = TreeNode.from_list([4, 2, 7, 1, 3, 6, 9])",
+    expected_output_setup: "expected = [4, 7, 2, 9, 6, 3, 1]",
+    assertion_code: "assert result == expected",
+}
diff --git a/.templates/leetcode/gen.py b/.templates/leetcode/gen.py
new file mode 100644
index 0000000..4ebcc61
--- /dev/null
+++ b/.templates/leetcode/gen.py
@@ -0,0 +1,131 @@
+#!/usr/bin/env python3
+"""Generate LeetCode problem from JSON using cookiecutter."""
+
+import json
+from pathlib import Path
+
+import typer
+from cookiecutter.main import cookiecutter
+
+
+def check_and_prompt_tags(data: dict) -> dict:
+    """Check if tags are empty and prompt user for common options."""
+    import sys
+
+    common_tags = ["grind-75", "blind-75", "neetcode-150", "top-interview"]
+
+    if "tags" in data and (not data["tags"] or data["tags"] == []):
+        if sys.stdin.isatty():  # Interactive terminal
+            typer.echo("\n📋 No tags specified. Would you like to add any common tags?")
+            typer.echo("Available options:")
+            for i, tag in enumerate(common_tags, 1):
+                typer.echo(f"  {i}. {tag}")
+            typer.echo("  0. Skip (no tags)")
+
+            choices_input = typer.prompt("Select options (comma-separated, e.g. '1,2' or '0' to skip)")
+
+            try:
+                choices = [int(x.strip()) for x in choices_input.split(",")]
+                selected_tags = []
+
+                for choice in choices:
+                    if choice == 0:
+                        selected_tags = []
+                        break
+                    elif 1 <= choice <= len(common_tags):
+                        tag = common_tags[choice - 1]
+                        if tag not in selected_tags:
+                            selected_tags.append(tag)
+
+                data["tags"] = selected_tags
+                if selected_tags:
+                    typer.echo(f"✅ Added tags: {', '.join(selected_tags)}")
+                else:
+                    typer.echo("✅ No tags added")
+
+            except ValueError:
+                typer.echo("⚠️  Invalid input, skipping tags")
+                data["tags"] = []
+
+    return data
+
+
+def convert_arrays_to_nested(data: dict) -> dict:
+    """Convert array fields to cookiecutter-friendly nested format."""
+    extra_context = data.copy()
+    array_fields = ["examples", "test_cases", "tags"]
+    for field in array_fields:
+        if field in data and isinstance(data[field], list):
+            extra_context[f"_{field}"] = {"list": data[field]}
+            del extra_context[field]
+    return extra_context
+
+
+def check_overwrite_permission(question_name: str, force: bool) -> None:
+    """Check if user wants to overwrite existing problem."""
+    import sys
+
+    if force:
+        return
+
+    output_dir = Path(__file__).parent.parent.parent / "leetcode"
+    problem_dir = output_dir / question_name
+
+    if not problem_dir.exists():
+        return
+
+    typer.echo(f"⚠️  Warning: Question '{question_name}' already exists in leetcode/", err=True)
+    typer.echo("This will overwrite existing files. Use --force to skip this check.", err=True)
+
+    if sys.stdin.isatty():  # Interactive terminal
+        confirm = typer.confirm("Continue?")
+        if not confirm:
+            typer.echo("Cancelled.")
+            raise typer.Exit(1)
+    else:  # Non-interactive mode
+        typer.echo("Non-interactive mode: use --force to overwrite.", err=True)
+        raise typer.Exit(1)
+
+
+def generate_problem(json_file: str, force: bool = False) -> None:
+    """Generate LeetCode problem from JSON file."""
+    json_path = Path(json_file)
+    if not json_path.exists():
+        typer.echo(f"Error: {json_file} not found", err=True)
+        raise typer.Exit(1)
+
+    # Load JSON data
+    with open(json_path) as f:
+        data = json.load(f)
+
+    # Check and prompt for tags if empty
+    data = check_and_prompt_tags(data)
+
+    # Save updated data back to JSON file
+    with open(json_path, 'w') as f:
+        json.dump(data, f, indent=4)
+
+    # Convert arrays to cookiecutter-friendly nested format
+    extra_context = convert_arrays_to_nested(data)
+
+    # Check if problem already exists
+    question_name = extra_context.get("question_name", "unknown")
+    check_overwrite_permission(question_name, force)
+
+    # Generate project using cookiecutter
+    template_dir = Path(__file__).parent
+    output_dir = template_dir.parent.parent / "leetcode"
+
+    cookiecutter(
+        str(template_dir),
+        extra_context=extra_context,
+        no_input=True,
+        overwrite_if_exists=True,
+        output_dir=str(output_dir),
+    )
+
+    typer.echo(f"✅ Generated problem: {question_name}")
+
+
+if __name__ == "__main__":
+    typer.run(generate_problem)
diff --git a/.templates/leetcode/json/invert_binary_tree.json b/.templates/leetcode/json/invert_binary_tree.json
new file mode 100644
index 0000000..6265769
--- /dev/null
+++ b/.templates/leetcode/json/invert_binary_tree.json
@@ -0,0 +1,53 @@
+{
+    "question_name": "invert_binary_tree",
+    "class_name": "InvertBinaryTree",
+    "method_name": "invert_tree",
+    "problem_number": "226",
+    "problem_title": "Invert Binary Tree",
+    "difficulty": "Easy",
+    "topics": "Tree, Depth-First Search, Breadth-First Search, Binary Tree",
+    "tags": ["grind-75"],
+    "problem_description": "Given the root of a binary tree, invert the tree, and return its root.",
+    "examples": [
+        {
+            "input": "root = [4,2,7,1,3,6,9]",
+            "output": "[4,7,2,9,6,3,1]"
+        },
+        {
+            "input": "root = [2,1,3]",
+            "output": "[2,3,1]"
+        },
+        {
+            "input": "root = []",
+            "output": "[]"
+        }
+    ],
+    "constraints": "- The number of nodes in the tree is in the range [0, 100].\n- -100 <= Node.val <= 100",
+    "parameters": "root: TreeNode | None",
+    "return_type": "TreeNode | None",
+    "imports": "from leetcode_py.tree_node import TreeNode",
+    "test_cases": [
+        {
+            "args": [[4, 2, 7, 1, 3, 6, 9]],
+            "expected": [4, 7, 2, 9, 6, 3, 1]
+        },
+        {
+            "args": [[2, 1, 3]],
+            "expected": [2, 3, 1]
+        },
+        {
+            "args": [[]],
+            "expected": []
+        }
+    ],
+    "param_names": "root, expected",
+    "input_description": "root={root}",
+    "input_params": "root",
+    "expected_param": "expected",
+    "method_args": "root",
+    "test_setup": "root = TreeNode.from_list(root)",
+    "test_logging": "logger.success(f\"Got result: {result.to_list() if result else []}\")",
+    "assertion_code": "assert result == expected",
+    "test_input_setup": "# Example test case\\nroot = TreeNode.from_list([4, 2, 7, 1, 3, 6, 9])",
+    "expected_output_setup": "expected = [4, 7, 2, 9, 6, 3, 1]"
+}
diff --git a/.templates/leetcode/{{cookiecutter.question_name}}/README.md b/.templates/leetcode/{{cookiecutter.question_name}}/README.md
new file mode 100644
index 0000000..847a372
--- /dev/null
+++ b/.templates/leetcode/{{cookiecutter.question_name}}/README.md
@@ -0,0 +1,29 @@
+# {{cookiecutter.problem_number}}. {{cookiecutter.problem_title}}
+
+**Difficulty:** {{cookiecutter.difficulty}}
+**Topics:** {{cookiecutter.topics}}
+**Tags:** {% for _, tags in cookiecutter._tags | dictsort %}{{ tags | join(', ') }}{% endfor %}
+**LeetCode:** [Problem {{cookiecutter.problem_number}}](https://leetcode.com/problems/{{cookiecutter.question_name.replace('_', "-")}}/description/)
+
+## Problem Description
+
+{{cookiecutter.problem_description}}
+
+## Examples
+
+{%- for _, examples in cookiecutter._examples | dictsort %}
+{%- for example in examples %}
+
+### Example {{ loop.index }}:
+
+```
+Input: {{ example.input }}
+Output: {{ example.output }}
+```
+
+{%- endfor %}
+{%- endfor %}
+
+## Constraints
+
+{{cookiecutter.constraints}}
diff --git a/.templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb b/.templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb
new file mode 100644
index 0000000..f723005
--- /dev/null
+++ b/.templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb
@@ -0,0 +1,86 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "fc4d8c0c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from solution import Solution"{%- if cookiecutter.imports %},
+    "\n",
+    "{{cookiecutter.imports}}"{%- endif %}
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ecb1908a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "{{cookiecutter.test_input_setup}}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ccd8921e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "{{cookiecutter.expected_output_setup}}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "29433b11",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "result = Solution().{{cookiecutter.method_name}}({{cookiecutter.method_args}})\n",
+    "result"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3a4e7961",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "{{cookiecutter.assertion_code}}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8b250930",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "leetcode-py-py3.13",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.13.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/.templates/leetcode/{{cookiecutter.question_name}}/solution.py b/.templates/leetcode/{{cookiecutter.question_name}}/solution.py
new file mode 100644
index 0000000..f1e1198
--- /dev/null
+++ b/.templates/leetcode/{{cookiecutter.question_name}}/solution.py
@@ -0,0 +1,8 @@
+{{cookiecutter.imports}}
+
+class Solution:
+    # Time: O(?)
+    # Space: O(?)
+    def {{cookiecutter.method_name}}(self, {{cookiecutter.parameters}}) -> {{cookiecutter.return_type}}:
+        # TODO: Implement solution
+        {% if cookiecutter.return_type == 'bool' %}return False{% elif cookiecutter.return_type == 'int' %}return 0{% elif cookiecutter.return_type == 'str' %}return ""{% elif cookiecutter.return_type == 'float' %}return 0.0{% elif cookiecutter.return_type.startswith('list[') %}return []{% elif cookiecutter.return_type.startswith('dict[') %}return {}{% elif cookiecutter.return_type.startswith('set[') %}return set(){% elif cookiecutter.return_type.startswith('tuple[') %}return (){% elif cookiecutter.return_type == 'None' %}return None{% else %}return None  # type: ignore{% endif %}
diff --git a/.templates/leetcode/{{cookiecutter.question_name}}/tests.py b/.templates/leetcode/{{cookiecutter.question_name}}/tests.py
new file mode 100644
index 0000000..c9e06ed
--- /dev/null
+++ b/.templates/leetcode/{{cookiecutter.question_name}}/tests.py
@@ -0,0 +1,38 @@
+import pytest
+from loguru import logger
+from solution import Solution
+
+from leetcode_py.test_utils import logged_test
+{{cookiecutter.imports}}
+
+class Test{{cookiecutter.class_name}}:
+    def setup_method(self):
+        self.solution = Solution()
+
+    @pytest.mark.parametrize(
+        "{{cookiecutter.param_names}}",
+        [
+            {%- for _, test_cases in cookiecutter._test_cases | dictsort %}
+            {%- for test_case in test_cases %}
+            ({% for arg in test_case.args %}{% if arg is string %}"{{ arg }}"{% else %}{{ arg }}{% endif %}{% if not loop.last %}, {% endif %}{% endfor %}, {{ test_case.expected }}),
+            {%- endfor %}
+            {%- endfor %}
+        ],
+    )
+    @logged_test
+    def test_{{cookiecutter.method_name}}(self, {{cookiecutter.param_names}}):
+        logger.info(f"Testing with {{cookiecutter.input_description}}")
+        {%- if cookiecutter.test_setup %}
+        {{cookiecutter.test_setup}}
+        {%- endif %}
+        result = self.solution.{{cookiecutter.method_name}}({{cookiecutter.input_params}})
+        {%- if cookiecutter.test_logging %}
+        {{cookiecutter.test_logging}}
+        {%- else %}
+        logger.success(f"Got result: {result}")
+        {%- endif %}
+        {%- if cookiecutter.assertion_code %}
+        {{cookiecutter.assertion_code}}
+        {%- else %}
+        assert result == {{cookiecutter.expected_param}}
+        {%- endif %}
diff --git a/Makefile b/Makefile
index 21e29b9..9860659 100644
--- a/Makefile
+++ b/Makefile
@@ -1,5 +1,7 @@
 PYTHON_VERSION = 3.13
+# QUESTION ?= reverse_linked_list_ii
 QUESTION ?= invert_binary_tree
+FORCE ?= 0
 
 sync_submodules:
 	git submodule update --init --recursive --remote
@@ -28,6 +30,8 @@ lint:
 		--install-types \
 		--non-interactive \
 		--check-untyped-defs .
+	poetry run nbqa isort . --nbqa-exclude=".templates"
+	poetry run nbqa mypy . --nbqa-exclude=".templates"
 	npx prettier --write "**/*.{ts,tsx,css,json,yaml,yml,md}"
 
 
@@ -36,13 +40,22 @@ test:
 		-v --cov=leetcode --cov=leetcode_py \
 		--cov-report=term-missing \
 		--cov-report=xml \
-		--ignore=leetcode/_template \
+		--ignore=.templates \
 		--ignore=leetcode/__pycache__
 
-test-question:
+# Test Questions
+q-test:
 	@echo "Testing question: $(QUESTION)"
 	@if [ ! -d "leetcode/$(QUESTION)" ]; then \
 		echo "Error: Question '$(QUESTION)' not found in leetcode/ directory"; \
 		exit 1; \
 	fi
 	poetry run pytest leetcode/$(QUESTION)/tests.py -v -s
+
+# Generate Question
+q-gen:
+	@echo "Generating question: $(QUESTION)"
+	poetry run python .templates/leetcode/gen.py .templates/leetcode/json/$(QUESTION).json $(if $(filter 1,$(FORCE)),--force)
+
+dbg:
+	poetry run python generate_problem.py valid_parentheses.json
diff --git a/leetcode/_template/README.md b/leetcode/_template/README.md
deleted file mode 100644
index 2931b15..0000000
--- a/leetcode/_template/README.md
+++ /dev/null
@@ -1,44 +0,0 @@
-# {PROBLEM_NUMBER}. {PROBLEM_TITLE}
-
-**Difficulty:** {DIFFICULTY}
-**Topics:** {TOPICS}
-**Tags:** {TAGS}
-
-## Problem Description
-
-{PROBLEM_DESCRIPTION}
-
-## Examples
-
-### Example 1:
-
-```
-Input: {INPUT_1}
-Output: {OUTPUT_1}
-Explanation: {EXPLANATION_1}
-```
-
-### Example 2:
-
-```
-Input: {INPUT_2}
-Output: {OUTPUT_2}
-```
-
-### Example 3:
-
-```
-Input: {INPUT_3}
-Output: {OUTPUT_3}
-```
-
-## Constraints
-
-{CONSTRAINTS}
-
-## Follow-up
-
-{FOLLOW_UP}
-
-**Time Complexity:** O(?)
-**Space Complexity:** O(?)
diff --git a/leetcode/_template/solution.py b/leetcode/_template/solution.py
deleted file mode 100644
index 58a2463..0000000
--- a/leetcode/_template/solution.py
+++ /dev/null
@@ -1,9 +0,0 @@
-from typing import List
-
-
-class Solution:
-    # Time: O(?)
-    # Space: O(?)
-    def {method_name}(self, {parameters}) -> {return_type}:
-        # TODO: Implement solution
-        pass
diff --git a/leetcode/_template/tests.py b/leetcode/_template/tests.py
deleted file mode 100644
index e7d9ad0..0000000
--- a/leetcode/_template/tests.py
+++ /dev/null
@@ -1,24 +0,0 @@
-import pytest
-from loguru import logger
-from leetcode_py.test_utils import logged_test
-from .solution import Solution
-
-
-class Test{ClassName}:
-    def setup_method(self):
-        self.solution = Solution()
-
-    @pytest.mark.parametrize(
-        "{param_names}",
-        [
-            ({test_case_1}),
-            ({test_case_2}),
-            ({test_case_3}),
-        ],
-    )
-    @logged_test
-    def test_{method_name}(self, {param_names}):
-        logger.info(f"Testing with {input_description}")
-        result = self.solution.{method_name}({input_params})
-        logger.success(f"Got result: {result}")
-        assert result == {expected_param}
diff --git a/leetcode/invert_binary_tree/README.md b/leetcode/invert_binary_tree/README.md
index 0266142..0cc21ed 100644
--- a/leetcode/invert_binary_tree/README.md
+++ b/leetcode/invert_binary_tree/README.md
@@ -3,6 +3,7 @@
 **Difficulty:** Easy
 **Topics:** Tree, Depth-First Search, Breadth-First Search, Binary Tree
 **Tags:** grind-75
+**LeetCode:** [Problem 226](https://leetcode.com/problems/invert-binary-tree/description/)
 
 ## Problem Description
 
@@ -35,6 +36,3 @@ Output: []
 
 - The number of nodes in the tree is in the range [0, 100].
 - -100 <= Node.val <= 100
-
-**Time Complexity:** O(?)
-**Space Complexity:** O(?)
diff --git a/leetcode/invert_binary_tree/__init__.py b/leetcode/invert_binary_tree/__init__.py
deleted file mode 100644
index e69de29..0000000
diff --git a/leetcode/invert_binary_tree/playground.ipynb b/leetcode/invert_binary_tree/playground.ipynb
new file mode 100644
index 0000000..819dbb0
--- /dev/null
+++ b/leetcode/invert_binary_tree/playground.ipynb
@@ -0,0 +1,87 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "fc4d8c0c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from solution import Solution\n",
+    "\n",
+    "from leetcode_py.tree_node import TreeNode"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ecb1908a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Example test case\n",
+    "root = TreeNode.from_list([4, 2, 7, 1, 3, 6, 9])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ccd8921e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "expected = [4, 7, 2, 9, 6, 3, 1]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "29433b11",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "result = Solution().invert_tree(root)\n",
+    "result"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3a4e7961",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "assert result == expected"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8b250930",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "leetcode-py-py3.13",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.13.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/leetcode/invert_binary_tree/solution.py b/leetcode/invert_binary_tree/solution.py
index 59774f5..46609ef 100644
--- a/leetcode/invert_binary_tree/solution.py
+++ b/leetcode/invert_binary_tree/solution.py
@@ -2,11 +2,8 @@
 
 
 class Solution:
-    # Time: O(n) - visit each node once
-    # Space: O(h) - recursion stack depth equals tree height
+    # Time: O(?)
+    # Space: O(?)
     def invert_tree(self, root: TreeNode | None) -> TreeNode | None:
-        if not root:
-            return root
-
-        root.left, root.right = self.invert_tree(root.right), self.invert_tree(root.left)
-        return root
+        # TODO: Implement solution
+        return None  # type: ignore
diff --git a/leetcode/invert_binary_tree/tests.py b/leetcode/invert_binary_tree/tests.py
index 5d97c55..9c1704f 100644
--- a/leetcode/invert_binary_tree/tests.py
+++ b/leetcode/invert_binary_tree/tests.py
@@ -1,40 +1,27 @@
 import pytest
 from loguru import logger
+from solution import Solution
 
 from leetcode_py.test_utils import logged_test
 from leetcode_py.tree_node import TreeNode
 
-from .solution import Solution
-
 
 class TestInvertBinaryTree:
     def setup_method(self):
         self.solution = Solution()
 
     @pytest.mark.parametrize(
-        "input_arr, expected_arr",
+        "root, expected",
         [
             ([4, 2, 7, 1, 3, 6, 9], [4, 7, 2, 9, 6, 3, 1]),
             ([2, 1, 3], [2, 3, 1]),
             ([], []),
-            ([1], [1]),
-            ([1, 2], [1, None, 2]),
-            ([1, None, 2], [1, 2]),
-            ([1, 2, 3, 4, 5], [1, 3, 2, None, None, 5, 4]),
-            ([3, 9, 20, None, None, 15, 7], [3, 20, 9, 7, 15]),
         ],
     )
     @logged_test
-    def test_invert_tree(self, input_arr: list[int | None], expected_arr: list[int | None]):
-        logger.info(f"Testing with input: {input_arr}")
-        root = TreeNode.from_list(input_arr)
-        if root:
-            logger.debug(f"Input tree:\n{root}")
-
+    def test_invert_tree(self, root, expected):
+        logger.info(f"Testing with root={root}")
+        root = TreeNode.from_list(root)
         result = self.solution.invert_tree(root)
-        result_arr = result.to_list() if result else []
-
-        if result:
-            logger.debug(f"Result tree:\n{result}")
-        logger.success(f"Got result: {result_arr}")
-        assert result_arr == expected_arr
+        logger.success(f"Got result: {result.to_list() if result else []}")
+        assert result == expected
diff --git a/leetcode/two_sum/README.md b/leetcode/two_sum/README.md
deleted file mode 100644
index bcca541..0000000
--- a/leetcode/two_sum/README.md
+++ /dev/null
@@ -1,51 +0,0 @@
-# Two Sum
-
-**Difficulty:** Easy
-**Topics:** Array, Hash Table
-**Tags:** grind-75
-
-## Problem Description
-
-Given an array of integers `nums` and an integer `target`, return indices of the two numbers such that they add up to target.
-
-You may assume that each input would have exactly one solution, and you may not use the same element twice.
-
-You can return the answer in any order.
-
-## Examples
-
-### Example 1:
-
-```
-Input: nums = [2,7,11,15], target = 9
-Output: [0,1]
-Explanation: Because nums[0] + nums[1] == 9, we return [0, 1].
-```
-
-### Example 2:
-
-```
-Input: nums = [3,2,4], target = 6
-Output: [1,2]
-```
-
-### Example 3:
-
-```
-Input: nums = [3,3], target = 6
-Output: [0,1]
-```
-
-## Constraints
-
-- `2 <= nums.length <= 10^4`
-- `-10^9 <= nums[i] <= 10^9`
-- `-10^9 <= target <= 10^9`
-- Only one valid answer exists.
-
-## Follow-up
-
-Can you come up with an algorithm that is less than O(n²) time complexity?
-
-**Time Complexity:** O(n)
-**Space Complexity:** O(n)
diff --git a/leetcode/two_sum/__init__.py b/leetcode/two_sum/__init__.py
deleted file mode 100644
index e69de29..0000000
diff --git a/leetcode/two_sum/solution.py b/leetcode/two_sum/solution.py
deleted file mode 100644
index 3d691a3..0000000
--- a/leetcode/two_sum/solution.py
+++ /dev/null
@@ -1,14 +0,0 @@
-from typing import List
-
-
-class Solution:
-    # Time: O(n) - single pass through array
-    # Space: O(n) - hash map stores up to n elements
-    def two_sum(self, nums: List[int], target: int) -> List[int]:
-        seen: dict[int, int] = {}
-        for i, num in enumerate(nums):
-            remaining = target - num
-            if remaining in seen:
-                return [seen[remaining], i]
-            seen[num] = i
-        return []
diff --git a/leetcode/two_sum/tests.py b/leetcode/two_sum/tests.py
deleted file mode 100644
index d7629fa..0000000
--- a/leetcode/two_sum/tests.py
+++ /dev/null
@@ -1,26 +0,0 @@
-import pytest
-from loguru import logger
-
-from leetcode_py.test_utils import logged_test
-
-from .solution import Solution
-
-
-class TestTwoSum:
-    def setup_method(self):
-        self.solution = Solution()
-
-    @pytest.mark.parametrize(
-        "nums, target, expected",
-        [
-            ([2, 7, 11, 15], 9, [0, 1]),
-            ([3, 2, 4], 6, [1, 2]),
-            ([3, 3], 6, [0, 1]),
-        ],
-    )
-    @logged_test
-    def test_two_sum(self, nums, target, expected):
-        logger.info(f"Testing with nums: {nums}, target: {target}")
-        result = self.solution.two_sum(nums, target)
-        logger.success(f"Got result: {result}")
-        assert result == expected
diff --git a/leetcode_py/list_node.py b/leetcode_py/list_node.py
new file mode 100644
index 0000000..52f56fc
--- /dev/null
+++ b/leetcode_py/list_node.py
@@ -0,0 +1,29 @@
+class ListNode:
+    def __init__(self, val: int = 0, next: "ListNode | None" = None):
+        self.val = val
+        self.next = next
+
+    @classmethod
+    def from_list(cls, arr: list[int]) -> "ListNode | None":
+        if not arr:
+            return None
+        head = cls(arr[0])
+        current = head
+        for val in arr[1:]:
+            current.next = cls(val)
+            current = current.next
+        return head
+
+    def to_list(self) -> list[int]:
+        result = []
+        current: "ListNode | None" = self
+        while current:
+            result.append(current.val)
+            current = current.next
+        return result
+
+    def __str__(self) -> str:
+        return " -> ".join(str(val) for val in self.to_list())
+
+    def __repr__(self) -> str:
+        return f"{self.__class__.__name__}({self.to_list()})"
diff --git a/leetcode_py/test_utils.py b/leetcode_py/test_utils.py
index ebf6cda..2eba88d 100644
--- a/leetcode_py/test_utils.py
+++ b/leetcode_py/test_utils.py
@@ -2,13 +2,17 @@
 
 from loguru import logger
 
+# # Configure logger to disable backtrace
+# logger.remove()
+# logger.add(sys.stderr, backtrace=False)
+
 
 def logged_test(func):
     """Decorator to add consistent logging to test methods."""
 
     @wraps(func)
     def wrapper(*args, **kwargs):
-        logger.info("")
+        print("")
         try:
             result = func(*args, **kwargs)
             logger.debug("Test passed! ✨")
diff --git a/leetcode_py/tree_node.py b/leetcode_py/tree_node.py
index 2e7cc61..bef27f7 100644
--- a/leetcode_py/tree_node.py
+++ b/leetcode_py/tree_node.py
@@ -1,3 +1,4 @@
+import graphviz
 from anytree import Node, RenderTree
 
 
@@ -72,5 +73,35 @@ def __str__(self) -> str:
             return str(None)
         return "\n".join([f"{pre}{node.name}" for pre, _, node in RenderTree(tree)])
 
+    def _repr_html_(self) -> str:
+        dot = graphviz.Digraph()
+        dot.attr(rankdir="TB")
+
+        def add_nodes(node: "TreeNode | None", node_id: int = 0) -> int:
+            if not node:
+                return node_id
+
+            dot.node(str(node_id), str(node.val))
+            current_id = node_id
+            next_id = node_id + 1
+
+            if node.left:
+                dot.edge(str(current_id), str(next_id))
+                next_id = add_nodes(node.left, next_id) + 1
+
+            if node.right:
+                dot.edge(str(current_id), str(next_id))
+                next_id = add_nodes(node.right, next_id) + 1
+
+            return next_id - 1
+
+        add_nodes(self)
+        return dot.pipe(format="svg", encoding="utf-8")
+
+    def __eq__(self, other: object) -> bool:
+        if not isinstance(other, TreeNode):
+            return False
+        return self.to_list() == other.to_list()
+
     def __repr__(self) -> str:
         return f"{self.__class__.__name__}({self.to_list()})"
diff --git a/poetry.lock b/poetry.lock
index 2533ec0..df16983 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -6,12 +6,91 @@ version = "2.13.0"
 description = "Powerful and Lightweight Python Tree Data Structure with various plugins"
 optional = false
 python-versions = "<4.0,>=3.9.2"
-groups = ["dev"]
+groups = ["base"]
 files = [
     {file = "anytree-2.13.0-py3-none-any.whl", hash = "sha256:4cbcf10df36b1f1cba131b7e487ff3edafc9d6e932a3c70071b5b768bab901ff"},
     {file = "anytree-2.13.0.tar.gz", hash = "sha256:c9d3aa6825fdd06af7ebb05b4ef291d2db63e62bb1f9b7d9b71354be9d362714"},
 ]
 
+[[package]]
+name = "appnope"
+version = "0.1.4"
+description = "Disable App Nap on macOS >= 10.9"
+optional = false
+python-versions = ">=3.6"
+groups = ["dev"]
+markers = "platform_system == \"Darwin\""
+files = [
+    {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
+    {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
+]
+
+[[package]]
+name = "arrow"
+version = "1.3.0"
+description = "Better dates & times for Python"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "arrow-1.3.0-py3-none-any.whl", hash = "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80"},
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+
 [[package]]
 name = "click"
 version = "8.2.1"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
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@@ -78,12 +363,49 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["dev"]
-markers = "platform_system == \"Windows\" or sys_platform == \"win32\""
+groups = ["main", "base", "dev"]
 files = [
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 ]
+markers = {main = "platform_system == \"Windows\"", base = "sys_platform == \"win32\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
+
+[[package]]
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+version = "0.2.3"
+description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
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+
+[package.extras]
+test = ["pytest"]
+
+[[package]]
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+description = "A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template."
+optional = false
+python-versions = ">=3.7"
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-description = "Type system extensions for programs checked with the mypy type checker."
+name = "filelock"
+version = "3.19.1"
+description = "A platform independent file lock."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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-name = "packaging"
-version = "25.0"
-description = "Core utilities for Python packages"
+name = "graphviz"
+version = "0.21"
+description = "Simple Python interface for Graphviz"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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-[[package]]
-name = "pathspec"
-version = "0.12.1"
-description = "Utility library for gitignore style pattern matching of file paths."
-optional = false
-python-versions = ">=3.8"
-groups = ["dev"]
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+dev = ["Flake8-pyproject", "build", "flake8", "pep8-naming", "tox (>=3)", "twine", "wheel"]
+docs = ["sphinx (>=5,<7)", "sphinx-autodoc-typehints", "sphinx-rtd-theme (>=0.2.5)"]
+test = ["coverage", "pytest (>=7,<8.1)", "pytest-cov", "pytest-mock (>=3)"]
 
 [[package]]
-name = "platformdirs"
-version = "4.4.0"
-description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
+name = "identify"
+version = "2.6.13"
+description = "File identification library for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "platformdirs-4.4.0-py3-none-any.whl", hash = "sha256:abd01743f24e5287cd7a5db3752faf1a2d65353f38ec26d98e25a6db65958c85"},
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-type = ["mypy (>=1.14.1)"]
+license = ["ukkonen"]
 
 [[package]]
-name = "pluggy"
-version = "1.6.0"
-description = "plugin and hook calling mechanisms for python"
+name = "idna"
+version = "3.10"
+description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.6"
 groups = ["dev"]
 files = [
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+    {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
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 [package.extras]
-dev = ["pre-commit", "tox"]
-testing = ["coverage", "pytest", "pytest-benchmark"]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
 [[package]]
-name = "pygments"
-version = "2.19.2"
-description = "Pygments is a syntax highlighting package written in Python."
+name = "iniconfig"
+version = "2.1.0"
+description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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-    {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
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-[package.extras]
-windows-terminal = ["colorama (>=0.4.6)"]
-
 [[package]]
-name = "pytest"
-version = "8.4.1"
-description = "pytest: simple powerful testing with Python"
+name = "ipykernel"
+version = "6.30.1"
+description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 [package.dependencies]
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-iniconfig = ">=1"
-packaging = ">=20"
-pluggy = ">=1.5,<2"
-pygments = ">=2.7.2"
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+comm = ">=0.1.1"
+debugpy = ">=1.6.5"
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+matplotlib-inline = ">=0.1"
+nest-asyncio = ">=1.4"
+packaging = ">=22"
+psutil = ">=5.7"
+pyzmq = ">=25"
+tornado = ">=6.2"
+traitlets = ">=5.4.0"
 
 [package.extras]
-dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
+cov = ["coverage[toml]", "matplotlib", "pytest-cov", "trio"]
+docs = ["intersphinx-registry", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "trio"]
+pyqt5 = ["pyqt5"]
+pyside6 = ["pyside6"]
+test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0,<9)", "pytest-asyncio (>=0.23.5)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
-name = "pytest-cov"
-version = "6.2.1"
-description = "Pytest plugin for measuring coverage."
+name = "ipython"
+version = "9.5.0"
+description = "IPython: Productive Interactive Computing"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.11"
 groups = ["dev"]
 files = [
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+[package.dependencies]
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+decorator = "*"
+ipython-pygments-lexers = "*"
+jedi = ">=0.16"
+matplotlib-inline = "*"
+pexpect = {version = ">4.3", markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""}
+prompt_toolkit = ">=3.0.41,<3.1.0"
+pygments = ">=2.4.0"
+stack_data = "*"
+traitlets = ">=5.13.0"
+
+[package.extras]
+all = ["ipython[doc,matplotlib,test,test-extra]"]
+black = ["black"]
+doc = ["docrepr", "exceptiongroup", "intersphinx_registry", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinx_toml (==0.0.4)", "typing_extensions"]
+matplotlib = ["matplotlib"]
+test = ["packaging", "pytest", "pytest-asyncio", "testpath"]
+test-extra = ["curio", "ipykernel", "ipython[test]", "jupyter_ai", "matplotlib (!=3.2.0)", "nbclient", "nbformat", "numpy (>=1.23)", "pandas", "trio"]
+
+[[package]]
+name = "ipython-pygments-lexers"
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+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
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+
+[package.dependencies]
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+
+[[package]]
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+optional = false
+python-versions = ">=3.9.0"
+groups = ["dev"]
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+[package.extras]
+colors = ["colorama"]
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+
+[[package]]
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+optional = false
+python-versions = ">=3.6"
+groups = ["dev"]
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+[package.dependencies]
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+[package.extras]
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+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["Django", "attrs", "colorama", "docopt", "pytest (<9.0.0)"]
+
+[[package]]
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+optional = false
+python-versions = ">=3.7"
+groups = ["dev"]
+files = [
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+
+[package.dependencies]
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+[package.extras]
+i18n = ["Babel (>=2.7)"]
+
+[[package]]
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+version = "8.6.3"
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+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
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+traitlets = ">=5.3"
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+[package.extras]
+docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx (>=4)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
+test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko ; sys_platform == \"win32\"", "pre-commit", "pytest (<8.2.0)", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
+
+[[package]]
+name = "jupyter-core"
+version = "5.8.1"
+description = "Jupyter core package. A base package on which Jupyter projects rely."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
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+[package.dependencies]
+platformdirs = ">=2.5"
+pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
+traitlets = ">=5.3"
+
+[package.extras]
+docs = ["intersphinx-registry", "myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-spelling", "traitlets"]
+test = ["ipykernel", "pre-commit", "pytest (<9)", "pytest-cov", "pytest-timeout"]
+
+[[package]]
+name = "loguru"
+version = "0.7.3"
+description = "Python logging made (stupidly) simple"
+optional = false
+python-versions = "<4.0,>=3.5"
+groups = ["base"]
+files = [
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+
+[package.extras]
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+
+[[package]]
+name = "markdown-it-py"
+version = "4.0.0"
+description = "Python port of markdown-it. Markdown parsing, done right!"
+optional = false
+python-versions = ">=3.10"
+groups = ["main", "dev"]
+files = [
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+[package.extras]
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+compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "markdown-it-pyrs", "mistletoe (>=1.0,<2.0)", "mistune (>=3.0,<4.0)", "panflute (>=2.3,<3.0)"]
+linkify = ["linkify-it-py (>=1,<3)"]
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+[[package]]
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+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
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+[[package]]
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+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
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+    {file = "tomli-2.2.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e85e99945e688e32d5a35c1ff38ed0b3f41f43fad8df0bdf79f72b2ba7bc5272"},
+    {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ac065718db92ca818f8d6141b5f66369833d4a80a9d74435a268c52bdfa73140"},
+    {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:d920f33822747519673ee656a4b6ac33e382eca9d331c87770faa3eef562aeb2"},
+    {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a198f10c4d1b1375d7687bc25294306e551bf1abfa4eace6650070a5c1ae2744"},
+    {file = "tomli-2.2.1-cp313-cp313-win32.whl", hash = "sha256:d3f5614314d758649ab2ab3a62d4f2004c825922f9e370b29416484086b264ec"},
+    {file = "tomli-2.2.1-cp313-cp313-win_amd64.whl", hash = "sha256:a38aa0308e754b0e3c67e344754dff64999ff9b513e691d0e786265c93583c69"},
+    {file = "tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc"},
+    {file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"},
+]
+
+[[package]]
+name = "tornado"
+version = "6.5.2"
+description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "tornado-6.5.2-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:2436822940d37cde62771cff8774f4f00b3c8024fe482e16ca8387b8a2724db6"},
+    {file = "tornado-6.5.2-cp39-abi3-macosx_10_9_x86_64.whl", hash = "sha256:583a52c7aa94ee046854ba81d9ebb6c81ec0fd30386d96f7640c96dad45a03ef"},
+    {file = "tornado-6.5.2-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b0fe179f28d597deab2842b86ed4060deec7388f1fd9c1b4a41adf8af058907e"},
+    {file = "tornado-6.5.2-cp39-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b186e85d1e3536d69583d2298423744740986018e393d0321df7340e71898882"},
+    {file = "tornado-6.5.2-cp39-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e792706668c87709709c18b353da1f7662317b563ff69f00bab83595940c7108"},
+    {file = "tornado-6.5.2-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:06ceb1300fd70cb20e43b1ad8aaee0266e69e7ced38fa910ad2e03285009ce7c"},
+    {file = "tornado-6.5.2-cp39-abi3-musllinux_1_2_i686.whl", hash = "sha256:74db443e0f5251be86cbf37929f84d8c20c27a355dd452a5cfa2aada0d001ec4"},
+    {file = "tornado-6.5.2-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:b5e735ab2889d7ed33b32a459cac490eda71a1ba6857b0118de476ab6c366c04"},
+    {file = "tornado-6.5.2-cp39-abi3-win32.whl", hash = "sha256:c6f29e94d9b37a95013bb669616352ddb82e3bfe8326fccee50583caebc8a5f0"},
+    {file = "tornado-6.5.2-cp39-abi3-win_amd64.whl", hash = "sha256:e56a5af51cc30dd2cae649429af65ca2f6571da29504a07995175df14c18f35f"},
+    {file = "tornado-6.5.2-cp39-abi3-win_arm64.whl", hash = "sha256:d6c33dc3672e3a1f3618eb63b7ef4683a7688e7b9e6e8f0d9aa5726360a004af"},
+    {file = "tornado-6.5.2.tar.gz", hash = "sha256:ab53c8f9a0fa351e2c0741284e06c7a45da86afb544133201c5cc8578eb076a0"},
+]
+
+[[package]]
+name = "traitlets"
+version = "5.14.3"
+description = "Traitlets Python configuration system"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"},
+    {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"},
+]
+
+[package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.2)", "pytest-mock", "pytest-mypy-testing"]
+
+[[package]]
+name = "typer"
+version = "0.16.1"
+description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "typer-0.16.1-py3-none-any.whl", hash = "sha256:90ee01cb02d9b8395ae21ee3368421faf21fa138cb2a541ed369c08cec5237c9"},
+    {file = "typer-0.16.1.tar.gz", hash = "sha256:d358c65a464a7a90f338e3bb7ff0c74ac081449e53884b12ba658cbd72990614"},
+]
+
+[package.dependencies]
+click = ">=8.0.0"
+rich = ">=10.11.0"
+shellingham = ">=1.3.0"
+typing-extensions = ">=3.7.4.3"
+
+[[package]]
+name = "types-python-dateutil"
+version = "2.9.0.20250822"
+description = "Typing stubs for python-dateutil"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "types_python_dateutil-2.9.0.20250822-py3-none-any.whl", hash = "sha256:849d52b737e10a6dc6621d2bd7940ec7c65fcb69e6aa2882acf4e56b2b508ddc"},
+    {file = "types_python_dateutil-2.9.0.20250822.tar.gz", hash = "sha256:84c92c34bd8e68b117bff742bc00b692a1e8531262d4507b33afcc9f7716cd53"},
+]
+
 [[package]]
 name = "typing-extensions"
 version = "4.15.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
     {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
 ]
 
+[[package]]
+name = "urllib3"
+version = "2.5.0"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
+    {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
+]
+
+[package.extras]
+brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
+h2 = ["h2 (>=4,<5)"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
+
+[[package]]
+name = "virtualenv"
+version = "20.34.0"
+description = "Virtual Python Environment builder"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "virtualenv-20.34.0-py3-none-any.whl", hash = "sha256:341f5afa7eee943e4984a9207c025feedd768baff6753cd660c857ceb3e36026"},
+    {file = "virtualenv-20.34.0.tar.gz", hash = "sha256:44815b2c9dee7ed86e387b842a84f20b93f7f417f95886ca1996a72a4138eb1a"},
+]
+
+[package.dependencies]
+distlib = ">=0.3.7,<1"
+filelock = ">=3.12.2,<4"
+platformdirs = ">=3.9.1,<5"
+
+[package.extras]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8) ; platform_python_implementation == \"PyPy\" or platform_python_implementation == \"GraalVM\" or platform_python_implementation == \"CPython\" and sys_platform == \"win32\" and python_version >= \"3.13\"", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10) ; platform_python_implementation == \"CPython\""]
+
+[[package]]
+name = "wcwidth"
+version = "0.2.13"
+description = "Measures the displayed width of unicode strings in a terminal"
+optional = false
+python-versions = "*"
+groups = ["dev"]
+files = [
+    {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
+    {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
+]
+
 [[package]]
 name = "win32-setctime"
 version = "1.2.0"
 description = "A small Python utility to set file creation time on Windows"
 optional = false
 python-versions = ">=3.5"
-groups = ["dev"]
+groups = ["base"]
 markers = "sys_platform == \"win32\""
 files = [
     {file = "win32_setctime-1.2.0-py3-none-any.whl", hash = "sha256:95d644c4e708aba81dc3704a116d8cbc974d70b3bdb8be1d150e36be6e9d1390"},
@@ -479,4 +1910,4 @@ dev = ["black (>=19.3b0) ; python_version >= \"3.6\"", "pytest (>=4.6.2)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.13"
-content-hash = "8ccac5d639fed154404e3c3d223ce4f7e13663b72a07ee73deed1d4a52bd84b8"
+content-hash = "239cc0b9f4ea97d809d2f6310a0b5cfb77239aed8f527e830bfc95ea687025e1"
diff --git a/pyproject.toml b/pyproject.toml
index c73ebf3..0c2bb31 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,16 +7,24 @@ readme = "README.md"
 
 [tool.poetry.dependencies]
 python = "^3.13"
+typer = "^0.16.1"
 
-[tool.poetry.group.dev.dependencies]
+[tool.poetry.group.base.dependencies]
 anytree = "^2.13.0"
-black = "*"
-isort = "*"
-loguru = "*"
-mypy = "*"
-pytest = "*"
-pytest-cov = "*"
-ruff = "*"
+loguru = "^0.7.3"
+
+[tool.poetry.group.dev.dependencies]
+black = "^25.1.0"
+cookiecutter = "^2.6.0"
+graphviz = "^0.21"
+ipykernel = "^6.30.1"
+isort = "^6.0.1"
+mypy = "^1.17.1"
+nbqa = "^1.9.1"
+pre-commit = "^4.3.0"
+pytest = "^8.4.1"
+pytest-cov = "^6.2.1"
+ruff = "^0.12.11"
 
 [build-system]
 requires = ["poetry-core"]
@@ -31,7 +39,7 @@ target-version = ['py312']
 include = '.*\.(py|ipynb)$' # All .py and .ipynb files
 extend-exclude = '''
 /(
-    leetcode/_template
+    .templates
 )/
 '''
 
@@ -43,12 +51,12 @@ force_grid_wrap = 0
 combine_as_imports = true
 use_parentheses = true
 ensure_newline_before_comments = true
-extend_skip_glob = ["leetcode/_template/*"]
+extend_skip_glob = [".templates/*"]
 
 [tool.ruff]
 line-length = 105
 target-version = 'py312'
-extend-exclude = ["leetcode/_template"]
+extend-exclude = [".templates"]
 
 [tool.ruff.lint.pydocstyle]
 convention = "numpy"
@@ -58,7 +66,7 @@ files = '**/*.py'
 warn_unused_configs = true
 ignore_missing_imports = true
 disable_error_code = ["return", "no-redef"]
-exclude = ["leetcode/_template"]
+exclude = [".templates"]
 
 [tool.pytest.ini_options]
 testpaths = ["leetcode"]
diff --git a/sonar-project.properties b/sonar-project.properties
index 02993f7..cb6e2c2 100644
--- a/sonar-project.properties
+++ b/sonar-project.properties
@@ -8,7 +8,7 @@ sonar.projectVersion=1.0
 sonar.sources=leetcode,leetcode_py
 sonar.tests=leetcode
 sonar.test.inclusions=**/tests.py
-sonar.exclusions=**/conftest.py,**/_template/**,**/__pycache__/**,**/.venv/**
+sonar.exclusions=**/conftest.py,**/.templates/**,**/__pycache__/**,**/.venv/**
 
 # Python specific settings
 sonar.python.version=3.13

From be7a94c2fb237ae7d9a9b1fc3798fedfac3ae8ac Mon Sep 17 00:00:00 2001
From: Wisaroot Lertthaweedech <l.wisaroot@gmail.com>
Date: Sat, 30 Aug 2025 15:49:40 +0700
Subject: [PATCH 02/15] feat: update plan

---
 .amazonq/plan/compare_template_files.py       |  97 +++++++++
 .amazonq/plan/cookiecutter-template-plan.md   | 203 ++++++++++++++++++
 .amazonq/rules/development-rules.md           |   2 +-
 .../leetcode/{ => .example}/cookiecutter.json |   1 +
 .../{ => .example}/examples/basic.json5       |   1 +
 .../{ => .example}/examples/tree.json5        |   1 +
 .../json/invert_binary_tree.json              |  37 +---
 .../.example/json/reverse_linked_list_ii.json |  34 +++
 .../{{cookiecutter.question_name}}/README.md  |   0
 .../playground.ipynb                          |   0
 .../solution.py                               |   2 +-
 .../{{cookiecutter.question_name}}/tests.py   |   2 +-
 .../leetcode/.prompt/invert_binary_tree.md    |  54 +++++
 .../.prompt/reverse_linked_list_ii.md         |  49 +++++
 .templates/leetcode/gen.py                    |   4 +-
 Makefile                                      |  15 +-
 README.md                                     |  11 +-
 .../invert_binary_tree/README.md              |   0
 .../.example/invert_binary_tree/__init__.py   |   0
 .../invert_binary_tree/playground.ipynb       | 182 ++++++++++++++++
 .../.example/invert_binary_tree/solution.py   |  13 ++
 .../invert_binary_tree/tests.py               |  12 +-
 .../.example/reverse_linked_list_ii/README.md |  33 +++
 .../reverse_linked_list_ii/__init__.py        |   0
 .../reverse_linked_list_ii}/playground.ipynb  |  44 ++--
 .../reverse_linked_list_ii/solution.py        |  30 +++
 .../.example/reverse_linked_list_ii/tests.py  |  31 +++
 leetcode/invert_binary_tree/solution.py       |   9 -
 leetcode_py/list_node.py                      |   8 +
 29 files changed, 803 insertions(+), 72 deletions(-)
 create mode 100644 .amazonq/plan/compare_template_files.py
 create mode 100644 .amazonq/plan/cookiecutter-template-plan.md
 rename .templates/leetcode/{ => .example}/cookiecutter.json (94%)
 rename .templates/leetcode/{ => .example}/examples/basic.json5 (95%)
 rename .templates/leetcode/{ => .example}/examples/tree.json5 (95%)
 rename .templates/leetcode/{ => .example}/json/invert_binary_tree.json (62%)
 create mode 100644 .templates/leetcode/.example/json/reverse_linked_list_ii.json
 rename .templates/leetcode/{ => .example}/{{cookiecutter.question_name}}/README.md (100%)
 rename .templates/leetcode/{ => .example}/{{cookiecutter.question_name}}/playground.ipynb (100%)
 rename .templates/leetcode/{ => .example}/{{cookiecutter.question_name}}/solution.py (90%)
 rename .templates/leetcode/{ => .example}/{{cookiecutter.question_name}}/tests.py (98%)
 create mode 100644 .templates/leetcode/.prompt/invert_binary_tree.md
 create mode 100644 .templates/leetcode/.prompt/reverse_linked_list_ii.md
 rename leetcode/{ => .example}/invert_binary_tree/README.md (100%)
 create mode 100644 leetcode/.example/invert_binary_tree/__init__.py
 create mode 100644 leetcode/.example/invert_binary_tree/playground.ipynb
 create mode 100644 leetcode/.example/invert_binary_tree/solution.py
 rename leetcode/{ => .example}/invert_binary_tree/tests.py (64%)
 create mode 100644 leetcode/.example/reverse_linked_list_ii/README.md
 create mode 100644 leetcode/.example/reverse_linked_list_ii/__init__.py
 rename leetcode/{invert_binary_tree => .example/reverse_linked_list_ii}/playground.ipynb (63%)
 create mode 100644 leetcode/.example/reverse_linked_list_ii/solution.py
 create mode 100644 leetcode/.example/reverse_linked_list_ii/tests.py
 delete mode 100644 leetcode/invert_binary_tree/solution.py

diff --git a/.amazonq/plan/compare_template_files.py b/.amazonq/plan/compare_template_files.py
new file mode 100644
index 0000000..c05aa78
--- /dev/null
+++ b/.amazonq/plan/compare_template_files.py
@@ -0,0 +1,97 @@
+#!/usr/bin/env python3
+"""Reusable file comparison tool for template validation."""
+
+import difflib
+from pathlib import Path
+from typing import Literal
+
+import typer
+
+
+def compare_files(file1: Path, file2: Path, label1: str, label2: str) -> bool:
+    """Compare two files and show differences. Returns True if identical."""
+    print(f"\n{'='*60}")
+    print(f"COMPARING: {file1.name}")
+    print(f"{label1}: {file1}")
+    print(f"{label2}: {file2}")
+    print(f"{'='*60}")
+
+    if not file1.exists():
+        print(f"❌ MISSING: {file1} does not exist")
+        return False
+
+    if not file2.exists():
+        print(f"❌ MISSING: {file2} does not exist")
+        return False
+
+    content1 = file1.read_text().splitlines(keepends=True)
+    content2 = file2.read_text().splitlines(keepends=True)
+
+    diff = list(
+        difflib.unified_diff(
+            content1,
+            content2,
+            fromfile=f"{label1}/{file1.name}",
+            tofile=f"{label2}/{file2.name}",
+            lineterm="",
+        )
+    )
+
+    if not diff:
+        print("✅ FILES IDENTICAL")
+        return True
+    else:
+        print("❌ DIFFERENCES FOUND:")
+        for line in diff:
+            print(line)
+        return False
+
+
+def main(
+    mode: Literal["template", "generated"] = typer.Argument(
+        help="Compare template files or generated files"
+    ),
+    question: str = typer.Option("invert_binary_tree", help="Question name for comparison"),
+):
+    """Compare files for template validation."""
+    base_dir = Path(__file__).parent.parent.parent
+
+    files_to_compare = ["solution.py", "tests.py", "README.md", "playground.ipynb", "__init__.py"]
+
+    if mode == "template":
+        # Compare reference vs template source
+        dir1 = base_dir / "leetcode" / ".example" / question
+        dir2 = base_dir / ".templates" / "leetcode" / ".example" / "{{cookiecutter.question_name}}"
+        label1, label2 = "Reference", "Template"
+        print("TEMPLATE SOURCE ANALYSIS")
+
+    elif mode == "generated":
+        # Compare reference vs currently generated
+        dir1 = base_dir / "leetcode" / ".example" / question
+        dir2 = base_dir / "leetcode" / question
+        label1, label2 = "Reference", "Generated"
+        print("GENERATED FILES VALIDATION")
+
+        if not dir2.exists():
+            print(f"\n❌ ERROR: Generated directory does not exist: {dir2}")
+            print(f"Run: make q-gen QUESTION={question}")
+            return
+
+    print(f"{label1}: {dir1}")
+    print(f"{label2}: {dir2}")
+
+    identical_count = 0
+    for filename in files_to_compare:
+        file1 = dir1 / filename
+        file2 = dir2 / filename
+        if compare_files(file1, file2, label1, label2):
+            identical_count += 1
+
+    print(f"\n{'='*60}")
+    print(f"SUMMARY: {identical_count}/{len(files_to_compare)} files identical")
+    print("- ✅ = Files identical")
+    print("- ❌ = Differences found or missing files")
+
+
+if __name__ == "__main__":
+    typer.run(main)
diff --git a/.amazonq/plan/cookiecutter-template-plan.md b/.amazonq/plan/cookiecutter-template-plan.md
new file mode 100644
index 0000000..00a8538
--- /dev/null
+++ b/.amazonq/plan/cookiecutter-template-plan.md
@@ -0,0 +1,203 @@
+# Cookiecutter Template Modernization Plan
+
+## Analysis Summary
+
+**Target Structure**: `leetcode/.example/` contains the reference implementation
+**Key Differences Found:**
+
+- `leetcode/.example/` has `__init__.py` files (missing in old template)
+- `leetcode/.example/` uses modern Python syntax (`TreeNode | None` vs `Optional[TreeNode]`)
+- `leetcode/.example/` follows project's coding standards more closely
+- Template must generate files identical to `leetcode/.example/` structure
+
+## Implementation Plan
+
+### 0. Explicit File Content Analysis
+
+- **Tool**: `.amazonq/plan/compare_template_files.py` (reusable comparison script)
+- **Usage**:
+    - `python .amazonq/plan/compare_template_files.py template` - Compare reference vs template source
+    - `python .amazonq/plan/compare_template_files.py generated` - Compare reference vs generated files
+- **Analysis**: Line-by-line diff of all file types
+- **Document**: Exact differences and required changes
+- **Verify**: Template variables handle all variations
+
+### 1. Incremental Template Updates (File-by-File Approach)
+
+#### Phase 1: Add `__init__.py`
+
+- **Add**: Empty `__init__.py` file to template
+- **Validate**: `make q-gen` → `make q-validate` → `make lint`
+
+#### Phase 2: Fix `solution.py`
+
+- **Update**: Modern syntax (`TreeNode | None`), clean template logic
+- **Validate**: `make q-gen` → `make q-validate` → `make lint`
+
+#### Phase 3: Fix `tests.py`
+
+- **Update**: Relative imports (`from .solution`), clean structure
+- **Validate**: `make q-gen` → `make q-validate` → `make lint`
+
+#### Phase 4: Fix `README.md`
+
+- **Update**: Clean formatting, proper markdown
+- **Validate**: `make q-gen` → `make q-validate` → `make lint`
+
+#### Phase 5: Fix `playground.ipynb`
+
+- **Update**: Clean cells without execution state
+- **Validate**: `make q-gen` → `make q-validate` → `make lint`
+
+**Benefits**: Isolated debugging, safer progression, easier rollback
+
+### 2. Multi-Problem Type Testing
+
+- **Test Cases**: Ensure template handles all problem types
+    - Basic array: `two_sum` (return `list[int]`)
+    - Tree: `invert_binary_tree` (return `TreeNode | None`)
+    - String: problems returning `str`
+    - Boolean: problems returning `bool`
+    - No imports vs TreeNode/ListNode imports
+- **Validation**: Each type generates correctly
+
+### 3. Modernize cookiecutter.json Schema
+
+- **Base on**: Existing `.templates/leetcode/.example/examples/` JSON5 files
+- **Ensure**: All template variables are properly defined
+- **Add**: Missing fields found in real examples
+- **Note**: Variable mapping handled by `gen.py` `convert_arrays_to_nested()`
+
+### 4. Update Template Files
+
+#### solution.py
+
+- Use modern type hints (`TreeNode | None` not `Optional[TreeNode]`)
+- Match exact import patterns from real examples
+- Ensure proper TODO placeholder format
+
+#### tests.py
+
+- Follow `@logged_test` decorator pattern
+- Use parametrized pytest structure
+- Match logging format from real examples
+
+#### README.md
+
+- Follow exact format from real examples
+- Include proper problem description formatting
+
+#### playground.ipynb
+
+- Ensure notebook structure matches real examples
+
+### 5. Template Generation Logic
+
+- **File**: `.templates/leetcode/gen.py` (already handles variable mapping)
+- **Integration**: Works with `make q-gen QUESTION=name` (verified in Makefile)
+- **Update**: Handle new `__init__.py` file
+- **Process**: JSON → `gen.py` → cookiecutter → `leetcode/$(QUESTION)/`
+
+### 6. Automated Validation System
+
+- **Tool**: Reusable `.amazonq/plan/compare_template_files.py`
+- **Usage**:
+    ```bash
+    # Validate current template generates correct files
+    python .amazonq/plan/compare_template_files.py generated --question=invert_binary_tree
+    ```
+- **Makefile**: `make q-validate QUESTION=name` (implemented)
+- **Test**: Template regression testing
+- **Ensure**: `make q-gen` + `make lint` + `make q-test` all pass
+
+### 7. Testing & Validation
+
+- **Test**: Template generation with existing JSON files
+- **Verify**: Generated files match `leetcode/.example/` structure exactly
+- **Compare**: Automated diff against reference files
+- **Ensure**: `make q-gen` works seamlessly
+- **Test**: Recreation process from `.prompt/` files
+- **Validate**: Multi-problem type generation
+
+## Key Template Variables to Ensure
+
+```json
+{
+  "question_name": "snake_case_name",
+  "class_name": "PascalCaseName",
+  "method_name": "snake_case_method",
+  "problem_number": "226",
+  "problem_title": "Display Title",
+  "difficulty": "Easy|Medium|Hard",
+  "topics": "Comma, Separated, Topics",
+  "tags": ["grind-75", "blind-75"],
+  "problem_description": "Full description",
+  "examples": [{"input": "...", "output": "..."}],
+  "constraints": "Formatted constraints",
+  "parameters": "typed_params: list[int]",
+  "return_type": "TreeNode | None",
+  "imports": "from leetcode_py.tree_node import TreeNode",
+  "test_cases": [{"args": [...], "expected": ...}]
+}
+```
+
+## Success Criteria
+
+### Phase-by-Phase Validation (File-by-File)
+
+1. ✅ **Phase 1**: `__init__.py` files generated correctly
+2. ✅ **Phase 2**: `solution.py` with modern syntax (`TreeNode | None`)
+3. ✅ **Phase 3**: `tests.py` with relative imports and clean structure
+4. ✅ **Phase 4**: `README.md` with clean formatting
+5. ✅ **Phase 5**: `playground.ipynb` with clean cells
+
+### Multi-Problem Type Validation
+
+5. ✅ Basic problems (array/string) generate correctly
+6. ✅ Tree problems generate correctly
+7. ✅ Different return types handled (`bool`, `int`, `str`, `list`, etc.)
+
+### Automated Validation
+
+8. ✅ Automated diff shows no differences vs `leetcode/.example/`
+9. ✅ `make q-validate` passes for all problem types
+10. ✅ Recreation from `.prompt/` works flawlessly
+11. ✅ All linting passes (`make lint`)
+12. ✅ Tests run successfully (`make q-test`)
+
+## Files to Modify
+
+### Template Files
+
+1. `.templates/leetcode/{{cookiecutter.question_name}}/`
+    - **Add**: `__init__.py` (empty file)
+    - **Update**: `solution.py` (modern syntax, imports)
+    - **Update**: `tests.py` (match `leetcode/.example/` format)
+    - **Update**: `README.md` (match `leetcode/.example/` format)
+    - **Update**: `playground.ipynb` (match structure)
+
+### Configuration
+
+2. `.templates/leetcode/cookiecutter.json`
+    - Align with JSON5 examples
+    - Add missing variables
+
+### Generation Logic
+
+3. `.templates/leetcode/gen.py`
+    - Handle `__init__.py` generation
+    - Maintain existing variable mapping
+
+### Validation Tools
+
+4. **Reusable**: `.amazonq/plan/compare_template_files.py` (handles both template and generated comparisons)
+5. **New**: Makefile target `make q-validate`
+
+## Risk Mitigation
+
+- **Incremental phases** prevent all-or-nothing failures
+- **Automated validation** catches regressions immediately
+- **Multi-problem testing** ensures template generalization
+- **Explicit file comparison** documents exact requirements
+
+This plan ensures the template generates files that exactly match `leetcode/.example/` while maintaining the robust generation process described in the rules.
diff --git a/.amazonq/rules/development-rules.md b/.amazonq/rules/development-rules.md
index 099942e..a58c937 100644
--- a/.amazonq/rules/development-rules.md
+++ b/.amazonq/rules/development-rules.md
@@ -14,7 +14,7 @@
 
 ## Testing
 
-- Test specific: `make test-question QUESTION=<name>`
+- Test specific: `make q-test QUESTION=<name>`
 - Test all: `make test`
 - Beautiful logging with loguru
 
diff --git a/.templates/leetcode/cookiecutter.json b/.templates/leetcode/.example/cookiecutter.json
similarity index 94%
rename from .templates/leetcode/cookiecutter.json
rename to .templates/leetcode/.example/cookiecutter.json
index 56e06f3..16a57d6 100644
--- a/.templates/leetcode/cookiecutter.json
+++ b/.templates/leetcode/.example/cookiecutter.json
@@ -29,6 +29,7 @@
         ]
     },
     "param_names": "nums, target, expected",
+    "param_names_with_types": "nums: list[int], target: int, expected: list[int]",
     "input_description": "nums={nums}, target={target}",
     "input_params": "nums, target",
     "expected_param": "expected",
diff --git a/.templates/leetcode/examples/basic.json5 b/.templates/leetcode/.example/examples/basic.json5
similarity index 95%
rename from .templates/leetcode/examples/basic.json5
rename to .templates/leetcode/.example/examples/basic.json5
index ab9e9f5..308d728 100644
--- a/.templates/leetcode/examples/basic.json5
+++ b/.templates/leetcode/.example/examples/basic.json5
@@ -42,6 +42,7 @@
 
     // Test template variables (auto-generated, can be customized)
     param_names: "nums, target, expected",
+    param_names_with_types: "nums: list[int], target: int, expected: list[int]",
     input_description: "nums={nums}, target={target}",
     input_params: "nums, target",
     expected_param: "expected",
diff --git a/.templates/leetcode/examples/tree.json5 b/.templates/leetcode/.example/examples/tree.json5
similarity index 95%
rename from .templates/leetcode/examples/tree.json5
rename to .templates/leetcode/.example/examples/tree.json5
index ad9a955..bcc0cf5 100644
--- a/.templates/leetcode/examples/tree.json5
+++ b/.templates/leetcode/.example/examples/tree.json5
@@ -40,6 +40,7 @@
 
     // Tree-specific test setup
     param_names: "root, expected",
+    param_names_with_types: "root: list[int], expected: list[int]",
     input_description: "root={root}",
     input_params: "root",
     expected_param: "expected",
diff --git a/.templates/leetcode/json/invert_binary_tree.json b/.templates/leetcode/.example/json/invert_binary_tree.json
similarity index 62%
rename from .templates/leetcode/json/invert_binary_tree.json
rename to .templates/leetcode/.example/json/invert_binary_tree.json
index 6265769..747ed3c 100644
--- a/.templates/leetcode/json/invert_binary_tree.json
+++ b/.templates/leetcode/.example/json/invert_binary_tree.json
@@ -9,43 +9,26 @@
     "tags": ["grind-75"],
     "problem_description": "Given the root of a binary tree, invert the tree, and return its root.",
     "examples": [
-        {
-            "input": "root = [4,2,7,1,3,6,9]",
-            "output": "[4,7,2,9,6,3,1]"
-        },
-        {
-            "input": "root = [2,1,3]",
-            "output": "[2,3,1]"
-        },
-        {
-            "input": "root = []",
-            "output": "[]"
-        }
+        { "input": "root = [4,2,7,1,3,6,9]", "output": "[4,7,2,9,6,3,1]" },
+        { "input": "root = [2,1,3]", "output": "[2,3,1]" },
+        { "input": "root = []", "output": "[]" }
     ],
     "constraints": "- The number of nodes in the tree is in the range [0, 100].\n- -100 <= Node.val <= 100",
     "parameters": "root: TreeNode | None",
     "return_type": "TreeNode | None",
     "imports": "from leetcode_py.tree_node import TreeNode",
     "test_cases": [
-        {
-            "args": [[4, 2, 7, 1, 3, 6, 9]],
-            "expected": [4, 7, 2, 9, 6, 3, 1]
-        },
-        {
-            "args": [[2, 1, 3]],
-            "expected": [2, 3, 1]
-        },
-        {
-            "args": [[]],
-            "expected": []
-        }
+        { "args": [[4, 2, 7, 1, 3, 6, 9]], "expected": [4, 7, 2, 9, 6, 3, 1] },
+        { "args": [[2, 1, 3]], "expected": [2, 3, 1] },
+        { "args": [[]], "expected": [] }
     ],
-    "param_names": "root, expected",
-    "input_description": "root={root}",
+    "param_names": "root_list, expected",
+    "param_names_with_types": "root_list: list[int | None], expected: list[int | None]",
+    "input_description": "root_list={root_list}",
     "input_params": "root",
     "expected_param": "expected",
     "method_args": "root",
-    "test_setup": "root = TreeNode.from_list(root)",
+    "test_setup": "root = TreeNode.from_list(root_list)",
     "test_logging": "logger.success(f\"Got result: {result.to_list() if result else []}\")",
     "assertion_code": "assert result == expected",
     "test_input_setup": "# Example test case\\nroot = TreeNode.from_list([4, 2, 7, 1, 3, 6, 9])",
diff --git a/.templates/leetcode/.example/json/reverse_linked_list_ii.json b/.templates/leetcode/.example/json/reverse_linked_list_ii.json
new file mode 100644
index 0000000..8cb36a9
--- /dev/null
+++ b/.templates/leetcode/.example/json/reverse_linked_list_ii.json
@@ -0,0 +1,34 @@
+{
+    "assertion_code": "assert (result.to_list() if result else []) == expected",
+    "class_name": "ReverseLinkedListII",
+    "constraints": "- The number of nodes in the list is n.\n- 1 <= n <= 500\n- -500 <= Node.val <= 500\n- 1 <= left <= right <= n",
+    "difficulty": "Medium",
+    "examples": [
+        { "input": "head = [1,2,3,4,5], left = 2, right = 4", "output": "[1,4,3,2,5]" },
+        { "input": "head = [5], left = 1, right = 1", "output": "[5]" }
+    ],
+    "expected_output_setup": "expected = ListNode.from_list([1, 4, 3, 2, 5])",
+    "expected_param": "expected",
+    "imports": "from leetcode_py.list_node import ListNode",
+    "input_description": "head_list={head_list}, left={left}, right={right}",
+    "input_params": "head, left, right",
+    "method_args": "head, left, right",
+    "method_name": "reverse_between",
+    "param_names": "head_list, left, right, expected",
+    "param_names_with_types": "head_list: list[int], left: int, right: int, expected: list[int]",
+    "parameters": "head: ListNode | None, left: int, right: int",
+    "problem_description": "Given the head of a singly linked list and two integers left and right where left <= right, reverse the nodes of the list from position left to position right, and return the reversed list.",
+    "problem_number": "92",
+    "problem_title": "Reverse Linked List II",
+    "question_name": "reverse_linked_list_ii",
+    "return_type": "ListNode | None",
+    "test_cases": [
+        { "args": [[1, 2, 3, 4, 5], 2, 4], "expected": [1, 4, 3, 2, 5] },
+        { "args": [[5], 1, 1], "expected": [5] },
+        { "args": [[1, 2, 3], 1, 3], "expected": [3, 2, 1] }
+    ],
+    "test_input_setup": "# Example test case\\nhead = ListNode.from_list([1, 2, 3, 4, 5])\\nleft = 2\\nright = 4",
+    "test_logging": "logger.success(f\"Got result: {result.to_list() if result else []}\")",
+    "test_setup": "head = ListNode.from_list(head_list)",
+    "topics": "Linked List"
+}
diff --git a/.templates/leetcode/{{cookiecutter.question_name}}/README.md b/.templates/leetcode/.example/{{cookiecutter.question_name}}/README.md
similarity index 100%
rename from .templates/leetcode/{{cookiecutter.question_name}}/README.md
rename to .templates/leetcode/.example/{{cookiecutter.question_name}}/README.md
diff --git a/.templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb b/.templates/leetcode/.example/{{cookiecutter.question_name}}/playground.ipynb
similarity index 100%
rename from .templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb
rename to .templates/leetcode/.example/{{cookiecutter.question_name}}/playground.ipynb
diff --git a/.templates/leetcode/{{cookiecutter.question_name}}/solution.py b/.templates/leetcode/.example/{{cookiecutter.question_name}}/solution.py
similarity index 90%
rename from .templates/leetcode/{{cookiecutter.question_name}}/solution.py
rename to .templates/leetcode/.example/{{cookiecutter.question_name}}/solution.py
index f1e1198..3835f7d 100644
--- a/.templates/leetcode/{{cookiecutter.question_name}}/solution.py
+++ b/.templates/leetcode/.example/{{cookiecutter.question_name}}/solution.py
@@ -5,4 +5,4 @@ class Solution:
     # Space: O(?)
     def {{cookiecutter.method_name}}(self, {{cookiecutter.parameters}}) -> {{cookiecutter.return_type}}:
         # TODO: Implement solution
-        {% if cookiecutter.return_type == 'bool' %}return False{% elif cookiecutter.return_type == 'int' %}return 0{% elif cookiecutter.return_type == 'str' %}return ""{% elif cookiecutter.return_type == 'float' %}return 0.0{% elif cookiecutter.return_type.startswith('list[') %}return []{% elif cookiecutter.return_type.startswith('dict[') %}return {}{% elif cookiecutter.return_type.startswith('set[') %}return set(){% elif cookiecutter.return_type.startswith('tuple[') %}return (){% elif cookiecutter.return_type == 'None' %}return None{% else %}return None  # type: ignore{% endif %}
+        {% if cookiecutter.return_type == 'bool' %}return False{% elif cookiecutter.return_type == 'int' %}return 0{% elif cookiecutter.return_type == 'str' %}return ""{% elif cookiecutter.return_type == 'float' %}return 0.0{% elif cookiecutter.return_type.startswith('list[') %}return []{% elif cookiecutter.return_type.startswith('dict[') %}return {}{% elif cookiecutter.return_type.startswith('set[') %}return set(){% elif cookiecutter.return_type.startswith('tuple[') %}return (){% elif cookiecutter.return_type == 'None' %}return None{% else %}return None {% endif %}
diff --git a/.templates/leetcode/{{cookiecutter.question_name}}/tests.py b/.templates/leetcode/.example/{{cookiecutter.question_name}}/tests.py
similarity index 98%
rename from .templates/leetcode/{{cookiecutter.question_name}}/tests.py
rename to .templates/leetcode/.example/{{cookiecutter.question_name}}/tests.py
index c9e06ed..39c0b95 100644
--- a/.templates/leetcode/{{cookiecutter.question_name}}/tests.py
+++ b/.templates/leetcode/.example/{{cookiecutter.question_name}}/tests.py
@@ -20,7 +20,7 @@ def setup_method(self):
         ],
     )
     @logged_test
-    def test_{{cookiecutter.method_name}}(self, {{cookiecutter.param_names}}):
+    def test_{{cookiecutter.method_name}}(self, {{cookiecutter.param_names_with_types}}):
         logger.info(f"Testing with {{cookiecutter.input_description}}")
         {%- if cookiecutter.test_setup %}
         {{cookiecutter.test_setup}}
diff --git a/.templates/leetcode/.prompt/invert_binary_tree.md b/.templates/leetcode/.prompt/invert_binary_tree.md
new file mode 100644
index 0000000..27c00e6
--- /dev/null
+++ b/.templates/leetcode/.prompt/invert_binary_tree.md
@@ -0,0 +1,54 @@
+226. Invert Binary Tree
+     Solved
+     Easy
+     Topics
+     premium lock icon
+     Companies
+     Given the root of a binary tree, invert the tree, and return its root.
+
+Example 1:
+
+Input: root = [4,2,7,1,3,6,9]
+Output: [4,7,2,9,6,3,1]
+Example 2:
+
+Input: root = [2,1,3]
+Output: [2,3,1]
+Example 3:
+
+Input: root = []
+Output: []
+
+Constraints:
+
+The number of nodes in the tree is in the range [0, 100].
+-100 <= Node.val <= 100
+
+Seen this question in a real interview before?
+1/5
+Yes
+No
+Accepted
+2,730,296/3.4M
+Acceptance Rate
+79.3%
+Topics
+Tree
+Depth-First Search
+Breadth-First Search
+Binary Tree
+
+# Definition for a binary tree node.
+
+# class TreeNode:
+
+# def **init**(self, val=0, left=None, right=None):
+
+# self.val = val
+
+# self.left = left
+
+# self.right = right
+
+class Solution:
+def invertTree(self, root: Optional[TreeNode]) -> Optional[TreeNode]:
diff --git a/.templates/leetcode/.prompt/reverse_linked_list_ii.md b/.templates/leetcode/.prompt/reverse_linked_list_ii.md
new file mode 100644
index 0000000..2edcbe2
--- /dev/null
+++ b/.templates/leetcode/.prompt/reverse_linked_list_ii.md
@@ -0,0 +1,49 @@
+92. Reverse Linked List II
+    Solved
+    Medium
+    Topics
+    premium lock icon
+    Companies
+    Given the head of a singly linked list and two integers left and right where left <= right, reverse the nodes of the list from position left to position right, and return the reversed list.
+
+Example 1:
+
+Input: head = [1,2,3,4,5], left = 2, right = 4
+Output: [1,4,3,2,5]
+Example 2:
+
+Input: head = [5], left = 1, right = 1
+Output: [5]
+
+Constraints:
+
+The number of nodes in the list is n.
+1 <= n <= 500
+-500 <= Node.val <= 500
+1 <= left <= right <= n
+
+Follow up: Could you do it in one pass?
+
+Seen this question in a real interview before?
+1/5
+Yes
+No
+Accepted
+1,153,915/2.3M
+Acceptance Rate
+50.0%
+Topics
+Linked List
+
+# Definition for singly-linked list.
+
+# class ListNode:
+
+# def **init**(self, val=0, next=None):
+
+# self.val = val
+
+# self.next = next
+
+class Solution:
+def reverseBetween(self, head: Optional[ListNode], left: int, right: int) -> Optional[ListNode]:
diff --git a/.templates/leetcode/gen.py b/.templates/leetcode/gen.py
index 4ebcc61..365907e 100644
--- a/.templates/leetcode/gen.py
+++ b/.templates/leetcode/gen.py
@@ -102,8 +102,8 @@ def generate_problem(json_file: str, force: bool = False) -> None:
     data = check_and_prompt_tags(data)
 
     # Save updated data back to JSON file
-    with open(json_path, 'w') as f:
-        json.dump(data, f, indent=4)
+    with open(json_path, "w") as f:
+        json.dump(data, f)
 
     # Convert arrays to cookiecutter-friendly nested format
     extra_context = convert_arrays_to_nested(data)
diff --git a/Makefile b/Makefile
index 9860659..4d3a2fc 100644
--- a/Makefile
+++ b/Makefile
@@ -1,6 +1,6 @@
 PYTHON_VERSION = 3.13
-# QUESTION ?= reverse_linked_list_ii
-QUESTION ?= invert_binary_tree
+QUESTION ?= reverse_linked_list_ii
+# QUESTION ?= invert_binary_tree
 FORCE ?= 0
 
 sync_submodules:
@@ -22,6 +22,7 @@ assert_setup_dev:
 
 lint:
 	poetry sort
+	npx prettier --write "**/*.{ts,tsx,css,json,yaml,yml,md}"
 	poetry run black .
 	poetry run isort .
 	poetry run ruff check .
@@ -32,7 +33,6 @@ lint:
 		--check-untyped-defs .
 	poetry run nbqa isort . --nbqa-exclude=".templates"
 	poetry run nbqa mypy . --nbqa-exclude=".templates"
-	npx prettier --write "**/*.{ts,tsx,css,json,yaml,yml,md}"
 
 
 test:
@@ -57,5 +57,14 @@ q-gen:
 	@echo "Generating question: $(QUESTION)"
 	poetry run python .templates/leetcode/gen.py .templates/leetcode/json/$(QUESTION).json $(if $(filter 1,$(FORCE)),--force)
 
+# Validate Question
+q-validate:
+	@echo "Validating question: $(QUESTION)"
+	@if [ ! -d "leetcode/$(QUESTION)" ]; then \
+		echo "Error: Generated question '$(QUESTION)' not found. Run: make q-gen QUESTION=$(QUESTION)"; \
+		exit 1; \
+	fi
+	poetry run python .amazonq/plan/compare_template_files.py generated --question=$(QUESTION)
+
 dbg:
 	poetry run python generate_problem.py valid_parentheses.json
diff --git a/README.md b/README.md
index 65419e8..e943e34 100644
--- a/README.md
+++ b/README.md
@@ -22,8 +22,8 @@ Premium LeetCode practice environment with modern Python tooling, beautiful tree
 
 ```bash
 # Run existing problems
-make test-question QUESTION=two_sum
-make test-question QUESTION=invert_binary_tree
+make q-test QUESTION=two_sum
+make q-test QUESTION=invert_binary_tree
 
 # Run all tests
 make test
@@ -34,9 +34,10 @@ make test
 ## 🧰 Commands
 
 ```bash
-make test-question QUESTION=two_sum  # Test specific problem
-make test                            # Run all tests
-make lint                           # Code quality checks
+make q-test QUESTION=two_sum  # Test specific problem
+make test                     # Run all tests
+make lint                     # Code quality checks
+make q-gen QUESTION=new_prob  # Generate new problem
 ```
 
 ## 🎨 Example Output
diff --git a/leetcode/invert_binary_tree/README.md b/leetcode/.example/invert_binary_tree/README.md
similarity index 100%
rename from leetcode/invert_binary_tree/README.md
rename to leetcode/.example/invert_binary_tree/README.md
diff --git a/leetcode/.example/invert_binary_tree/__init__.py b/leetcode/.example/invert_binary_tree/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/leetcode/.example/invert_binary_tree/playground.ipynb b/leetcode/.example/invert_binary_tree/playground.ipynb
new file mode 100644
index 0000000..f5972ac
--- /dev/null
+++ b/leetcode/.example/invert_binary_tree/playground.ipynb
@@ -0,0 +1,182 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "fc4d8c0c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from solution import Solution\n",
+    "\n",
+    "from leetcode_py.tree_node import TreeNode"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "ecb1908a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Example test case\n",
+    "root = TreeNode.from_list([4, 2, 7, 1, 3, 6, 9])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "ccd8921e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "expected = TreeNode.from_list([4, 7, 2, 9, 6, 3, 1])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "29433b11",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
+       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
+       " \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
+       "<!-- Generated by graphviz version 13.1.2 (20250808.2320)\n",
+       " -->\n",
+       "<!-- Pages: 1 -->\n",
+       "<svg width=\"278pt\" height=\"188pt\"\n",
+       " viewBox=\"0.00 0.00 278.00 188.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+       "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 184)\">\n",
+       "<polygon fill=\"white\" stroke=\"none\" points=\"-4,4 -4,-184 274,-184 274,4 -4,4\"/>\n",
+       "<!-- 0 -->\n",
+       "<g id=\"node1\" class=\"node\">\n",
+       "<title>0</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"135\" cy=\"-162\" rx=\"27\" ry=\"18\"/>\n",
+       "<text xml:space=\"preserve\" text-anchor=\"middle\" x=\"135\" y=\"-156.95\" font-family=\"Times,serif\" font-size=\"14.00\">4</text>\n",
+       "</g>\n",
+       "<!-- 1 -->\n",
+       "<g id=\"node2\" class=\"node\">\n",
+       "<title>1</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"99\" cy=\"-90\" rx=\"27\" ry=\"18\"/>\n",
+       "<text xml:space=\"preserve\" text-anchor=\"middle\" x=\"99\" y=\"-84.95\" font-family=\"Times,serif\" font-size=\"14.00\">7</text>\n",
+       "</g>\n",
+       "<!-- 0&#45;&gt;1 -->\n",
+       "<g id=\"edge1\" class=\"edge\">\n",
+       "<title>0&#45;&gt;1</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M126.65,-144.76C122.42,-136.55 117.19,-126.37 112.42,-117.09\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"115.68,-115.79 108,-108.49 109.46,-118.99 115.68,-115.79\"/>\n",
+       "</g>\n",
+       "<!-- 4 -->\n",
+       "<g id=\"node5\" class=\"node\">\n",
+       "<title>4</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"171\" cy=\"-90\" rx=\"27\" ry=\"18\"/>\n",
+       "<text xml:space=\"preserve\" text-anchor=\"middle\" x=\"171\" y=\"-84.95\" font-family=\"Times,serif\" font-size=\"14.00\">2</text>\n",
+       "</g>\n",
+       "<!-- 0&#45;&gt;4 -->\n",
+       "<g id=\"edge4\" class=\"edge\">\n",
+       "<title>0&#45;&gt;4</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M143.35,-144.76C147.58,-136.55 152.81,-126.37 157.58,-117.09\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"160.54,-118.99 162,-108.49 154.32,-115.79 160.54,-118.99\"/>\n",
+       "</g>\n",
+       "<!-- 2 -->\n",
+       "<g id=\"node3\" class=\"node\">\n",
+       "<title>2</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"27\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+       "<text xml:space=\"preserve\" text-anchor=\"middle\" x=\"27\" y=\"-12.95\" font-family=\"Times,serif\" font-size=\"14.00\">9</text>\n",
+       "</g>\n",
+       "<!-- 1&#45;&gt;2 -->\n",
+       "<g id=\"edge2\" class=\"edge\">\n",
+       "<title>1&#45;&gt;2</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M84.08,-74.5C74.23,-64.92 61.14,-52.19 49.97,-41.34\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"52.59,-39 42.98,-34.54 47.71,-44.02 52.59,-39\"/>\n",
+       "</g>\n",
+       "<!-- 3 -->\n",
+       "<g id=\"node4\" class=\"node\">\n",
+       "<title>3</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"99\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+       "<text xml:space=\"preserve\" text-anchor=\"middle\" x=\"99\" y=\"-12.95\" font-family=\"Times,serif\" font-size=\"14.00\">6</text>\n",
+       "</g>\n",
+       "<!-- 1&#45;&gt;3 -->\n",
+       "<g id=\"edge3\" class=\"edge\">\n",
+       "<title>1&#45;&gt;3</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M99,-71.7C99,-64.41 99,-55.73 99,-47.54\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"102.5,-47.62 99,-37.62 95.5,-47.62 102.5,-47.62\"/>\n",
+       "</g>\n",
+       "<!-- 5 -->\n",
+       "<g id=\"node6\" class=\"node\">\n",
+       "<title>5</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"171\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+       "<text xml:space=\"preserve\" text-anchor=\"middle\" x=\"171\" y=\"-12.95\" font-family=\"Times,serif\" font-size=\"14.00\">3</text>\n",
+       "</g>\n",
+       "<!-- 4&#45;&gt;5 -->\n",
+       "<g id=\"edge5\" class=\"edge\">\n",
+       "<title>4&#45;&gt;5</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M171,-71.7C171,-64.41 171,-55.73 171,-47.54\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"174.5,-47.62 171,-37.62 167.5,-47.62 174.5,-47.62\"/>\n",
+       "</g>\n",
+       "<!-- 6 -->\n",
+       "<g id=\"node7\" class=\"node\">\n",
+       "<title>6</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"243\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+       "<text xml:space=\"preserve\" text-anchor=\"middle\" x=\"243\" y=\"-12.95\" font-family=\"Times,serif\" font-size=\"14.00\">1</text>\n",
+       "</g>\n",
+       "<!-- 4&#45;&gt;6 -->\n",
+       "<g id=\"edge6\" class=\"edge\">\n",
+       "<title>4&#45;&gt;6</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M185.92,-74.5C195.77,-64.92 208.86,-52.19 220.03,-41.34\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"222.29,-44.02 227.02,-34.54 217.41,-39 222.29,-44.02\"/>\n",
+       "</g>\n",
+       "</g>\n",
+       "</svg>\n"
+      ],
+      "text/plain": [
+       "TreeNode([4, 7, 2, 9, 6, 3, 1])"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "result = Solution().invert_tree(root)\n",
+    "result"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "3a4e7961",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "assert result == expected"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "leetcode-py-py3.13",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.13.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/leetcode/.example/invert_binary_tree/solution.py b/leetcode/.example/invert_binary_tree/solution.py
new file mode 100644
index 0000000..fdba129
--- /dev/null
+++ b/leetcode/.example/invert_binary_tree/solution.py
@@ -0,0 +1,13 @@
+from leetcode_py.tree_node import TreeNode
+
+
+class Solution:
+    # Time: O(n)
+    # Space: O(h)
+    def invert_tree(self, root: TreeNode | None) -> TreeNode | None:
+        if not root:
+            return None
+        root.left, root.right = root.right, root.left
+        self.invert_tree(root.left)
+        self.invert_tree(root.right)
+        return root
diff --git a/leetcode/invert_binary_tree/tests.py b/leetcode/.example/invert_binary_tree/tests.py
similarity index 64%
rename from leetcode/invert_binary_tree/tests.py
rename to leetcode/.example/invert_binary_tree/tests.py
index 9c1704f..4d2ba0a 100644
--- a/leetcode/invert_binary_tree/tests.py
+++ b/leetcode/.example/invert_binary_tree/tests.py
@@ -1,17 +1,18 @@
 import pytest
 from loguru import logger
-from solution import Solution
 
 from leetcode_py.test_utils import logged_test
 from leetcode_py.tree_node import TreeNode
 
+from .solution import Solution
+
 
 class TestInvertBinaryTree:
     def setup_method(self):
         self.solution = Solution()
 
     @pytest.mark.parametrize(
-        "root, expected",
+        "root_list, expected_list",
         [
             ([4, 2, 7, 1, 3, 6, 9], [4, 7, 2, 9, 6, 3, 1]),
             ([2, 1, 3], [2, 3, 1]),
@@ -19,9 +20,10 @@ def setup_method(self):
         ],
     )
     @logged_test
-    def test_invert_tree(self, root, expected):
-        logger.info(f"Testing with root={root}")
-        root = TreeNode.from_list(root)
+    def test_invert_tree(self, root_list: list[int | None], expected_list: list[int | None]):
+        logger.info(f"Testing with root_list={root_list}")
+        root = TreeNode.from_list(root_list)
+        expected = TreeNode.from_list(expected_list)
         result = self.solution.invert_tree(root)
         logger.success(f"Got result: {result.to_list() if result else []}")
         assert result == expected
diff --git a/leetcode/.example/reverse_linked_list_ii/README.md b/leetcode/.example/reverse_linked_list_ii/README.md
new file mode 100644
index 0000000..2a9c21a
--- /dev/null
+++ b/leetcode/.example/reverse_linked_list_ii/README.md
@@ -0,0 +1,33 @@
+# 92. Reverse Linked List II
+
+**Difficulty:** Medium
+**Topics:** Linked List
+**Tags:** grind-75
+**LeetCode:** [Problem 92](https://leetcode.com/problems/reverse-linked-list-ii/description/)
+
+## Problem Description
+
+Given the head of a singly linked list and two integers left and right where left <= right, reverse the nodes of the list from position left to position right, and return the reversed list.
+
+## Examples
+
+### Example 1:
+
+```
+Input: head = [1,2,3,4,5], left = 2, right = 4
+Output: [1,4,3,2,5]
+```
+
+### Example 2:
+
+```
+Input: head = [5], left = 1, right = 1
+Output: [5]
+```
+
+## Constraints
+
+- The number of nodes in the list is n.
+- 1 <= n <= 500
+- -500 <= Node.val <= 500
+- 1 <= left <= right <= n
diff --git a/leetcode/.example/reverse_linked_list_ii/__init__.py b/leetcode/.example/reverse_linked_list_ii/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/leetcode/invert_binary_tree/playground.ipynb b/leetcode/.example/reverse_linked_list_ii/playground.ipynb
similarity index 63%
rename from leetcode/invert_binary_tree/playground.ipynb
rename to leetcode/.example/reverse_linked_list_ii/playground.ipynb
index 819dbb0..5cfc9b8 100644
--- a/leetcode/invert_binary_tree/playground.ipynb
+++ b/leetcode/.example/reverse_linked_list_ii/playground.ipynb
@@ -2,65 +2,73 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "id": "fc4d8c0c",
    "metadata": {},
    "outputs": [],
    "source": [
     "from solution import Solution\n",
     "\n",
-    "from leetcode_py.tree_node import TreeNode"
+    "from leetcode_py.list_node import ListNode"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "id": "ecb1908a",
    "metadata": {},
    "outputs": [],
    "source": [
     "# Example test case\n",
-    "root = TreeNode.from_list([4, 2, 7, 1, 3, 6, 9])"
+    "head = ListNode.from_list([1, 2, 3, 4, 5])\n",
+    "left = 2\n",
+    "right = 4"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "id": "ccd8921e",
    "metadata": {},
    "outputs": [],
    "source": [
-    "expected = [4, 7, 2, 9, 6, 3, 1]"
+    "expected = ListNode.from_list([1, 4, 3, 2, 5])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "id": "29433b11",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "1 -> 4 -> 3 -> 2 -> 5"
+      ],
+      "text/plain": [
+       "ListNode([1, 4, 3, 2, 5])"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "result = Solution().invert_tree(root)\n",
+    "result = Solution().reverse_between(head, left, right)\n",
     "result"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "id": "3a4e7961",
    "metadata": {},
    "outputs": [],
    "source": [
     "assert result == expected"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "8b250930",
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
diff --git a/leetcode/.example/reverse_linked_list_ii/solution.py b/leetcode/.example/reverse_linked_list_ii/solution.py
new file mode 100644
index 0000000..4485735
--- /dev/null
+++ b/leetcode/.example/reverse_linked_list_ii/solution.py
@@ -0,0 +1,30 @@
+from leetcode_py.list_node import ListNode
+
+
+class Solution:
+    # Time: O(n)
+    # Space: O(1)
+    def reverse_between(self, head: ListNode | None, left: int, right: int) -> ListNode | None:
+        if not head or left == right:
+            return head
+
+        dummy = ListNode(0)
+        dummy.next = head
+        prev = dummy
+
+        # Move to position before left
+        for _ in range(left - 1):
+            assert prev.next is not None
+            prev = prev.next
+
+        # Reverse the sublist
+        assert prev.next is not None
+        curr = prev.next
+        for _ in range(right - left):
+            assert curr.next is not None
+            next_node = curr.next
+            curr.next = next_node.next
+            next_node.next = prev.next
+            prev.next = next_node
+
+        return dummy.next
diff --git a/leetcode/.example/reverse_linked_list_ii/tests.py b/leetcode/.example/reverse_linked_list_ii/tests.py
new file mode 100644
index 0000000..23eb3b7
--- /dev/null
+++ b/leetcode/.example/reverse_linked_list_ii/tests.py
@@ -0,0 +1,31 @@
+import pytest
+from loguru import logger
+
+from leetcode_py.list_node import ListNode
+from leetcode_py.test_utils import logged_test
+
+from .solution import Solution
+
+
+class TestReverseLinkedListII:
+    def setup_method(self):
+        self.solution = Solution()
+
+    @pytest.mark.parametrize(
+        "head_list, left, right, expected_list",
+        [
+            ([1, 2, 3, 4, 5], 2, 4, [1, 4, 3, 2, 5]),
+            ([5], 1, 1, [5]),
+            ([1, 2, 3], 1, 3, [3, 2, 1]),
+        ],
+    )
+    @logged_test
+    def test_reverse_between(
+        self, head_list: list[int], left: int, right: int, expected_list: list[int]
+    ):
+        logger.info(f"Testing with head_list={head_list}, left={left}, right={right}")
+        head = ListNode.from_list(head_list)
+        expected = ListNode.from_list(expected_list)
+        result = self.solution.reverse_between(head, left, right)
+        logger.success(f"Got result: {result.to_list() if result else []}")
+        assert result == expected
diff --git a/leetcode/invert_binary_tree/solution.py b/leetcode/invert_binary_tree/solution.py
deleted file mode 100644
index 46609ef..0000000
--- a/leetcode/invert_binary_tree/solution.py
+++ /dev/null
@@ -1,9 +0,0 @@
-from leetcode_py.tree_node import TreeNode
-
-
-class Solution:
-    # Time: O(?)
-    # Space: O(?)
-    def invert_tree(self, root: TreeNode | None) -> TreeNode | None:
-        # TODO: Implement solution
-        return None  # type: ignore
diff --git a/leetcode_py/list_node.py b/leetcode_py/list_node.py
index 52f56fc..6759952 100644
--- a/leetcode_py/list_node.py
+++ b/leetcode_py/list_node.py
@@ -27,3 +27,11 @@ def __str__(self) -> str:
 
     def __repr__(self) -> str:
         return f"{self.__class__.__name__}({self.to_list()})"
+
+    def _repr_html_(self) -> str:
+        return self.__str__()
+
+    def __eq__(self, other: object) -> bool:
+        if not isinstance(other, ListNode):
+            return False
+        return self.to_list() == other.to_list()

From 63067e10121312c7c5e0fea9d1c5a3599afdfd7a Mon Sep 17 00:00:00 2001
From: Wisaroot Lertthaweedech <l.wisaroot@gmail.com>
Date: Sat, 30 Aug 2025 15:56:21 +0700
Subject: [PATCH 03/15] feat: update plan

---
 .amazonq/plan/cookiecutter-template-plan.md   | 13 ++++++
 .amazonq/rules/template-modification-rules.md | 46 +++++++++++++++++++
 2 files changed, 59 insertions(+)
 create mode 100644 .amazonq/rules/template-modification-rules.md

diff --git a/.amazonq/plan/cookiecutter-template-plan.md b/.amazonq/plan/cookiecutter-template-plan.md
index 00a8538..9354a53 100644
--- a/.amazonq/plan/cookiecutter-template-plan.md
+++ b/.amazonq/plan/cookiecutter-template-plan.md
@@ -200,4 +200,17 @@
 - **Multi-problem testing** ensures template generalization
 - **Explicit file comparison** documents exact requirements
 
+## Critical Rule: Reference Directory Protection
+
+**NEVER modify these reference directories:**
+
+- `.templates/leetcode/.example/` - Template reference examples
+- `leetcode/.example/` - Generated file reference examples
+
+**ONLY modify the actual template directory:**
+
+- `.templates/leetcode/{{cookiecutter.question_name}}/` - The actual cookiecutter template
+
+**Workflow**: Modify template → Generate (`make q-gen`) → Compare vs reference (`make q-validate`)
+
 This plan ensures the template generates files that exactly match `leetcode/.example/` while maintaining the robust generation process described in the rules.
diff --git a/.amazonq/rules/template-modification-rules.md b/.amazonq/rules/template-modification-rules.md
new file mode 100644
index 0000000..bb318e5
--- /dev/null
+++ b/.amazonq/rules/template-modification-rules.md
@@ -0,0 +1,46 @@
+# Template Modification Rules
+
+## Critical: Do NOT Modify Reference Directories
+
+**NEVER modify these reference directories:**
+
+- `.templates/leetcode/.example/` - Template reference examples
+- `leetcode/.example/` - Generated file reference examples
+
+These are reference implementations that show what the final generated files should look like.
+
+## Only Modify Template Source
+
+**ONLY modify the actual template directory:**
+
+- `.templates/leetcode/{{cookiecutter.question_name}}/` - The actual cookiecutter template
+
+## Workflow
+
+1. **Modify**: Only `.templates/leetcode/{{cookiecutter.question_name}}/` files
+2. **Generate**: `make q-gen QUESTION=name` → creates files in `leetcode/name/`
+3. **Compare**: Generated `leetcode/name/` vs reference `leetcode/.example/name/`
+4. **Validate**: `make q-validate QUESTION=name`
+
+## Template Structure
+
+```
+.templates/leetcode/
+├── {{cookiecutter.question_name}}/     ← MODIFY THESE FILES
+│   ├── __init__.py
+│   ├── solution.py
+│   ├── tests.py
+│   ├── README.md
+│   └── playground.ipynb
+├── cookiecutter.json                   ← MODIFY THIS CONFIG
+└── gen.py                             ← MODIFY IF NEEDED
+```
+
+## Reference Structure (DO NOT MODIFY)
+
+```
+.templates/leetcode/.example/           ← DO NOT MODIFY
+leetcode/.example/                      ← DO NOT MODIFY
+```
+
+This ensures template changes are properly tested against stable reference implementations.

From 203b144ac5c23e8d47a36aa2131e76e049aedd22 Mon Sep 17 00:00:00 2001
From: Wisaroot Lertthaweedech <l.wisaroot@gmail.com>
Date: Sat, 30 Aug 2025 15:57:32 +0700
Subject: [PATCH 04/15] feat: update plan

---
 .amazonq/rules/template-modification-rules.md | 46 -------------------
 1 file changed, 46 deletions(-)
 delete mode 100644 .amazonq/rules/template-modification-rules.md

diff --git a/.amazonq/rules/template-modification-rules.md b/.amazonq/rules/template-modification-rules.md
deleted file mode 100644
index bb318e5..0000000
--- a/.amazonq/rules/template-modification-rules.md
+++ /dev/null
@@ -1,46 +0,0 @@
-# Template Modification Rules
-
-## Critical: Do NOT Modify Reference Directories
-
-**NEVER modify these reference directories:**
-
-- `.templates/leetcode/.example/` - Template reference examples
-- `leetcode/.example/` - Generated file reference examples
-
-These are reference implementations that show what the final generated files should look like.
-
-## Only Modify Template Source
-
-**ONLY modify the actual template directory:**
-
-- `.templates/leetcode/{{cookiecutter.question_name}}/` - The actual cookiecutter template
-
-## Workflow
-
-1. **Modify**: Only `.templates/leetcode/{{cookiecutter.question_name}}/` files
-2. **Generate**: `make q-gen QUESTION=name` → creates files in `leetcode/name/`
-3. **Compare**: Generated `leetcode/name/` vs reference `leetcode/.example/name/`
-4. **Validate**: `make q-validate QUESTION=name`
-
-## Template Structure
-
-```
-.templates/leetcode/
-├── {{cookiecutter.question_name}}/     ← MODIFY THESE FILES
-│   ├── __init__.py
-│   ├── solution.py
-│   ├── tests.py
-│   ├── README.md
-│   └── playground.ipynb
-├── cookiecutter.json                   ← MODIFY THIS CONFIG
-└── gen.py                             ← MODIFY IF NEEDED
-```
-
-## Reference Structure (DO NOT MODIFY)
-
-```
-.templates/leetcode/.example/           ← DO NOT MODIFY
-leetcode/.example/                      ← DO NOT MODIFY
-```
-
-This ensures template changes are properly tested against stable reference implementations.

From fda86af5a7ed02add7cfd5d987f5c12f49328fae Mon Sep 17 00:00:00 2001
From: Wisaroot Lertthaweedech <l.wisaroot@gmail.com>
Date: Sat, 30 Aug 2025 16:04:27 +0700
Subject: [PATCH 05/15] feat: update plan

---
 .amazonq/plan/compare_template_files.py     |  9 +++--
 .amazonq/plan/cookiecutter-template-plan.md | 42 ++++++++++++---------
 2 files changed, 30 insertions(+), 21 deletions(-)

diff --git a/.amazonq/plan/compare_template_files.py b/.amazonq/plan/compare_template_files.py
index c05aa78..d86de76 100644
--- a/.amazonq/plan/compare_template_files.py
+++ b/.amazonq/plan/compare_template_files.py
@@ -3,7 +3,6 @@
 
 import difflib
 from pathlib import Path
-from typing import Literal
 
 import typer
 
@@ -48,12 +47,14 @@ def compare_files(file1: Path, file2: Path, label1: str, label2: str) -> bool:
 
 
 def main(
-    mode: Literal["template", "generated"] = typer.Argument(
-        help="Compare template files or generated files"
-    ),
+    mode: str = typer.Argument(help="Compare template files or generated files (template|generated)"),
     question: str = typer.Option("invert_binary_tree", help="Question name for comparison"),
 ):
     """Compare files for template validation."""
+    if mode not in ["template", "generated"]:
+        print(f"❌ ERROR: Invalid mode '{mode}'. Use 'template' or 'generated'")
+        return
+
     base_dir = Path(__file__).parent.parent.parent
 
     files_to_compare = ["solution.py", "tests.py", "README.md", "playground.ipynb", "__init__.py"]
diff --git a/.amazonq/plan/cookiecutter-template-plan.md b/.amazonq/plan/cookiecutter-template-plan.md
index 9354a53..8e03128 100644
--- a/.amazonq/plan/cookiecutter-template-plan.md
+++ b/.amazonq/plan/cookiecutter-template-plan.md
@@ -1,5 +1,27 @@
 # Cookiecutter Template Modernization Plan
 
+## TASK PURPOSE & CRITICAL RULES
+
+**PURPOSE:** Update the cookiecutter template to generate files that exactly match the reference structure in `.templates/leetcode/.example/{{cookiecutter.question_name}}/`
+
+**REFERENCE DIRECTORIES (NEVER MODIFY - THESE ARE EXAMPLES):**
+
+- `.templates/leetcode/.example/{{cookiecutter.question_name}}/` - Shows what the template SHOULD generate
+- `leetcode/.example/` - Generated file examples for comparison
+
+**ACTUAL TEMPLATE DIRECTORY (MODIFY THIS):**
+
+- `.templates/leetcode/{{cookiecutter.question_name}}/` - The cookiecutter template files to update
+
+**WORKFLOW:**
+
+1. Look at `.templates/leetcode/.example/{{cookiecutter.question_name}}/` to see target structure
+2. Modify `.templates/leetcode/{{cookiecutter.question_name}}/` to match the reference
+3. Generate with `make q-gen`
+4. Compare generated files vs reference with `make q-validate`
+
+**ERROR PREVENTION:** The template directory does NOT have `.example` in the path!
+
 ## Analysis Summary
 
 **Target Structure**: `leetcode/.example/` contains the reference implementation
@@ -14,10 +36,9 @@
 
 ### 0. Explicit File Content Analysis
 
-- **Tool**: `.amazonq/plan/compare_template_files.py` (reusable comparison script)
+- **Tool**: `.amazonq/plan/compare_template_files.py` (already exists - no need to implement)
 - **Usage**:
-    - `python .amazonq/plan/compare_template_files.py template` - Compare reference vs template source
-    - `python .amazonq/plan/compare_template_files.py generated` - Compare reference vs generated files
+    - `poetry run python .amazonq/plan/compare_template_files.py generated --question=QUESTION_NAME` - Compare generated files vs reference
 - **Analysis**: Line-by-line diff of all file types
 - **Document**: Exact differences and required changes
 - **Verify**: Template variables handle all variations
@@ -104,7 +125,7 @@
 - **Usage**:
     ```bash
     # Validate current template generates correct files
-    python .amazonq/plan/compare_template_files.py generated --question=invert_binary_tree
+    poetry run python .amazonq/plan/compare_template_files.py generated --question=invert_binary_tree
     ```
 - **Makefile**: `make q-validate QUESTION=name` (implemented)
 - **Test**: Template regression testing
@@ -200,17 +221,4 @@
 - **Multi-problem testing** ensures template generalization
 - **Explicit file comparison** documents exact requirements
 
-## Critical Rule: Reference Directory Protection
-
-**NEVER modify these reference directories:**
-
-- `.templates/leetcode/.example/` - Template reference examples
-- `leetcode/.example/` - Generated file reference examples
-
-**ONLY modify the actual template directory:**
-
-- `.templates/leetcode/{{cookiecutter.question_name}}/` - The actual cookiecutter template
-
-**Workflow**: Modify template → Generate (`make q-gen`) → Compare vs reference (`make q-validate`)
-
 This plan ensures the template generates files that exactly match `leetcode/.example/` while maintaining the robust generation process described in the rules.

From 1ef67fa24fcd5f5ef8c1b09f5a0d8fd3f9264f4b Mon Sep 17 00:00:00 2001
From: Wisaroot Lertthaweedech <l.wisaroot@gmail.com>
Date: Sat, 30 Aug 2025 17:05:59 +0700
Subject: [PATCH 06/15] feat: implemented cookiecutter template

---
 .../leetcode/.example/examples/basic.json5    | 53 -------------
 .../leetcode/.example/examples/tree.json5     | 51 ------------
 .../solution.py                               |  8 --
 .../leetcode/.prompt/invert_binary_tree.md    | 54 -------------
 .../.prompt/reverse_linked_list_ii.md         | 49 ------------
 .../leetcode/{.example => }/cookiecutter.json |  1 +
 .templates/leetcode/examples/README.md        | 77 +++++++++++++++++++
 .templates/leetcode/examples/basic.json5      | 63 +++++++++++++++
 .../leetcode/examples/linked_list.json5       | 64 +++++++++++++++
 .templates/leetcode/examples/matrix.json5     | 63 +++++++++++++++
 .templates/leetcode/examples/string.json5     | 65 ++++++++++++++++
 .templates/leetcode/examples/tree.json5       | 65 ++++++++++++++++
 .templates/leetcode/gen.py                    | 30 ++++++--
 .../json/invert_binary_tree.json              |  9 ++-
 .../json/reverse_linked_list_ii.json          |  9 ++-
 .../{{cookiecutter.question_name}}/README.md  |  0
 .../__init__.py                               |  0
 .../playground.ipynb                          | 13 +---
 .../solution.py                               |  9 +++
 .../{{cookiecutter.question_name}}/tests.py   | 10 ++-
 Makefile                                      |  7 +-
 .../invert_binary_tree/README.md              |  0
 .../__init__.py                               |  0
 .../invert_binary_tree/playground.ipynb       |  0
 .../invert_binary_tree/solution.py            |  4 +-
 .../invert_binary_tree/tests.py               |  0
 .../reverse_linked_list_ii/README.md          |  0
 leetcode/reverse_linked_list_ii/__init__.py   |  0
 .../reverse_linked_list_ii/playground.ipynb   | 12 +--
 .../reverse_linked_list_ii/solution.py        |  4 +-
 .../reverse_linked_list_ii/tests.py           |  0
 31 files changed, 464 insertions(+), 256 deletions(-)
 delete mode 100644 .templates/leetcode/.example/examples/basic.json5
 delete mode 100644 .templates/leetcode/.example/examples/tree.json5
 delete mode 100644 .templates/leetcode/.example/{{cookiecutter.question_name}}/solution.py
 delete mode 100644 .templates/leetcode/.prompt/invert_binary_tree.md
 delete mode 100644 .templates/leetcode/.prompt/reverse_linked_list_ii.md
 rename .templates/leetcode/{.example => }/cookiecutter.json (98%)
 create mode 100644 .templates/leetcode/examples/README.md
 create mode 100644 .templates/leetcode/examples/basic.json5
 create mode 100644 .templates/leetcode/examples/linked_list.json5
 create mode 100644 .templates/leetcode/examples/matrix.json5
 create mode 100644 .templates/leetcode/examples/string.json5
 create mode 100644 .templates/leetcode/examples/tree.json5
 rename .templates/leetcode/{.example => }/json/invert_binary_tree.json (83%)
 rename .templates/leetcode/{.example => }/json/reverse_linked_list_ii.json (85%)
 rename .templates/leetcode/{.example => }/{{cookiecutter.question_name}}/README.md (100%)
 rename {leetcode/.example/invert_binary_tree => .templates/leetcode/{{cookiecutter.question_name}}}/__init__.py (100%)
 rename .templates/leetcode/{.example => }/{{cookiecutter.question_name}}/playground.ipynb (85%)
 create mode 100644 .templates/leetcode/{{cookiecutter.question_name}}/solution.py
 rename .templates/leetcode/{.example => }/{{cookiecutter.question_name}}/tests.py (90%)
 rename leetcode/{.example => }/invert_binary_tree/README.md (100%)
 rename leetcode/{.example/reverse_linked_list_ii => invert_binary_tree}/__init__.py (100%)
 rename leetcode/{.example => }/invert_binary_tree/playground.ipynb (100%)
 rename leetcode/{.example => }/invert_binary_tree/solution.py (90%)
 rename leetcode/{.example => }/invert_binary_tree/tests.py (100%)
 rename leetcode/{.example => }/reverse_linked_list_ii/README.md (100%)
 create mode 100644 leetcode/reverse_linked_list_ii/__init__.py
 rename leetcode/{.example => }/reverse_linked_list_ii/playground.ipynb (91%)
 rename leetcode/{.example => }/reverse_linked_list_ii/solution.py (95%)
 rename leetcode/{.example => }/reverse_linked_list_ii/tests.py (100%)

diff --git a/.templates/leetcode/.example/examples/basic.json5 b/.templates/leetcode/.example/examples/basic.json5
deleted file mode 100644
index 308d728..0000000
--- a/.templates/leetcode/.example/examples/basic.json5
+++ /dev/null
@@ -1,53 +0,0 @@
-{
-    // Basic problem info
-    question_name: "two_sum", // snake_case folder name
-    class_name: "TwoSum", // PascalCase class name
-    method_name: "two_sum", // snake_case method name
-    problem_number: "1", // LeetCode problem number
-    problem_title: "Two Sum", // Display title
-    difficulty: "Easy", // Easy/Medium/Hard
-    topics: "Array, Hash Table", // Comma-separated topics
-    tags: ["grind-75"], // Array of tags
-
-    // Problem content
-    problem_description: "Given an array of integers nums and an integer target, return indices of the two numbers such that they add up to target.",
-    examples: [
-        {
-            input: "nums = [2,7,11,15], target = 9",
-            output: "[0,1]",
-        },
-        {
-            input: "nums = [3,2,4], target = 6",
-            output: "[1,2]",
-        },
-    ],
-    constraints: "- 2 <= nums.length <= 10^4\n- -10^9 <= nums[i] <= 10^9",
-
-    // Method signature
-    parameters: "nums: list[int], target: int", // Method parameters with types
-    return_type: "list[int]", // Return type annotation
-    imports: "", // Additional imports (e.g., "from leetcode_py.tree_node import TreeNode")
-
-    // Test cases
-    test_cases: [
-        {
-            args: [[2, 7, 11, 15], 9], // Method arguments
-            expected: [0, 1], // Expected result
-        },
-        {
-            args: [[3, 2, 4], 6],
-            expected: [1, 2],
-        },
-    ],
-
-    // Test template variables (auto-generated, can be customized)
-    param_names: "nums, target, expected",
-    param_names_with_types: "nums: list[int], target: int, expected: list[int]",
-    input_description: "nums={nums}, target={target}",
-    input_params: "nums, target",
-    expected_param: "expected",
-    method_args: "nums, target",
-    test_input_setup: "nums = [2, 7, 11, 15]\ntarget = 9",
-    expected_output_setup: "expected = [0, 1]",
-    assertion_code: "assert result == expected",
-}
diff --git a/.templates/leetcode/.example/examples/tree.json5 b/.templates/leetcode/.example/examples/tree.json5
deleted file mode 100644
index bcc0cf5..0000000
--- a/.templates/leetcode/.example/examples/tree.json5
+++ /dev/null
@@ -1,51 +0,0 @@
-{
-    // Tree problem example
-    question_name: "invert_binary_tree",
-    class_name: "InvertBinaryTree",
-    method_name: "invert_tree",
-    problem_number: "226",
-    problem_title: "Invert Binary Tree",
-    difficulty: "Easy",
-    topics: "Tree, Depth-First Search, Breadth-First Search, Binary Tree",
-    tags: ["grind-75"],
-
-    problem_description: "Given the root of a binary tree, invert the tree, and return its root.",
-    examples: [
-        {
-            input: "root = [4,2,7,1,3,6,9]",
-            output: "[4,7,2,9,6,3,1]",
-        },
-        {
-            input: "root = []",
-            output: "[]",
-        },
-    ],
-    constraints: "- The number of nodes in the tree is in the range [0, 100].\n- -100 <= Node.val <= 100",
-
-    // Tree-specific configuration
-    parameters: "root: TreeNode | None",
-    return_type: "TreeNode | None",
-    imports: "from leetcode_py.tree_node import TreeNode", // Use shared TreeNode
-
-    test_cases: [
-        {
-            args: [[4, 2, 7, 1, 3, 6, 9]], // Tree as list representation
-            expected: [4, 7, 2, 9, 6, 3, 1],
-        },
-        {
-            args: [[]], // Empty tree
-            expected: [],
-        },
-    ],
-
-    // Tree-specific test setup
-    param_names: "root, expected",
-    param_names_with_types: "root: list[int], expected: list[int]",
-    input_description: "root={root}",
-    input_params: "root",
-    expected_param: "expected",
-    method_args: "root",
-    test_input_setup: "root = TreeNode.from_list([4, 2, 7, 1, 3, 6, 9])",
-    expected_output_setup: "expected = [4, 7, 2, 9, 6, 3, 1]",
-    assertion_code: "assert result == expected",
-}
diff --git a/.templates/leetcode/.example/{{cookiecutter.question_name}}/solution.py b/.templates/leetcode/.example/{{cookiecutter.question_name}}/solution.py
deleted file mode 100644
index 3835f7d..0000000
--- a/.templates/leetcode/.example/{{cookiecutter.question_name}}/solution.py
+++ /dev/null
@@ -1,8 +0,0 @@
-{{cookiecutter.imports}}
-
-class Solution:
-    # Time: O(?)
-    # Space: O(?)
-    def {{cookiecutter.method_name}}(self, {{cookiecutter.parameters}}) -> {{cookiecutter.return_type}}:
-        # TODO: Implement solution
-        {% if cookiecutter.return_type == 'bool' %}return False{% elif cookiecutter.return_type == 'int' %}return 0{% elif cookiecutter.return_type == 'str' %}return ""{% elif cookiecutter.return_type == 'float' %}return 0.0{% elif cookiecutter.return_type.startswith('list[') %}return []{% elif cookiecutter.return_type.startswith('dict[') %}return {}{% elif cookiecutter.return_type.startswith('set[') %}return set(){% elif cookiecutter.return_type.startswith('tuple[') %}return (){% elif cookiecutter.return_type == 'None' %}return None{% else %}return None {% endif %}
diff --git a/.templates/leetcode/.prompt/invert_binary_tree.md b/.templates/leetcode/.prompt/invert_binary_tree.md
deleted file mode 100644
index 27c00e6..0000000
--- a/.templates/leetcode/.prompt/invert_binary_tree.md
+++ /dev/null
@@ -1,54 +0,0 @@
-226. Invert Binary Tree
-     Solved
-     Easy
-     Topics
-     premium lock icon
-     Companies
-     Given the root of a binary tree, invert the tree, and return its root.
-
-Example 1:
-
-Input: root = [4,2,7,1,3,6,9]
-Output: [4,7,2,9,6,3,1]
-Example 2:
-
-Input: root = [2,1,3]
-Output: [2,3,1]
-Example 3:
-
-Input: root = []
-Output: []
-
-Constraints:
-
-The number of nodes in the tree is in the range [0, 100].
--100 <= Node.val <= 100
-
-Seen this question in a real interview before?
-1/5
-Yes
-No
-Accepted
-2,730,296/3.4M
-Acceptance Rate
-79.3%
-Topics
-Tree
-Depth-First Search
-Breadth-First Search
-Binary Tree
-
-# Definition for a binary tree node.
-
-# class TreeNode:
-
-# def **init**(self, val=0, left=None, right=None):
-
-# self.val = val
-
-# self.left = left
-
-# self.right = right
-
-class Solution:
-def invertTree(self, root: Optional[TreeNode]) -> Optional[TreeNode]:
diff --git a/.templates/leetcode/.prompt/reverse_linked_list_ii.md b/.templates/leetcode/.prompt/reverse_linked_list_ii.md
deleted file mode 100644
index 2edcbe2..0000000
--- a/.templates/leetcode/.prompt/reverse_linked_list_ii.md
+++ /dev/null
@@ -1,49 +0,0 @@
-92. Reverse Linked List II
-    Solved
-    Medium
-    Topics
-    premium lock icon
-    Companies
-    Given the head of a singly linked list and two integers left and right where left <= right, reverse the nodes of the list from position left to position right, and return the reversed list.
-
-Example 1:
-
-Input: head = [1,2,3,4,5], left = 2, right = 4
-Output: [1,4,3,2,5]
-Example 2:
-
-Input: head = [5], left = 1, right = 1
-Output: [5]
-
-Constraints:
-
-The number of nodes in the list is n.
-1 <= n <= 500
--500 <= Node.val <= 500
-1 <= left <= right <= n
-
-Follow up: Could you do it in one pass?
-
-Seen this question in a real interview before?
-1/5
-Yes
-No
-Accepted
-1,153,915/2.3M
-Acceptance Rate
-50.0%
-Topics
-Linked List
-
-# Definition for singly-linked list.
-
-# class ListNode:
-
-# def **init**(self, val=0, next=None):
-
-# self.val = val
-
-# self.next = next
-
-class Solution:
-def reverseBetween(self, head: Optional[ListNode], left: int, right: int) -> Optional[ListNode]:
diff --git a/.templates/leetcode/.example/cookiecutter.json b/.templates/leetcode/cookiecutter.json
similarity index 98%
rename from .templates/leetcode/.example/cookiecutter.json
rename to .templates/leetcode/cookiecutter.json
index 16a57d6..074e0c1 100644
--- a/.templates/leetcode/.example/cookiecutter.json
+++ b/.templates/leetcode/cookiecutter.json
@@ -18,6 +18,7 @@
     "constraints": "- 2 <= nums.length <= 10^4\n- -10^9 <= nums[i] <= 10^9\n- -10^9 <= target <= 10^9\n- Only one valid answer exists.",
     "parameters": "nums: list[int], target: int",
     "return_type": "list[int]",
+    "dummy_return": "[]",
     "imports": "",
     "test_setup": "",
     "test_logging": "",
diff --git a/.templates/leetcode/examples/README.md b/.templates/leetcode/examples/README.md
new file mode 100644
index 0000000..1c8c794
--- /dev/null
+++ b/.templates/leetcode/examples/README.md
@@ -0,0 +1,77 @@
+# LeetCode Problem Template Examples
+
+These JSON5 files serve as reference templates for creating new LeetCode problems. Each template is designed to help LLMs parse raw problem text from leetcode.com into the correct JSON format.
+
+## Template Types
+
+### 1. `basic.json5` - Array/Number Problems
+
+- **Use for**: Array manipulation, hash table, basic algorithms
+- **Examples**: Two Sum, Contains Duplicate, Product of Array Except Self
+- **Key features**: Simple parameters, basic return types, no special imports
+
+### 2. `tree.json5` - Binary Tree Problems
+
+- **Use for**: Binary tree traversal, tree manipulation, tree construction
+- **Examples**: Invert Binary Tree, Maximum Depth, Validate BST
+- **Key features**: TreeNode import, array-to-tree conversion, tree-specific logging
+
+### 3. `linked_list.json5` - Linked List Problems
+
+- **Use for**: Singly linked list manipulation, list reversal, merging
+- **Examples**: Reverse Linked List, Merge Two Lists, Remove Nth Node
+- **Key features**: ListNode import, array-to-list conversion, multiple parameters
+
+### 4. `string.json5` - String Problems
+
+- **Use for**: String manipulation, validation, parsing
+- **Examples**: Valid Parentheses, Longest Substring, Palindrome Check
+- **Key features**: String parameters, boolean returns, validation patterns
+
+### 5. `matrix.json5` - 2D Array/Matrix Problems
+
+- **Use for**: Matrix operations, 2D array manipulation, grid problems
+- **Examples**: Rotate Image, Spiral Matrix, Set Matrix Zeroes
+- **Key features**: 2D list types, in-place modifications, deep copy for testing
+
+## Usage Instructions
+
+1. **Choose the appropriate template** based on the problem's primary data structure
+2. **Copy the template structure** and fill in the specific problem details
+3. **Follow the comments** for guidance on each field
+4. **Use modern Python syntax** (e.g., `list[int]` instead of `List[int]`)
+5. **Test the generated JSON** with `make q-gen QUESTION=your_problem`
+
+## Key Conventions
+
+- **Naming**: Use snake_case for `question_name` and `method_name`, PascalCase for `class_name`
+- **Types**: Use modern Python type hints (`list[int]`, `TreeNode | None`)
+- **Parameters**: Match the exact parameter names from the LeetCode method signature
+- **Test Cases**: Use the same data format as the examples (arrays for trees/lists)
+- **Imports**: Only include necessary imports (`TreeNode`, `ListNode`, etc.)
+
+## Common Patterns
+
+### Return Types & Dummy Returns
+
+- `bool` → `"False"`
+- `int` → `"0"`
+- `str` → `"\"\""`
+- `list[int]` → `"[]"`
+- `TreeNode | None` → `"None"`
+- `ListNode | None` → `"None"`
+
+### Test Parameter Naming
+
+- **Basic problems**: `param1, param2, expected`
+- **Tree problems**: `root_list, expected_list` (converts arrays to TreeNode)
+- **Linked List problems**: `head_list, param2, expected_list` (converts arrays to ListNode)
+
+### Test Setup Patterns
+
+- **Basic**: No setup needed (`""`)
+- **Tree**: `"root = TreeNode.from_list(root_list)\\nexpected = TreeNode.from_list(expected_list)"`
+- **Linked List**: `"head = ListNode.from_list(head_list)\\nexpected = ListNode.from_list(expected_list)"`
+- **Matrix (in-place)**: `"import copy\\noriginal_matrix = copy.deepcopy(matrix)"`
+
+These templates ensure consistency and proper integration with the existing test framework and validation system.
diff --git a/.templates/leetcode/examples/basic.json5 b/.templates/leetcode/examples/basic.json5
new file mode 100644
index 0000000..ade504a
--- /dev/null
+++ b/.templates/leetcode/examples/basic.json5
@@ -0,0 +1,63 @@
+{
+  // Basic problem template for array/string/number problems
+  // Copy this structure when creating new basic problems
+
+  // REQUIRED: Core identifiers (snake_case for question_name, PascalCase for class_name)
+  "question_name": "two_sum",           // Snake case from problem title
+  "class_name": "TwoSum",               // PascalCase version
+  "method_name": "two_sum",             // Snake case method name
+
+  // REQUIRED: Problem metadata (copy directly from LeetCode)
+  "problem_number": "1",                // String number from URL
+  "problem_title": "Two Sum",           // Exact title from LeetCode
+  "difficulty": "Easy",                 // Easy|Medium|Hard
+  "topics": "Array, Hash Table",        // Comma-separated from LeetCode tags
+
+  // OPTIONAL: Problem categorization tags
+  "tags": ["grind-75"],                 // Popular lists: grind-75, blind-75, neetcode-150, top-interview
+
+  // REQUIRED: Problem description (copy full description from LeetCode)
+  "problem_description": "Given an array of integers nums and an integer target, return indices of the two numbers such that they add up to target.",
+
+  // REQUIRED: Examples (copy from LeetCode, keep input/output as strings)
+  "examples": [
+    { "input": "nums = [2,7,11,15], target = 9", "output": "[0,1]" },
+    { "input": "nums = [3,2,4], target = 6", "output": "[1,2]" },
+    { "input": "nums = [3,3], target = 6", "output": "[0,1]" }
+  ],
+
+  // REQUIRED: Constraints (copy exactly from LeetCode with \n for line breaks)
+  "constraints": "- 2 <= nums.length <= 10^4\n- -10^9 <= nums[i] <= 10^9\n- -10^9 <= target <= 10^9\n- Only one valid answer exists.",
+
+  // REQUIRED: Method signature components
+  "parameters": "nums: list[int], target: int",    // Modern Python type hints
+  "return_type": "list[int]",                      // Return type with modern syntax
+  "dummy_return": "[]",                            // Default return for TODO implementation
+
+  // REQUIRED: Import statements (empty for basic problems, specify for TreeNode/ListNode)
+  "imports": "",
+
+  // REQUIRED: Test configuration
+  "test_cases": [
+    { "args": [[2, 7, 11, 15], 9], "expected": [0, 1] },
+    { "args": [[3, 2, 4], 6], "expected": [1, 2] },
+    { "args": [[3, 3], 6], "expected": [0, 1] }
+  ],
+
+  // REQUIRED: Test method parameters (use expected, not expected_list for basic problems)
+  "param_names": "nums, target, expected",
+  "param_names_with_types": "nums: list[int], target: int, expected: list[int]",
+
+  // REQUIRED: Test setup and logging
+  "input_description": "nums={nums}, target={target}",
+  "input_params": "nums, target",
+  "expected_param": "expected",
+  "method_args": "nums, target",
+  "test_setup": "",                                // Empty for basic problems
+  "test_logging": "",                              // Empty for default logging
+  "assertion_code": "assert result == expected",
+
+  // REQUIRED: Notebook setup
+  "test_input_setup": "# Example test case\nnums = [2, 7, 11, 15]\ntarget = 9",
+  "expected_output_setup": "expected = [0, 1]"
+}
diff --git a/.templates/leetcode/examples/linked_list.json5 b/.templates/leetcode/examples/linked_list.json5
new file mode 100644
index 0000000..e6d954b
--- /dev/null
+++ b/.templates/leetcode/examples/linked_list.json5
@@ -0,0 +1,64 @@
+{
+  // Linked List problem template for ListNode problems
+  // Use this for problems involving singly linked lists
+
+  // REQUIRED: Core identifiers
+  "question_name": "reverse_linked_list_ii",   // Snake case from problem title
+  "class_name": "ReverseLinkedListII",         // PascalCase version
+  "method_name": "reverse_between",            // Method name from problem (often different from title)
+
+  // REQUIRED: Problem metadata
+  "problem_number": "92",                      // String number from LeetCode URL
+  "problem_title": "Reverse Linked List II",  // Exact title from LeetCode
+  "difficulty": "Medium",                      // Easy|Medium|Hard
+  "topics": "Linked List",                     // From LeetCode tags
+
+  // OPTIONAL: Problem categorization
+  "tags": [],                                  // Add if part of popular lists
+
+  // REQUIRED: Problem description
+  "problem_description": "Given the head of a singly linked list and two integers left and right where left <= right, reverse the nodes of the list from position left to position right, and return the reversed list.",
+
+  // REQUIRED: Examples (linked list problems show array representation)
+  "examples": [
+    { "input": "head = [1,2,3,4,5], left = 2, right = 4", "output": "[1,4,3,2,5]" },
+    { "input": "head = [5], left = 1, right = 1", "output": "[5]" }
+  ],
+
+  // REQUIRED: Constraints
+  "constraints": "- The number of nodes in the list is n.\n- 1 <= n <= 500\n- -500 <= Node.val <= 500\n- 1 <= left <= right <= n",
+
+  // REQUIRED: Method signature (ListNode | None for nullable, multiple parameters common)
+  "parameters": "head: ListNode | None, left: int, right: int",
+  "return_type": "ListNode | None",
+  "dummy_return": "None",
+
+  // REQUIRED: ListNode import for linked list problems
+  "imports": "from leetcode_py.list_node import ListNode",
+
+  // REQUIRED: Test cases (use array representation, multiple args common)
+  "test_cases": [
+    { "args": [[1, 2, 3, 4, 5], 2, 4], "expected": [1, 4, 3, 2, 5] },
+    { "args": [[5], 1, 1], "expected": [5] },
+    { "args": [[1, 2, 3], 1, 3], "expected": [3, 2, 1] }
+  ],
+
+  // REQUIRED: Test parameters (use expected_list for linked list problems)
+  "param_names": "head_list, left, right, expected_list",
+  "param_names_with_types": "head_list: list[int], left: int, right: int, expected_list: list[int]",
+
+  // REQUIRED: Test configuration for linked list problems
+  "input_description": "head_list={head_list}, left={left}, right={right}",
+  "input_params": "head, left, right",      // Actual parameters passed to method
+  "expected_param": "expected",             // ListNode object for assertion
+  "method_args": "head, left, right",
+
+  // REQUIRED: Linked list specific test setup (converts arrays to ListNode objects)
+  "test_setup": "head = ListNode.from_list(head_list)\nexpected = ListNode.from_list(expected_list)",
+  "test_logging": "logger.success(f\"Got result: {result.to_list() if result else []}\")",
+  "assertion_code": "assert result == expected",
+
+  // REQUIRED: Notebook setup for linked list problems
+  "test_input_setup": "# Example test case\nhead = ListNode.from_list([1, 2, 3, 4, 5])\nleft = 2\nright = 4",
+  "expected_output_setup": "expected = ListNode.from_list([1, 4, 3, 2, 5])"
+}
diff --git a/.templates/leetcode/examples/matrix.json5 b/.templates/leetcode/examples/matrix.json5
new file mode 100644
index 0000000..f5b51ce
--- /dev/null
+++ b/.templates/leetcode/examples/matrix.json5
@@ -0,0 +1,63 @@
+{
+  // Matrix/2D Array problem template
+  // Use this for problems involving 2D arrays or matrices
+
+  // REQUIRED: Core identifiers
+  "question_name": "rotate_image",             // Snake case from problem title
+  "class_name": "RotateImage",                 // PascalCase version
+  "method_name": "rotate",                     // Method name from problem
+
+  // REQUIRED: Problem metadata
+  "problem_number": "48",                      // String number from LeetCode URL
+  "problem_title": "Rotate Image",            // Exact title from LeetCode
+  "difficulty": "Medium",                      // Easy|Medium|Hard
+  "topics": "Array, Math, Matrix",             // From LeetCode tags
+
+  // OPTIONAL: Problem categorization
+  "tags": ["grind-75"],                        // Popular algorithm lists
+
+  // REQUIRED: Problem description
+  "problem_description": "You are given an n x n 2D matrix representing an image, rotate the image by 90 degrees (clockwise).",
+
+  // REQUIRED: Examples (matrix problems show 2D array representation)
+  "examples": [
+    { "input": "matrix = [[1,2,3],[4,5,6],[7,8,9]]", "output": "[[7,4,1],[8,5,2],[9,6,3]]" },
+    { "input": "matrix = [[5,1,9,11],[2,4,8,10],[13,3,6,7],[15,14,12,16]]", "output": "[[15,13,2,5],[14,3,4,1],[12,6,8,9],[16,7,10,11]]" }
+  ],
+
+  // REQUIRED: Constraints
+  "constraints": "- n == matrix.length == matrix[i].length\n- 1 <= n <= 20\n- -1000 <= matrix[i][j] <= 1000",
+
+  // REQUIRED: Method signature (2D list type hint)
+  "parameters": "matrix: list[list[int]]",
+  "return_type": "None",                       // Many matrix problems modify in-place
+  "dummy_return": "None",
+
+  // REQUIRED: Import statements (empty for basic matrix problems)
+  "imports": "",
+
+  // REQUIRED: Test cases (2D arrays as input, None or modified matrix as expected)
+  "test_cases": [
+    { "args": [[[1,2,3],[4,5,6],[7,8,9]]], "expected": [[7,4,1],[8,5,2],[9,6,3]] },
+    { "args": [[[5,1,9,11],[2,4,8,10],[13,3,6,7],[15,14,12,16]]], "expected": [[15,13,2,5],[14,3,4,1],[12,6,8,9],[16,7,10,11]] }
+  ],
+
+  // REQUIRED: Test parameters (matrix for input, expected for result)
+  "param_names": "matrix, expected",
+  "param_names_with_types": "matrix: list[list[int]], expected: list[list[int]]",
+
+  // REQUIRED: Test configuration for matrix problems
+  "input_description": "matrix={matrix}",
+  "input_params": "matrix",
+  "expected_param": "expected",
+  "method_args": "matrix",
+
+  // REQUIRED: Matrix-specific test setup (for in-place modification problems)
+  "test_setup": "import copy\noriginal_matrix = copy.deepcopy(matrix)",
+  "test_logging": "logger.success(f\"Got result: {matrix}\")",
+  "assertion_code": "assert matrix == expected",  // Compare modified matrix
+
+  // REQUIRED: Notebook setup for matrix problems
+  "test_input_setup": "# Example test case\nmatrix = [[1,2,3],[4,5,6],[7,8,9]]",
+  "expected_output_setup": "expected = [[7,4,1],[8,5,2],[9,6,3]]"
+}
diff --git a/.templates/leetcode/examples/string.json5 b/.templates/leetcode/examples/string.json5
new file mode 100644
index 0000000..90da900
--- /dev/null
+++ b/.templates/leetcode/examples/string.json5
@@ -0,0 +1,65 @@
+{
+  // String problem template for string manipulation problems
+  // Use this for problems that primarily work with strings
+
+  // REQUIRED: Core identifiers
+  "question_name": "valid_parentheses",        // Snake case from problem title
+  "class_name": "ValidParentheses",            // PascalCase version
+  "method_name": "is_valid",                   // Method name (often is_* for boolean returns)
+
+  // REQUIRED: Problem metadata
+  "problem_number": "20",                      // String number from LeetCode URL
+  "problem_title": "Valid Parentheses",       // Exact title from LeetCode
+  "difficulty": "Easy",                        // Easy|Medium|Hard
+  "topics": "String, Stack",                   // From LeetCode tags
+
+  // OPTIONAL: Problem categorization
+  "tags": ["grind-75"],                        // Popular algorithm lists
+
+  // REQUIRED: Problem description
+  "problem_description": "Given a string s containing just the characters '(', ')', '{', '}', '[' and ']', determine if the input string is valid.",
+
+  // REQUIRED: Examples (string problems use string inputs/outputs)
+  "examples": [
+    { "input": "s = \"()\"", "output": "true" },
+    { "input": "s = \"()[]{}\"", "output": "true" },
+    { "input": "s = \"(]\"", "output": "false" }
+  ],
+
+  // REQUIRED: Constraints
+  "constraints": "- 1 <= s.length <= 10^4\n- s consists of parentheses only '()[]{}'.",
+
+  // REQUIRED: Method signature (single string parameter common)
+  "parameters": "s: str",
+  "return_type": "bool",                       // Boolean return type common for validation problems
+  "dummy_return": "False",
+
+  // REQUIRED: Import statements (empty for string problems unless using special data structures)
+  "imports": "",
+
+  // REQUIRED: Test cases (string inputs, boolean outputs)
+  "test_cases": [
+    { "args": ["()"], "expected": true },
+    { "args": ["()[]{}"], "expected": true },
+    { "args": ["(]"], "expected": false },
+    { "args": ["([)]"], "expected": false },
+    { "args": ["{[]}"], "expected": true }
+  ],
+
+  // REQUIRED: Test parameters (simple for string problems)
+  "param_names": "s, expected",
+  "param_names_with_types": "s: str, expected: bool",
+
+  // REQUIRED: Test configuration for string problems
+  "input_description": "s={s}",
+  "input_params": "s",                         // Single parameter
+  "expected_param": "expected",
+  "method_args": "s",
+  "test_setup": "",                            // No setup needed for basic string problems
+  "test_logging": "",                          // Default logging
+  "assertion_code": "assert result == expected",
+
+  // REQUIRED: Notebook setup for string problems
+  "test_input_setup": "# Example test case\ns = \"()\"",
+  "expected_output_setup": "expected = True"
+}
diff --git a/.templates/leetcode/examples/tree.json5 b/.templates/leetcode/examples/tree.json5
new file mode 100644
index 0000000..f60be9a
--- /dev/null
+++ b/.templates/leetcode/examples/tree.json5
@@ -0,0 +1,65 @@
+{
+  // Tree problem template for binary tree problems
+  // Use this for problems involving TreeNode structures
+
+  // REQUIRED: Core identifiers
+  "question_name": "invert_binary_tree",    // Snake case from problem title
+  "class_name": "InvertBinaryTree",         // PascalCase version
+  "method_name": "invert_tree",             // Snake case method name (often different from title)
+
+  // REQUIRED: Problem metadata
+  "problem_number": "226",                  // String number from LeetCode URL
+  "problem_title": "Invert Binary Tree",   // Exact title from LeetCode
+  "difficulty": "Easy",                     // Easy|Medium|Hard
+  "topics": "Tree, Depth-First Search, Breadth-First Search, Binary Tree",  // From LeetCode tags
+
+  // OPTIONAL: Problem categorization
+  "tags": ["grind-75"],                     // Popular algorithm lists
+
+  // REQUIRED: Problem description
+  "problem_description": "Given the root of a binary tree, invert the tree, and return its root.",
+
+  // REQUIRED: Examples (tree problems show array representation)
+  "examples": [
+    { "input": "root = [4,2,7,1,3,6,9]", "output": "[4,7,2,9,6,3,1]" },
+    { "input": "root = [2,1,3]", "output": "[2,3,1]" },
+    { "input": "root = []", "output": "[]" }
+  ],
+
+  // REQUIRED: Constraints
+  "constraints": "- The number of nodes in the tree is in the range [0, 100].\n- -100 <= Node.val <= 100",
+
+  // REQUIRED: Method signature (TreeNode | None for nullable tree parameters)
+  "parameters": "root: TreeNode | None",
+  "return_type": "TreeNode | None",
+  "dummy_return": "None",
+
+  // REQUIRED: TreeNode import for tree problems
+  "imports": "from leetcode_py.tree_node import TreeNode",
+
+  // REQUIRED: Test cases (use array representation for tree inputs/outputs)
+  "test_cases": [
+    { "args": [[4, 2, 7, 1, 3, 6, 9]], "expected": [4, 7, 2, 9, 6, 3, 1] },
+    { "args": [[2, 1, 3]], "expected": [2, 3, 1] },
+    { "args": [[]], "expected": [] }
+  ],
+
+  // REQUIRED: Test parameters (use expected_list for tree problems to match reference)
+  "param_names": "root_list, expected_list",
+  "param_names_with_types": "root_list: list[int | None], expected_list: list[int | None]",
+
+  // REQUIRED: Test configuration for tree problems
+  "input_description": "root_list={root_list}",
+  "input_params": "root",                   // Actual TreeNode object passed to method
+  "expected_param": "expected",             // TreeNode object for assertion
+  "method_args": "root",
+
+  // REQUIRED: Tree-specific test setup (converts arrays to TreeNode objects)
+  "test_setup": "root = TreeNode.from_list(root_list)\nexpected = TreeNode.from_list(expected_list)",
+  "test_logging": "logger.success(f\"Got result: {result.to_list() if result else []}\")",
+  "assertion_code": "assert result == expected",
+
+  // REQUIRED: Notebook setup for tree problems
+  "test_input_setup": "# Example test case\nroot = TreeNode.from_list([4, 2, 7, 1, 3, 6, 9])",
+  "expected_output_setup": "expected = TreeNode.from_list([4, 7, 2, 9, 6, 3, 1])"
+}
diff --git a/.templates/leetcode/gen.py b/.templates/leetcode/gen.py
index 365907e..9eb361c 100644
--- a/.templates/leetcode/gen.py
+++ b/.templates/leetcode/gen.py
@@ -6,10 +6,10 @@
 
 import typer
 from cookiecutter.main import cookiecutter
+import sys
 
 
 def check_and_prompt_tags(data: dict) -> dict:
-    """Check if tags are empty and prompt user for common options."""
     import sys
 
     common_tags = ["grind-75", "blind-75", "neetcode-150", "top-interview"]
@@ -50,8 +50,28 @@ def check_and_prompt_tags(data: dict) -> dict:
     return data
 
 
+def auto_set_dummy_return(data: dict) -> dict:
+    if "dummy_return" not in data and "return_type" in data:
+        return_type = data["return_type"]
+        dummy_map = {"bool": "False", "int": "0", "str": '""', "float": "0.0", "None": "None"}
+
+        if return_type in dummy_map:
+            data["dummy_return"] = dummy_map[return_type]
+        elif return_type.startswith("list["):
+            data["dummy_return"] = "[]"
+        elif return_type.startswith("dict["):
+            data["dummy_return"] = "{}"
+        elif return_type.startswith("set["):
+            data["dummy_return"] = "set()"
+        elif return_type.startswith("tuple["):
+            data["dummy_return"] = "()"
+        else:
+            data["dummy_return"] = "None"
+
+    return data
+
+
 def convert_arrays_to_nested(data: dict) -> dict:
-    """Convert array fields to cookiecutter-friendly nested format."""
     extra_context = data.copy()
     array_fields = ["examples", "test_cases", "tags"]
     for field in array_fields:
@@ -62,8 +82,6 @@ def convert_arrays_to_nested(data: dict) -> dict:
 
 
 def check_overwrite_permission(question_name: str, force: bool) -> None:
-    """Check if user wants to overwrite existing problem."""
-    import sys
 
     if force:
         return
@@ -88,7 +106,6 @@ def check_overwrite_permission(question_name: str, force: bool) -> None:
 
 
 def generate_problem(json_file: str, force: bool = False) -> None:
-    """Generate LeetCode problem from JSON file."""
     json_path = Path(json_file)
     if not json_path.exists():
         typer.echo(f"Error: {json_file} not found", err=True)
@@ -101,6 +118,9 @@ def generate_problem(json_file: str, force: bool = False) -> None:
     # Check and prompt for tags if empty
     data = check_and_prompt_tags(data)
 
+    # Auto-set dummy_return if not provided
+    data = auto_set_dummy_return(data)
+
     # Save updated data back to JSON file
     with open(json_path, "w") as f:
         json.dump(data, f)
diff --git a/.templates/leetcode/.example/json/invert_binary_tree.json b/.templates/leetcode/json/invert_binary_tree.json
similarity index 83%
rename from .templates/leetcode/.example/json/invert_binary_tree.json
rename to .templates/leetcode/json/invert_binary_tree.json
index 747ed3c..d08070a 100644
--- a/.templates/leetcode/.example/json/invert_binary_tree.json
+++ b/.templates/leetcode/json/invert_binary_tree.json
@@ -16,21 +16,22 @@
     "constraints": "- The number of nodes in the tree is in the range [0, 100].\n- -100 <= Node.val <= 100",
     "parameters": "root: TreeNode | None",
     "return_type": "TreeNode | None",
+    "dummy_return": "None",
     "imports": "from leetcode_py.tree_node import TreeNode",
     "test_cases": [
         { "args": [[4, 2, 7, 1, 3, 6, 9]], "expected": [4, 7, 2, 9, 6, 3, 1] },
         { "args": [[2, 1, 3]], "expected": [2, 3, 1] },
         { "args": [[]], "expected": [] }
     ],
-    "param_names": "root_list, expected",
-    "param_names_with_types": "root_list: list[int | None], expected: list[int | None]",
+    "param_names": "root_list, expected_list",
+    "param_names_with_types": "root_list: list[int | None], expected_list: list[int | None]",
     "input_description": "root_list={root_list}",
     "input_params": "root",
     "expected_param": "expected",
     "method_args": "root",
-    "test_setup": "root = TreeNode.from_list(root_list)",
+    "test_setup": "root = TreeNode.from_list(root_list)\nexpected = TreeNode.from_list(expected_list)",
     "test_logging": "logger.success(f\"Got result: {result.to_list() if result else []}\")",
     "assertion_code": "assert result == expected",
     "test_input_setup": "# Example test case\\nroot = TreeNode.from_list([4, 2, 7, 1, 3, 6, 9])",
-    "expected_output_setup": "expected = [4, 7, 2, 9, 6, 3, 1]"
+    "expected_output_setup": "expected = TreeNode.from_list([4, 7, 2, 9, 6, 3, 1])"
 }
diff --git a/.templates/leetcode/.example/json/reverse_linked_list_ii.json b/.templates/leetcode/json/reverse_linked_list_ii.json
similarity index 85%
rename from .templates/leetcode/.example/json/reverse_linked_list_ii.json
rename to .templates/leetcode/json/reverse_linked_list_ii.json
index 8cb36a9..d19d5db 100644
--- a/.templates/leetcode/.example/json/reverse_linked_list_ii.json
+++ b/.templates/leetcode/json/reverse_linked_list_ii.json
@@ -1,5 +1,5 @@
 {
-    "assertion_code": "assert (result.to_list() if result else []) == expected",
+    "assertion_code": "assert result == expected",
     "class_name": "ReverseLinkedListII",
     "constraints": "- The number of nodes in the list is n.\n- 1 <= n <= 500\n- -500 <= Node.val <= 500\n- 1 <= left <= right <= n",
     "difficulty": "Medium",
@@ -14,14 +14,15 @@
     "input_params": "head, left, right",
     "method_args": "head, left, right",
     "method_name": "reverse_between",
-    "param_names": "head_list, left, right, expected",
-    "param_names_with_types": "head_list: list[int], left: int, right: int, expected: list[int]",
+    "param_names": "head_list, left, right, expected_list",
+    "param_names_with_types": "head_list: list[int], left: int, right: int, expected_list: list[int]",
     "parameters": "head: ListNode | None, left: int, right: int",
     "problem_description": "Given the head of a singly linked list and two integers left and right where left <= right, reverse the nodes of the list from position left to position right, and return the reversed list.",
     "problem_number": "92",
     "problem_title": "Reverse Linked List II",
     "question_name": "reverse_linked_list_ii",
     "return_type": "ListNode | None",
+    "dummy_return": "None",
     "test_cases": [
         { "args": [[1, 2, 3, 4, 5], 2, 4], "expected": [1, 4, 3, 2, 5] },
         { "args": [[5], 1, 1], "expected": [5] },
@@ -29,6 +30,6 @@
     ],
     "test_input_setup": "# Example test case\\nhead = ListNode.from_list([1, 2, 3, 4, 5])\\nleft = 2\\nright = 4",
     "test_logging": "logger.success(f\"Got result: {result.to_list() if result else []}\")",
-    "test_setup": "head = ListNode.from_list(head_list)",
+    "test_setup": "head = ListNode.from_list(head_list)\nexpected = ListNode.from_list(expected_list)",
     "topics": "Linked List"
 }
diff --git a/.templates/leetcode/.example/{{cookiecutter.question_name}}/README.md b/.templates/leetcode/{{cookiecutter.question_name}}/README.md
similarity index 100%
rename from .templates/leetcode/.example/{{cookiecutter.question_name}}/README.md
rename to .templates/leetcode/{{cookiecutter.question_name}}/README.md
diff --git a/leetcode/.example/invert_binary_tree/__init__.py b/.templates/leetcode/{{cookiecutter.question_name}}/__init__.py
similarity index 100%
rename from leetcode/.example/invert_binary_tree/__init__.py
rename to .templates/leetcode/{{cookiecutter.question_name}}/__init__.py
diff --git a/.templates/leetcode/.example/{{cookiecutter.question_name}}/playground.ipynb b/.templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb
similarity index 85%
rename from .templates/leetcode/.example/{{cookiecutter.question_name}}/playground.ipynb
rename to .templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb
index f723005..9e64e00 100644
--- a/.templates/leetcode/.example/{{cookiecutter.question_name}}/playground.ipynb
+++ b/.templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb
@@ -7,7 +7,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from solution import Solution"{%- if cookiecutter.imports %},
+    "from solution import Solution\n",{%- if cookiecutter.imports %}
     "\n",
     "{{cookiecutter.imports}}"{%- endif %}
    ]
@@ -19,7 +19,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "{{cookiecutter.test_input_setup}}"
+    "# Example test case\n",
+    "{{cookiecutter.test_input_setup.replace('# Example test case\\n', '')}}"
    ]
   },
   {
@@ -52,14 +53,6 @@
    "source": [
     "{{cookiecutter.assertion_code}}"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "8b250930",
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
diff --git a/.templates/leetcode/{{cookiecutter.question_name}}/solution.py b/.templates/leetcode/{{cookiecutter.question_name}}/solution.py
new file mode 100644
index 0000000..92302e5
--- /dev/null
+++ b/.templates/leetcode/{{cookiecutter.question_name}}/solution.py
@@ -0,0 +1,9 @@
+{{cookiecutter.imports}}
+
+
+class Solution:
+    # Time: O(?)
+    # Space: O(?)
+    def {{cookiecutter.method_name}}(self, {{cookiecutter.parameters}}) -> {{cookiecutter.return_type}}:
+        # TODO: Implement solution
+        return {{cookiecutter.dummy_return}}
diff --git a/.templates/leetcode/.example/{{cookiecutter.question_name}}/tests.py b/.templates/leetcode/{{cookiecutter.question_name}}/tests.py
similarity index 90%
rename from .templates/leetcode/.example/{{cookiecutter.question_name}}/tests.py
rename to .templates/leetcode/{{cookiecutter.question_name}}/tests.py
index 39c0b95..22a9024 100644
--- a/.templates/leetcode/.example/{{cookiecutter.question_name}}/tests.py
+++ b/.templates/leetcode/{{cookiecutter.question_name}}/tests.py
@@ -1,9 +1,11 @@
 import pytest
 from loguru import logger
-from solution import Solution
 
-from leetcode_py.test_utils import logged_test
 {{cookiecutter.imports}}
+from leetcode_py.test_utils import logged_test
+
+from .solution import Solution
+
 
 class Test{{cookiecutter.class_name}}:
     def setup_method(self):
@@ -23,7 +25,9 @@ def setup_method(self):
     def test_{{cookiecutter.method_name}}(self, {{cookiecutter.param_names_with_types}}):
         logger.info(f"Testing with {{cookiecutter.input_description}}")
         {%- if cookiecutter.test_setup %}
-        {{cookiecutter.test_setup}}
+        {%- for line in cookiecutter.test_setup.split('\n') %}
+        {{line}}
+        {%- endfor %}
         {%- endif %}
         result = self.solution.{{cookiecutter.method_name}}({{cookiecutter.input_params}})
         {%- if cookiecutter.test_logging %}
diff --git a/Makefile b/Makefile
index 4d3a2fc..12a98dc 100644
--- a/Makefile
+++ b/Makefile
@@ -1,6 +1,5 @@
 PYTHON_VERSION = 3.13
 QUESTION ?= reverse_linked_list_ii
-# QUESTION ?= invert_binary_tree
 FORCE ?= 0
 
 sync_submodules:
@@ -57,7 +56,8 @@ q-gen:
 	@echo "Generating question: $(QUESTION)"
 	poetry run python .templates/leetcode/gen.py .templates/leetcode/json/$(QUESTION).json $(if $(filter 1,$(FORCE)),--force)
 
-# Validate Question
+# Validate Question - INTERNAL USE ONLY: For cookiecutter template creation/validation
+# Do not use during normal problem solving - only for template development
 q-validate:
 	@echo "Validating question: $(QUESTION)"
 	@if [ ! -d "leetcode/$(QUESTION)" ]; then \
@@ -65,6 +65,3 @@ q-validate:
 		exit 1; \
 	fi
 	poetry run python .amazonq/plan/compare_template_files.py generated --question=$(QUESTION)
-
-dbg:
-	poetry run python generate_problem.py valid_parentheses.json
diff --git a/leetcode/.example/invert_binary_tree/README.md b/leetcode/invert_binary_tree/README.md
similarity index 100%
rename from leetcode/.example/invert_binary_tree/README.md
rename to leetcode/invert_binary_tree/README.md
diff --git a/leetcode/.example/reverse_linked_list_ii/__init__.py b/leetcode/invert_binary_tree/__init__.py
similarity index 100%
rename from leetcode/.example/reverse_linked_list_ii/__init__.py
rename to leetcode/invert_binary_tree/__init__.py
diff --git a/leetcode/.example/invert_binary_tree/playground.ipynb b/leetcode/invert_binary_tree/playground.ipynb
similarity index 100%
rename from leetcode/.example/invert_binary_tree/playground.ipynb
rename to leetcode/invert_binary_tree/playground.ipynb
diff --git a/leetcode/.example/invert_binary_tree/solution.py b/leetcode/invert_binary_tree/solution.py
similarity index 90%
rename from leetcode/.example/invert_binary_tree/solution.py
rename to leetcode/invert_binary_tree/solution.py
index fdba129..282f47a 100644
--- a/leetcode/.example/invert_binary_tree/solution.py
+++ b/leetcode/invert_binary_tree/solution.py
@@ -2,8 +2,8 @@
 
 
 class Solution:
-    # Time: O(n)
-    # Space: O(h)
+    # Time: O(?)
+    # Space: O(?)
     def invert_tree(self, root: TreeNode | None) -> TreeNode | None:
         if not root:
             return None
diff --git a/leetcode/.example/invert_binary_tree/tests.py b/leetcode/invert_binary_tree/tests.py
similarity index 100%
rename from leetcode/.example/invert_binary_tree/tests.py
rename to leetcode/invert_binary_tree/tests.py
diff --git a/leetcode/.example/reverse_linked_list_ii/README.md b/leetcode/reverse_linked_list_ii/README.md
similarity index 100%
rename from leetcode/.example/reverse_linked_list_ii/README.md
rename to leetcode/reverse_linked_list_ii/README.md
diff --git a/leetcode/reverse_linked_list_ii/__init__.py b/leetcode/reverse_linked_list_ii/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/leetcode/.example/reverse_linked_list_ii/playground.ipynb b/leetcode/reverse_linked_list_ii/playground.ipynb
similarity index 91%
rename from leetcode/.example/reverse_linked_list_ii/playground.ipynb
rename to leetcode/reverse_linked_list_ii/playground.ipynb
index 5cfc9b8..a903982 100644
--- a/leetcode/.example/reverse_linked_list_ii/playground.ipynb
+++ b/leetcode/reverse_linked_list_ii/playground.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 6,
    "id": "fc4d8c0c",
    "metadata": {},
    "outputs": [],
@@ -14,7 +14,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 7,
    "id": "ecb1908a",
    "metadata": {},
    "outputs": [],
@@ -27,7 +27,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 8,
    "id": "ccd8921e",
    "metadata": {},
    "outputs": [],
@@ -37,7 +37,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 9,
    "id": "29433b11",
    "metadata": {},
    "outputs": [
@@ -50,7 +50,7 @@
        "ListNode([1, 4, 3, 2, 5])"
       ]
      },
-     "execution_count": 4,
+     "execution_count": 9,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -62,7 +62,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 10,
    "id": "3a4e7961",
    "metadata": {},
    "outputs": [],
diff --git a/leetcode/.example/reverse_linked_list_ii/solution.py b/leetcode/reverse_linked_list_ii/solution.py
similarity index 95%
rename from leetcode/.example/reverse_linked_list_ii/solution.py
rename to leetcode/reverse_linked_list_ii/solution.py
index 4485735..6621766 100644
--- a/leetcode/.example/reverse_linked_list_ii/solution.py
+++ b/leetcode/reverse_linked_list_ii/solution.py
@@ -2,8 +2,8 @@
 
 
 class Solution:
-    # Time: O(n)
-    # Space: O(1)
+    # Time: O(?)
+    # Space: O(?)
     def reverse_between(self, head: ListNode | None, left: int, right: int) -> ListNode | None:
         if not head or left == right:
             return head
diff --git a/leetcode/.example/reverse_linked_list_ii/tests.py b/leetcode/reverse_linked_list_ii/tests.py
similarity index 100%
rename from leetcode/.example/reverse_linked_list_ii/tests.py
rename to leetcode/reverse_linked_list_ii/tests.py

From b99539848f5d936ad5991e5cbe7669aaa1635a5e Mon Sep 17 00:00:00 2001
From: Wisaroot Lertthaweedech <l.wisaroot@gmail.com>
Date: Sat, 30 Aug 2025 17:17:57 +0700
Subject: [PATCH 07/15] feat: add more questions

---
 .templates/leetcode/json/insert_interval.json | 68 ++++++++++++++++
 .../playground.ipynb                          | 12 +--
 Makefile                                      |  2 +-
 leetcode/insert_interval/README.md            | 39 ++++++++++
 leetcode/insert_interval/__init__.py          |  0
 leetcode/insert_interval/playground.ipynb     | 78 +++++++++++++++++++
 leetcode/insert_interval/solution.py          | 26 +++++++
 leetcode/insert_interval/tests.py             | 27 +++++++
 8 files changed, 245 insertions(+), 7 deletions(-)
 create mode 100644 .templates/leetcode/json/insert_interval.json
 create mode 100644 leetcode/insert_interval/README.md
 create mode 100644 leetcode/insert_interval/__init__.py
 create mode 100644 leetcode/insert_interval/playground.ipynb
 create mode 100644 leetcode/insert_interval/solution.py
 create mode 100644 leetcode/insert_interval/tests.py

diff --git a/.templates/leetcode/json/insert_interval.json b/.templates/leetcode/json/insert_interval.json
new file mode 100644
index 0000000..620f682
--- /dev/null
+++ b/.templates/leetcode/json/insert_interval.json
@@ -0,0 +1,68 @@
+{
+    "question_name": "insert_interval",
+    "class_name": "InsertInterval",
+    "method_name": "insert",
+    "problem_number": "57",
+    "problem_title": "Insert Interval",
+    "difficulty": "Medium",
+    "topics": "Array",
+    "tags": ["grind-75"],
+    "problem_description": "You are given an array of non-overlapping intervals intervals where intervals[i] = [starti, endi] represent the start and the end of the ith interval and intervals is sorted in ascending order by starti. You are also given an interval newInterval = [start, end] that represents the start and end of another interval.\n\nInsert newInterval into intervals such that intervals is still sorted in ascending order by starti and intervals still does not have any overlapping intervals (merge overlapping intervals if necessary).\n\nReturn intervals after the insertion.",
+    "examples": [
+        { "input": "intervals = [[1,3],[6,9]], newInterval = [2,5]", "output": "[[1,5],[6,9]]" },
+        {
+            "input": "intervals = [[1,2],[3,5],[6,7],[8,10],[12,16]], newInterval = [4,8]",
+            "output": "[[1,2],[3,10],[12,16]]"
+        }
+    ],
+    "constraints": "- 0 <= intervals.length <= 10^4\n- intervals[i].length == 2\n- 0 <= starti <= endi <= 10^5\n- intervals is sorted by starti in ascending order.\n- newInterval.length == 2\n- 0 <= start <= end <= 10^5",
+    "parameters": "intervals: list[list[int]], newInterval: list[int]",
+    "return_type": "list[list[int]]",
+    "dummy_return": "[]",
+    "imports": "",
+    "test_cases": [
+        {
+            "args": [
+                [
+                    [1, 3],
+                    [6, 9]
+                ],
+                [2, 5]
+            ],
+            "expected": [
+                [1, 5],
+                [6, 9]
+            ]
+        },
+        {
+            "args": [
+                [
+                    [1, 2],
+                    [3, 5],
+                    [6, 7],
+                    [8, 10],
+                    [12, 16]
+                ],
+                [4, 8]
+            ],
+            "expected": [
+                [1, 2],
+                [3, 10],
+                [12, 16]
+            ]
+        },
+        { "args": [[], [5, 7]], "expected": [[5, 7]] },
+        { "args": [[[1, 5]], [2, 3]], "expected": [[1, 5]] }
+    ],
+    "param_names": "intervals, newInterval, expected",
+    "param_names_with_types": "intervals: list[list[int]], newInterval: list[int], expected: list[list[int]]",
+    "input_description": "intervals={intervals}, newInterval={newInterval}",
+    "input_params": "intervals, newInterval",
+    "expected_param": "expected",
+    "method_args": "intervals, newInterval",
+    "test_setup": "",
+    "test_logging": "",
+    "assertion_code": "assert result == expected",
+    "test_input_setup": "# Example test case\\nintervals = [[1,3],[6,9]]\\nnewInterval = [2,5]",
+    "expected_output_setup": "expected = [[1,5],[6,9]]"
+}
diff --git a/.templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb b/.templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb
index 9e64e00..5739a8a 100644
--- a/.templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb
+++ b/.templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb
@@ -7,8 +7,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "from solution import Solution\n",{%- if cookiecutter.imports %}
-    "\n",
+    "from solution import Solution"{%- if cookiecutter.imports %},
+    "",
     "{{cookiecutter.imports}}"{%- endif %}
    ]
   },
@@ -19,8 +19,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Example test case\n",
-    "{{cookiecutter.test_input_setup.replace('# Example test case\\n', '')}}"
+    {% for line in cookiecutter.test_input_setup.split('\n') %}"{{line}}"{% if not loop.last %},
+    {% endif %}{% endfor %}
    ]
   },
   {
@@ -40,7 +40,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "result = Solution().{{cookiecutter.method_name}}({{cookiecutter.method_args}})\n",
+    "result = Solution().{{cookiecutter.method_name}}({{cookiecutter.method_args}})",
     "result"
    ]
   },
@@ -69,7 +69,7 @@
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
-   "nbconvert_exporter": "python",
+   "nbconvert_exporter": "python3",
    "pygments_lexer": "ipython3",
    "version": "3.13.7"
   }
diff --git a/Makefile b/Makefile
index 12a98dc..861ee90 100644
--- a/Makefile
+++ b/Makefile
@@ -1,5 +1,5 @@
 PYTHON_VERSION = 3.13
-QUESTION ?= reverse_linked_list_ii
+QUESTION ?= insert_interval
 FORCE ?= 0
 
 sync_submodules:
diff --git a/leetcode/insert_interval/README.md b/leetcode/insert_interval/README.md
new file mode 100644
index 0000000..ef76990
--- /dev/null
+++ b/leetcode/insert_interval/README.md
@@ -0,0 +1,39 @@
+# 57. Insert Interval
+
+**Difficulty:** Medium
+**Topics:** Array
+**Tags:** grind-75
+**LeetCode:** [Problem 57](https://leetcode.com/problems/insert-interval/description/)
+
+## Problem Description
+
+You are given an array of non-overlapping intervals intervals where intervals[i] = [starti, endi] represent the start and the end of the ith interval and intervals is sorted in ascending order by starti. You are also given an interval newInterval = [start, end] that represents the start and end of another interval.
+
+Insert newInterval into intervals such that intervals is still sorted in ascending order by starti and intervals still does not have any overlapping intervals (merge overlapping intervals if necessary).
+
+Return intervals after the insertion.
+
+## Examples
+
+### Example 1:
+
+```
+Input: intervals = [[1,3],[6,9]], newInterval = [2,5]
+Output: [[1,5],[6,9]]
+```
+
+### Example 2:
+
+```
+Input: intervals = [[1,2],[3,5],[6,7],[8,10],[12,16]], newInterval = [4,8]
+Output: [[1,2],[3,10],[12,16]]
+```
+
+## Constraints
+
+- 0 <= intervals.length <= 10^4
+- intervals[i].length == 2
+- 0 <= starti <= endi <= 10^5
+- intervals is sorted by starti in ascending order.
+- newInterval.length == 2
+- 0 <= start <= end <= 10^5
diff --git a/leetcode/insert_interval/__init__.py b/leetcode/insert_interval/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/leetcode/insert_interval/playground.ipynb b/leetcode/insert_interval/playground.ipynb
new file mode 100644
index 0000000..7ac4520
--- /dev/null
+++ b/leetcode/insert_interval/playground.ipynb
@@ -0,0 +1,78 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "fc4d8c0c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from solution import Solution"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ecb1908a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Example test case\n",
+    "intervals = [[1, 3], [6, 9]]\n",
+    "newInterval = [2, 5]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ccd8921e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "expected = [[1, 5], [6, 9]]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "29433b11",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "result = Solution().insert(intervals, newInterval)\n",
+    "result"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3a4e7961",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "assert result == expected"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "leetcode-py-py3.13",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.13.7"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/leetcode/insert_interval/solution.py b/leetcode/insert_interval/solution.py
new file mode 100644
index 0000000..adc388a
--- /dev/null
+++ b/leetcode/insert_interval/solution.py
@@ -0,0 +1,26 @@
+class Solution:
+    # Time: O(n)
+    # Space: O(n)
+    def insert(self, intervals: list[list[int]], newInterval: list[int]) -> list[list[int]]:
+        result = []
+        i = 0
+
+        # Add intervals before newInterval
+        while i < len(intervals) and intervals[i][1] < newInterval[0]:
+            result.append(intervals[i])
+            i += 1
+
+        # Merge overlapping intervals
+        while i < len(intervals) and intervals[i][0] <= newInterval[1]:
+            newInterval[0] = min(newInterval[0], intervals[i][0])
+            newInterval[1] = max(newInterval[1], intervals[i][1])
+            i += 1
+
+        result.append(newInterval)
+
+        # Add remaining intervals
+        while i < len(intervals):
+            result.append(intervals[i])
+            i += 1
+
+        return result
diff --git a/leetcode/insert_interval/tests.py b/leetcode/insert_interval/tests.py
new file mode 100644
index 0000000..ebc9be8
--- /dev/null
+++ b/leetcode/insert_interval/tests.py
@@ -0,0 +1,27 @@
+import pytest
+from loguru import logger
+
+from leetcode_py.test_utils import logged_test
+
+from .solution import Solution
+
+
+class TestInsertInterval:
+    def setup_method(self):
+        self.solution = Solution()
+
+    @pytest.mark.parametrize(
+        "intervals, newInterval, expected",
+        [
+            ([[1, 3], [6, 9]], [2, 5], [[1, 5], [6, 9]]),
+            ([[1, 2], [3, 5], [6, 7], [8, 10], [12, 16]], [4, 8], [[1, 2], [3, 10], [12, 16]]),
+            ([], [5, 7], [[5, 7]]),
+            ([[1, 5]], [2, 3], [[1, 5]]),
+        ],
+    )
+    @logged_test
+    def test_insert(self, intervals: list[list[int]], newInterval: list[int], expected: list[list[int]]):
+        logger.info(f"Testing with intervals={intervals}, newInterval={newInterval}")
+        result = self.solution.insert(intervals, newInterval)
+        logger.success(f"Got result: {result}")
+        assert result == expected

From 2e1f9f145c0af1a8150f34d5b62a939beb071c1b Mon Sep 17 00:00:00 2001
From: Wisaroot Lertthaweedech <l.wisaroot@gmail.com>
Date: Sat, 30 Aug 2025 18:14:49 +0700
Subject: [PATCH 08/15] feat: update

---
 .templates/leetcode/examples/README.md        | 102 ++++++-------
 .templates/leetcode/examples/basic.json5      |  48 +++---
 .../leetcode/examples/linked_list.json5       |  34 ++---
 .templates/leetcode/examples/matrix.json5     |  46 +++---
 .templates/leetcode/examples/string.json5     |  64 ++++----
 .templates/leetcode/examples/tree.json5       |  24 ++-
 .templates/leetcode/json/insert_interval.json |   2 +-
 .../leetcode/json/invert_binary_tree.json     |   2 +-
 .../leetcode/json/reverse_linked_list_ii.json |   2 +-
 .../playground.ipynb                          |  23 +--
 Makefile                                      |  21 ++-
 README.md                                     |  54 ++++---
 leetcode/insert_interval/playground.ipynb     |  29 ++--
 leetcode/insert_interval/solution.py          |  28 +---
 leetcode/invert_binary_tree/playground.ipynb  | 142 ++----------------
 leetcode/invert_binary_tree/solution.py       |   8 +-
 .../reverse_linked_list_ii/playground.ipynb   |  57 +++----
 leetcode/reverse_linked_list_ii/solution.py   |  25 +--
 18 files changed, 258 insertions(+), 453 deletions(-)

diff --git a/.templates/leetcode/examples/README.md b/.templates/leetcode/examples/README.md
index 1c8c794..ff9c4d5 100644
--- a/.templates/leetcode/examples/README.md
+++ b/.templates/leetcode/examples/README.md
@@ -1,77 +1,71 @@
-# LeetCode Problem Template Examples
+# LeetCode Template Examples
 
-These JSON5 files serve as reference templates for creating new LeetCode problems. Each template is designed to help LLMs parse raw problem text from leetcode.com into the correct JSON format.
+Reference templates for creating new LeetCode problems. **Copy from these examples** - don't create from scratch.
 
-## Template Types
+## Usage
 
-### 1. `basic.json5` - Array/Number Problems
+1. **Choose the right template** based on problem type
+2. **Copy the entire structure** to `.templates/leetcode/json/{question_name}.json`
+3. **Update all fields** with your problem's data
+4. **Generate**: `make q-gen QUESTION=your_question`
 
-- **Use for**: Array manipulation, hash table, basic algorithms
-- **Examples**: Two Sum, Contains Duplicate, Product of Array Except Self
-- **Key features**: Simple parameters, basic return types, no special imports
+## Templates
 
-### 2. `tree.json5` - Binary Tree Problems
+### `basic.json5`
 
-- **Use for**: Binary tree traversal, tree manipulation, tree construction
-- **Examples**: Invert Binary Tree, Maximum Depth, Validate BST
-- **Key features**: TreeNode import, array-to-tree conversion, tree-specific logging
+- **Use for**: Array, string, number, hash table problems
+- **Examples**: Two Sum, Valid Anagram, Contains Duplicate
+- **Features**: Simple parameters, direct assertions
 
-### 3. `linked_list.json5` - Linked List Problems
+### `tree.json5`
 
-- **Use for**: Singly linked list manipulation, list reversal, merging
-- **Examples**: Reverse Linked List, Merge Two Lists, Remove Nth Node
-- **Key features**: ListNode import, array-to-list conversion, multiple parameters
+- **Use for**: Binary tree problems
+- **Examples**: Invert Binary Tree, Maximum Depth, Same Tree
+- **Features**: TreeNode import, array-to-tree conversion, tree logging
 
-### 4. `string.json5` - String Problems
+### `linked_list.json5`
 
-- **Use for**: String manipulation, validation, parsing
-- **Examples**: Valid Parentheses, Longest Substring, Palindrome Check
-- **Key features**: String parameters, boolean returns, validation patterns
+- **Use for**: Linked list problems
+- **Examples**: Reverse Linked List, Merge Two Lists, Cycle Detection
+- **Features**: ListNode import, array-to-list conversion, list logging
 
-### 5. `matrix.json5` - 2D Array/Matrix Problems
+### `string.json5`
 
-- **Use for**: Matrix operations, 2D array manipulation, grid problems
-- **Examples**: Rotate Image, Spiral Matrix, Set Matrix Zeroes
-- **Key features**: 2D list types, in-place modifications, deep copy for testing
-
-## Usage Instructions
+- **Use for**: String manipulation problems
+- **Examples**: Valid Palindrome, Longest Substring, Anagrams
+- **Features**: String parameters, boolean/string returns
 
-1. **Choose the appropriate template** based on the problem's primary data structure
-2. **Copy the template structure** and fill in the specific problem details
-3. **Follow the comments** for guidance on each field
-4. **Use modern Python syntax** (e.g., `list[int]` instead of `List[int]`)
-5. **Test the generated JSON** with `make q-gen QUESTION=your_problem`
+### `matrix.json5`
 
-## Key Conventions
+- **Use for**: 2D array/matrix problems
+- **Examples**: Rotate Image, Spiral Matrix, Set Matrix Zeroes
+- **Features**: Matrix parameters, in-place operation testing
 
-- **Naming**: Use snake_case for `question_name` and `method_name`, PascalCase for `class_name`
-- **Types**: Use modern Python type hints (`list[int]`, `TreeNode | None`)
-- **Parameters**: Match the exact parameter names from the LeetCode method signature
-- **Test Cases**: Use the same data format as the examples (arrays for trees/lists)
-- **Imports**: Only include necessary imports (`TreeNode`, `ListNode`, etc.)
+## Key Fields
 
-## Common Patterns
+### Required Core Fields
 
-### Return Types & Dummy Returns
+- `question_name`, `class_name`, `method_name`
+- `problem_number`, `problem_title`, `difficulty`, `topics`
+- `problem_description`, `examples`, `constraints`
+- `parameters`, `return_type`, `dummy_return`
 
-- `bool` → `"False"`
-- `int` → `"0"`
-- `str` → `"\"\""`
-- `list[int]` → `"[]"`
-- `TreeNode | None` → `"None"`
-- `ListNode | None` → `"None"`
+### Test Configuration
 
-### Test Parameter Naming
+- `test_cases`: Array of `{args, expected}` objects
+- `param_names`: Parameter names for test methods
+- `test_setup`: Code to convert test data (e.g., arrays to TreeNode)
+- `assertion_code`: How to compare result with expected
 
-- **Basic problems**: `param1, param2, expected`
-- **Tree problems**: `root_list, expected_list` (converts arrays to TreeNode)
-- **Linked List problems**: `head_list, param2, expected_list` (converts arrays to ListNode)
+### Notebook Setup
 
-### Test Setup Patterns
+- `test_input_setup`: Code for notebook input cell
+- `expected_output_setup`: Code for notebook expected cell
+- `imports`: Required imports (TreeNode, ListNode, etc.)
 
-- **Basic**: No setup needed (`""`)
-- **Tree**: `"root = TreeNode.from_list(root_list)\\nexpected = TreeNode.from_list(expected_list)"`
-- **Linked List**: `"head = ListNode.from_list(head_list)\\nexpected = ListNode.from_list(expected_list)"`
-- **Matrix (in-place)**: `"import copy\\noriginal_matrix = copy.deepcopy(matrix)"`
+## Rules
 
-These templates ensure consistency and proper integration with the existing test framework and validation system.
+1. **Copy structure exactly** - all fields are required
+2. **Use modern Python syntax**: `list[int]`, `TreeNode | None`
+3. **Match existing patterns** - see current JSON files for reference
+4. **Test thoroughly** - run `make lint` and `make q-test` after generation
diff --git a/.templates/leetcode/examples/basic.json5 b/.templates/leetcode/examples/basic.json5
index ade504a..cbc4eec 100644
--- a/.templates/leetcode/examples/basic.json5
+++ b/.templates/leetcode/examples/basic.json5
@@ -2,59 +2,57 @@
   // Basic problem template for array/string/number problems
   // Copy this structure when creating new basic problems
 
-  // REQUIRED: Core identifiers (snake_case for question_name, PascalCase for class_name)
-  "question_name": "two_sum",           // Snake case from problem title
-  "class_name": "TwoSum",               // PascalCase version
-  "method_name": "two_sum",             // Snake case method name
+  // REQUIRED: Core identifiers
+  "question_name": "two_sum",
+  "class_name": "TwoSum",
+  "method_name": "two_sum",
 
-  // REQUIRED: Problem metadata (copy directly from LeetCode)
-  "problem_number": "1",                // String number from URL
-  "problem_title": "Two Sum",           // Exact title from LeetCode
-  "difficulty": "Easy",                 // Easy|Medium|Hard
-  "topics": "Array, Hash Table",        // Comma-separated from LeetCode tags
+  // REQUIRED: Problem metadata
+  "problem_number": "1",
+  "problem_title": "Two Sum",
+  "difficulty": "Easy",
+  "topics": "Array, Hash Table",
 
-  // OPTIONAL: Problem categorization tags
-  "tags": ["grind-75"],                 // Popular lists: grind-75, blind-75, neetcode-150, top-interview
+  // OPTIONAL: Problem categorization
+  "tags": ["grind-75"],
 
-  // REQUIRED: Problem description (copy full description from LeetCode)
+  // REQUIRED: Problem description
   "problem_description": "Given an array of integers nums and an integer target, return indices of the two numbers such that they add up to target.",
 
-  // REQUIRED: Examples (copy from LeetCode, keep input/output as strings)
+  // REQUIRED: Examples
   "examples": [
     { "input": "nums = [2,7,11,15], target = 9", "output": "[0,1]" },
     { "input": "nums = [3,2,4], target = 6", "output": "[1,2]" },
     { "input": "nums = [3,3], target = 6", "output": "[0,1]" }
   ],
 
-  // REQUIRED: Constraints (copy exactly from LeetCode with \n for line breaks)
+  // REQUIRED: Constraints
   "constraints": "- 2 <= nums.length <= 10^4\n- -10^9 <= nums[i] <= 10^9\n- -10^9 <= target <= 10^9\n- Only one valid answer exists.",
 
-  // REQUIRED: Method signature components
-  "parameters": "nums: list[int], target: int",    // Modern Python type hints
-  "return_type": "list[int]",                      // Return type with modern syntax
-  "dummy_return": "[]",                            // Default return for TODO implementation
+  // REQUIRED: Method signature
+  "parameters": "nums: list[int], target: int",
+  "return_type": "list[int]",
+  "dummy_return": "[]",
 
-  // REQUIRED: Import statements (empty for basic problems, specify for TreeNode/ListNode)
+  // REQUIRED: Imports (empty for basic problems)
   "imports": "",
 
-  // REQUIRED: Test configuration
+  // REQUIRED: Test cases
   "test_cases": [
     { "args": [[2, 7, 11, 15], 9], "expected": [0, 1] },
     { "args": [[3, 2, 4], 6], "expected": [1, 2] },
     { "args": [[3, 3], 6], "expected": [0, 1] }
   ],
 
-  // REQUIRED: Test method parameters (use expected, not expected_list for basic problems)
+  // REQUIRED: Test configuration
   "param_names": "nums, target, expected",
   "param_names_with_types": "nums: list[int], target: int, expected: list[int]",
-
-  // REQUIRED: Test setup and logging
   "input_description": "nums={nums}, target={target}",
   "input_params": "nums, target",
   "expected_param": "expected",
   "method_args": "nums, target",
-  "test_setup": "",                                // Empty for basic problems
-  "test_logging": "",                              // Empty for default logging
+  "test_setup": "",
+  "test_logging": "",
   "assertion_code": "assert result == expected",
 
   // REQUIRED: Notebook setup
diff --git a/.templates/leetcode/examples/linked_list.json5 b/.templates/leetcode/examples/linked_list.json5
index e6d954b..034c869 100644
--- a/.templates/leetcode/examples/linked_list.json5
+++ b/.templates/leetcode/examples/linked_list.json5
@@ -1,25 +1,25 @@
 {
-  // Linked List problem template for ListNode problems
-  // Use this for problems involving singly linked lists
+  // Linked list problem template
+  // Use this for problems involving ListNode structures
 
   // REQUIRED: Core identifiers
-  "question_name": "reverse_linked_list_ii",   // Snake case from problem title
-  "class_name": "ReverseLinkedListII",         // PascalCase version
-  "method_name": "reverse_between",            // Method name from problem (often different from title)
+  "question_name": "reverse_linked_list_ii",
+  "class_name": "ReverseLinkedListII",
+  "method_name": "reverse_between",
 
   // REQUIRED: Problem metadata
-  "problem_number": "92",                      // String number from LeetCode URL
-  "problem_title": "Reverse Linked List II",  // Exact title from LeetCode
-  "difficulty": "Medium",                      // Easy|Medium|Hard
-  "topics": "Linked List",                     // From LeetCode tags
+  "problem_number": "92",
+  "problem_title": "Reverse Linked List II",
+  "difficulty": "Medium",
+  "topics": "Linked List",
 
   // OPTIONAL: Problem categorization
-  "tags": [],                                  // Add if part of popular lists
+  "tags": [],
 
   // REQUIRED: Problem description
   "problem_description": "Given the head of a singly linked list and two integers left and right where left <= right, reverse the nodes of the list from position left to position right, and return the reversed list.",
 
-  // REQUIRED: Examples (linked list problems show array representation)
+  // REQUIRED: Examples
   "examples": [
     { "input": "head = [1,2,3,4,5], left = 2, right = 4", "output": "[1,4,3,2,5]" },
     { "input": "head = [5], left = 1, right = 1", "output": "[5]" }
@@ -28,7 +28,7 @@
   // REQUIRED: Constraints
   "constraints": "- The number of nodes in the list is n.\n- 1 <= n <= 500\n- -500 <= Node.val <= 500\n- 1 <= left <= right <= n",
 
-  // REQUIRED: Method signature (ListNode | None for nullable, multiple parameters common)
+  // REQUIRED: Method signature
   "parameters": "head: ListNode | None, left: int, right: int",
   "return_type": "ListNode | None",
   "dummy_return": "None",
@@ -36,7 +36,7 @@
   // REQUIRED: ListNode import for linked list problems
   "imports": "from leetcode_py.list_node import ListNode",
 
-  // REQUIRED: Test cases (use array representation, multiple args common)
+  // REQUIRED: Test cases
   "test_cases": [
     { "args": [[1, 2, 3, 4, 5], 2, 4], "expected": [1, 4, 3, 2, 5] },
     { "args": [[5], 1, 1], "expected": [5] },
@@ -46,14 +46,12 @@
   // REQUIRED: Test parameters (use expected_list for linked list problems)
   "param_names": "head_list, left, right, expected_list",
   "param_names_with_types": "head_list: list[int], left: int, right: int, expected_list: list[int]",
-
-  // REQUIRED: Test configuration for linked list problems
   "input_description": "head_list={head_list}, left={left}, right={right}",
-  "input_params": "head, left, right",      // Actual parameters passed to method
-  "expected_param": "expected",             // ListNode object for assertion
+  "input_params": "head, left, right",
+  "expected_param": "expected",
   "method_args": "head, left, right",
 
-  // REQUIRED: Linked list specific test setup (converts arrays to ListNode objects)
+  // REQUIRED: Linked list-specific test setup
   "test_setup": "head = ListNode.from_list(head_list)\nexpected = ListNode.from_list(expected_list)",
   "test_logging": "logger.success(f\"Got result: {result.to_list() if result else []}\")",
   "assertion_code": "assert result == expected",
diff --git a/.templates/leetcode/examples/matrix.json5 b/.templates/leetcode/examples/matrix.json5
index f5b51ce..99c4411 100644
--- a/.templates/leetcode/examples/matrix.json5
+++ b/.templates/leetcode/examples/matrix.json5
@@ -1,25 +1,25 @@
 {
-  // Matrix/2D Array problem template
-  // Use this for problems involving 2D arrays or matrices
+  // Matrix problem template
+  // Use this for 2D array/matrix problems
 
   // REQUIRED: Core identifiers
-  "question_name": "rotate_image",             // Snake case from problem title
-  "class_name": "RotateImage",                 // PascalCase version
-  "method_name": "rotate",                     // Method name from problem
+  "question_name": "rotate_image",
+  "class_name": "RotateImage",
+  "method_name": "rotate",
 
   // REQUIRED: Problem metadata
-  "problem_number": "48",                      // String number from LeetCode URL
-  "problem_title": "Rotate Image",            // Exact title from LeetCode
-  "difficulty": "Medium",                      // Easy|Medium|Hard
-  "topics": "Array, Math, Matrix",             // From LeetCode tags
+  "problem_number": "48",
+  "problem_title": "Rotate Image",
+  "difficulty": "Medium",
+  "topics": "Array, Math, Matrix",
 
   // OPTIONAL: Problem categorization
-  "tags": ["grind-75"],                        // Popular algorithm lists
+  "tags": ["grind-75"],
 
   // REQUIRED: Problem description
-  "problem_description": "You are given an n x n 2D matrix representing an image, rotate the image by 90 degrees (clockwise).",
+  "problem_description": "You are given an n x n 2D matrix representing an image, rotate the image by 90 degrees (clockwise).\n\nYou have to rotate the image in-place, which means you have to modify the input 2D matrix directly. DO NOT allocate another 2D matrix and do the rotation.",
 
-  // REQUIRED: Examples (matrix problems show 2D array representation)
+  // REQUIRED: Examples
   "examples": [
     { "input": "matrix = [[1,2,3],[4,5,6],[7,8,9]]", "output": "[[7,4,1],[8,5,2],[9,6,3]]" },
     { "input": "matrix = [[5,1,9,11],[2,4,8,10],[13,3,6,7],[15,14,12,16]]", "output": "[[15,13,2,5],[14,3,4,1],[12,6,8,9],[16,7,10,11]]" }
@@ -28,36 +28,32 @@
   // REQUIRED: Constraints
   "constraints": "- n == matrix.length == matrix[i].length\n- 1 <= n <= 20\n- -1000 <= matrix[i][j] <= 1000",
 
-  // REQUIRED: Method signature (2D list type hint)
+  // REQUIRED: Method signature
   "parameters": "matrix: list[list[int]]",
-  "return_type": "None",                       // Many matrix problems modify in-place
+  "return_type": "None",
   "dummy_return": "None",
 
-  // REQUIRED: Import statements (empty for basic matrix problems)
+  // REQUIRED: Imports (empty for matrix problems)
   "imports": "",
 
-  // REQUIRED: Test cases (2D arrays as input, None or modified matrix as expected)
+  // REQUIRED: Test cases (for in-place operations, test the modified matrix)
   "test_cases": [
     { "args": [[[1,2,3],[4,5,6],[7,8,9]]], "expected": [[7,4,1],[8,5,2],[9,6,3]] },
     { "args": [[[5,1,9,11],[2,4,8,10],[13,3,6,7],[15,14,12,16]]], "expected": [[15,13,2,5],[14,3,4,1],[12,6,8,9],[16,7,10,11]] }
   ],
 
-  // REQUIRED: Test parameters (matrix for input, expected for result)
+  // REQUIRED: Test configuration
   "param_names": "matrix, expected",
   "param_names_with_types": "matrix: list[list[int]], expected: list[list[int]]",
-
-  // REQUIRED: Test configuration for matrix problems
   "input_description": "matrix={matrix}",
   "input_params": "matrix",
   "expected_param": "expected",
   "method_args": "matrix",
+  "test_setup": "",
+  "test_logging": "",
+  "assertion_code": "assert matrix == expected",
 
-  // REQUIRED: Matrix-specific test setup (for in-place modification problems)
-  "test_setup": "import copy\noriginal_matrix = copy.deepcopy(matrix)",
-  "test_logging": "logger.success(f\"Got result: {matrix}\")",
-  "assertion_code": "assert matrix == expected",  // Compare modified matrix
-
-  // REQUIRED: Notebook setup for matrix problems
+  // REQUIRED: Notebook setup
   "test_input_setup": "# Example test case\nmatrix = [[1,2,3],[4,5,6],[7,8,9]]",
   "expected_output_setup": "expected = [[7,4,1],[8,5,2],[9,6,3]]"
 }
diff --git a/.templates/leetcode/examples/string.json5 b/.templates/leetcode/examples/string.json5
index 90da900..4369889 100644
--- a/.templates/leetcode/examples/string.json5
+++ b/.templates/leetcode/examples/string.json5
@@ -1,65 +1,61 @@
 {
-  // String problem template for string manipulation problems
-  // Use this for problems that primarily work with strings
+  // String problem template
+  // Use this for string manipulation problems
 
   // REQUIRED: Core identifiers
-  "question_name": "valid_parentheses",        // Snake case from problem title
-  "class_name": "ValidParentheses",            // PascalCase version
-  "method_name": "is_valid",                   // Method name (often is_* for boolean returns)
+  "question_name": "valid_palindrome",
+  "class_name": "ValidPalindrome",
+  "method_name": "is_palindrome",
 
   // REQUIRED: Problem metadata
-  "problem_number": "20",                      // String number from LeetCode URL
-  "problem_title": "Valid Parentheses",       // Exact title from LeetCode
-  "difficulty": "Easy",                        // Easy|Medium|Hard
-  "topics": "String, Stack",                   // From LeetCode tags
+  "problem_number": "125",
+  "problem_title": "Valid Palindrome",
+  "difficulty": "Easy",
+  "topics": "Two Pointers, String",
 
   // OPTIONAL: Problem categorization
-  "tags": ["grind-75"],                        // Popular algorithm lists
+  "tags": ["grind-75"],
 
   // REQUIRED: Problem description
-  "problem_description": "Given a string s containing just the characters '(', ')', '{', '}', '[' and ']', determine if the input string is valid.",
+  "problem_description": "A phrase is a palindrome if, after converting all uppercase letters into lowercase letters and removing all non-alphanumeric characters, it reads the same forward and backward. Alphanumeric characters include letters and numbers.\n\nGiven a string s, return true if it is a palindrome, or false otherwise.",
 
-  // REQUIRED: Examples (string problems use string inputs/outputs)
+  // REQUIRED: Examples
   "examples": [
-    { "input": "s = \"()\"", "output": "true" },
-    { "input": "s = \"()[]{}\"", "output": "true" },
-    { "input": "s = \"(]\"", "output": "false" }
+    { "input": "s = \"A man, a plan, a canal: Panama\"", "output": "true" },
+    { "input": "s = \"race a car\"", "output": "false" },
+    { "input": "s = \" \"", "output": "true" }
   ],
 
   // REQUIRED: Constraints
-  "constraints": "- 1 <= s.length <= 10^4\n- s consists of parentheses only '()[]{}'.",
+  "constraints": "- 1 <= s.length <= 2 * 10^5\n- s consists only of printable ASCII characters.",
 
-  // REQUIRED: Method signature (single string parameter common)
+  // REQUIRED: Method signature
   "parameters": "s: str",
-  "return_type": "bool",                       // Boolean return type common for validation problems
+  "return_type": "bool",
   "dummy_return": "False",
 
-  // REQUIRED: Import statements (empty for string problems unless using special data structures)
+  // REQUIRED: Imports (empty for string problems)
   "imports": "",
 
-  // REQUIRED: Test cases (string inputs, boolean outputs)
+  // REQUIRED: Test cases
   "test_cases": [
-    { "args": ["()"], "expected": true },
-    { "args": ["()[]{}"], "expected": true },
-    { "args": ["(]"], "expected": false },
-    { "args": ["([)]"], "expected": false },
-    { "args": ["{[]}"], "expected": true }
+    { "args": ["A man, a plan, a canal: Panama"], "expected": true },
+    { "args": ["race a car"], "expected": false },
+    { "args": [" "], "expected": true }
   ],
 
-  // REQUIRED: Test parameters (simple for string problems)
+  // REQUIRED: Test configuration
   "param_names": "s, expected",
   "param_names_with_types": "s: str, expected: bool",
-
-  // REQUIRED: Test configuration for string problems
-  "input_description": "s={s}",
-  "input_params": "s",                         // Single parameter
+  "input_description": "s=\"{s}\"",
+  "input_params": "s",
   "expected_param": "expected",
   "method_args": "s",
-  "test_setup": "",                            // No setup needed for basic string problems
-  "test_logging": "",                          // Default logging
+  "test_setup": "",
+  "test_logging": "",
   "assertion_code": "assert result == expected",
 
-  // REQUIRED: Notebook setup for string problems
-  "test_input_setup": "# Example test case\ns = \"()\"",
+  // REQUIRED: Notebook setup
+  "test_input_setup": "# Example test case\ns = \"A man, a plan, a canal: Panama\"",
   "expected_output_setup": "expected = True"
 }
diff --git a/.templates/leetcode/examples/tree.json5 b/.templates/leetcode/examples/tree.json5
index f60be9a..4142525 100644
--- a/.templates/leetcode/examples/tree.json5
+++ b/.templates/leetcode/examples/tree.json5
@@ -3,18 +3,18 @@
   // Use this for problems involving TreeNode structures
 
   // REQUIRED: Core identifiers
-  "question_name": "invert_binary_tree",    // Snake case from problem title
-  "class_name": "InvertBinaryTree",         // PascalCase version
-  "method_name": "invert_tree",             // Snake case method name (often different from title)
+  "question_name": "invert_binary_tree",
+  "class_name": "InvertBinaryTree",
+  "method_name": "invert_tree",
 
   // REQUIRED: Problem metadata
-  "problem_number": "226",                  // String number from LeetCode URL
-  "problem_title": "Invert Binary Tree",   // Exact title from LeetCode
-  "difficulty": "Easy",                     // Easy|Medium|Hard
-  "topics": "Tree, Depth-First Search, Breadth-First Search, Binary Tree",  // From LeetCode tags
+  "problem_number": "226",
+  "problem_title": "Invert Binary Tree",
+  "difficulty": "Easy",
+  "topics": "Tree, Depth-First Search, Breadth-First Search, Binary Tree",
 
   // OPTIONAL: Problem categorization
-  "tags": ["grind-75"],                     // Popular algorithm lists
+  "tags": ["grind-75"],
 
   // REQUIRED: Problem description
   "problem_description": "Given the root of a binary tree, invert the tree, and return its root.",
@@ -44,14 +44,12 @@
     { "args": [[]], "expected": [] }
   ],
 
-  // REQUIRED: Test parameters (use expected_list for tree problems to match reference)
+  // REQUIRED: Test parameters (use expected_list for tree problems)
   "param_names": "root_list, expected_list",
   "param_names_with_types": "root_list: list[int | None], expected_list: list[int | None]",
-
-  // REQUIRED: Test configuration for tree problems
   "input_description": "root_list={root_list}",
-  "input_params": "root",                   // Actual TreeNode object passed to method
-  "expected_param": "expected",             // TreeNode object for assertion
+  "input_params": "root",
+  "expected_param": "expected",
   "method_args": "root",
 
   // REQUIRED: Tree-specific test setup (converts arrays to TreeNode objects)
diff --git a/.templates/leetcode/json/insert_interval.json b/.templates/leetcode/json/insert_interval.json
index 620f682..6e4993f 100644
--- a/.templates/leetcode/json/insert_interval.json
+++ b/.templates/leetcode/json/insert_interval.json
@@ -63,6 +63,6 @@
     "test_setup": "",
     "test_logging": "",
     "assertion_code": "assert result == expected",
-    "test_input_setup": "# Example test case\\nintervals = [[1,3],[6,9]]\\nnewInterval = [2,5]",
+    "test_input_setup": "# Example test case\nintervals = [[1,3],[6,9]]\nnewInterval = [2,5]",
     "expected_output_setup": "expected = [[1,5],[6,9]]"
 }
diff --git a/.templates/leetcode/json/invert_binary_tree.json b/.templates/leetcode/json/invert_binary_tree.json
index d08070a..f8e2b15 100644
--- a/.templates/leetcode/json/invert_binary_tree.json
+++ b/.templates/leetcode/json/invert_binary_tree.json
@@ -32,6 +32,6 @@
     "test_setup": "root = TreeNode.from_list(root_list)\nexpected = TreeNode.from_list(expected_list)",
     "test_logging": "logger.success(f\"Got result: {result.to_list() if result else []}\")",
     "assertion_code": "assert result == expected",
-    "test_input_setup": "# Example test case\\nroot = TreeNode.from_list([4, 2, 7, 1, 3, 6, 9])",
+    "test_input_setup": "# Example test case\nroot = TreeNode.from_list([4, 2, 7, 1, 3, 6, 9])",
     "expected_output_setup": "expected = TreeNode.from_list([4, 7, 2, 9, 6, 3, 1])"
 }
diff --git a/.templates/leetcode/json/reverse_linked_list_ii.json b/.templates/leetcode/json/reverse_linked_list_ii.json
index d19d5db..4911032 100644
--- a/.templates/leetcode/json/reverse_linked_list_ii.json
+++ b/.templates/leetcode/json/reverse_linked_list_ii.json
@@ -28,7 +28,7 @@
         { "args": [[5], 1, 1], "expected": [5] },
         { "args": [[1, 2, 3], 1, 3], "expected": [3, 2, 1] }
     ],
-    "test_input_setup": "# Example test case\\nhead = ListNode.from_list([1, 2, 3, 4, 5])\\nleft = 2\\nright = 4",
+    "test_input_setup": "# Example test case\nhead = ListNode.from_list([1, 2, 3, 4, 5])\nleft = 2\nright = 4",
     "test_logging": "logger.success(f\"Got result: {result.to_list() if result else []}\")",
     "test_setup": "head = ListNode.from_list(head_list)\nexpected = ListNode.from_list(expected_list)",
     "topics": "Linked List"
diff --git a/.templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb b/.templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb
index 5739a8a..cf7f6af 100644
--- a/.templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb
+++ b/.templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb
@@ -3,11 +3,11 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "fc4d8c0c",
+   "id": "imports",
    "metadata": {},
    "outputs": [],
    "source": [
-    "from solution import Solution"{%- if cookiecutter.imports %},
+    "from solution import Solution"{%- if cookiecutter.imports and cookiecutter.imports.strip() %},
     "",
     "{{cookiecutter.imports}}"{%- endif %}
    ]
@@ -15,28 +15,19 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "ecb1908a",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    {% for line in cookiecutter.test_input_setup.split('\n') %}"{{line}}"{% if not loop.last %},
-    {% endif %}{% endfor %}
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "ccd8921e",
+   "id": "setup",
    "metadata": {},
    "outputs": [],
    "source": [
+    {% for line in cookiecutter.test_input_setup.split('\n') %}"{{line}}"{%- if not loop.last %},
+    {% endif %}{% endfor %},
     "{{cookiecutter.expected_output_setup}}"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "29433b11",
+   "id": "execute",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -47,7 +38,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "3a4e7961",
+   "id": "test",
    "metadata": {},
    "outputs": [],
    "source": [
diff --git a/Makefile b/Makefile
index 861ee90..a7a5814 100644
--- a/Makefile
+++ b/Makefile
@@ -24,14 +24,18 @@ lint:
 	npx prettier --write "**/*.{ts,tsx,css,json,yaml,yml,md}"
 	poetry run black .
 	poetry run isort .
-	poetry run ruff check .
+	poetry run nbqa ruff . --nbqa-exclude=".templates" --ignore=F401,F821
+	poetry run ruff check . --exclude="**/*.ipynb"
 	poetry run mypy \
 		--explicit-package-bases \
 		--install-types \
 		--non-interactive \
 		--check-untyped-defs .
 	poetry run nbqa isort . --nbqa-exclude=".templates"
-	poetry run nbqa mypy . --nbqa-exclude=".templates"
+	poetry run nbqa mypy . \
+		--nbqa-exclude=".templates" \
+		--ignore-missing-imports \
+		--disable-error-code=name-defined
 
 
 test:
@@ -56,6 +60,19 @@ q-gen:
 	@echo "Generating question: $(QUESTION)"
 	poetry run python .templates/leetcode/gen.py .templates/leetcode/json/$(QUESTION).json $(if $(filter 1,$(FORCE)),--force)
 
+# Generate All Questions - useful for people who fork this repo
+gen-all-questions:
+	@echo "This will DELETE all existing questions and regenerate from JSON templates."
+	@read -p "Are you sure? (y/N): " confirm && [ "$$confirm" = "y" ] || exit 1
+	@echo "Deleting existing questions..."
+	@rm -rf leetcode/*/
+	@echo "Generating all questions..."
+	@for json_file in .templates/leetcode/json/*.json; do \
+		question=$$(basename "$$json_file" .json); \
+		echo "Generating: $$question"; \
+		poetry run python .templates/leetcode/gen.py "$$json_file" $(if $(filter 1,$(FORCE)),--force); \
+	done
+
 # Validate Question - INTERNAL USE ONLY: For cookiecutter template creation/validation
 # Do not use during normal problem solving - only for template development
 q-validate:
diff --git a/README.md b/README.md
index e943e34..7e71c22 100644
--- a/README.md
+++ b/README.md
@@ -12,49 +12,55 @@ Premium LeetCode practice environment with modern Python tooling, beautiful tree
 ## ✨ Features
 
 - **Template-driven development** - Consistent structure for every problem
-- **Beautiful tree visualizations** - Pretty-printed binary trees with anytree
-- **Rich test logging** - `@logged_test` decorator with detailed tracebacks
-- **One-command testing** - `make test-question QUESTION=problem_name`
-- **Code quality** - black, isort, ruff, mypy integration
+- **Beautiful visualizations** - TreeNode with anytree/Graphviz, ListNode with arrows
+- **Interactive notebooks** - Multi-cell playground for each problem
+- **One-command testing** - `make q-test QUESTION=problem_name`
+- **Bulk regeneration** - `make gen-all-questions` from JSON templates
+- **Full linting** - black, isort, ruff, mypy with nbqa for notebooks
 - **Modern Python** - PEP 585/604 syntax with full type hints
 
 ## 🚀 Quick Start
 
 ```bash
 # Run existing problems
-make q-test QUESTION=two_sum
+make q-test QUESTION=insert_interval
 make q-test QUESTION=invert_binary_tree
 
 # Run all tests
 make test
 ```
 
-**Adding new problems**: Use an LLM agent (rules in `.amazonq/rules/development-rules.md`) to automatically create new problems from copied LeetCode problem text using the template structure.
+**Adding new problems**:
+
+- Copy question and placeholder solution from LeetCode
+- Ask LLM to generate them
+- LLM follows workflow in `.amazonq/rules/question-creation.md` using cookiecutter templates
 
 ## 🧰 Commands
 
 ```bash
-make q-test QUESTION=two_sum  # Test specific problem
-make test                     # Run all tests
-make lint                     # Code quality checks
-make q-gen QUESTION=new_prob  # Generate new problem
+make q-test QUESTION=insert_interval    # Test specific problem
+make test                               # Run all tests
+make lint                               # Code quality checks
+make q-gen QUESTION=new_prob            # Generate new problem
 ```
 
-## 🎨 Example Output
+**🍴 Fork Setup**:
 
+```bash
+make gen-all-questions                  # Regenerate all problems from JSON templates
 ```
-# TreeNode visualization
-4
-├── 2
-│   ├── 1
-│   └── 3
-└── 7
-    ├── 6
-    └── 9
-
-# Test logging
-2024-01-01 10:00:00 | SUCCESS | Got result: [4,7,2,9,6,3,1]
-2024-01-01 10:00:00 | DEBUG   | Test passed! ✨
-```
+
+## 🧰 Helper Classes
+
+- **TreeNode**: `from leetcode_py.tree_node import TreeNode`
+    - Beautiful tree visualization with anytree rendering
+    - Jupyter notebook support with Graphviz diagrams
+    - Easy array ↔ tree conversion for testing
+- **ListNode**: `from leetcode_py.list_node import ListNode`
+    - Clean arrow visualization (`1 -> 2 -> 3`)
+    - Simple array ↔ list conversion
+    - Perfect for debugging linked list problems
+- New helpers: Add to `leetcode_py/`
 
 Perfect for interview preparation with professional-grade tooling and beautiful visualizations.
diff --git a/leetcode/insert_interval/playground.ipynb b/leetcode/insert_interval/playground.ipynb
index 7ac4520..c50c4b8 100644
--- a/leetcode/insert_interval/playground.ipynb
+++ b/leetcode/insert_interval/playground.ipynb
@@ -3,7 +3,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "fc4d8c0c",
+   "id": "imports",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -13,40 +13,31 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "ecb1908a",
+   "id": "setup",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Example test case\n",
-    "intervals = [[1, 3], [6, 9]]\n",
-    "newInterval = [2, 5]"
+    "# Example test case",
+    "intervals = [[1,3],[6,9]]",
+    "newInterval = [2,5]",
+    "expected = [[1,5],[6,9]]"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "ccd8921e",
+   "id": "execute",
    "metadata": {},
    "outputs": [],
    "source": [
-    "expected = [[1, 5], [6, 9]]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "29433b11",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "result = Solution().insert(intervals, newInterval)\n",
+    "result = Solution().insert(intervals, newInterval)",
     "result"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "3a4e7961",
+   "id": "test",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -68,7 +59,7 @@
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
-   "nbconvert_exporter": "python",
+   "nbconvert_exporter": "python3",
    "pygments_lexer": "ipython3",
    "version": "3.13.7"
   }
diff --git a/leetcode/insert_interval/solution.py b/leetcode/insert_interval/solution.py
index adc388a..e9ac7fb 100644
--- a/leetcode/insert_interval/solution.py
+++ b/leetcode/insert_interval/solution.py
@@ -1,26 +1,6 @@
 class Solution:
-    # Time: O(n)
-    # Space: O(n)
+    # Time: O(?)
+    # Space: O(?)
     def insert(self, intervals: list[list[int]], newInterval: list[int]) -> list[list[int]]:
-        result = []
-        i = 0
-
-        # Add intervals before newInterval
-        while i < len(intervals) and intervals[i][1] < newInterval[0]:
-            result.append(intervals[i])
-            i += 1
-
-        # Merge overlapping intervals
-        while i < len(intervals) and intervals[i][0] <= newInterval[1]:
-            newInterval[0] = min(newInterval[0], intervals[i][0])
-            newInterval[1] = max(newInterval[1], intervals[i][1])
-            i += 1
-
-        result.append(newInterval)
-
-        # Add remaining intervals
-        while i < len(intervals):
-            result.append(intervals[i])
-            i += 1
-
-        return result
+        # TODO: Implement solution
+        return []
diff --git a/leetcode/invert_binary_tree/playground.ipynb b/leetcode/invert_binary_tree/playground.ipynb
index f5972ac..069f5b5 100644
--- a/leetcode/invert_binary_tree/playground.ipynb
+++ b/leetcode/invert_binary_tree/playground.ipynb
@@ -2,155 +2,43 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
-   "id": "fc4d8c0c",
+   "execution_count": null,
+   "id": "imports",
    "metadata": {},
    "outputs": [],
    "source": [
-    "from solution import Solution\n",
-    "\n",
+    "from solution import Solution",
+    "",
     "from leetcode_py.tree_node import TreeNode"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
-   "id": "ecb1908a",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Example test case\n",
-    "root = TreeNode.from_list([4, 2, 7, 1, 3, 6, 9])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "ccd8921e",
+   "execution_count": null,
+   "id": "setup",
    "metadata": {},
    "outputs": [],
    "source": [
+    "# Example test case",
+    "root = TreeNode.from_list([4, 2, 7, 1, 3, 6, 9])",
     "expected = TreeNode.from_list([4, 7, 2, 9, 6, 3, 1])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
-   "id": "29433b11",
+   "execution_count": null,
+   "id": "execute",
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
-       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
-       " \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
-       "<!-- Generated by graphviz version 13.1.2 (20250808.2320)\n",
-       " -->\n",
-       "<!-- Pages: 1 -->\n",
-       "<svg width=\"278pt\" height=\"188pt\"\n",
-       " viewBox=\"0.00 0.00 278.00 188.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
-       "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 184)\">\n",
-       "<polygon fill=\"white\" stroke=\"none\" points=\"-4,4 -4,-184 274,-184 274,4 -4,4\"/>\n",
-       "<!-- 0 -->\n",
-       "<g id=\"node1\" class=\"node\">\n",
-       "<title>0</title>\n",
-       "<ellipse fill=\"none\" stroke=\"black\" cx=\"135\" cy=\"-162\" rx=\"27\" ry=\"18\"/>\n",
-       "<text xml:space=\"preserve\" text-anchor=\"middle\" x=\"135\" y=\"-156.95\" font-family=\"Times,serif\" font-size=\"14.00\">4</text>\n",
-       "</g>\n",
-       "<!-- 1 -->\n",
-       "<g id=\"node2\" class=\"node\">\n",
-       "<title>1</title>\n",
-       "<ellipse fill=\"none\" stroke=\"black\" cx=\"99\" cy=\"-90\" rx=\"27\" ry=\"18\"/>\n",
-       "<text xml:space=\"preserve\" text-anchor=\"middle\" x=\"99\" y=\"-84.95\" font-family=\"Times,serif\" font-size=\"14.00\">7</text>\n",
-       "</g>\n",
-       "<!-- 0&#45;&gt;1 -->\n",
-       "<g id=\"edge1\" class=\"edge\">\n",
-       "<title>0&#45;&gt;1</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M126.65,-144.76C122.42,-136.55 117.19,-126.37 112.42,-117.09\"/>\n",
-       "<polygon fill=\"black\" stroke=\"black\" points=\"115.68,-115.79 108,-108.49 109.46,-118.99 115.68,-115.79\"/>\n",
-       "</g>\n",
-       "<!-- 4 -->\n",
-       "<g id=\"node5\" class=\"node\">\n",
-       "<title>4</title>\n",
-       "<ellipse fill=\"none\" stroke=\"black\" cx=\"171\" cy=\"-90\" rx=\"27\" ry=\"18\"/>\n",
-       "<text xml:space=\"preserve\" text-anchor=\"middle\" x=\"171\" y=\"-84.95\" font-family=\"Times,serif\" font-size=\"14.00\">2</text>\n",
-       "</g>\n",
-       "<!-- 0&#45;&gt;4 -->\n",
-       "<g id=\"edge4\" class=\"edge\">\n",
-       "<title>0&#45;&gt;4</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M143.35,-144.76C147.58,-136.55 152.81,-126.37 157.58,-117.09\"/>\n",
-       "<polygon fill=\"black\" stroke=\"black\" points=\"160.54,-118.99 162,-108.49 154.32,-115.79 160.54,-118.99\"/>\n",
-       "</g>\n",
-       "<!-- 2 -->\n",
-       "<g id=\"node3\" class=\"node\">\n",
-       "<title>2</title>\n",
-       "<ellipse fill=\"none\" stroke=\"black\" cx=\"27\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
-       "<text xml:space=\"preserve\" text-anchor=\"middle\" x=\"27\" y=\"-12.95\" font-family=\"Times,serif\" font-size=\"14.00\">9</text>\n",
-       "</g>\n",
-       "<!-- 1&#45;&gt;2 -->\n",
-       "<g id=\"edge2\" class=\"edge\">\n",
-       "<title>1&#45;&gt;2</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M84.08,-74.5C74.23,-64.92 61.14,-52.19 49.97,-41.34\"/>\n",
-       "<polygon fill=\"black\" stroke=\"black\" points=\"52.59,-39 42.98,-34.54 47.71,-44.02 52.59,-39\"/>\n",
-       "</g>\n",
-       "<!-- 3 -->\n",
-       "<g id=\"node4\" class=\"node\">\n",
-       "<title>3</title>\n",
-       "<ellipse fill=\"none\" stroke=\"black\" cx=\"99\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
-       "<text xml:space=\"preserve\" text-anchor=\"middle\" x=\"99\" y=\"-12.95\" font-family=\"Times,serif\" font-size=\"14.00\">6</text>\n",
-       "</g>\n",
-       "<!-- 1&#45;&gt;3 -->\n",
-       "<g id=\"edge3\" class=\"edge\">\n",
-       "<title>1&#45;&gt;3</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M99,-71.7C99,-64.41 99,-55.73 99,-47.54\"/>\n",
-       "<polygon fill=\"black\" stroke=\"black\" points=\"102.5,-47.62 99,-37.62 95.5,-47.62 102.5,-47.62\"/>\n",
-       "</g>\n",
-       "<!-- 5 -->\n",
-       "<g id=\"node6\" class=\"node\">\n",
-       "<title>5</title>\n",
-       "<ellipse fill=\"none\" stroke=\"black\" cx=\"171\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
-       "<text xml:space=\"preserve\" text-anchor=\"middle\" x=\"171\" y=\"-12.95\" font-family=\"Times,serif\" font-size=\"14.00\">3</text>\n",
-       "</g>\n",
-       "<!-- 4&#45;&gt;5 -->\n",
-       "<g id=\"edge5\" class=\"edge\">\n",
-       "<title>4&#45;&gt;5</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M171,-71.7C171,-64.41 171,-55.73 171,-47.54\"/>\n",
-       "<polygon fill=\"black\" stroke=\"black\" points=\"174.5,-47.62 171,-37.62 167.5,-47.62 174.5,-47.62\"/>\n",
-       "</g>\n",
-       "<!-- 6 -->\n",
-       "<g id=\"node7\" class=\"node\">\n",
-       "<title>6</title>\n",
-       "<ellipse fill=\"none\" stroke=\"black\" cx=\"243\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
-       "<text xml:space=\"preserve\" text-anchor=\"middle\" x=\"243\" y=\"-12.95\" font-family=\"Times,serif\" font-size=\"14.00\">1</text>\n",
-       "</g>\n",
-       "<!-- 4&#45;&gt;6 -->\n",
-       "<g id=\"edge6\" class=\"edge\">\n",
-       "<title>4&#45;&gt;6</title>\n",
-       "<path fill=\"none\" stroke=\"black\" d=\"M185.92,-74.5C195.77,-64.92 208.86,-52.19 220.03,-41.34\"/>\n",
-       "<polygon fill=\"black\" stroke=\"black\" points=\"222.29,-44.02 227.02,-34.54 217.41,-39 222.29,-44.02\"/>\n",
-       "</g>\n",
-       "</g>\n",
-       "</svg>\n"
-      ],
-      "text/plain": [
-       "TreeNode([4, 7, 2, 9, 6, 3, 1])"
-      ]
-     },
-     "execution_count": 4,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "result = Solution().invert_tree(root)\n",
+    "result = Solution().invert_tree(root)",
     "result"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
-   "id": "3a4e7961",
+   "execution_count": null,
+   "id": "test",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -172,7 +60,7 @@
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
-   "nbconvert_exporter": "python",
+   "nbconvert_exporter": "python3",
    "pygments_lexer": "ipython3",
    "version": "3.13.7"
   }
diff --git a/leetcode/invert_binary_tree/solution.py b/leetcode/invert_binary_tree/solution.py
index 282f47a..e7efd20 100644
--- a/leetcode/invert_binary_tree/solution.py
+++ b/leetcode/invert_binary_tree/solution.py
@@ -5,9 +5,5 @@ class Solution:
     # Time: O(?)
     # Space: O(?)
     def invert_tree(self, root: TreeNode | None) -> TreeNode | None:
-        if not root:
-            return None
-        root.left, root.right = root.right, root.left
-        self.invert_tree(root.left)
-        self.invert_tree(root.right)
-        return root
+        # TODO: Implement solution
+        return None
diff --git a/leetcode/reverse_linked_list_ii/playground.ipynb b/leetcode/reverse_linked_list_ii/playground.ipynb
index a903982..7c9e5dd 100644
--- a/leetcode/reverse_linked_list_ii/playground.ipynb
+++ b/leetcode/reverse_linked_list_ii/playground.ipynb
@@ -2,68 +2,45 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 6,
-   "id": "fc4d8c0c",
+   "execution_count": null,
+   "id": "imports",
    "metadata": {},
    "outputs": [],
    "source": [
-    "from solution import Solution\n",
-    "\n",
+    "from solution import Solution",
+    "",
     "from leetcode_py.list_node import ListNode"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
-   "id": "ecb1908a",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Example test case\n",
-    "head = ListNode.from_list([1, 2, 3, 4, 5])\n",
-    "left = 2\n",
-    "right = 4"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "ccd8921e",
+   "execution_count": null,
+   "id": "setup",
    "metadata": {},
    "outputs": [],
    "source": [
+    "# Example test case",
+    "head = ListNode.from_list([1, 2, 3, 4, 5])",
+    "left = 2",
+    "right = 4",
     "expected = ListNode.from_list([1, 4, 3, 2, 5])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
-   "id": "29433b11",
+   "execution_count": null,
+   "id": "execute",
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "1 -> 4 -> 3 -> 2 -> 5"
-      ],
-      "text/plain": [
-       "ListNode([1, 4, 3, 2, 5])"
-      ]
-     },
-     "execution_count": 9,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "result = Solution().reverse_between(head, left, right)\n",
+    "result = Solution().reverse_between(head, left, right)",
     "result"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
-   "id": "3a4e7961",
+   "execution_count": null,
+   "id": "test",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -85,7 +62,7 @@
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
-   "nbconvert_exporter": "python",
+   "nbconvert_exporter": "python3",
    "pygments_lexer": "ipython3",
    "version": "3.13.7"
   }
diff --git a/leetcode/reverse_linked_list_ii/solution.py b/leetcode/reverse_linked_list_ii/solution.py
index 6621766..d3a84e3 100644
--- a/leetcode/reverse_linked_list_ii/solution.py
+++ b/leetcode/reverse_linked_list_ii/solution.py
@@ -5,26 +5,5 @@ class Solution:
     # Time: O(?)
     # Space: O(?)
     def reverse_between(self, head: ListNode | None, left: int, right: int) -> ListNode | None:
-        if not head or left == right:
-            return head
-
-        dummy = ListNode(0)
-        dummy.next = head
-        prev = dummy
-
-        # Move to position before left
-        for _ in range(left - 1):
-            assert prev.next is not None
-            prev = prev.next
-
-        # Reverse the sublist
-        assert prev.next is not None
-        curr = prev.next
-        for _ in range(right - left):
-            assert curr.next is not None
-            next_node = curr.next
-            curr.next = next_node.next
-            next_node.next = prev.next
-            prev.next = next_node
-
-        return dummy.next
+        # TODO: Implement solution
+        return None

From b22fdbcfef9cb2f4fbed30f2065f8e65cbd5694d Mon Sep 17 00:00:00 2001
From: Wisaroot Lertthaweedech <l.wisaroot@gmail.com>
Date: Sat, 30 Aug 2025 18:25:47 +0700
Subject: [PATCH 09/15] refactor: rename question to problem

---
 .amazonq/plan/compare_template_files.py       | 12 ++---
 .amazonq/plan/cookiecutter-template-plan.md   | 48 +++++++++----------
 .amazonq/rules/development-rules.md           |  2 +-
 ...estion-creation.md => problem-creation.md} | 12 ++---
 .templates/leetcode/cookiecutter.json         |  2 +-
 .templates/leetcode/examples/README.md        |  8 ++--
 .templates/leetcode/examples/basic.json5      |  2 +-
 .../leetcode/examples/linked_list.json5       |  2 +-
 .templates/leetcode/examples/matrix.json5     |  2 +-
 .templates/leetcode/examples/string.json5     |  2 +-
 .templates/leetcode/examples/tree.json5       |  2 +-
 .templates/leetcode/gen.py                    | 12 ++---
 .templates/leetcode/json/insert_interval.json |  2 +-
 .../leetcode/json/invert_binary_tree.json     |  2 +-
 .../leetcode/json/reverse_linked_list_ii.json |  2 +-
 .../README.md                                 |  2 +-
 .../__init__.py                               |  0
 .../playground.ipynb                          |  0
 .../solution.py                               |  0
 .../tests.py                                  |  0
 Makefile                                      | 48 +++++++++----------
 README.md                                     | 18 +++----
 22 files changed, 90 insertions(+), 90 deletions(-)
 rename .amazonq/rules/{question-creation.md => problem-creation.md} (76%)
 rename .templates/leetcode/{{{cookiecutter.question_name}} => {{cookiecutter.problem_name}}}/README.md (88%)
 rename .templates/leetcode/{{{cookiecutter.question_name}} => {{cookiecutter.problem_name}}}/__init__.py (100%)
 rename .templates/leetcode/{{{cookiecutter.question_name}} => {{cookiecutter.problem_name}}}/playground.ipynb (100%)
 rename .templates/leetcode/{{{cookiecutter.question_name}} => {{cookiecutter.problem_name}}}/solution.py (100%)
 rename .templates/leetcode/{{{cookiecutter.question_name}} => {{cookiecutter.problem_name}}}/tests.py (100%)

diff --git a/.amazonq/plan/compare_template_files.py b/.amazonq/plan/compare_template_files.py
index d86de76..6740dec 100644
--- a/.amazonq/plan/compare_template_files.py
+++ b/.amazonq/plan/compare_template_files.py
@@ -48,7 +48,7 @@ def compare_files(file1: Path, file2: Path, label1: str, label2: str) -> bool:
 
 def main(
     mode: str = typer.Argument(help="Compare template files or generated files (template|generated)"),
-    question: str = typer.Option("invert_binary_tree", help="Question name for comparison"),
+    problem: str = typer.Option("invert_binary_tree", help="Problem name for comparison"),
 ):
     """Compare files for template validation."""
     if mode not in ["template", "generated"]:
@@ -61,21 +61,21 @@ def main(
 
     if mode == "template":
         # Compare reference vs template source
-        dir1 = base_dir / "leetcode" / ".example" / question
-        dir2 = base_dir / ".templates" / "leetcode" / ".example" / "{{cookiecutter.question_name}}"
+        dir1 = base_dir / "leetcode" / ".example" / problem
+        dir2 = base_dir / ".templates" / "leetcode" / ".example" / "{{cookiecutter.problem_name}}"
         label1, label2 = "Reference", "Template"
         print("TEMPLATE SOURCE ANALYSIS")
 
     elif mode == "generated":
         # Compare reference vs currently generated
-        dir1 = base_dir / "leetcode" / ".example" / question
-        dir2 = base_dir / "leetcode" / question
+        dir1 = base_dir / "leetcode" / ".example" / problem
+        dir2 = base_dir / "leetcode" / problem
         label1, label2 = "Reference", "Generated"
         print("GENERATED FILES VALIDATION")
 
         if not dir2.exists():
             print(f"\n❌ ERROR: Generated directory does not exist: {dir2}")
-            print(f"Run: make q-gen QUESTION={question}")
+            print(f"Run: make p-gen PROBLEM={problem}")
             return
 
     print(f"{label1}: {dir1}")
diff --git a/.amazonq/plan/cookiecutter-template-plan.md b/.amazonq/plan/cookiecutter-template-plan.md
index 8e03128..8e18a7c 100644
--- a/.amazonq/plan/cookiecutter-template-plan.md
+++ b/.amazonq/plan/cookiecutter-template-plan.md
@@ -2,23 +2,23 @@
 
 ## TASK PURPOSE & CRITICAL RULES
 
-**PURPOSE:** Update the cookiecutter template to generate files that exactly match the reference structure in `.templates/leetcode/.example/{{cookiecutter.question_name}}/`
+**PURPOSE:** Update the cookiecutter template to generate files that exactly match the reference structure in `.templates/leetcode/.example/{{cookiecutter.problem_name}}/`
 
 **REFERENCE DIRECTORIES (NEVER MODIFY - THESE ARE EXAMPLES):**
 
-- `.templates/leetcode/.example/{{cookiecutter.question_name}}/` - Shows what the template SHOULD generate
+- `.templates/leetcode/.example/{{cookiecutter.problem_name}}/` - Shows what the template SHOULD generate
 - `leetcode/.example/` - Generated file examples for comparison
 
 **ACTUAL TEMPLATE DIRECTORY (MODIFY THIS):**
 
-- `.templates/leetcode/{{cookiecutter.question_name}}/` - The cookiecutter template files to update
+- `.templates/leetcode/{{cookiecutter.problem_name}}/` - The cookiecutter template files to update
 
 **WORKFLOW:**
 
-1. Look at `.templates/leetcode/.example/{{cookiecutter.question_name}}/` to see target structure
-2. Modify `.templates/leetcode/{{cookiecutter.question_name}}/` to match the reference
-3. Generate with `make q-gen`
-4. Compare generated files vs reference with `make q-validate`
+1. Look at `.templates/leetcode/.example/{{cookiecutter.problem_name}}/` to see target structure
+2. Modify `.templates/leetcode/{{cookiecutter.problem_name}}/` to match the reference
+3. Generate with `make p-gen`
+4. Compare generated files vs reference with `make p-validate`
 
 **ERROR PREVENTION:** The template directory does NOT have `.example` in the path!
 
@@ -38,7 +38,7 @@
 
 - **Tool**: `.amazonq/plan/compare_template_files.py` (already exists - no need to implement)
 - **Usage**:
-    - `poetry run python .amazonq/plan/compare_template_files.py generated --question=QUESTION_NAME` - Compare generated files vs reference
+    - `poetry run python .amazonq/plan/compare_template_files.py generated --problem=PROBLEM_NAME` - Compare generated files vs reference
 - **Analysis**: Line-by-line diff of all file types
 - **Document**: Exact differences and required changes
 - **Verify**: Template variables handle all variations
@@ -48,27 +48,27 @@
 #### Phase 1: Add `__init__.py`
 
 - **Add**: Empty `__init__.py` file to template
-- **Validate**: `make q-gen` → `make q-validate` → `make lint`
+- **Validate**: `make p-gen` → `make p-validate` → `make lint`
 
 #### Phase 2: Fix `solution.py`
 
 - **Update**: Modern syntax (`TreeNode | None`), clean template logic
-- **Validate**: `make q-gen` → `make q-validate` → `make lint`
+- **Validate**: `make p-gen` → `make p-validate` → `make lint`
 
 #### Phase 3: Fix `tests.py`
 
 - **Update**: Relative imports (`from .solution`), clean structure
-- **Validate**: `make q-gen` → `make q-validate` → `make lint`
+- **Validate**: `make p-gen` → `make p-validate` → `make lint`
 
 #### Phase 4: Fix `README.md`
 
 - **Update**: Clean formatting, proper markdown
-- **Validate**: `make q-gen` → `make q-validate` → `make lint`
+- **Validate**: `make p-gen` → `make p-validate` → `make lint`
 
 #### Phase 5: Fix `playground.ipynb`
 
 - **Update**: Clean cells without execution state
-- **Validate**: `make q-gen` → `make q-validate` → `make lint`
+- **Validate**: `make p-gen` → `make p-validate` → `make lint`
 
 **Benefits**: Isolated debugging, safer progression, easier rollback
 
@@ -115,9 +115,9 @@
 ### 5. Template Generation Logic
 
 - **File**: `.templates/leetcode/gen.py` (already handles variable mapping)
-- **Integration**: Works with `make q-gen QUESTION=name` (verified in Makefile)
+- **Integration**: Works with `make p-gen PROBLEM=name` (verified in Makefile)
 - **Update**: Handle new `__init__.py` file
-- **Process**: JSON → `gen.py` → cookiecutter → `leetcode/$(QUESTION)/`
+- **Process**: JSON → `gen.py` → cookiecutter → `leetcode/$(PROBLEM)/`
 
 ### 6. Automated Validation System
 
@@ -125,18 +125,18 @@
 - **Usage**:
     ```bash
     # Validate current template generates correct files
-    poetry run python .amazonq/plan/compare_template_files.py generated --question=invert_binary_tree
+    poetry run python .amazonq/plan/compare_template_files.py generated --problem=invert_binary_tree
     ```
-- **Makefile**: `make q-validate QUESTION=name` (implemented)
+- **Makefile**: `make p-validate PROBLEM=name` (implemented)
 - **Test**: Template regression testing
-- **Ensure**: `make q-gen` + `make lint` + `make q-test` all pass
+- **Ensure**: `make p-gen` + `make lint` + `make p-test` all pass
 
 ### 7. Testing & Validation
 
 - **Test**: Template generation with existing JSON files
 - **Verify**: Generated files match `leetcode/.example/` structure exactly
 - **Compare**: Automated diff against reference files
-- **Ensure**: `make q-gen` works seamlessly
+- **Ensure**: `make p-gen` works seamlessly
 - **Test**: Recreation process from `.prompt/` files
 - **Validate**: Multi-problem type generation
 
@@ -144,7 +144,7 @@
 
 ```json
 {
-  "question_name": "snake_case_name",
+  "problem_name": "snake_case_name",
   "class_name": "PascalCaseName",
   "method_name": "snake_case_method",
   "problem_number": "226",
@@ -181,16 +181,16 @@
 ### Automated Validation
 
 8. ✅ Automated diff shows no differences vs `leetcode/.example/`
-9. ✅ `make q-validate` passes for all problem types
+9. ✅ `make p-validate` passes for all problem types
 10. ✅ Recreation from `.prompt/` works flawlessly
 11. ✅ All linting passes (`make lint`)
-12. ✅ Tests run successfully (`make q-test`)
+12. ✅ Tests run successfully (`make p-test`)
 
 ## Files to Modify
 
 ### Template Files
 
-1. `.templates/leetcode/{{cookiecutter.question_name}}/`
+1. `.templates/leetcode/{{cookiecutter.problem_name}}/`
     - **Add**: `__init__.py` (empty file)
     - **Update**: `solution.py` (modern syntax, imports)
     - **Update**: `tests.py` (match `leetcode/.example/` format)
@@ -212,7 +212,7 @@
 ### Validation Tools
 
 4. **Reusable**: `.amazonq/plan/compare_template_files.py` (handles both template and generated comparisons)
-5. **New**: Makefile target `make q-validate`
+5. **New**: Makefile target `make p-validate`
 
 ## Risk Mitigation
 
diff --git a/.amazonq/rules/development-rules.md b/.amazonq/rules/development-rules.md
index a58c937..671ffc8 100644
--- a/.amazonq/rules/development-rules.md
+++ b/.amazonq/rules/development-rules.md
@@ -14,7 +14,7 @@
 
 ## Testing
 
-- Test specific: `make q-test QUESTION=<name>`
+- Test specific: `make p-test PROBLEM=<name>`
 - Test all: `make test`
 - Beautiful logging with loguru
 
diff --git a/.amazonq/rules/question-creation.md b/.amazonq/rules/problem-creation.md
similarity index 76%
rename from .amazonq/rules/question-creation.md
rename to .amazonq/rules/problem-creation.md
index e19e677..746a04b 100644
--- a/.amazonq/rules/question-creation.md
+++ b/.amazonq/rules/problem-creation.md
@@ -1,12 +1,12 @@
-# Question Creation Guide
+# Problem Creation Guide
 
 ## Quick Steps
 
-1. Create JSON: `.templates/leetcode/json/{question_name}.json`
-2. Update Makefile: `QUESTION ?= your_new_question`
-3. Generate: `make q-gen`
+1. Create JSON: `.templates/leetcode/json/{problem_name}.json`
+2. Update Makefile: `PROBLEM ?= your_new_problem`
+3. Generate: `make p-gen`
 4. Verify: `make lint`
-5. **If you edit generated files**: Update JSON template, then `make q-gen FORCE=1` to ensure reproducibility
+5. **If you edit generated files**: Update JSON template, then `make p-gen FORCE=1` to ensure reproducibility
 
 ## JSON Template Rules
 
@@ -15,7 +15,7 @@
 - **Basic problems**: Use `.templates/leetcode/examples/basic.json5`
 - **Don't add extra fields** - templates are complete
 - **If lint fails**: Fix JSON and regenerate, don't edit generated files
-- **After any manual edits**: Always update JSON template and verify with `make q-gen FORCE=1`
+- **After any manual edits**: Always update JSON template and verify with `make p-gen FORCE=1`
 
 ## Tags (Optional)
 
diff --git a/.templates/leetcode/cookiecutter.json b/.templates/leetcode/cookiecutter.json
index 074e0c1..e44999d 100644
--- a/.templates/leetcode/cookiecutter.json
+++ b/.templates/leetcode/cookiecutter.json
@@ -1,5 +1,5 @@
 {
-    "question_name": "two_sum",
+    "problem_name": "two_sum",
     "class_name": "TwoSum",
     "method_name": "two_sum",
     "problem_number": "1",
diff --git a/.templates/leetcode/examples/README.md b/.templates/leetcode/examples/README.md
index ff9c4d5..0f59d7c 100644
--- a/.templates/leetcode/examples/README.md
+++ b/.templates/leetcode/examples/README.md
@@ -5,9 +5,9 @@ Reference templates for creating new LeetCode problems. **Copy from these exampl
 ## Usage
 
 1. **Choose the right template** based on problem type
-2. **Copy the entire structure** to `.templates/leetcode/json/{question_name}.json`
+2. **Copy the entire structure** to `.templates/leetcode/json/{problem_name}.json`
 3. **Update all fields** with your problem's data
-4. **Generate**: `make q-gen QUESTION=your_question`
+4. **Generate**: `make p-gen PROBLEM=your_problem`
 
 ## Templates
 
@@ -45,7 +45,7 @@ Reference templates for creating new LeetCode problems. **Copy from these exampl
 
 ### Required Core Fields
 
-- `question_name`, `class_name`, `method_name`
+- `problem_name`, `class_name`, `method_name`
 - `problem_number`, `problem_title`, `difficulty`, `topics`
 - `problem_description`, `examples`, `constraints`
 - `parameters`, `return_type`, `dummy_return`
@@ -68,4 +68,4 @@ Reference templates for creating new LeetCode problems. **Copy from these exampl
 1. **Copy structure exactly** - all fields are required
 2. **Use modern Python syntax**: `list[int]`, `TreeNode | None`
 3. **Match existing patterns** - see current JSON files for reference
-4. **Test thoroughly** - run `make lint` and `make q-test` after generation
+4. **Test thoroughly** - run `make lint` and `make p-test` after generation
diff --git a/.templates/leetcode/examples/basic.json5 b/.templates/leetcode/examples/basic.json5
index cbc4eec..8f0e1ba 100644
--- a/.templates/leetcode/examples/basic.json5
+++ b/.templates/leetcode/examples/basic.json5
@@ -3,7 +3,7 @@
   // Copy this structure when creating new basic problems
 
   // REQUIRED: Core identifiers
-  "question_name": "two_sum",
+  "problem_name": "two_sum",
   "class_name": "TwoSum",
   "method_name": "two_sum",
 
diff --git a/.templates/leetcode/examples/linked_list.json5 b/.templates/leetcode/examples/linked_list.json5
index 034c869..06d0b13 100644
--- a/.templates/leetcode/examples/linked_list.json5
+++ b/.templates/leetcode/examples/linked_list.json5
@@ -3,7 +3,7 @@
   // Use this for problems involving ListNode structures
 
   // REQUIRED: Core identifiers
-  "question_name": "reverse_linked_list_ii",
+  "problem_name": "reverse_linked_list_ii",
   "class_name": "ReverseLinkedListII",
   "method_name": "reverse_between",
 
diff --git a/.templates/leetcode/examples/matrix.json5 b/.templates/leetcode/examples/matrix.json5
index 99c4411..e0cb669 100644
--- a/.templates/leetcode/examples/matrix.json5
+++ b/.templates/leetcode/examples/matrix.json5
@@ -3,7 +3,7 @@
   // Use this for 2D array/matrix problems
 
   // REQUIRED: Core identifiers
-  "question_name": "rotate_image",
+  "problem_name": "rotate_image",
   "class_name": "RotateImage",
   "method_name": "rotate",
 
diff --git a/.templates/leetcode/examples/string.json5 b/.templates/leetcode/examples/string.json5
index 4369889..61411a7 100644
--- a/.templates/leetcode/examples/string.json5
+++ b/.templates/leetcode/examples/string.json5
@@ -3,7 +3,7 @@
   // Use this for string manipulation problems
 
   // REQUIRED: Core identifiers
-  "question_name": "valid_palindrome",
+  "problem_name": "valid_palindrome",
   "class_name": "ValidPalindrome",
   "method_name": "is_palindrome",
 
diff --git a/.templates/leetcode/examples/tree.json5 b/.templates/leetcode/examples/tree.json5
index 4142525..ae66571 100644
--- a/.templates/leetcode/examples/tree.json5
+++ b/.templates/leetcode/examples/tree.json5
@@ -3,7 +3,7 @@
   // Use this for problems involving TreeNode structures
 
   // REQUIRED: Core identifiers
-  "question_name": "invert_binary_tree",
+  "problem_name": "invert_binary_tree",
   "class_name": "InvertBinaryTree",
   "method_name": "invert_tree",
 
diff --git a/.templates/leetcode/gen.py b/.templates/leetcode/gen.py
index 9eb361c..4de54a7 100644
--- a/.templates/leetcode/gen.py
+++ b/.templates/leetcode/gen.py
@@ -81,18 +81,18 @@ def convert_arrays_to_nested(data: dict) -> dict:
     return extra_context
 
 
-def check_overwrite_permission(question_name: str, force: bool) -> None:
+def check_overwrite_permission(problem_name: str, force: bool) -> None:
 
     if force:
         return
 
     output_dir = Path(__file__).parent.parent.parent / "leetcode"
-    problem_dir = output_dir / question_name
+    problem_dir = output_dir / problem_name
 
     if not problem_dir.exists():
         return
 
-    typer.echo(f"⚠️  Warning: Question '{question_name}' already exists in leetcode/", err=True)
+    typer.echo(f"⚠️  Warning: Problem '{problem_name}' already exists in leetcode/", err=True)
     typer.echo("This will overwrite existing files. Use --force to skip this check.", err=True)
 
     if sys.stdin.isatty():  # Interactive terminal
@@ -129,8 +129,8 @@ def generate_problem(json_file: str, force: bool = False) -> None:
     extra_context = convert_arrays_to_nested(data)
 
     # Check if problem already exists
-    question_name = extra_context.get("question_name", "unknown")
-    check_overwrite_permission(question_name, force)
+    problem_name = extra_context.get("problem_name", "unknown")
+    check_overwrite_permission(problem_name, force)
 
     # Generate project using cookiecutter
     template_dir = Path(__file__).parent
@@ -144,7 +144,7 @@ def generate_problem(json_file: str, force: bool = False) -> None:
         output_dir=str(output_dir),
     )
 
-    typer.echo(f"✅ Generated problem: {question_name}")
+    typer.echo(f"✅ Generated problem: {problem_name}")
 
 
 if __name__ == "__main__":
diff --git a/.templates/leetcode/json/insert_interval.json b/.templates/leetcode/json/insert_interval.json
index 6e4993f..7ef05d4 100644
--- a/.templates/leetcode/json/insert_interval.json
+++ b/.templates/leetcode/json/insert_interval.json
@@ -1,5 +1,5 @@
 {
-    "question_name": "insert_interval",
+    "problem_name": "insert_interval",
     "class_name": "InsertInterval",
     "method_name": "insert",
     "problem_number": "57",
diff --git a/.templates/leetcode/json/invert_binary_tree.json b/.templates/leetcode/json/invert_binary_tree.json
index f8e2b15..c0a07c5 100644
--- a/.templates/leetcode/json/invert_binary_tree.json
+++ b/.templates/leetcode/json/invert_binary_tree.json
@@ -1,5 +1,5 @@
 {
-    "question_name": "invert_binary_tree",
+    "problem_name": "invert_binary_tree",
     "class_name": "InvertBinaryTree",
     "method_name": "invert_tree",
     "problem_number": "226",
diff --git a/.templates/leetcode/json/reverse_linked_list_ii.json b/.templates/leetcode/json/reverse_linked_list_ii.json
index 4911032..73e2d6e 100644
--- a/.templates/leetcode/json/reverse_linked_list_ii.json
+++ b/.templates/leetcode/json/reverse_linked_list_ii.json
@@ -20,7 +20,7 @@
     "problem_description": "Given the head of a singly linked list and two integers left and right where left <= right, reverse the nodes of the list from position left to position right, and return the reversed list.",
     "problem_number": "92",
     "problem_title": "Reverse Linked List II",
-    "question_name": "reverse_linked_list_ii",
+    "problem_name": "reverse_linked_list_ii",
     "return_type": "ListNode | None",
     "dummy_return": "None",
     "test_cases": [
diff --git a/.templates/leetcode/{{cookiecutter.question_name}}/README.md b/.templates/leetcode/{{cookiecutter.problem_name}}/README.md
similarity index 88%
rename from .templates/leetcode/{{cookiecutter.question_name}}/README.md
rename to .templates/leetcode/{{cookiecutter.problem_name}}/README.md
index 847a372..b281830 100644
--- a/.templates/leetcode/{{cookiecutter.question_name}}/README.md
+++ b/.templates/leetcode/{{cookiecutter.problem_name}}/README.md
@@ -3,7 +3,7 @@
 **Difficulty:** {{cookiecutter.difficulty}}
 **Topics:** {{cookiecutter.topics}}
 **Tags:** {% for _, tags in cookiecutter._tags | dictsort %}{{ tags | join(', ') }}{% endfor %}
-**LeetCode:** [Problem {{cookiecutter.problem_number}}](https://leetcode.com/problems/{{cookiecutter.question_name.replace('_', "-")}}/description/)
+**LeetCode:** [Problem {{cookiecutter.problem_number}}](https://leetcode.com/problems/{{cookiecutter.problem_name.replace('_', "-")}}/description/)
 
 ## Problem Description
 
diff --git a/.templates/leetcode/{{cookiecutter.question_name}}/__init__.py b/.templates/leetcode/{{cookiecutter.problem_name}}/__init__.py
similarity index 100%
rename from .templates/leetcode/{{cookiecutter.question_name}}/__init__.py
rename to .templates/leetcode/{{cookiecutter.problem_name}}/__init__.py
diff --git a/.templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb b/.templates/leetcode/{{cookiecutter.problem_name}}/playground.ipynb
similarity index 100%
rename from .templates/leetcode/{{cookiecutter.question_name}}/playground.ipynb
rename to .templates/leetcode/{{cookiecutter.problem_name}}/playground.ipynb
diff --git a/.templates/leetcode/{{cookiecutter.question_name}}/solution.py b/.templates/leetcode/{{cookiecutter.problem_name}}/solution.py
similarity index 100%
rename from .templates/leetcode/{{cookiecutter.question_name}}/solution.py
rename to .templates/leetcode/{{cookiecutter.problem_name}}/solution.py
diff --git a/.templates/leetcode/{{cookiecutter.question_name}}/tests.py b/.templates/leetcode/{{cookiecutter.problem_name}}/tests.py
similarity index 100%
rename from .templates/leetcode/{{cookiecutter.question_name}}/tests.py
rename to .templates/leetcode/{{cookiecutter.problem_name}}/tests.py
diff --git a/Makefile b/Makefile
index a7a5814..75bb70a 100644
--- a/Makefile
+++ b/Makefile
@@ -1,5 +1,5 @@
 PYTHON_VERSION = 3.13
-QUESTION ?= insert_interval
+PROBLEM ?= insert_interval
 FORCE ?= 0
 
 sync_submodules:
@@ -46,39 +46,39 @@ test:
 		--ignore=.templates \
 		--ignore=leetcode/__pycache__
 
-# Test Questions
-q-test:
-	@echo "Testing question: $(QUESTION)"
-	@if [ ! -d "leetcode/$(QUESTION)" ]; then \
-		echo "Error: Question '$(QUESTION)' not found in leetcode/ directory"; \
+# Test Problems
+p-test:
+	@echo "Testing problem: $(PROBLEM)"
+	@if [ ! -d "leetcode/$(PROBLEM)" ]; then \
+		echo "Error: Problem '$(PROBLEM)' not found in leetcode/ directory"; \
 		exit 1; \
 	fi
-	poetry run pytest leetcode/$(QUESTION)/tests.py -v -s
+	poetry run pytest leetcode/$(PROBLEM)/tests.py -v -s
 
-# Generate Question
-q-gen:
-	@echo "Generating question: $(QUESTION)"
-	poetry run python .templates/leetcode/gen.py .templates/leetcode/json/$(QUESTION).json $(if $(filter 1,$(FORCE)),--force)
+# Generate Problem
+p-gen:
+	@echo "Generating problem: $(PROBLEM)"
+	poetry run python .templates/leetcode/gen.py .templates/leetcode/json/$(PROBLEM).json $(if $(filter 1,$(FORCE)),--force)
 
-# Generate All Questions - useful for people who fork this repo
-gen-all-questions:
-	@echo "This will DELETE all existing questions and regenerate from JSON templates."
+# Generate All Problems - useful for people who fork this repo
+gen-all-problems:
+	@echo "This will DELETE all existing problems and regenerate from JSON templates."
 	@read -p "Are you sure? (y/N): " confirm && [ "$$confirm" = "y" ] || exit 1
-	@echo "Deleting existing questions..."
+	@echo "Deleting existing problems..."
 	@rm -rf leetcode/*/
-	@echo "Generating all questions..."
+	@echo "Generating all problems..."
 	@for json_file in .templates/leetcode/json/*.json; do \
-		question=$$(basename "$$json_file" .json); \
-		echo "Generating: $$question"; \
+		problem=$$(basename "$$json_file" .json); \
+		echo "Generating: $$problem"; \
 		poetry run python .templates/leetcode/gen.py "$$json_file" $(if $(filter 1,$(FORCE)),--force); \
 	done
 
-# Validate Question - INTERNAL USE ONLY: For cookiecutter template creation/validation
+# Validate Problem - INTERNAL USE ONLY: For cookiecutter template creation/validation
 # Do not use during normal problem solving - only for template development
-q-validate:
-	@echo "Validating question: $(QUESTION)"
-	@if [ ! -d "leetcode/$(QUESTION)" ]; then \
-		echo "Error: Generated question '$(QUESTION)' not found. Run: make q-gen QUESTION=$(QUESTION)"; \
+p-validate:
+	@echo "Validating problem: $(PROBLEM)"
+	@if [ ! -d "leetcode/$(PROBLEM)" ]; then \
+		echo "Error: Generated problem '$(PROBLEM)' not found. Run: make p-gen PROBLEM=$(PROBLEM)"; \
 		exit 1; \
 	fi
-	poetry run python .amazonq/plan/compare_template_files.py generated --question=$(QUESTION)
+	poetry run python .amazonq/plan/compare_template_files.py generated --problem=$(PROBLEM)
diff --git a/README.md b/README.md
index 7e71c22..0289374 100644
--- a/README.md
+++ b/README.md
@@ -14,8 +14,8 @@ Premium LeetCode practice environment with modern Python tooling, beautiful tree
 - **Template-driven development** - Consistent structure for every problem
 - **Beautiful visualizations** - TreeNode with anytree/Graphviz, ListNode with arrows
 - **Interactive notebooks** - Multi-cell playground for each problem
-- **One-command testing** - `make q-test QUESTION=problem_name`
-- **Bulk regeneration** - `make gen-all-questions` from JSON templates
+- **One-command testing** - `make p-test PROBLEM=problem_name`
+- **Bulk regeneration** - `make gen-all-problems` from JSON templates
 - **Full linting** - black, isort, ruff, mypy with nbqa for notebooks
 - **Modern Python** - PEP 585/604 syntax with full type hints
 
@@ -23,8 +23,8 @@ Premium LeetCode practice environment with modern Python tooling, beautiful tree
 
 ```bash
 # Run existing problems
-make q-test QUESTION=insert_interval
-make q-test QUESTION=invert_binary_tree
+make p-test PROBLEM=insert_interval
+make p-test PROBLEM=invert_binary_tree
 
 # Run all tests
 make test
@@ -32,23 +32,23 @@ make test
 
 **Adding new problems**:
 
-- Copy question and placeholder solution from LeetCode
+- Copy problem and placeholder solution from LeetCode
 - Ask LLM to generate them
-- LLM follows workflow in `.amazonq/rules/question-creation.md` using cookiecutter templates
+- LLM follows workflow in `.amazonq/rules/problem-creation.md` using cookiecutter templates
 
 ## 🧰 Commands
 
 ```bash
-make q-test QUESTION=insert_interval    # Test specific problem
+make p-test PROBLEM=insert_interval     # Test specific problem
 make test                               # Run all tests
 make lint                               # Code quality checks
-make q-gen QUESTION=new_prob            # Generate new problem
+make p-gen PROBLEM=new_prob             # Generate new problem
 ```
 
 **🍴 Fork Setup**:
 
 ```bash
-make gen-all-questions                  # Regenerate all problems from JSON templates
+make gen-all-problems                   # Regenerate all problems from JSON templates
 ```
 
 ## 🧰 Helper Classes

From cd2ee55a11cd4ec6be5133492169c8d146c02835 Mon Sep 17 00:00:00 2001
From: Wisaroot Lertthaweedech <l.wisaroot@gmail.com>
Date: Sat, 30 Aug 2025 18:49:13 +0700
Subject: [PATCH 10/15] docs: update README.md

---
 README.md                                     | 118 +++++++++++++++--
 docs/images/linkedlist-viz.png                | Bin 0 -> 30293 bytes
 docs/images/notebook-example.png              | Bin 0 -> 86386 bytes
 docs/images/tree-viz.png                      | Bin 0 -> 55495 bytes
 leetcode/insert_interval/playground.ipynb     |  33 +++--
 leetcode/insert_interval/solution.py          |  24 +++-
 leetcode/invert_binary_tree/playground.ipynb  | 123 ++++++++++++++++--
 leetcode/invert_binary_tree/solution.py       |  11 +-
 .../reverse_linked_list_ii/playground.ipynb   |  38 ++++--
 leetcode/reverse_linked_list_ii/solution.py   |  29 ++++-
 10 files changed, 320 insertions(+), 56 deletions(-)
 create mode 100644 docs/images/linkedlist-viz.png
 create mode 100644 docs/images/notebook-example.png
 create mode 100644 docs/images/tree-viz.png

diff --git a/README.md b/README.md
index 0289374..466bc44 100644
--- a/README.md
+++ b/README.md
@@ -9,6 +9,80 @@
 
 Premium LeetCode practice environment with modern Python tooling, beautiful tree visualizations, and comprehensive testing.
 
+## 📋 Prerequisites
+
+- Python 3.9+
+- make
+- git
+- Optional: Graphviz for tree visualizations
+
+## 🛠️ Installation
+
+```bash
+# Clone the repository
+git clone https://github.com/wisarootl/leetcode-py.git
+cd leetcode-py
+
+# Install dependencies
+pip install -r requirements.txt
+
+# Generate all problems
+make gen-all-problems
+
+# Verify setup
+make test
+```
+
+## 📁 Problem Structure
+
+Each problem follows a consistent template:
+
+```
+leetcode/two_sum/
+├── README.md          # Problem description and examples
+├── solution.py        # Your implementation with TODO placeholder
+├── tests.py          # Comprehensive test cases
+├── notebook.ipynb    # Interactive playground
+└── __init__.py       # Package marker
+```
+
+## 🎯 Supported Problem Categories
+
+- **Arrays & Hashing** - Two Sum, Group Anagrams, Top K Elements
+- **Two Pointers** - Valid Palindrome, Container With Most Water
+- **Sliding Window** - Longest Substring, Minimum Window
+- **Stack** - Valid Parentheses, Daily Temperatures
+- **Binary Search** - Search Rotated Array, Find Minimum
+- **Linked Lists** - Reverse List, Merge Lists, Detect Cycle
+- **Trees** - Invert Tree, Maximum Depth, Serialize/Deserialize
+- **Tries** - Implement Trie, Word Search II
+- **Heap/Priority Queue** - Merge K Lists, Find Median
+- **Backtracking** - Combination Sum, Word Search, N-Queens
+- **Graphs** - Clone Graph, Course Schedule, Islands
+- **Advanced DP** - Climbing Stairs, Coin Change, LCS
+- **Greedy** - Jump Game, Gas Station
+- **Intervals** - Merge Intervals, Meeting Rooms
+- **Math & Geometry** - Rotate Image, Spiral Matrix
+
+Includes problems from **Blind 75**, **Grind 75**, **NeetCode 150**, and **Top Interview Questions**. This is an ongoing project - contributions are welcome!
+
+## 🎨 Visualizations
+
+### Tree Visualization
+
+![Tree Visualization Placeholder](docs/images/tree-viz.png)
+_Beautiful tree rendering with anytree and Graphviz_
+
+### Linked List Visualization
+
+![LinkedList Visualization Placeholder](docs/images/linkedlist-viz.png)
+_Clean arrow-based list visualization_
+
+### Jupyter Notebook Integration
+
+![Notebook Placeholder](docs/images/notebook-example.png)
+_Interactive multi-cell playground for each problem_
+
 ## ✨ Features
 
 - **Template-driven development** - Consistent structure for every problem
@@ -22,6 +96,9 @@ Premium LeetCode practice environment with modern Python tooling, beautiful tree
 ## 🚀 Quick Start
 
 ```bash
+# Generate all problems to start practicing
+make gen-all-problems
+
 # Run existing problems
 make p-test PROBLEM=insert_interval
 make p-test PROBLEM=invert_binary_tree
@@ -30,25 +107,42 @@ make p-test PROBLEM=invert_binary_tree
 make test
 ```
 
-**Adding new problems**:
+## 🔄 Workflow Examples
 
-- Copy problem and placeholder solution from LeetCode
-- Ask LLM to generate them
-- LLM follows workflow in `.amazonq/rules/problem-creation.md` using cookiecutter templates
+**Practice existing problems**:
+
+```bash
+# Work on a specific problem
+make p-test PROBLEM=two_sum
+# Edit leetcode/two_sum/solution.py
+# Run tests to verify
+```
 
-## 🧰 Commands
+**Add new problems**:
 
 ```bash
-make p-test PROBLEM=insert_interval     # Test specific problem
-make test                               # Run all tests
-make lint                               # Code quality checks
-make p-gen PROBLEM=new_prob             # Generate new problem
+# Copy problem description and solution placeholder from LeetCode
+# Then ask your LLM assistant:
+# "Create a new LeetCode problem for Valid Anagram"
+#
+# Behind the scenes, the LLM will:
+# 1. Create JSON template following .amazonq/rules/problem-creation.md
+# 2. Run `make p-gen PROBLEM=valid_anagram`
+# 3. Generate complete problem structure with tests
+# 4. You just implement the solution!
 ```
 
-**🍴 Fork Setup**:
+_The LLM follows structured rules in `.amazonq/rules/problem-creation.md` to ensure consistent, high-quality problem generation using proven templates._
+
+**Bulk operations**:
 
 ```bash
-make gen-all-problems                   # Regenerate all problems from JSON templates
+# Test all problems
+make test
+# Regenerate all from templates
+make gen-all-problems
+# Check code quality
+make lint
 ```
 
 ## 🧰 Helper Classes
@@ -63,4 +157,6 @@ make gen-all-problems                   # Regenerate all problems from JSON temp
     - Perfect for debugging linked list problems
 - New helpers: Add to `leetcode_py/`
 
+This is an ongoing project - contributions are welcome!
+
 Perfect for interview preparation with professional-grade tooling and beautiful visualizations.
diff --git a/docs/images/linkedlist-viz.png b/docs/images/linkedlist-viz.png
new file mode 100644
index 0000000000000000000000000000000000000000..46df3b5c81fdde319d5b931eca5706d32505d85f
GIT binary patch
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HcmV?d00001

diff --git a/leetcode/insert_interval/playground.ipynb b/leetcode/insert_interval/playground.ipynb
index c50c4b8..af3d55c 100644
--- a/leetcode/insert_interval/playground.ipynb
+++ b/leetcode/insert_interval/playground.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "id": "imports",
    "metadata": {},
    "outputs": [],
@@ -12,31 +12,42 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "id": "setup",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Example test case",
-    "intervals = [[1,3],[6,9]]",
-    "newInterval = [2,5]",
-    "expected = [[1,5],[6,9]]"
+    "# Example test case\n",
+    "intervals = [[1, 3], [6, 9]]\n",
+    "newInterval = [2, 5]\n",
+    "expected = [[1, 5], [6, 9]]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "id": "execute",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[[1, 5], [6, 9]]"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "result = Solution().insert(intervals, newInterval)",
+    "result = Solution().insert(intervals, newInterval)\n",
     "result"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "id": "test",
    "metadata": {},
    "outputs": [],
@@ -59,7 +70,7 @@
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
-   "nbconvert_exporter": "python3",
+   "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
    "version": "3.13.7"
   }
diff --git a/leetcode/insert_interval/solution.py b/leetcode/insert_interval/solution.py
index e9ac7fb..a16b0d9 100644
--- a/leetcode/insert_interval/solution.py
+++ b/leetcode/insert_interval/solution.py
@@ -1,6 +1,22 @@
 class Solution:
-    # Time: O(?)
-    # Space: O(?)
+    # Time: O(n)
+    # Space: O(n)
     def insert(self, intervals: list[list[int]], newInterval: list[int]) -> list[list[int]]:
-        # TODO: Implement solution
-        return []
+        result = []
+        i = 0
+
+        # Add intervals before newInterval
+        while i < len(intervals) and intervals[i][1] < newInterval[0]:
+            result.append(intervals[i])
+            i += 1
+
+        # Merge overlapping intervals
+        while i < len(intervals) and intervals[i][0] <= newInterval[1]:
+            newInterval[0] = min(newInterval[0], intervals[i][0])
+            newInterval[1] = max(newInterval[1], intervals[i][1])
+            i += 1
+        result.append(newInterval)
+
+        # Add remaining intervals
+        result.extend(intervals[i:])
+        return result
diff --git a/leetcode/invert_binary_tree/playground.ipynb b/leetcode/invert_binary_tree/playground.ipynb
index 069f5b5..3ba0c7d 100644
--- a/leetcode/invert_binary_tree/playground.ipynb
+++ b/leetcode/invert_binary_tree/playground.ipynb
@@ -2,42 +2,145 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "id": "imports",
    "metadata": {},
    "outputs": [],
    "source": [
-    "from solution import Solution",
-    "",
+    "from solution import Solution\n",
+    "\n",
     "from leetcode_py.tree_node import TreeNode"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "id": "setup",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Example test case",
-    "root = TreeNode.from_list([4, 2, 7, 1, 3, 6, 9])",
+    "# Example test case\n",
+    "root = TreeNode.from_list([4, 2, 7, 1, 3, 6, 9])\n",
     "expected = TreeNode.from_list([4, 7, 2, 9, 6, 3, 1])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "id": "execute",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
+       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
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+       " -->\n",
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+       " viewBox=\"0.00 0.00 278.00 188.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+       "<g id=\"graph0\" class=\"graph\" transform=\"scale(1 1) rotate(0) translate(4 184)\">\n",
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+       "</g>\n",
+       "<!-- 0&#45;&gt;1 -->\n",
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+       "<title>0&#45;&gt;1</title>\n",
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+       "<g id=\"edge4\" class=\"edge\">\n",
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+       "<title>2</title>\n",
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+       "</g>\n",
+       "<!-- 1&#45;&gt;2 -->\n",
+       "<g id=\"edge2\" class=\"edge\">\n",
+       "<title>1&#45;&gt;2</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M84.08,-74.5C74.23,-64.92 61.14,-52.19 49.97,-41.34\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"52.59,-39 42.98,-34.54 47.71,-44.02 52.59,-39\"/>\n",
+       "</g>\n",
+       "<!-- 3 -->\n",
+       "<g id=\"node4\" class=\"node\">\n",
+       "<title>3</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"99\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+       "<text xml:space=\"preserve\" text-anchor=\"middle\" x=\"99\" y=\"-12.95\" font-family=\"Times,serif\" font-size=\"14.00\">6</text>\n",
+       "</g>\n",
+       "<!-- 1&#45;&gt;3 -->\n",
+       "<g id=\"edge3\" class=\"edge\">\n",
+       "<title>1&#45;&gt;3</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M99,-71.7C99,-64.41 99,-55.73 99,-47.54\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"102.5,-47.62 99,-37.62 95.5,-47.62 102.5,-47.62\"/>\n",
+       "</g>\n",
+       "<!-- 5 -->\n",
+       "<g id=\"node6\" class=\"node\">\n",
+       "<title>5</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"171\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+       "<text xml:space=\"preserve\" text-anchor=\"middle\" x=\"171\" y=\"-12.95\" font-family=\"Times,serif\" font-size=\"14.00\">3</text>\n",
+       "</g>\n",
+       "<!-- 4&#45;&gt;5 -->\n",
+       "<g id=\"edge5\" class=\"edge\">\n",
+       "<title>4&#45;&gt;5</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M171,-71.7C171,-64.41 171,-55.73 171,-47.54\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"174.5,-47.62 171,-37.62 167.5,-47.62 174.5,-47.62\"/>\n",
+       "</g>\n",
+       "<!-- 6 -->\n",
+       "<g id=\"node7\" class=\"node\">\n",
+       "<title>6</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"243\" cy=\"-18\" rx=\"27\" ry=\"18\"/>\n",
+       "<text xml:space=\"preserve\" text-anchor=\"middle\" x=\"243\" y=\"-12.95\" font-family=\"Times,serif\" font-size=\"14.00\">1</text>\n",
+       "</g>\n",
+       "<!-- 4&#45;&gt;6 -->\n",
+       "<g id=\"edge6\" class=\"edge\">\n",
+       "<title>4&#45;&gt;6</title>\n",
+       "<path fill=\"none\" stroke=\"black\" d=\"M185.92,-74.5C195.77,-64.92 208.86,-52.19 220.03,-41.34\"/>\n",
+       "<polygon fill=\"black\" stroke=\"black\" points=\"222.29,-44.02 227.02,-34.54 217.41,-39 222.29,-44.02\"/>\n",
+       "</g>\n",
+       "</g>\n",
+       "</svg>\n"
+      ],
+      "text/plain": [
+       "TreeNode([4, 7, 2, 9, 6, 3, 1])"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "result = Solution().invert_tree(root)",
+    "result = Solution().invert_tree(root)\n",
     "result"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "id": "test",
    "metadata": {},
    "outputs": [],
diff --git a/leetcode/invert_binary_tree/solution.py b/leetcode/invert_binary_tree/solution.py
index e7efd20..5df0b83 100644
--- a/leetcode/invert_binary_tree/solution.py
+++ b/leetcode/invert_binary_tree/solution.py
@@ -2,8 +2,11 @@
 
 
 class Solution:
-    # Time: O(?)
-    # Space: O(?)
+    # Time: O(n)
+    # Space: O(h)
     def invert_tree(self, root: TreeNode | None) -> TreeNode | None:
-        # TODO: Implement solution
-        return None
+        if not root:
+            return None
+
+        root.left, root.right = self.invert_tree(root.right), self.invert_tree(root.left)
+        return root
diff --git a/leetcode/reverse_linked_list_ii/playground.ipynb b/leetcode/reverse_linked_list_ii/playground.ipynb
index 7c9e5dd..74f09dc 100644
--- a/leetcode/reverse_linked_list_ii/playground.ipynb
+++ b/leetcode/reverse_linked_list_ii/playground.ipynb
@@ -2,44 +2,58 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "id": "imports",
    "metadata": {},
    "outputs": [],
    "source": [
-    "from solution import Solution",
-    "",
+    "from solution import Solution\n",
+    "\n",
     "from leetcode_py.list_node import ListNode"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "id": "setup",
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Example test case",
-    "head = ListNode.from_list([1, 2, 3, 4, 5])",
-    "left = 2",
-    "right = 4",
+    "# Example test case\n",
+    "head = ListNode.from_list([1, 2, 3, 4, 5])\n",
+    "left = 2\n",
+    "right = 4\n",
     "expected = ListNode.from_list([1, 4, 3, 2, 5])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "id": "execute",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "1 -> 4 -> 3 -> 2 -> 5"
+      ],
+      "text/plain": [
+       "ListNode([1, 4, 3, 2, 5])"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "result = Solution().reverse_between(head, left, right)",
+    "result = Solution().reverse_between(head, left, right)\n",
     "result"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "id": "test",
    "metadata": {},
    "outputs": [],
diff --git a/leetcode/reverse_linked_list_ii/solution.py b/leetcode/reverse_linked_list_ii/solution.py
index d3a84e3..2b7e88b 100644
--- a/leetcode/reverse_linked_list_ii/solution.py
+++ b/leetcode/reverse_linked_list_ii/solution.py
@@ -2,8 +2,29 @@
 
 
 class Solution:
-    # Time: O(?)
-    # Space: O(?)
+    # Time: O(n)
+    # Space: O(1)
     def reverse_between(self, head: ListNode | None, left: int, right: int) -> ListNode | None:
-        # TODO: Implement solution
-        return None
+        if not head or left == right:
+            return head
+
+        dummy = ListNode(0)
+        dummy.next = head
+        prev = dummy
+
+        # Move to position before left
+        for _ in range(left - 1):
+            assert prev.next
+            prev = prev.next
+
+        # Reverse from left to right
+        assert prev.next
+        curr = prev.next
+        for _ in range(right - left):
+            assert curr.next
+            next_node = curr.next
+            curr.next = next_node.next
+            next_node.next = prev.next
+            prev.next = next_node
+
+        return dummy.next

From e0ad6f064610041cfe56a7ee4262b0c70c0de3be Mon Sep 17 00:00:00 2001
From: Wisaroot Lertthaweedech <l.wisaroot@gmail.com>
Date: Sat, 30 Aug 2025 19:10:34 +0700
Subject: [PATCH 11/15] feat: dev

---
 Makefile                 |   2 +-
 README.md                |   2 +-
 pyproject.toml           |   4 +-
 tests/__init__.py        |   1 +
 tests/test_list_node.py  | 105 +++++++++++++++++++++++++
 tests/test_test_utils.py |  71 +++++++++++++++++
 tests/test_tree_node.py  | 161 +++++++++++++++++++++++++++++++++++++++
 7 files changed, 342 insertions(+), 4 deletions(-)
 create mode 100644 tests/__init__.py
 create mode 100644 tests/test_list_node.py
 create mode 100644 tests/test_test_utils.py
 create mode 100644 tests/test_tree_node.py

diff --git a/Makefile b/Makefile
index 75bb70a..a3a1721 100644
--- a/Makefile
+++ b/Makefile
@@ -39,7 +39,7 @@ lint:
 
 
 test:
-	poetry run pytest leetcode/ \
+	poetry run pytest leetcode/ tests/ \
 		-v --cov=leetcode --cov=leetcode_py \
 		--cov-report=term-missing \
 		--cov-report=xml \
diff --git a/README.md b/README.md
index 466bc44..00249b4 100644
--- a/README.md
+++ b/README.md
@@ -7,7 +7,7 @@
 [![tests](https://img.shields.io/github/actions/workflow/status/wisarootl/leetcode-py/ci-test.yml?branch=main&label=tests&logo=github)](https://github.com/wisarootl/zerv/actions/workflows/ci-test.yml)
 [![release](https://img.shields.io/github/actions/workflow/status/wisarootl/leetcode-py/cd.yml?branch=main&label=release&logo=github)](https://github.com/wisarootl/zerv/actions/workflows/cd.yml)
 
-Premium LeetCode practice environment with modern Python tooling, beautiful tree visualizations, and comprehensive testing.
+Premium LeetCode practice repository with Python solutions, algorithm templates, data structure visualizations, and automated testing. Perfect for coding interview preparation, competitive programming, and mastering algorithms with Blind 75, Grind 75, and NeetCode 150 problems.
 
 ## 📋 Prerequisites
 
diff --git a/pyproject.toml b/pyproject.toml
index 0c2bb31..a0725cf 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -69,8 +69,8 @@ disable_error_code = ["return", "no-redef"]
 exclude = [".templates"]
 
 [tool.pytest.ini_options]
-testpaths = ["leetcode"]
-python_files = ["tests.py"]
+testpaths = ["leetcode", "tests"]
+python_files = ["tests.py", "test_*.py"]
 python_classes = ["Test*"]
 python_functions = ["test_*"]
 addopts = "-v --tb=short"
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 0000000..d4839a6
--- /dev/null
+++ b/tests/__init__.py
@@ -0,0 +1 @@
+# Tests package
diff --git a/tests/test_list_node.py b/tests/test_list_node.py
new file mode 100644
index 0000000..12cc04e
--- /dev/null
+++ b/tests/test_list_node.py
@@ -0,0 +1,105 @@
+import pytest
+
+from leetcode_py.list_node import ListNode
+
+
+class TestListNode:
+    @pytest.mark.parametrize(
+        "val,expected_val,expected_next",
+        [
+            (None, 0, None),  # default
+            (5, 5, None),  # with value
+        ],
+    )
+    def test_init(self, val, expected_val, expected_next):
+        node = ListNode() if val is None else ListNode(val)
+        assert node.val == expected_val
+        assert node.next == expected_next
+
+    def test_init_with_next(self):
+        next_node = ListNode(2)
+        node = ListNode(1, next_node)
+        assert node.val == 1
+        assert node.next == next_node
+
+    @pytest.mark.parametrize(
+        "input_list,expected_result",
+        [
+            ([], None),
+            ([1], "single_node"),
+            ([1, 2, 3], "multiple_nodes"),
+        ],
+    )
+    def test_from_list(self, input_list, expected_result):
+        result = ListNode.from_list(input_list)
+
+        if expected_result is None:
+            assert result is None
+        elif expected_result == "single_node":
+            assert result is not None
+            assert result.val == 1
+            assert result.next is None
+        elif expected_result == "multiple_nodes":
+            assert result is not None
+            assert result.val == 1
+            assert result.next is not None
+            assert result.next.val == 2
+            assert result.next.next is not None
+            assert result.next.next.val == 3
+            assert result.next.next.next is None
+
+    @pytest.mark.parametrize(
+        "input_list,expected_output",
+        [
+            ([1], [1]),
+            ([1, 2, 3], [1, 2, 3]),
+        ],
+    )
+    def test_to_list(self, input_list, expected_output):
+        node = ListNode.from_list(input_list)
+        assert node is not None
+        assert node.to_list() == expected_output
+
+    @pytest.mark.parametrize(
+        "input_list,expected_str,expected_repr",
+        [
+            ([1, 2, 3], "1 -> 2 -> 3", "ListNode([1, 2, 3])"),
+        ],
+    )
+    def test_string_representations(self, input_list, expected_str, expected_repr):
+        node = ListNode.from_list(input_list)
+        assert node is not None
+        assert str(node) == expected_str
+        assert repr(node) == expected_repr
+        assert node._repr_html_() == expected_str
+
+    @pytest.mark.parametrize(
+        "list1,list2,should_equal",
+        [
+            ([1, 2, 3], [1, 2, 3], True),
+            ([1, 2, 3], [1, 2, 4], False),
+        ],
+    )
+    def test_equality(self, list1, list2, should_equal):
+        node1 = ListNode.from_list(list1)
+        node2 = ListNode.from_list(list2)
+        assert (node1 == node2) == should_equal
+
+    @pytest.mark.parametrize("other_value", [[1], "1"])
+    def test_equality_different_types(self, other_value):
+        node = ListNode(1)
+        assert node != other_value
+
+    @pytest.mark.parametrize(
+        "test_list",
+        [
+            [1, 2, 3, 4, 5],
+            [1],
+            [10, 20, 30],
+        ],
+    )
+    def test_roundtrip_conversion(self, test_list):
+        node = ListNode.from_list(test_list)
+        assert node is not None
+        result = node.to_list()
+        assert result == test_list
diff --git a/tests/test_test_utils.py b/tests/test_test_utils.py
new file mode 100644
index 0000000..31533cd
--- /dev/null
+++ b/tests/test_test_utils.py
@@ -0,0 +1,71 @@
+from unittest.mock import patch
+
+import pytest
+
+from leetcode_py.test_utils import logged_test
+
+
+class TestLoggedTest:
+    def test_logged_test_decorator_success(self):
+        @logged_test
+        def sample_test():
+            return "success"
+
+        result = sample_test()
+        assert result == "success"
+
+    def test_logged_test_decorator_failure(self):
+        @logged_test
+        def failing_test():
+            raise ValueError("test error")
+
+        with pytest.raises(ValueError, match="test error"):
+            failing_test()
+
+    def test_logged_test_preserves_function_metadata(self):
+        @logged_test
+        def sample_function():
+            """Sample docstring"""
+            pass
+
+        assert sample_function.__name__ == "sample_function"
+        assert sample_function.__doc__ == "Sample docstring"
+
+    @pytest.mark.parametrize(
+        "args,kwargs,expected",
+        [
+            ((1, 2), {"c": 3}, 6),
+            ((5, 10), {}, 15),
+        ],
+    )
+    def test_logged_test_with_arguments(self, args, kwargs, expected):
+        @logged_test
+        def function_with_args(a, b, c=None):
+            return a + b + (c or 0)
+
+        result = function_with_args(*args, **kwargs)
+        assert result == expected
+
+    @pytest.mark.parametrize(
+        "kwargs,expected",
+        [
+            ({"a": 1, "b": 2, "c": 3}, 6),
+            ({"x": 10, "y": 20}, 30),
+        ],
+    )
+    def test_logged_test_with_kwargs(self, kwargs, expected):
+        @logged_test
+        def function_with_kwargs(**kwargs):
+            return sum(kwargs.values())
+
+        result = function_with_kwargs(**kwargs)
+        assert result == expected
+
+    @patch("builtins.print")
+    def test_logged_test_prints_empty_line(self, mock_print):
+        @logged_test
+        def sample_test():
+            return "success"
+
+        sample_test()
+        mock_print.assert_called_once_with("")
diff --git a/tests/test_tree_node.py b/tests/test_tree_node.py
new file mode 100644
index 0000000..3f872f3
--- /dev/null
+++ b/tests/test_tree_node.py
@@ -0,0 +1,161 @@
+import pytest
+
+from leetcode_py.tree_node import TreeNode, build_anytree
+
+
+class TestTreeNode:
+    @pytest.mark.parametrize(
+        "val,expected_val",
+        [
+            (None, 0),  # default
+            (5, 5),  # with value
+        ],
+    )
+    def test_init(self, val, expected_val):
+        node = TreeNode() if val is None else TreeNode(val)
+        assert node.val == expected_val
+        assert node.left is None
+        assert node.right is None
+
+    def test_init_with_children(self):
+        left = TreeNode(1)
+        right = TreeNode(2)
+        node = TreeNode(0, left, right)
+        assert node.val == 0
+        assert node.left == left
+        assert node.right == right
+
+    def test_from_list_empty(self):
+        result = TreeNode.from_list([])
+        assert result is None
+
+    def test_from_list_none_root(self):
+        result = TreeNode.from_list([None])
+        assert result is None
+
+    def test_from_list_single(self):
+        result = TreeNode.from_list([1])
+        assert result is not None
+        assert result.val == 1
+        assert result.left is None
+        assert result.right is None
+
+    def test_from_list_complete_tree(self):
+        result = TreeNode.from_list([1, 2, 3, 4, 5, 6, 7])
+        assert result is not None
+        assert result.val == 1
+        assert result.left is not None
+        assert result.left.val == 2
+        assert result.right is not None
+        assert result.right.val == 3
+        assert result.left.left is not None
+        assert result.left.left.val == 4
+        assert result.left.right is not None
+        assert result.left.right.val == 5
+        assert result.right.left is not None
+        assert result.right.left.val == 6
+        assert result.right.right is not None
+        assert result.right.right.val == 7
+
+    def test_from_list_sparse_tree(self):
+        result = TreeNode.from_list([1, None, 2])
+        assert result is not None
+        assert result.val == 1
+        assert result.left is None
+        assert result.right is not None
+        assert result.right.val == 2
+        assert result.right.left is None
+        assert result.right.right is None
+
+    @pytest.mark.parametrize(
+        "input_list,expected_output",
+        [
+            ([1], [1]),
+            ([1, 2, 3, 4, 5, 6, 7], [1, 2, 3, 4, 5, 6, 7]),
+            ([1, None, 2], [1, None, 2]),
+        ],
+    )
+    def test_to_list(self, input_list, expected_output):
+        node = TreeNode.from_list(input_list)
+        assert node is not None
+        assert node.to_list() == expected_output
+
+    @pytest.mark.parametrize(
+        "input_list,expected_values",
+        [
+            ([1], ["1"]),
+            ([1, 2, 3], ["1", "2", "3"]),
+        ],
+    )
+    def test_str_representation(self, input_list, expected_values):
+        node = TreeNode.from_list(input_list)
+        assert node is not None
+        result = str(node)
+        for val in expected_values:
+            assert val in result
+
+    def test_repr_representation(self):
+        node = TreeNode.from_list([1, 2, 3])
+        assert node is not None
+        assert repr(node) == "TreeNode([1, 2, 3])"
+
+    def test_repr_html_generates_svg(self):
+        node = TreeNode.from_list([1, 2, 3])
+        assert node is not None
+        result = node._repr_html_()
+        assert isinstance(result, str)
+        assert "svg" in result.lower()
+
+    @pytest.mark.parametrize(
+        "list1,list2,should_equal",
+        [
+            ([1, 2, 3], [1, 2, 3], True),
+            ([1, 2, 3], [1, 3, 2], False),
+        ],
+    )
+    def test_equality(self, list1, list2, should_equal):
+        node1 = TreeNode.from_list(list1)
+        node2 = TreeNode.from_list(list2)
+        assert node1 is not None
+        assert node2 is not None
+        assert (node1 == node2) == should_equal
+
+    @pytest.mark.parametrize("other_value", [[1], "1"])
+    def test_equality_different_types(self, other_value):
+        node = TreeNode(1)
+        assert node != other_value
+
+    @pytest.mark.parametrize(
+        "test_list",
+        [
+            [1, 2, 3, 4, 5, None, 6],
+            [1],
+            [1, None, 2],
+        ],
+    )
+    def test_roundtrip_conversion(self, test_list):
+        node = TreeNode.from_list(test_list)
+        assert node is not None
+        result = node.to_list()
+        assert result == test_list
+
+    def test_build_anytree_none(self):
+        result = build_anytree(None)
+        assert result is None
+
+    def test_build_anytree_single_node(self):
+        node = TreeNode(1)
+        result = build_anytree(node)
+        assert result is not None
+        assert result.name == "1"
+        assert len(result.children) == 0
+
+    def test_str_with_none_tree(self):
+        # Create a scenario where build_anytree returns None
+        # This happens when we have a node but build_anytree fails
+        import unittest.mock
+
+        with unittest.mock.patch("leetcode_py.tree_node.build_anytree", return_value=None):
+            node = TreeNode(1)
+            result = str(node)
+            assert result == "None"

From ffa3029d2706a3f8623eab9c28d36c75c7d0b2d5 Mon Sep 17 00:00:00 2001
From: Wisaroot Lertthaweedech <l.wisaroot@gmail.com>
Date: Sat, 30 Aug 2025 19:13:26 +0700
Subject: [PATCH 12/15] feat: dev

---
 .github/workflows/ci-test.yml | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/.github/workflows/ci-test.yml b/.github/workflows/ci-test.yml
index a5dc7b1..fdbbbe4 100644
--- a/.github/workflows/ci-test.yml
+++ b/.github/workflows/ci-test.yml
@@ -36,6 +36,9 @@ jobs:
               if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
               run: poetry install --no-interaction --no-ansi
 
+            - name: Install Graphviz
+              run: sudo apt-get update && sudo apt-get install -y graphviz
+
             - name: Run tests
               run: make test
 

From 4a9ea16eb418846756b25e87c9f4ef4da9894bd0 Mon Sep 17 00:00:00 2001
From: Wisaroot Lertthaweedech <l.wisaroot@gmail.com>
Date: Sat, 30 Aug 2025 19:15:11 +0700
Subject: [PATCH 13/15] feat: dev

---
 .github/workflows/ci-test.yml | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/.github/workflows/ci-test.yml b/.github/workflows/ci-test.yml
index fdbbbe4..ff9b686 100644
--- a/.github/workflows/ci-test.yml
+++ b/.github/workflows/ci-test.yml
@@ -36,7 +36,15 @@ jobs:
               if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
               run: poetry install --no-interaction --no-ansi
 
+            - name: Cache Graphviz
+              id: cache-graphviz
+              uses: actions/cache@0400d5f644dc74513175e3cd8d07132dd4860809 # v4.2.4
+              with:
+                  path: /usr/bin/dot
+                  key: graphviz-${{ runner.os }}
+
             - name: Install Graphviz
+              if: steps.cache-graphviz.outputs.cache-hit != 'true'
               run: sudo apt-get update && sudo apt-get install -y graphviz
 
             - name: Run tests

From 15ce68983a3c7c29ca720d670c48b521ed24b3f9 Mon Sep 17 00:00:00 2001
From: Wisaroot Lertthaweedech <l.wisaroot@gmail.com>
Date: Sat, 30 Aug 2025 19:17:38 +0700
Subject: [PATCH 14/15] feat: dev

---
 .amazonq/plan/compare_template_files.py | 42 ++++++++++++-------------
 1 file changed, 21 insertions(+), 21 deletions(-)

diff --git a/.amazonq/plan/compare_template_files.py b/.amazonq/plan/compare_template_files.py
index 6740dec..aeb083a 100644
--- a/.amazonq/plan/compare_template_files.py
+++ b/.amazonq/plan/compare_template_files.py
@@ -9,18 +9,18 @@
 
 def compare_files(file1: Path, file2: Path, label1: str, label2: str) -> bool:
     """Compare two files and show differences. Returns True if identical."""
-    print(f"\n{'='*60}")
-    print(f"COMPARING: {file1.name}")
-    print(f"{label1}: {file1}")
-    print(f"{label2}: {file2}")
-    print(f"{'='*60}")
+    typer.echo(f"\n{'='*60}")
+    typer.echo(f"COMPARING: {file1.name}")
+    typer.echo(f"{label1}: {file1}")
+    typer.echo(f"{label2}: {file2}")
+    typer.echo(f"{'='*60}")
 
     if not file1.exists():
-        print(f"❌ MISSING: {file1} does not exist")
+        typer.echo(f"❌ MISSING: {file1} does not exist")
         return False
 
     if not file2.exists():
-        print(f"❌ MISSING: {file2} does not exist")
+        typer.echo(f"❌ MISSING: {file2} does not exist")
         return False
 
     content1 = file1.read_text().splitlines(keepends=True)
@@ -37,12 +37,12 @@ def compare_files(file1: Path, file2: Path, label1: str, label2: str) -> bool:
     )
 
     if not diff:
-        print("✅ FILES IDENTICAL")
+        typer.echo("✅ FILES IDENTICAL")
         return True
     else:
-        print("❌ DIFFERENCES FOUND:")
+        typer.echo("❌ DIFFERENCES FOUND:")
         for line in diff:
-            print(line)
+            typer.echo(line)
         return False
 
 
@@ -52,7 +52,7 @@ def main(
 ):
     """Compare files for template validation."""
     if mode not in ["template", "generated"]:
-        print(f"❌ ERROR: Invalid mode '{mode}'. Use 'template' or 'generated'")
+        typer.echo(f"❌ ERROR: Invalid mode '{mode}'. Use 'template' or 'generated'")
         return
 
     base_dir = Path(__file__).parent.parent.parent
@@ -64,22 +64,22 @@ def main(
         dir1 = base_dir / "leetcode" / ".example" / problem
         dir2 = base_dir / ".templates" / "leetcode" / ".example" / "{{cookiecutter.problem_name}}"
         label1, label2 = "Reference", "Template"
-        print("TEMPLATE SOURCE ANALYSIS")
+        typer.echo("TEMPLATE SOURCE ANALYSIS")
 
     elif mode == "generated":
         # Compare reference vs currently generated
         dir1 = base_dir / "leetcode" / ".example" / problem
         dir2 = base_dir / "leetcode" / problem
         label1, label2 = "Reference", "Generated"
-        print("GENERATED FILES VALIDATION")
+        typer.echo("GENERATED FILES VALIDATION")
 
         if not dir2.exists():
-            print(f"\n❌ ERROR: Generated directory does not exist: {dir2}")
-            print(f"Run: make p-gen PROBLEM={problem}")
+            typer.echo(f"\n❌ ERROR: Generated directory does not exist: {dir2}")
+            typer.echo(f"Run: make p-gen PROBLEM={problem}")
             return
 
-    print(f"{label1}: {dir1}")
-    print(f"{label2}: {dir2}")
+    typer.echo(f"{label1}: {dir1}")
+    typer.echo(f"{label2}: {dir2}")
 
     identical_count = 0
     for filename in files_to_compare:
@@ -88,10 +88,10 @@ def main(
         if compare_files(file1, file2, label1, label2):
             identical_count += 1
 
-    print(f"\n{'='*60}")
-    print(f"SUMMARY: {identical_count}/{len(files_to_compare)} files identical")
-    print("- ✅ = Files identical")
-    print("- ❌ = Differences found or missing files")
+    typer.echo(f"\n{'='*60}")
+    typer.echo(f"SUMMARY: {identical_count}/{len(files_to_compare)} files identical")
+    typer.echo("- ✅ = Files identical")
+    typer.echo("- ❌ = Differences found or missing files")
 
 
 if __name__ == "__main__":

From cd1fd1e5fe08ab4022a610a8894874a12a437f94 Mon Sep 17 00:00:00 2001
From: Wisaroot Lertthaweedech <l.wisaroot@gmail.com>
Date: Sat, 30 Aug 2025 19:24:43 +0700
Subject: [PATCH 15/15] feat: dev

---
 .amazonq/rules/problem-creation.md            |  1 +
 .templates/leetcode/json/insert_interval.json | 22 +++++++++----------
 leetcode/insert_interval/README.md            | 10 ++++-----
 leetcode/insert_interval/playground.ipynb     |  4 ++--
 leetcode/insert_interval/solution.py          | 14 ++++++------
 leetcode/insert_interval/tests.py             | 10 +++++----
 6 files changed, 32 insertions(+), 29 deletions(-)

diff --git a/.amazonq/rules/problem-creation.md b/.amazonq/rules/problem-creation.md
index 746a04b..42e3793 100644
--- a/.amazonq/rules/problem-creation.md
+++ b/.amazonq/rules/problem-creation.md
@@ -14,6 +14,7 @@
 - **Tree problems**: Use `.templates/leetcode/examples/tree.json5`
 - **Basic problems**: Use `.templates/leetcode/examples/basic.json5`
 - **Don't add extra fields** - templates are complete
+- **Python naming convention**: Use snake_case for all parameter names (e.g., `new_interval` not `newInterval`)
 - **If lint fails**: Fix JSON and regenerate, don't edit generated files
 - **After any manual edits**: Always update JSON template and verify with `make p-gen FORCE=1`
 
diff --git a/.templates/leetcode/json/insert_interval.json b/.templates/leetcode/json/insert_interval.json
index 7ef05d4..935cfd2 100644
--- a/.templates/leetcode/json/insert_interval.json
+++ b/.templates/leetcode/json/insert_interval.json
@@ -7,16 +7,16 @@
     "difficulty": "Medium",
     "topics": "Array",
     "tags": ["grind-75"],
-    "problem_description": "You are given an array of non-overlapping intervals intervals where intervals[i] = [starti, endi] represent the start and the end of the ith interval and intervals is sorted in ascending order by starti. You are also given an interval newInterval = [start, end] that represents the start and end of another interval.\n\nInsert newInterval into intervals such that intervals is still sorted in ascending order by starti and intervals still does not have any overlapping intervals (merge overlapping intervals if necessary).\n\nReturn intervals after the insertion.",
+    "problem_description": "You are given an array of non-overlapping intervals intervals where intervals[i] = [starti, endi] represent the start and the end of the ith interval and intervals is sorted in ascending order by starti. You are also given an interval new_interval = [start, end] that represents the start and end of another interval.\n\nInsert new_interval into intervals such that intervals is still sorted in ascending order by starti and intervals still does not have any overlapping intervals (merge overlapping intervals if necessary).\n\nReturn intervals after the insertion.",
     "examples": [
-        { "input": "intervals = [[1,3],[6,9]], newInterval = [2,5]", "output": "[[1,5],[6,9]]" },
+        { "input": "intervals = [[1,3],[6,9]], new_interval = [2,5]", "output": "[[1,5],[6,9]]" },
         {
-            "input": "intervals = [[1,2],[3,5],[6,7],[8,10],[12,16]], newInterval = [4,8]",
+            "input": "intervals = [[1,2],[3,5],[6,7],[8,10],[12,16]], new_interval = [4,8]",
             "output": "[[1,2],[3,10],[12,16]]"
         }
     ],
-    "constraints": "- 0 <= intervals.length <= 10^4\n- intervals[i].length == 2\n- 0 <= starti <= endi <= 10^5\n- intervals is sorted by starti in ascending order.\n- newInterval.length == 2\n- 0 <= start <= end <= 10^5",
-    "parameters": "intervals: list[list[int]], newInterval: list[int]",
+    "constraints": "- 0 <= intervals.length <= 10^4\n- intervals[i].length == 2\n- 0 <= starti <= endi <= 10^5\n- intervals is sorted by starti in ascending order.\n- new_interval.length == 2\n- 0 <= start <= end <= 10^5",
+    "parameters": "intervals: list[list[int]], new_interval: list[int]",
     "return_type": "list[list[int]]",
     "dummy_return": "[]",
     "imports": "",
@@ -54,15 +54,15 @@
         { "args": [[], [5, 7]], "expected": [[5, 7]] },
         { "args": [[[1, 5]], [2, 3]], "expected": [[1, 5]] }
     ],
-    "param_names": "intervals, newInterval, expected",
-    "param_names_with_types": "intervals: list[list[int]], newInterval: list[int], expected: list[list[int]]",
-    "input_description": "intervals={intervals}, newInterval={newInterval}",
-    "input_params": "intervals, newInterval",
+    "param_names": "intervals, new_interval, expected",
+    "param_names_with_types": "intervals: list[list[int]], new_interval: list[int], expected: list[list[int]]",
+    "input_description": "intervals={intervals}, new_interval={new_interval}",
+    "input_params": "intervals, new_interval",
     "expected_param": "expected",
-    "method_args": "intervals, newInterval",
+    "method_args": "intervals, new_interval",
     "test_setup": "",
     "test_logging": "",
     "assertion_code": "assert result == expected",
-    "test_input_setup": "# Example test case\nintervals = [[1,3],[6,9]]\nnewInterval = [2,5]",
+    "test_input_setup": "# Example test case\nintervals = [[1,3],[6,9]]\nnew_interval = [2,5]",
     "expected_output_setup": "expected = [[1,5],[6,9]]"
 }
diff --git a/leetcode/insert_interval/README.md b/leetcode/insert_interval/README.md
index ef76990..40384cf 100644
--- a/leetcode/insert_interval/README.md
+++ b/leetcode/insert_interval/README.md
@@ -7,9 +7,9 @@
 
 ## Problem Description
 
-You are given an array of non-overlapping intervals intervals where intervals[i] = [starti, endi] represent the start and the end of the ith interval and intervals is sorted in ascending order by starti. You are also given an interval newInterval = [start, end] that represents the start and end of another interval.
+You are given an array of non-overlapping intervals intervals where intervals[i] = [starti, endi] represent the start and the end of the ith interval and intervals is sorted in ascending order by starti. You are also given an interval new_interval = [start, end] that represents the start and end of another interval.
 
-Insert newInterval into intervals such that intervals is still sorted in ascending order by starti and intervals still does not have any overlapping intervals (merge overlapping intervals if necessary).
+Insert new_interval into intervals such that intervals is still sorted in ascending order by starti and intervals still does not have any overlapping intervals (merge overlapping intervals if necessary).
 
 Return intervals after the insertion.
 
@@ -18,14 +18,14 @@ Return intervals after the insertion.
 ### Example 1:
 
 ```
-Input: intervals = [[1,3],[6,9]], newInterval = [2,5]
+Input: intervals = [[1,3],[6,9]], new_interval = [2,5]
 Output: [[1,5],[6,9]]
 ```
 
 ### Example 2:
 
 ```
-Input: intervals = [[1,2],[3,5],[6,7],[8,10],[12,16]], newInterval = [4,8]
+Input: intervals = [[1,2],[3,5],[6,7],[8,10],[12,16]], new_interval = [4,8]
 Output: [[1,2],[3,10],[12,16]]
 ```
 
@@ -35,5 +35,5 @@ Output: [[1,2],[3,10],[12,16]]
 - intervals[i].length == 2
 - 0 <= starti <= endi <= 10^5
 - intervals is sorted by starti in ascending order.
-- newInterval.length == 2
+- new_interval.length == 2
 - 0 <= start <= end <= 10^5
diff --git a/leetcode/insert_interval/playground.ipynb b/leetcode/insert_interval/playground.ipynb
index af3d55c..f9d36a7 100644
--- a/leetcode/insert_interval/playground.ipynb
+++ b/leetcode/insert_interval/playground.ipynb
@@ -19,7 +19,7 @@
    "source": [
     "# Example test case\n",
     "intervals = [[1, 3], [6, 9]]\n",
-    "newInterval = [2, 5]\n",
+    "new_interval = [2, 5]\n",
     "expected = [[1, 5], [6, 9]]"
    ]
   },
@@ -41,7 +41,7 @@
     }
    ],
    "source": [
-    "result = Solution().insert(intervals, newInterval)\n",
+    "result = Solution().insert(intervals, new_interval)\n",
     "result"
    ]
   },
diff --git a/leetcode/insert_interval/solution.py b/leetcode/insert_interval/solution.py
index a16b0d9..25ce116 100644
--- a/leetcode/insert_interval/solution.py
+++ b/leetcode/insert_interval/solution.py
@@ -1,21 +1,21 @@
 class Solution:
     # Time: O(n)
     # Space: O(n)
-    def insert(self, intervals: list[list[int]], newInterval: list[int]) -> list[list[int]]:
+    def insert(self, intervals: list[list[int]], new_interval: list[int]) -> list[list[int]]:
         result = []
         i = 0
 
-        # Add intervals before newInterval
-        while i < len(intervals) and intervals[i][1] < newInterval[0]:
+        # Add intervals before new_interval
+        while i < len(intervals) and intervals[i][1] < new_interval[0]:
             result.append(intervals[i])
             i += 1
 
         # Merge overlapping intervals
-        while i < len(intervals) and intervals[i][0] <= newInterval[1]:
-            newInterval[0] = min(newInterval[0], intervals[i][0])
-            newInterval[1] = max(newInterval[1], intervals[i][1])
+        while i < len(intervals) and intervals[i][0] <= new_interval[1]:
+            new_interval[0] = min(new_interval[0], intervals[i][0])
+            new_interval[1] = max(new_interval[1], intervals[i][1])
             i += 1
-        result.append(newInterval)
+        result.append(new_interval)
 
         # Add remaining intervals
         result.extend(intervals[i:])
diff --git a/leetcode/insert_interval/tests.py b/leetcode/insert_interval/tests.py
index ebc9be8..7025338 100644
--- a/leetcode/insert_interval/tests.py
+++ b/leetcode/insert_interval/tests.py
@@ -11,7 +11,7 @@ def setup_method(self):
         self.solution = Solution()
 
     @pytest.mark.parametrize(
-        "intervals, newInterval, expected",
+        "intervals, new_interval, expected",
         [
             ([[1, 3], [6, 9]], [2, 5], [[1, 5], [6, 9]]),
             ([[1, 2], [3, 5], [6, 7], [8, 10], [12, 16]], [4, 8], [[1, 2], [3, 10], [12, 16]]),
@@ -20,8 +20,10 @@ def setup_method(self):
         ],
     )
     @logged_test
-    def test_insert(self, intervals: list[list[int]], newInterval: list[int], expected: list[list[int]]):
-        logger.info(f"Testing with intervals={intervals}, newInterval={newInterval}")
-        result = self.solution.insert(intervals, newInterval)
+    def test_insert(
+        self, intervals: list[list[int]], new_interval: list[int], expected: list[list[int]]
+    ):
+        logger.info(f"Testing with intervals={intervals}, new_interval={new_interval}")
+        result = self.solution.insert(intervals, new_interval)
         logger.success(f"Got result: {result}")
         assert result == expected