Init structuring contribution

.editorconfig

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+# editorconfig.org
+
+# top-most EditorConfig file
+root = true
+
+# Default settings:
+# A newline ending every file
+# Use 4 spaces as indentation
+[*]
+insert_final_newline = true
+indent_style = space
+indent_size = 4
+trim_trailing_whitespace = true
+
+# Generated code
+[*{_AssemblyInfo.cs,.notsupported.cs,AsmOffsets.cs}]
+generated_code = true
+
+# C# files
+[*.cs]
+# New line preferences
+csharp_new_line_before_open_brace = all
+csharp_new_line_before_else = true
+csharp_new_line_before_catch = true
+csharp_new_line_before_finally = true
+csharp_new_line_before_members_in_object_initializers = true
+csharp_new_line_before_members_in_anonymous_types = true
+csharp_new_line_between_query_expression_clauses = true
+
+# Indentation preferences
+csharp_indent_block_contents = true
+csharp_indent_braces = false
+csharp_indent_case_contents = true
+csharp_indent_case_contents_when_block = true
+csharp_indent_switch_labels = true
+csharp_indent_labels = one_less_than_current
+
+# Modifier preferences
+csharp_preferred_modifier_order = public,private,protected,internal,file,static,extern,new,virtual,abstract,sealed,override,readonly,unsafe,required,volatile,async:suggestion
+
+# avoid this. unless absolutely necessary
+dotnet_style_qualification_for_field = false:suggestion
+dotnet_style_qualification_for_property = false:suggestion
+dotnet_style_qualification_for_method = false:suggestion
+dotnet_style_qualification_for_event = false:suggestion
+
+# Types: use keywords instead of BCL types, and permit var only when the type is clear
+csharp_style_var_for_built_in_types = false:suggestion
+csharp_style_var_when_type_is_apparent = false:none
+csharp_style_var_elsewhere = false:suggestion
+dotnet_style_predefined_type_for_locals_parameters_members = true:suggestion
+dotnet_style_predefined_type_for_member_access = true:suggestion
+
+# name all constant fields using PascalCase
+dotnet_naming_rule.constant_fields_should_be_pascal_case.severity = suggestion
+dotnet_naming_rule.constant_fields_should_be_pascal_case.symbols  = constant_fields
+dotnet_naming_rule.constant_fields_should_be_pascal_case.style    = pascal_case_style
+dotnet_naming_symbols.constant_fields.applicable_kinds   = field
+dotnet_naming_symbols.constant_fields.required_modifiers = const
+dotnet_naming_style.pascal_case_style.capitalization = pascal_case
+
+# static fields should have s_ prefix
+dotnet_naming_rule.static_fields_should_have_prefix.severity = suggestion
+dotnet_naming_rule.static_fields_should_have_prefix.symbols  = static_fields
+dotnet_naming_rule.static_fields_should_have_prefix.style    = static_prefix_style
+dotnet_naming_symbols.static_fields.applicable_kinds   = field
+dotnet_naming_symbols.static_fields.required_modifiers = static
+dotnet_naming_symbols.static_fields.applicable_accessibilities = private, internal, private_protected
+dotnet_naming_style.static_prefix_style.capitalization = pascal_case
+
+# internal and private fields should be _camelCase
+dotnet_naming_rule.camel_case_for_private_internal_fields.severity = suggestion
+dotnet_naming_rule.camel_case_for_private_internal_fields.symbols  = private_internal_fields
+dotnet_naming_rule.camel_case_for_private_internal_fields.style    = camel_case_underscore_style
+dotnet_naming_symbols.private_internal_fields.applicable_kinds = field
+dotnet_naming_symbols.private_internal_fields.applicable_accessibilities = private, internal
+dotnet_naming_style.camel_case_underscore_style.required_prefix = _
+dotnet_naming_style.camel_case_underscore_style.capitalization = camel_case
+
+# Code style defaults
+csharp_using_directive_placement = outside_namespace:suggestion
+dotnet_sort_system_directives_first = true
+csharp_prefer_braces = true:silent
+csharp_preserve_single_line_blocks = true:none
+csharp_preserve_single_line_statements = false:none
+csharp_prefer_static_local_function = true:suggestion
+csharp_prefer_simple_using_statement = false:none
+csharp_style_prefer_switch_expression = true:suggestion
+dotnet_style_readonly_field = true:suggestion
+
+# Expression-level preferences
+dotnet_style_object_initializer = true:suggestion
+dotnet_style_collection_initializer = true:suggestion
+dotnet_style_explicit_tuple_names = true:suggestion
+dotnet_style_coalesce_expression = true:suggestion
+dotnet_style_null_propagation = true:suggestion
+dotnet_style_prefer_is_null_check_over_reference_equality_method = true:suggestion
+dotnet_style_prefer_inferred_tuple_names = true:suggestion
+dotnet_style_prefer_inferred_anonymous_type_member_names = true:suggestion
+dotnet_style_prefer_auto_properties = true:suggestion
+dotnet_style_prefer_conditional_expression_over_assignment = true:silent
+dotnet_style_prefer_conditional_expression_over_return = true:silent
+csharp_prefer_simple_default_expression = true:suggestion
+
+# Expression-bodied members
+csharp_style_expression_bodied_methods = true:silent
+csharp_style_expression_bodied_constructors = true:silent
+csharp_style_expression_bodied_operators = true:silent
+csharp_style_expression_bodied_properties = true:silent
+csharp_style_expression_bodied_indexers = true:silent
+csharp_style_expression_bodied_accessors = true:silent
+csharp_style_expression_bodied_lambdas = true:silent
+csharp_style_expression_bodied_local_functions = true:silent
+
+# Pattern matching
+csharp_style_pattern_matching_over_is_with_cast_check = true:suggestion
+csharp_style_pattern_matching_over_as_with_null_check = true:suggestion
+csharp_style_inlined_variable_declaration = true:suggestion
+
+# Null checking preferences
+csharp_style_throw_expression = true:suggestion
+csharp_style_conditional_delegate_call = true:suggestion
+
+# Other features
+csharp_style_prefer_index_operator = false:none
+csharp_style_prefer_range_operator = false:none
+csharp_style_pattern_local_over_anonymous_function = false:none
+
+# Space preferences
+csharp_space_after_cast = false
+csharp_space_after_colon_in_inheritance_clause = true
+csharp_space_after_comma = true
+csharp_space_after_dot = false
+csharp_space_after_keywords_in_control_flow_statements = true
+csharp_space_after_semicolon_in_for_statement = true
+csharp_space_around_binary_operators = before_and_after
+csharp_space_around_declaration_statements = do_not_ignore
+csharp_space_before_colon_in_inheritance_clause = true
+csharp_space_before_comma = false
+csharp_space_before_dot = false
+csharp_space_before_open_square_brackets = false
+csharp_space_before_semicolon_in_for_statement = false
+csharp_space_between_empty_square_brackets = false
+csharp_space_between_method_call_empty_parameter_list_parentheses = false
+csharp_space_between_method_call_name_and_opening_parenthesis = false
+csharp_space_between_method_call_parameter_list_parentheses = false
+csharp_space_between_method_declaration_empty_parameter_list_parentheses = false
+csharp_space_between_method_declaration_name_and_open_parenthesis = false
+csharp_space_between_method_declaration_parameter_list_parentheses = false
+csharp_space_between_parentheses = false
+csharp_space_between_square_brackets = false
+
+#IDE0290: Use primary constructors
+dotnet_diagnostic.IDE0290.severity = none
+
+#IDE0008: Use explicit type instead of 'var'
+dotnet_diagnostic.IDE0008.severity = none
+
+# License header
+file_header_template = Licensed to the .NET Foundation under one or more agreements.\nThe .NET Foundation licenses this file to you under the MIT license.
+
+# C++ Files
+[*.{cpp,h,in}]
+curly_bracket_next_line = true
+indent_brace_style = Allman
+
+# Xml project files
+[*.{csproj,vbproj,vcxproj,vcxproj.filters,proj,nativeproj,locproj}]
+indent_size = 2
+
+[*.{csproj,vbproj,proj,nativeproj,locproj}]
+charset = utf-8
+
+# Xml build files
+[*.builds]
+indent_size = 2
+
+# Xml files
+[*.{xml,stylecop,resx,ruleset}]
+indent_size = 2
+
+# Xml config files
+[*.{props,targets,config,nuspec}]
+indent_size = 2
+
+# YAML config files
+[*.{yml,yaml}]
+indent_size = 2
+
+# Shell scripts
+[*.sh]
+end_of_line = lf
+[*.{cmd,bat}]
+end_of_line = crlf

.gitattributes

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+# Set the default behavior, in case people don't have core.autocrlf set.
+* text=auto
+
+# Declare files that will always have CRLF line endings on checkout.
+*.sln text eol=crlf
+
+# Denote all files that are truly binary and should not be modified.
+*.png binary
+*.jpg binary
+
+*.sh eol=lf

.github/copilot-instructions.md

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+## COPILOT ADR CREATION OPERATIONAL GUIDELINES
+
+Use the instructions in the <prompt-instructions>[adr.prompt.md](./prompts/adr.prompt.md)</prompt-instructions> file to create an ADR.
+
+## COPILOT GENERAL CODE CREATION EDITS AND REFACTORING OPERATIONAL GUIDELINES
+
+Use the instructions in the <prompt-instructions>[code.prompt.md](./prompts/code.prompt.md)</prompt-instructions> file as general guidance for code generation.
+
+## COPILOT PYTHON CODE CREATION EDITS AND REFACTORING OPERATIONAL GUIDELINES
+
+Use the instructions in the <prompt-instructions>[code-python.prompt.md](./prompts/code-python.prompt.md)</prompt-instructions> file as guidance for python code generation.
+
+## COPILOT CODE REVIEW OPERATIONAL GUIDELINES
+
+Use the instructions in the <prompt-instructions>[review.prompt.md](./prompts/review.prompt.md)</prompt-instructions> file to create a review plan for the branch being reviewed.

.github/prompts/adr.prompt.md

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+## COPILOT ADR CREATION OPERATIONAL GUIDELINES
+
+### PRIME DIRECTIVE
+
+    You are the best ADR author to have ever existed.
+    Your primary goal is to help developers document architectural decisions clearly and concisely.
+    You will follow the guidelines below to ensure ADR quality and maintainability.
+    You are not overly verbose, but you are thorough.
+    You will use the latest documentation standards and practices.
+    You love to write ADRs and you are very good at it.
+    You really really love using diagrams and visualizations to explain complex decisions.
+    You will link to relevant resources, documentation, or related ADRs in this repository to provide additional context.
+    You will ensure that the ADR is written in a way that is understandable to both technical and non-technical stakeholders.
+    You always follow the MANDATORY ADR CREATION GUIDELINES before creating any ADR.
+
+### MANDATORY ADR CREATION GUIDELINES
+
+-   Use the following naming convention for ADR files: `YYYY-MM-DD-short-description.md`.
+-   Place ADR files in the `/docs/adrs` folder.
+-   ADRs should be written in markdown format.
+-   Use the following structure for ADRs:
+
+    ```markdown
+    ---
+    title: YYYY-MM-DD Title
+    parent: ADRs
+    ---
+
+    ## Context
+
+    ## Decision
+
+    ## Rationale
+
+    ## Considered Alternatives (if applicable)
+
+    ## Consequences (if applicable)
+
+    ## References (if applicable)
+    ```
+
+-   Ensure that the ADR is clear, concise, and provides sufficient context for future readers.
+-   Use appropriate headings and subheadings to organize the content.
+-   Use bullet points or numbered lists for clarity where appropriate.
+-   Use [Mermaid](https://mermaid.js.org/) for creating diagrams and visualizations in ADRs if needed.
+-   Include links to relevant resources, documentation, or related ADRs.
+-   Ensure that the ADR is written in a way that is understandable to both technical and non-technical stakeholders.

.github/prompts/code-python.prompt.md

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+## COPILOT CODE CREATION OPERATIONAL GUIDELINES FOR Python
+
+### PRIME DIRECTIVE
+
+You are a elite and specialized python coder focused on helping developers create high-quality, maintainable Python code.
+You always plan your changes before making any edits, and you ensure that your code is well-structured and easy to understand as expla in <prompt-file>[code.prompt.md](code.prompt.md)</prompt-file>
+You follow the MANDATORY CODE CREATION GUIDELINES below to ensure code quality and maintainability this includes following best practices, using appropriate libraries, and writing tests for python code.
+
+### MANDATORY CODE CREATION GUIDELINES
+
+-   Follow the instructions in the <prompt-file>[code.prompt.md](code.prompt.md)</prompt-file> file for general code creation guidelines.
+-   Use Python version 3.12.
+-   Place all source Python code under `/src/python`.
+-   Place all test code under `/tests/python/`.
+-   Organize code into logical modules and use descriptive file and folder names.
+-   Follow PEP 8 for code style and formatting.
+-   Use type hints for all function signatures.
+-   Write docstrings for all public functions and classes.
+-   Use f-strings for string formatting.
+-   Prefer explicit exception handling and fail fast on unexpected errors.
+-   Use `pyproject.toml` to manage dependencies and pin versions.
+-   Use `numpy` for numerical operations when needed.
+-   Use `pytest` for testing.
+-   Use `@pytest.mark.parametrize` to write parameterized tests.
+
+#### Example: Python Function Template
+
+```python
+import numpy as np
+
+def add(a: int, b: int) -> int:
+    return a + b
+
+def divide(a: int, b: int) -> np.float32:
+    with np.errstate(divide="raise", invalid="raise"):
+        return np.divide(a, b)
+```
+
+#### Example: Parametrized Test Template
+
+```python
+import pytest
+
+@pytest.mark.parametrize(
+  "a, b, expected",
+  [
+    (1, 2, 3),
+    (5, 7, 12),
+    (-1, 1, 0),
+  ]
+)
+def test_add(a, b, expected):
+  assert add(a, b) == expected
+```
+
+#### Practices to Avoid
+
+-   Do not commit API keys, secrets, or credentials to the repository.
+-   Do not use deprecated or obsolete libraries.
+-   Avoid using `print` except for quick scripts or debugging. Use the `logging` module instead.
+-   Do not use wildcard imports (e.g., `from module import *`).
+-   Do not ignore test failures or linting errors.