Lint algos org doc

docs/specifications/ALGORITHM-ORGANIZATION.md

@@ -4,31 +4,34 @@ This document defines the organizational structure of algorithm crates within th
 
 ## Table of Contents
 
-1. [Domain Categories](#domain-categories)
-    - [Computer Science (`blocks-cs`)](#computer-science-blockscs)
-        - [Core Algorithms & Data Structures](#core-algorithms--data-structures)
-        - [Systems & Distributed](#systems--distributed)
-        - [Security & Data](#security--data)
-        - [Specialized CS](#specialized-cs)
-    - [Mathematics (`blocks-math`)](#mathematics-blocksmath)
-        - [Core Mathematical Algorithms](#core-mathematical-algorithms)
-        - [Optimization & Logic](#optimization--logic)
-    - [Statistics (`blocks-stats`)](#statistics-blocksstats)
-        - [Core Statistics](#core-statistics)
-    - [Machine Learning (`blocks-ml`)](#machine-learning-blocksml)
-        - [Classical ML](#classical-ml)
-        - [Deep Learning & Neural Nets](#deep-learning--neural-nets)
-        - [Applied ML](#applied-ml)
-2. [Cross-Domain Considerations](#cross-domain-considerations)
+- [Algorithm Ecosystem Organization](#algorithm-ecosystem-organization)
+  - [Table of Contents](#table-of-contents)
+  - [Domain Categories](#domain-categories)
+    - [Computer Science (`blocks-cs`)](#computer-science-blocks-cs)
+      - [Core Algorithms \& Data Structures](#core-algorithms--data-structures)
+      - [Systems \& Distributed](#systems--distributed)
+      - [Security \& Data](#security--data)
+      - [Specialized CS](#specialized-cs)
+    - [Mathematics (`blocks-math`)](#mathematics-blocks-math)
+      - [Core Mathematical Algorithms](#core-mathematical-algorithms)
+      - [Optimization \& Logic](#optimization--logic)
+    - [Statistics (`blocks-stats`)](#statistics-blocks-stats)
+      - [Core Statistics](#core-statistics)
+    - [Machine Learning (`blocks-ml`)](#machine-learning-blocks-ml)
+      - [Classical ML](#classical-ml)
+      - [Deep Learning \& Neural Nets](#deep-learning--neural-nets)
+      - [Applied ML](#applied-ml)
+  - [Cross-Domain Considerations](#cross-domain-considerations)
     - [Placement Criteria](#placement-criteria)
     - [Inter-Domain Dependencies](#inter-domain-dependencies)
-3. [Adding New Algorithms](#adding-new-algorithms)
-4. [Naming Conventions](#naming-conventions)
-5. [Documentation Standards](#documentation-standards)
-6. [Dependency Management](#dependency-management)
-7. [Versioning and Compatibility](#versioning-and-compatibility)
-8. [Examples](#examples)
-9. [Guidelines for Maintaining Consistency](#guidelines-for-maintaining-consistency)
+  - [Adding New Algorithms](#adding-new-algorithms)
+  - [Naming Conventions](#naming-conventions)
+  - [Documentation Standards](#documentation-standards)
+  - [Dependency Management](#dependency-management)
+  - [Versioning and Compatibility](#versioning-and-compatibility)
+  - [Examples](#examples)
+  - [Guidelines for Maintaining Consistency](#guidelines-for-maintaining-consistency)
+  - [Conclusion](#conclusion)
 
 ---
 
@@ -243,92 +246,92 @@ When incorporating new algorithms into the ecosystem, follow these guidelines to
 Consistent naming conventions enhance readability and discoverability across the ecosystem.
 
 - **Crate Names**:
-    - Prefix with `blocks-` followed by the primary domain and specific functionality.
-    - Use descriptive, kebab-case names reflecting the primary function (e.g., `blocks-cs-sort`, `blocks-math-num`).
+  - Prefix with `blocks-` followed by the primary domain and specific functionality.
+  - Use descriptive, kebab-case names reflecting the primary function (e.g., `blocks-cs-sort`, `blocks-math-num`).
 
 - **Module Names**:
-    - Use snake_case within crates to maintain Rust idiomatic standards.
-    - Reflect the functionality and maintain clarity (e.g., `quick_sort`, `adam_optimizer`).
+  - Use snake_case within crates to maintain Rust idiomatic standards.
+  - Reflect the functionality and maintain clarity (e.g., `quick_sort`, `adam_optimizer`).
 
 - **Trait and Struct Names**:
-    - Use PascalCase for traits and structs, ensuring names are clear and expressive (e.g., `Algorithm`, `WeightedGraph`).
+  - Use PascalCase for traits and structs, ensuring names are clear and expressive (e.g., `Algorithm`, `WeightedGraph`).
 
 ## Documentation Standards
 
 High-quality documentation is crucial for usability and maintainability.
 
 - **Rustdoc Comments**:
-    - Use idiomatic Rustdoc comments (`///`) for all public functions, structs, enums, and traits.
-    - Include sections like `Overview`, `Examples`, `Parameters`, `Returns`, and `Errors`.
+  - Use idiomatic Rustdoc comments (`///`) for all public functions, structs, enums, and traits.
+  - Include sections like `Overview`, `Examples`, `Parameters`, `Returns`, and `Errors`.
 
 - **Plain-Language Descriptions**:
-    - Provide accessible explanations of each algorithm’s purpose and common use cases.
+  - Provide accessible explanations of each algorithm’s purpose and common use cases.
 
 - **Pseudocode in Comments**:
-    - Include standardized pseudocode within comments to illustrate core algorithm steps.
+  - Include standardized pseudocode within comments to illustrate core algorithm steps.
 
 - **Complexity Analysis**:
-    - Document time and space complexity (best, worst, average cases) for each algorithm.
+  - Document time and space complexity (best, worst, average cases) for each algorithm.
 
 - **Consistent Documentation Structure**:
-    - Maintain uniform sections across all modules, traits, and functions to facilitate ease of understanding.
+  - Maintain uniform sections across all modules, traits, and functions to facilitate ease of understanding.
 
 ## Dependency Management
 
 Efficient dependency management ensures modularity and minimizes potential conflicts.
 
 - **Minimal Shared Dependencies**:
-    - Crates should primarily depend on `blocks-core` and their respective domain-specific core crates to avoid redundancy.
+  - Crates should primarily depend on `blocks-core` and their respective domain-specific core crates to avoid redundancy.
 
 - **Cargo Feature Flags**:
-    - Utilize feature flags to manage optional capabilities and dependencies, ensuring flexibility and performance optimization.
+  - Utilize feature flags to manage optional capabilities and dependencies, ensuring flexibility and performance optimization.
 
 - **Inter-Crate Dependencies**:
-    - Clearly define and document dependencies between crates to maintain clarity and prevent circular dependencies.
+  - Clearly define and document dependencies between crates to maintain clarity and prevent circular dependencies.
 
 ## Versioning and Compatibility
 
 Adhering to semantic versioning maintains compatibility and predictability for users.
 
 - **Semantic Versioning**:
-    - Follow semantic versioning (`MAJOR.MINOR.PATCH`) to indicate breaking changes, new features, and patches.
+  - Follow semantic versioning (`MAJOR.MINOR.PATCH`) to indicate breaking changes, new features, and patches.
 
 - **API Stability**:
-    - Ensure APIs remain stable across minor versions, introducing breaking changes only in major version increments.
+  - Ensure APIs remain stable across minor versions, introducing breaking changes only in major version increments.
 
 - **Deprecation Policies**:
-    - Mark deprecated features clearly in documentation and provide migration paths, adhering to the deprecation timeline specified in `REQUIREMENTS.md`.
+  - Mark deprecated features clearly in documentation and provide migration paths, adhering to the deprecation timeline specified in `REQUIREMENTS.md`.
 
 ## Examples
 
 Providing practical examples aids developers in understanding and utilizing the crates effectively.
 
 - **Usage Examples**:
-    - Include example code snippets demonstrating common use cases and best practices within Rust’s documentation.
+  - Include example code snippets demonstrating common use cases and best practices within Rust’s documentation.
 
 - **Integration Examples**:
-    - Showcase how different crates can be composed to solve complex problems, emphasizing composability and interoperability.
+  - Showcase how different crates can be composed to solve complex problems, emphasizing composability and interoperability.
 
 ## Guidelines for Maintaining Consistency
 
 Consistency across the ecosystem fosters a seamless development experience and reduces onboarding friction.
 
 - **Coding Standards**:
-    - Adhere to Rust’s official style guidelines (`rustfmt`) and enforce linting rules (`Clippy`) to maintain code quality.
+  - Adhere to Rust’s official style guidelines (`rustfmt`) and enforce linting rules (`Clippy`) to maintain code quality.
 
 - **Documentation Practices**:
-    - Follow standardized documentation structures and conventions to ensure uniformity and ease of navigation.
+  - Follow standardized documentation structures and conventions to ensure uniformity and ease of navigation.
 
 - **Testing Protocols**:
-    - Implement consistent testing patterns across crates, including unit tests, integration tests, benchmarks, and fuzz tests where applicable.
+  - Implement consistent testing patterns across crates, including unit tests, integration tests, benchmarks, and fuzz tests where applicable.
 
 - **Contribution Guidelines**:
-    - Clearly outline contribution procedures, coding standards, and review processes to maintain high-quality code contributions and collaborative development.
+  - Clearly outline contribution procedures, coding standards, and review processes to maintain high-quality code contributions and collaborative development.
 
 ---
 
 ## Conclusion
 
 This organizational structure is designed to streamline the development, maintenance, and usage of the Rust algorithm ecosystem. By categorizing crates into well-defined domains and adhering to stringent organizational principles, the ecosystem ensures clarity, scalability, and ease of integration for developers. This structure not only aligns with current best practices in software engineering but also anticipates future expansions and cross-domain applications, fostering a robust and versatile collection of algorithmic building blocks.
 
-For further details on system-wide requirements and guidelines, refer to the [Requirements Specification](./docs/REQUIREMENTS.md).
+For further details on system-wide requirements and guidelines, refer to the [Requirements Specification](./docs/REQUIREMENTS.md).